warning: commands will be executed using /bin/sh
job 2466 at Sat Mar 22 11:49:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140313/YutaMouse20-140313/YutaMouse20-140313
ElecNo	6
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 2459808 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 819936 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 43219 members 
Mstep: Class 3 contains 43157 members 
Mstep: Class 4 contains 42914 members 
Mstep: Class 5 contains 42953 members 
Mstep: Class 6 contains 43057 members 
Mstep: Class 7 contains 43112 members 
Mstep: Class 8 contains 43163 members 
Mstep: Class 9 contains 42799 members 
Mstep: Class 10 contains 43160 members 
Mstep: Class 11 contains 43501 members 
Mstep: Class 12 contains 42985 members 
Mstep: Class 13 contains 43025 members 
Mstep: Class 14 contains 43367 members 
Mstep: Class 15 contains 43214 members 
Mstep: Class 16 contains 43350 members 
Mstep: Class 17 contains 43202 members 
Mstep: Class 18 contains 42954 members 
Mstep: Class 19 contains 43147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 115.463737 but Gain 3377.011719
Score: -87710504.000000 Penalty: 60786.207031
Iteration 0F: 19 clusters Score -8.77105e+07 nChanged 774450
Entering Unmasked Mstep 
Mstep: Class 0 contains 4139 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 20072 members 
Mstep: Class 3 contains 28176 members 
Mstep: Class 4 contains 63405 members 
Mstep: Class 5 contains 30388 members 
Mstep: Class 6 contains 30180 members 
Mstep: Class 7 contains 5563 members 
Mstep: Class 8 contains 489634 members 
Mstep: Class 9 contains 15330 members 
Mstep: Class 11 contains 21731 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 30296 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 20486 members 
Mstep: Class 16 contains 3791 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 18588 members 
Mstep: Class 19 contains 18875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2288.124023 but Gain 3377.011719
Score: -91222128.000000 Penalty: 57409.195312
Iteration 1F: 18 clusters Score -9.122213e+07 nChanged 209031
Entering Unmasked Mstep 
Mstep: Class 0 contains 3267 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 12388 members 
Mstep: Class 3 contains 37099 members 
Mstep: Class 4 contains 58385 members 
Mstep: Class 5 contains 33200 members 
Mstep: Class 6 contains 20071 members 
Mstep: Class 7 contains 6409 members 
Mstep: Class 8 contains 533559 members 
Mstep: Class 9 contains 15986 members 
Mstep: Class 11 contains 14363 members 
Mstep: Class 13 contains 25763 members 
Mstep: Class 14 contains 1942 members 
Mstep: Class 15 contains 16840 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 10797 members 
Mstep: Class 19 contains 16536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -91531760.000000 Penalty: 57409.195312
Iteration 2F: 18 clusters Score -9.153176e+07 nChanged 139714
Entering Unmasked Mstep 
Mstep: Class 0 contains 2868 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 11210 members 
Mstep: Class 3 contains 55949 members 
Mstep: Class 4 contains 69113 members 
Mstep: Class 5 contains 36919 members 
Mstep: Class 6 contains 12986 members 
Mstep: Class 7 contains 4937 members 
Mstep: Class 8 contains 509044 members 
Mstep: Class 9 contains 20839 members 
Mstep: Class 11 contains 11282 members 
Mstep: Class 13 contains 25363 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 14565 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 8393 members 
Mstep: Class 19 contains 20194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3103.280029 but Gain 3377.011719
Score: -91824504.000000 Penalty: 54032.183594
Iteration 3F: 17 clusters Score -9.18245e+07 nChanged 114458
Entering Unmasked Mstep 
Mstep: Class 0 contains 2078 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 74552 members 
Mstep: Class 4 contains 87986 members 
Mstep: Class 5 contains 38898 members 
Mstep: Class 6 contains 8178 members 
Mstep: Class 7 contains 4166 members 
Mstep: Class 8 contains 470672 members 
Mstep: Class 9 contains 23673 members 
Mstep: Class 11 contains 10723 members 
Mstep: Class 13 contains 27535 members 
Mstep: Class 14 contains 671 members 
Mstep: Class 15 contains 12733 members 
Mstep: Class 16 contains 1392 members 
Mstep: Class 18 contains 8852 members 
Mstep: Class 19 contains 22258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92044168.000000 Penalty: 54032.183594
Iteration 4F: 17 clusters Score -9.204417e+07 nChanged 91722
Entering Unmasked Mstep 
Mstep: Class 0 contains 1647 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 14339 members 
Mstep: Class 3 contains 88128 members 
Mstep: Class 4 contains 109648 members 
Mstep: Class 5 contains 38648 members 
Mstep: Class 6 contains 5248 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 435395 members 
Mstep: Class 9 contains 23686 members 
Mstep: Class 11 contains 10746 members 
Mstep: Class 13 contains 30503 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 11521 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 18 contains 10640 members 
Mstep: Class 19 contains 20884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92212472.000000 Penalty: 54032.183594
Iteration 5F: 17 clusters Score -9.221247e+07 nChanged 73207
Entering Unmasked Mstep 
Mstep: Class 0 contains 1341 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 14883 members 
Mstep: Class 3 contains 96443 members 
Mstep: Class 4 contains 129385 members 
Mstep: Class 5 contains 37902 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 2857 members 
Mstep: Class 8 contains 411252 members 
Mstep: Class 9 contains 22635 members 
Mstep: Class 11 contains 10628 members 
Mstep: Class 13 contains 32653 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 10631 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 18 contains 12295 members 
Mstep: Class 19 contains 17374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92313352.000000 Penalty: 54032.183594
Iteration 6F: 17 clusters Score -9.231335e+07 nChanged 55578
Entering Unmasked Mstep 
Mstep: Class 0 contains 1299 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 14911 members 
Mstep: Class 3 contains 101621 members 
Mstep: Class 4 contains 145580 members 
Mstep: Class 5 contains 37012 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 395526 members 
Mstep: Class 9 contains 20875 members 
Mstep: Class 11 contains 10542 members 
Mstep: Class 13 contains 34007 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 9761 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 18 contains 13178 members 
Mstep: Class 19 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92380368.000000 Penalty: 54032.183594
Iteration 7F: 17 clusters Score -9.238037e+07 nChanged 42095
Entering Unmasked Mstep 
Mstep: Class 0 contains 1224 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 14853 members 
Mstep: Class 3 contains 104787 members 
Mstep: Class 4 contains 159392 members 
Mstep: Class 5 contains 35896 members 
Mstep: Class 6 contains 3055 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 384119 members 
Mstep: Class 9 contains 19048 members 
Mstep: Class 11 contains 10419 members 
Mstep: Class 13 contains 34771 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 8942 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 18 contains 13513 members 
Mstep: Class 19 contains 11471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92425552.000000 Penalty: 54032.183594
Iteration 8F: 17 clusters Score -9.242555e+07 nChanged 32778
Entering Unmasked Mstep 
Mstep: Class 0 contains 1206 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 14858 members 
Mstep: Class 3 contains 106753 members 
Mstep: Class 4 contains 171256 members 
Mstep: Class 5 contains 34545 members 
Mstep: Class 6 contains 2955 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 374995 members 
Mstep: Class 9 contains 17618 members 
Mstep: Class 11 contains 10377 members 
Mstep: Class 13 contains 35317 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 8373 members 
Mstep: Class 16 contains 1466 members 
Mstep: Class 18 contains 13516 members 
Mstep: Class 19 contains 9733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92453520.000000 Penalty: 54032.183594
Iteration 9Q: 17 clusters Score -9.245352e+07 nChanged 26875
Entering Unmasked Mstep 
Mstep: Class 0 contains 1206 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 14985 members 
Mstep: Class 3 contains 108180 members 
Mstep: Class 4 contains 181783 members 
Mstep: Class 5 contains 33148 members 
Mstep: Class 6 contains 2905 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 366714 members 
Mstep: Class 9 contains 16500 members 
Mstep: Class 11 contains 10383 members 
Mstep: Class 13 contains 35796 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 8034 members 
Mstep: Class 16 contains 1467 members 
Mstep: Class 18 contains 13368 members 
Mstep: Class 19 contains 8392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92473680.000000 Penalty: 54032.183594
Iteration 10Q: 17 clusters Score -9.247368e+07 nChanged 22750
Entering Unmasked Mstep 
Mstep: Class 0 contains 1206 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 15279 members 
Mstep: Class 3 contains 108956 members 
Mstep: Class 4 contains 191148 members 
Mstep: Class 5 contains 31726 members 
Mstep: Class 6 contains 2876 members 
Mstep: Class 7 contains 1497 members 
Mstep: Class 8 contains 359577 members 
Mstep: Class 9 contains 15689 members 
Mstep: Class 11 contains 10462 members 
Mstep: Class 13 contains 36074 members 
Mstep: Class 14 contains 558 members 
Mstep: Class 15 contains 7866 members 
Mstep: Class 16 contains 1466 members 
Mstep: Class 18 contains 13077 members 
Mstep: Class 19 contains 7338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92489872.000000 Penalty: 54032.183594
Iteration 11Q: 17 clusters Score -9.248987e+07 nChanged 19098
Entering Unmasked Mstep 
Mstep: Class 0 contains 1206 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 15597 members 
Mstep: Class 3 contains 109545 members 
Mstep: Class 4 contains 198951 members 
Mstep: Class 5 contains 30273 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 1446 members 
Mstep: Class 8 contains 353610 members 
Mstep: Class 9 contains 15139 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 13 contains 36343 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 7801 members 
Mstep: Class 16 contains 1465 members 
Mstep: Class 18 contains 12761 members 
Mstep: Class 19 contains 6538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92501504.000000 Penalty: 54032.183594
Iteration 12Q: 17 clusters Score -9.25015e+07 nChanged 16462
Entering Unmasked Mstep 
Mstep: Class 0 contains 1206 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15952 members 
Mstep: Class 3 contains 109741 members 
Mstep: Class 4 contains 205673 members 
Mstep: Class 5 contains 28898 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 348570 members 
Mstep: Class 9 contains 14761 members 
Mstep: Class 11 contains 10634 members 
Mstep: Class 13 contains 36548 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 7817 members 
Mstep: Class 16 contains 1465 members 
Mstep: Class 18 contains 12446 members 
Mstep: Class 19 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92511368.000000 Penalty: 54032.183594
Iteration 13Q: 17 clusters Score -9.251137e+07 nChanged 14441
Entering Unmasked Mstep 
Mstep: Class 0 contains 1206 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 16266 members 
Mstep: Class 3 contains 109745 members 
Mstep: Class 4 contains 211203 members 
Mstep: Class 5 contains 27576 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 344490 members 
Mstep: Class 9 contains 14525 members 
Mstep: Class 11 contains 10750 members 
Mstep: Class 13 contains 36831 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 7836 members 
Mstep: Class 16 contains 1466 members 
Mstep: Class 18 contains 12142 members 
Mstep: Class 19 contains 5486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92519024.000000 Penalty: 54032.183594
Iteration 14Q: 17 clusters Score -9.251902e+07 nChanged 13092
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 16613 members 
Mstep: Class 3 contains 109762 members 
Mstep: Class 4 contains 215890 members 
Mstep: Class 5 contains 26238 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 340849 members 
Mstep: Class 9 contains 14395 members 
Mstep: Class 11 contains 10901 members 
Mstep: Class 13 contains 37128 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 7876 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 18 contains 11881 members 
Mstep: Class 19 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92524960.000000 Penalty: 54032.183594
Iteration 15Q: 17 clusters Score -9.252496e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 16947 members 
Mstep: Class 3 contains 109766 members 
Mstep: Class 4 contains 219598 members 
Mstep: Class 5 contains 25024 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 337748 members 
Mstep: Class 9 contains 14305 members 
Mstep: Class 11 contains 11062 members 
Mstep: Class 13 contains 37530 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 7932 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 18 contains 11680 members 
Mstep: Class 19 contains 4898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92531400.000000 Penalty: 54032.183594
Iteration 16Q: 17 clusters Score -9.25314e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 17259 members 
Mstep: Class 3 contains 109762 members 
Mstep: Class 4 contains 222677 members 
Mstep: Class 5 contains 24037 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 334917 members 
Mstep: Class 9 contains 14286 members 
Mstep: Class 11 contains 11241 members 
Mstep: Class 13 contains 37965 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 18 contains 11488 members 
Mstep: Class 19 contains 4707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92537368.000000 Penalty: 54032.183594
Iteration 17Q: 17 clusters Score -9.253737e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 17553 members 
Mstep: Class 3 contains 109626 members 
Mstep: Class 4 contains 225217 members 
Mstep: Class 5 contains 23458 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 332325 members 
Mstep: Class 9 contains 14261 members 
Mstep: Class 11 contains 11364 members 
Mstep: Class 13 contains 38460 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 7959 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 18 contains 11329 members 
Mstep: Class 19 contains 4548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92542360.000000 Penalty: 54032.183594
Iteration 18Q: 17 clusters Score -9.254236e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 17895 members 
Mstep: Class 3 contains 109309 members 
Mstep: Class 4 contains 227318 members 
Mstep: Class 5 contains 23091 members 
Mstep: Class 6 contains 2875 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 330010 members 
Mstep: Class 9 contains 14239 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 13 contains 38942 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 7965 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 18 contains 11188 members 
Mstep: Class 19 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92545784.000000 Penalty: 54032.183594
Iteration 19Q: 17 clusters Score -9.254578e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 18303 members 
Mstep: Class 3 contains 108924 members 
Mstep: Class 4 contains 228986 members 
Mstep: Class 5 contains 22852 members 
Mstep: Class 6 contains 2877 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 327919 members 
Mstep: Class 9 contains 14243 members 
Mstep: Class 11 contains 11642 members 
Mstep: Class 13 contains 39492 members 
Mstep: Class 14 contains 636 members 
Mstep: Class 15 contains 7975 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 18 contains 11057 members 
Mstep: Class 19 contains 4300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92548400.000000 Penalty: 54032.183594
Iteration 20F: 17 clusters Score -9.25484e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 18705 members 
Mstep: Class 3 contains 108436 members 
Mstep: Class 4 contains 230256 members 
Mstep: Class 5 contains 22678 members 
Mstep: Class 6 contains 2876 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 326153 members 
Mstep: Class 9 contains 14251 members 
Mstep: Class 11 contains 11763 members 
Mstep: Class 13 contains 40097 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 8018 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 18 contains 10919 members 
Mstep: Class 19 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92550224.000000 Penalty: 54032.183594
Iteration 21Q: 17 clusters Score -9.255022e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 19077 members 
Mstep: Class 3 contains 107944 members 
Mstep: Class 4 contains 231192 members 
Mstep: Class 5 contains 22534 members 
Mstep: Class 6 contains 2875 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 324513 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 11 contains 11890 members 
Mstep: Class 13 contains 40818 members 
Mstep: Class 14 contains 663 members 
Mstep: Class 15 contains 8082 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 18 contains 10820 members 
Mstep: Class 19 contains 4119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92552552.000000 Penalty: 54032.183594
Iteration 22Q: 17 clusters Score -9.255255e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 19432 members 
Mstep: Class 3 contains 107437 members 
Mstep: Class 4 contains 231897 members 
Mstep: Class 5 contains 22433 members 
Mstep: Class 6 contains 2874 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 323115 members 
Mstep: Class 9 contains 14266 members 
Mstep: Class 11 contains 11966 members 
Mstep: Class 13 contains 41587 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 8132 members 
Mstep: Class 16 contains 1471 members 
Mstep: Class 18 contains 10733 members 
Mstep: Class 19 contains 4008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92555024.000000 Penalty: 54032.183594
Iteration 23Q: 17 clusters Score -9.255502e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 19777 members 
Mstep: Class 3 contains 106944 members 
Mstep: Class 4 contains 232401 members 
Mstep: Class 5 contains 22365 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 321866 members 
Mstep: Class 9 contains 14279 members 
Mstep: Class 11 contains 12045 members 
Mstep: Class 13 contains 42328 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 8169 members 
Mstep: Class 16 contains 1471 members 
Mstep: Class 18 contains 10668 members 
Mstep: Class 19 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92557144.000000 Penalty: 54032.183594
Iteration 24Q: 17 clusters Score -9.255714e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 20057 members 
Mstep: Class 3 contains 106471 members 
Mstep: Class 4 contains 232713 members 
Mstep: Class 5 contains 22293 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 320730 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 11 contains 12104 members 
Mstep: Class 13 contains 43139 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 8206 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10610 members 
Mstep: Class 19 contains 3853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92558904.000000 Penalty: 54032.183594
Iteration 25Q: 17 clusters Score -9.25589e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 20345 members 
Mstep: Class 3 contains 105947 members 
Mstep: Class 4 contains 232901 members 
Mstep: Class 5 contains 22234 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 319653 members 
Mstep: Class 9 contains 14310 members 
Mstep: Class 11 contains 12178 members 
Mstep: Class 13 contains 44019 members 
Mstep: Class 14 contains 708 members 
Mstep: Class 15 contains 8246 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10569 members 
Mstep: Class 19 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92560448.000000 Penalty: 54032.183594
Iteration 26Q: 17 clusters Score -9.256045e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 20650 members 
Mstep: Class 3 contains 105452 members 
Mstep: Class 4 contains 232940 members 
Mstep: Class 5 contains 22168 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 318658 members 
Mstep: Class 9 contains 14325 members 
Mstep: Class 11 contains 12226 members 
Mstep: Class 13 contains 44943 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 15 contains 8285 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10520 members 
Mstep: Class 19 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92562472.000000 Penalty: 54032.183594
Iteration 27Q: 17 clusters Score -9.256247e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 20965 members 
Mstep: Class 3 contains 105009 members 
Mstep: Class 4 contains 232861 members 
Mstep: Class 5 contains 22114 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 317689 members 
Mstep: Class 9 contains 14334 members 
Mstep: Class 11 contains 12280 members 
Mstep: Class 13 contains 45882 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 8311 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10490 members 
Mstep: Class 19 contains 3685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92564296.000000 Penalty: 54032.183594
Iteration 28Q: 17 clusters Score -9.25643e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 21204 members 
Mstep: Class 3 contains 104587 members 
Mstep: Class 4 contains 232516 members 
Mstep: Class 5 contains 22093 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 316975 members 
Mstep: Class 9 contains 14342 members 
Mstep: Class 11 contains 12318 members 
Mstep: Class 13 contains 46839 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 8327 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10479 members 
Mstep: Class 19 contains 3651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92565344.000000 Penalty: 54032.183594
Iteration 29Q: 17 clusters Score -9.256534e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 21431 members 
Mstep: Class 3 contains 104193 members 
Mstep: Class 4 contains 232083 members 
Mstep: Class 5 contains 22062 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 316298 members 
Mstep: Class 9 contains 14360 members 
Mstep: Class 11 contains 12353 members 
Mstep: Class 13 contains 47822 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10464 members 
Mstep: Class 19 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92566840.000000 Penalty: 54032.183594
Iteration 30Q: 17 clusters Score -9.256684e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 21562 members 
Mstep: Class 3 contains 103885 members 
Mstep: Class 4 contains 231652 members 
Mstep: Class 5 contains 22029 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 315590 members 
Mstep: Class 9 contains 14366 members 
Mstep: Class 11 contains 12382 members 
Mstep: Class 13 contains 48862 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 8366 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10460 members 
Mstep: Class 19 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92567960.000000 Penalty: 54032.183594
Iteration 31Q: 17 clusters Score -9.256796e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 21731 members 
Mstep: Class 3 contains 103578 members 
Mstep: Class 4 contains 231128 members 
Mstep: Class 5 contains 21989 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 314965 members 
Mstep: Class 9 contains 14363 members 
Mstep: Class 11 contains 12419 members 
Mstep: Class 13 contains 49907 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 8381 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10448 members 
Mstep: Class 19 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92569136.000000 Penalty: 54032.183594
Iteration 32Q: 17 clusters Score -9.256914e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 21890 members 
Mstep: Class 3 contains 103294 members 
Mstep: Class 4 contains 230562 members 
Mstep: Class 5 contains 21961 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 314345 members 
Mstep: Class 9 contains 14368 members 
Mstep: Class 11 contains 12430 members 
Mstep: Class 13 contains 50965 members 
Mstep: Class 14 contains 777 members 
Mstep: Class 15 contains 8386 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10449 members 
Mstep: Class 19 contains 3491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92569832.000000 Penalty: 54032.183594
Iteration 33Q: 17 clusters Score -9.256983e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1206 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 22043 members 
Mstep: Class 3 contains 103037 members 
Mstep: Class 4 contains 230053 members 
Mstep: Class 5 contains 21933 members 
Mstep: Class 6 contains 2874 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 313618 members 
Mstep: Class 9 contains 14378 members 
Mstep: Class 11 contains 12426 members 
Mstep: Class 13 contains 52055 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 8402 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10443 members 
Mstep: Class 19 contains 3457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92571216.000000 Penalty: 54032.183594
Iteration 34Q: 17 clusters Score -9.257122e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 1206 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 22173 members 
Mstep: Class 3 contains 102803 members 
Mstep: Class 4 contains 229569 members 
Mstep: Class 5 contains 21910 members 
Mstep: Class 6 contains 2874 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 312861 members 
Mstep: Class 9 contains 14377 members 
Mstep: Class 11 contains 12458 members 
Mstep: Class 13 contains 53134 members 
Mstep: Class 14 contains 782 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10431 members 
Mstep: Class 19 contains 3403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92572432.000000 Penalty: 54032.183594
Iteration 35Q: 17 clusters Score -9.257243e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1206 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 22314 members 
Mstep: Class 3 contains 102525 members 
Mstep: Class 4 contains 229011 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 2874 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 312235 members 
Mstep: Class 9 contains 14388 members 
Mstep: Class 11 contains 12466 members 
Mstep: Class 13 contains 54176 members 
Mstep: Class 14 contains 783 members 
Mstep: Class 15 contains 8416 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10407 members 
Mstep: Class 19 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92573536.000000 Penalty: 54032.183594
Iteration 36Q: 17 clusters Score -9.257354e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1206 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 22433 members 
Mstep: Class 3 contains 102240 members 
Mstep: Class 4 contains 228445 members 
Mstep: Class 5 contains 21862 members 
Mstep: Class 6 contains 2874 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 311555 members 
Mstep: Class 9 contains 14402 members 
Mstep: Class 11 contains 12462 members 
Mstep: Class 13 contains 55285 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10382 members 
Mstep: Class 19 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92574400.000000 Penalty: 54032.183594
Iteration 37Q: 17 clusters Score -9.25744e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1206 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 22539 members 
Mstep: Class 3 contains 101987 members 
Mstep: Class 4 contains 227767 members 
Mstep: Class 5 contains 21842 members 
Mstep: Class 6 contains 2875 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 311022 members 
Mstep: Class 9 contains 14411 members 
Mstep: Class 11 contains 12455 members 
Mstep: Class 13 contains 56352 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 8417 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 3279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92575096.000000 Penalty: 54032.183594
Iteration 38Q: 17 clusters Score -9.25751e+07 nChanged 4165
Entering ConstructFrom: 
Score: -92575096.000000 Penalty: 54032.183594
Entering ConstructFrom: 
Trying to split cluster 1 (22196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Entering Unmasked Estep 
Score: -2461469.250000 Penalty: 2481.901611
	Iteration 0F: 2 clusters Score -2461469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2446061.000000 Penalty: 4963.803223
	Iteration 0F: 3 clusters Score -2446061 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2451556.500000 Penalty: 4963.803223
	Iteration 1F: 3 clusters Score -2451556 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2452189.750000 Penalty: 4963.803223
	Iteration 2F: 3 clusters Score -2452190 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2452852.750000 Penalty: 4963.803223
	Iteration 3F: 3 clusters Score -2452853 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2453659.750000 Penalty: 4963.803223
	Iteration 4F: 3 clusters Score -2453660 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2454601.000000 Penalty: 4963.803223
	Iteration 5F: 3 clusters Score -2454601 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2455708.250000 Penalty: 4963.803223
	Iteration 6F: 3 clusters Score -2455708 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2457021.000000 Penalty: 4963.803223
	Iteration 7F: 3 clusters Score -2457021 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2458446.000000 Penalty: 4963.803223
	Iteration 8F: 3 clusters Score -2458446 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2459582.000000 Penalty: 4963.803223
	Iteration 9F: 3 clusters Score -2459582 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2460400.250000 Penalty: 4963.803223
	Iteration 10Q: 3 clusters Score -2460400 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2460949.500000 Penalty: 4963.803223
	Iteration 11Q: 3 clusters Score -2460950 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2461255.000000 Penalty: 4963.803223
	Iteration 12Q: 3 clusters Score -2461255 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2461448.500000 Penalty: 4963.803223
	Iteration 13Q: 3 clusters Score -2461448 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2461590.500000 Penalty: 4963.803223
	Iteration 14Q: 3 clusters Score -2461590 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2461663.000000 Penalty: 4963.803223
	Iteration 15Q: 3 clusters Score -2461663 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2461721.250000 Penalty: 4963.803223
	Iteration 16Q: 3 clusters Score -2461721 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2461754.250000 Penalty: 4963.803223
	Iteration 17Q: 3 clusters Score -2461754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2461769.500000 Penalty: 4963.803223
	Iteration 18Q: 3 clusters Score -2461770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2461776.000000 Penalty: 4963.803223
	Iteration 19Q: 3 clusters Score -2461776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2461774.500000 Penalty: 4963.803223
	Iteration 20F: 3 clusters Score -2461774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2461780.000000 Penalty: 4963.803223
	Iteration 21Q: 3 clusters Score -2461780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2461786.500000 Penalty: 4963.803223
	Iteration 22Q: 3 clusters Score -2461786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2461791.750000 Penalty: 4963.803223
	Iteration 23Q: 3 clusters Score -2461792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2461787.250000 Penalty: 4963.803223
	Iteration 24Q: 3 clusters Score -2461787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2461789.000000 Penalty: 4963.803223
	Iteration 25Q: 3 clusters Score -2461789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2461789.000000 Penalty: 4963.803223
	Iteration 26F: 3 clusters Score -2461789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 22657 members 
Mstep: Class 3 contains 101703 members 
Mstep: Class 4 contains 227037 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 2875 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 310582 members 
Mstep: Class 9 contains 14416 members 
Mstep: Class 10 contains 612 members 
Mstep: Class 11 contains 12443 members 
Mstep: Class 13 contains 57427 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 8416 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 3222 members 
Entering Unmasked Estep 
Score: -92574848.000000 Penalty: 57409.195312
Splitting cluster 1 changes total score from -92575096.000000 to -92574848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Entering Unmasked Estep 
Score: -2604106.750000 Penalty: 2486.999512
	Iteration 0F: 2 clusters Score -2604107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2588313.750000 Penalty: 4973.999023
	Iteration 0F: 3 clusters Score -2588314 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2593714.500000 Penalty: 4973.999023
	Iteration 1F: 3 clusters Score -2593714 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2594168.500000 Penalty: 4973.999023
	Iteration 2F: 3 clusters Score -2594168 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2594501.500000 Penalty: 4973.999023
	Iteration 3Q: 3 clusters Score -2594502 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2594841.500000 Penalty: 4973.999023
	Iteration 4Q: 3 clusters Score -2594842 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2595191.500000 Penalty: 4973.999023
	Iteration 5Q: 3 clusters Score -2595192 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2595596.000000 Penalty: 4973.999023
	Iteration 6Q: 3 clusters Score -2595596 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2596144.500000 Penalty: 4973.999023
	Iteration 7Q: 3 clusters Score -2596144 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2596944.750000 Penalty: 4973.999023
	Iteration 8F: 3 clusters Score -2596945 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2597942.000000 Penalty: 4973.999023
	Iteration 9F: 3 clusters Score -2597942 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2599017.250000 Penalty: 4973.999023
	Iteration 10F: 3 clusters Score -2599017 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2600020.250000 Penalty: 4973.999023
	Iteration 11F: 3 clusters Score -2600020 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2600811.750000 Penalty: 4973.999023
	Iteration 12Q: 3 clusters Score -2600812 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2601361.500000 Penalty: 4973.999023
	Iteration 13Q: 3 clusters Score -2601362 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2601721.500000 Penalty: 4973.999023
	Iteration 14Q: 3 clusters Score -2601722 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2602020.750000 Penalty: 4973.999023
	Iteration 15Q: 3 clusters Score -2602021 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2602226.750000 Penalty: 4973.999023
	Iteration 16Q: 3 clusters Score -2602227 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2602370.500000 Penalty: 4973.999023
	Iteration 17Q: 3 clusters Score -2602370 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2602451.500000 Penalty: 4973.999023
	Iteration 18Q: 3 clusters Score -2602452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2602496.500000 Penalty: 4973.999023
	Iteration 19Q: 3 clusters Score -2602496 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2602520.750000 Penalty: 4973.999023
	Iteration 20F: 3 clusters Score -2602521 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2602539.250000 Penalty: 4973.999023
	Iteration 21Q: 3 clusters Score -2602539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2602553.500000 Penalty: 4973.999023
	Iteration 22Q: 3 clusters Score -2602554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2602561.500000 Penalty: 4973.999023
	Iteration 23Q: 3 clusters Score -2602562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2602564.000000 Penalty: 4973.999023
	Iteration 24Q: 3 clusters Score -2602564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2602573.000000 Penalty: 4973.999023
	Iteration 25Q: 3 clusters Score -2602573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2602576.000000 Penalty: 4973.999023
	Iteration 26Q: 3 clusters Score -2602576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2602578.000000 Penalty: 4973.999023
	Iteration 27Q: 3 clusters Score -2602578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2602585.000000 Penalty: 4973.999023
	Iteration 28Q: 3 clusters Score -2602585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2602595.250000 Penalty: 4973.999023
	Iteration 29Q: 3 clusters Score -2602595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2602592.500000 Penalty: 4973.999023
	Iteration 30Q: 3 clusters Score -2602592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2602596.750000 Penalty: 4973.999023
	Iteration 31Q: 3 clusters Score -2602597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2602600.500000 Penalty: 4973.999023
	Iteration 32Q: 3 clusters Score -2602600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2602601.750000 Penalty: 4973.999023
	Iteration 33Q: 3 clusters Score -2602602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2602597.250000 Penalty: 4973.999023
	Iteration 34Q: 3 clusters Score -2602597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2602603.250000 Penalty: 4973.999023
	Iteration 35Q: 3 clusters Score -2602603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2602608.000000 Penalty: 4973.999023
	Iteration 36Q: 3 clusters Score -2602608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2602609.500000 Penalty: 4973.999023
	Iteration 37Q: 3 clusters Score -2602610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2602612.000000 Penalty: 4973.999023
	Iteration 38Q: 3 clusters Score -2602612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2602611.500000 Penalty: 4973.999023
	Iteration 39Q: 3 clusters Score -2602612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2602614.750000 Penalty: 4973.999023
	Iteration 40F: 3 clusters Score -2602615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2602615.000000 Penalty: 4973.999023
	Iteration 41Q: 3 clusters Score -2602615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2602615.000000 Penalty: 4973.999023
	Iteration 42F: 3 clusters Score -2602615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101703 members 
Entering Unmasked Estep 
Score: -11735386.000000 Penalty: 2859.393311
	Iteration 0F: 2 clusters Score -1.173539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -11667275.000000 Penalty: 5718.786621
	Iteration 0F: 3 clusters Score -1.166728e+07 nChanged 48047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -11695017.000000 Penalty: 5718.786621
	Iteration 1F: 3 clusters Score -1.169502e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -11695875.000000 Penalty: 5718.786621
	Iteration 2Q: 3 clusters Score -1.169588e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -11697017.000000 Penalty: 5718.786621
	Iteration 3Q: 3 clusters Score -1.169702e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -11698279.000000 Penalty: 5718.786621
	Iteration 4Q: 3 clusters Score -1.169828e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -11700278.000000 Penalty: 5718.786621
	Iteration 5Q: 3 clusters Score -1.170028e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -11703032.000000 Penalty: 5718.786621
	Iteration 6Q: 3 clusters Score -1.170303e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -11706783.000000 Penalty: 5718.786621
	Iteration 7F: 3 clusters Score -1.170678e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -11711403.000000 Penalty: 5718.786621
	Iteration 8F: 3 clusters Score -1.17114e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 74921 members 
Entering Unmasked Estep 
Score: -11716166.000000 Penalty: 5718.786621
	Iteration 9F: 3 clusters Score -1.171617e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -11720196.000000 Penalty: 5718.786621
	Iteration 10F: 3 clusters Score -1.17202e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 81946 members 
Entering Unmasked Estep 
Score: -11723143.000000 Penalty: 5718.786621
	Iteration 11Q: 3 clusters Score -1.172314e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -11725035.000000 Penalty: 5718.786621
	Iteration 12Q: 3 clusters Score -1.172504e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
Score: -11726425.000000 Penalty: 5718.786621
	Iteration 13Q: 3 clusters Score -1.172642e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 88412 members 
Entering Unmasked Estep 
Score: -11727531.000000 Penalty: 5718.786621
	Iteration 14Q: 3 clusters Score -1.172753e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 90067 members 
Entering Unmasked Estep 
Score: -11728556.000000 Penalty: 5718.786621
	Iteration 15Q: 3 clusters Score -1.172856e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -11729434.000000 Penalty: 5718.786621
	Iteration 16Q: 3 clusters Score -1.172943e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 92850 members 
Entering Unmasked Estep 
Score: -11730199.000000 Penalty: 5718.786621
	Iteration 17Q: 3 clusters Score -1.17302e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 93887 members 
Entering Unmasked Estep 
Score: -11730723.000000 Penalty: 5718.786621
	Iteration 18Q: 3 clusters Score -1.173072e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 94737 members 
Entering Unmasked Estep 
Score: -11731082.000000 Penalty: 5718.786621
	Iteration 19Q: 3 clusters Score -1.173108e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -11731364.000000 Penalty: 5718.786621
	Iteration 20F: 3 clusters Score -1.173136e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -11731606.000000 Penalty: 5718.786621
	Iteration 21Q: 3 clusters Score -1.173161e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 96643 members 
Entering Unmasked Estep 
Score: -11731888.000000 Penalty: 5718.786621
	Iteration 22Q: 3 clusters Score -1.173189e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -11732094.000000 Penalty: 5718.786621
	Iteration 23Q: 3 clusters Score -1.173209e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 97545 members 
Entering Unmasked Estep 
Score: -11732237.000000 Penalty: 5718.786621
	Iteration 24Q: 3 clusters Score -1.173224e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -11732359.000000 Penalty: 5718.786621
	Iteration 25Q: 3 clusters Score -1.173236e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -11732453.000000 Penalty: 5718.786621
	Iteration 26Q: 3 clusters Score -1.173245e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 98387 members 
Entering Unmasked Estep 
Score: -11732508.000000 Penalty: 5718.786621
	Iteration 27Q: 3 clusters Score -1.173251e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 98564 members 
Entering Unmasked Estep 
Score: -11732573.000000 Penalty: 5718.786621
	Iteration 28Q: 3 clusters Score -1.173257e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 98713 members 
Entering Unmasked Estep 
Score: -11732605.000000 Penalty: 5718.786621
	Iteration 29Q: 3 clusters Score -1.17326e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 98844 members 
Entering Unmasked Estep 
Score: -11732645.000000 Penalty: 5718.786621
	Iteration 30Q: 3 clusters Score -1.173264e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 98957 members 
Entering Unmasked Estep 
Score: -11732672.000000 Penalty: 5718.786621
	Iteration 31Q: 3 clusters Score -1.173267e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -11732702.000000 Penalty: 5718.786621
	Iteration 32Q: 3 clusters Score -1.17327e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 99161 members 
Entering Unmasked Estep 
Score: -11732733.000000 Penalty: 5718.786621
	Iteration 33Q: 3 clusters Score -1.173273e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -11732767.000000 Penalty: 5718.786621
	Iteration 34Q: 3 clusters Score -1.173277e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -11732800.000000 Penalty: 5718.786621
	Iteration 35Q: 3 clusters Score -1.17328e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 99387 members 
Entering Unmasked Estep 
Score: -11732814.000000 Penalty: 5718.786621
	Iteration 36Q: 3 clusters Score -1.173281e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 99451 members 
Entering Unmasked Estep 
Score: -11732801.000000 Penalty: 5718.786621
	Iteration 37Q: 3 clusters Score -1.17328e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 99507 members 
Entering Unmasked Estep 
Score: -11732820.000000 Penalty: 5718.786621
	Iteration 38Q: 3 clusters Score -1.173282e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 99556 members 
Entering Unmasked Estep 
Score: -11732813.000000 Penalty: 5718.786621
	Iteration 39Q: 3 clusters Score -1.173281e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -11732843.000000 Penalty: 5718.786621
	Iteration 40F: 3 clusters Score -1.173284e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -11732883.000000 Penalty: 5718.786621
	Iteration 41Q: 3 clusters Score -1.173288e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -11732888.000000 Penalty: 5718.786621
	Iteration 42Q: 3 clusters Score -1.173289e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -11732888.000000 Penalty: 5718.786621
	Iteration 43Q: 3 clusters Score -1.173289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 99736 members 
Entering Unmasked Estep 
Score: -11732889.000000 Penalty: 5718.786621
	Iteration 44Q: 3 clusters Score -1.173289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 99761 members 
Entering Unmasked Estep 
Score: -11732878.000000 Penalty: 5718.786621
	Iteration 45Q: 3 clusters Score -1.173288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 99776 members 
Entering Unmasked Estep 
Score: -11732885.000000 Penalty: 5718.786621
	Iteration 46Q: 3 clusters Score -1.173288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 99793 members 
Entering Unmasked Estep 
Score: -11732886.000000 Penalty: 5718.786621
	Iteration 47Q: 3 clusters Score -1.173289e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 99814 members 
Entering Unmasked Estep 
Score: -11732895.000000 Penalty: 5718.786621
	Iteration 48Q: 3 clusters Score -1.17329e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 99834 members 
Entering Unmasked Estep 
Score: -11732905.000000 Penalty: 5718.786621
	Iteration 49Q: 3 clusters Score -1.17329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 99849 members 
Entering Unmasked Estep 
Score: -11732915.000000 Penalty: 5718.786621
	Iteration 50Q: 3 clusters Score -1.173292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -11732921.000000 Penalty: 5718.786621
	Iteration 51Q: 3 clusters Score -1.173292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -11732911.000000 Penalty: 5718.786621
	Iteration 52Q: 3 clusters Score -1.173291e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -11732911.000000 Penalty: 5718.786621
	Iteration 53Q: 3 clusters Score -1.173291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 99900 members 
Entering Unmasked Estep 
Score: -11732928.000000 Penalty: 5718.786621
	Iteration 54Q: 3 clusters Score -1.173293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 99910 members 
Entering Unmasked Estep 
Score: -11732924.000000 Penalty: 5718.786621
	Iteration 55Q: 3 clusters Score -1.173292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 99919 members 
Entering Unmasked Estep 
Score: -11732933.000000 Penalty: 5718.786621
	Iteration 56Q: 3 clusters Score -1.173293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 99926 members 
Entering Unmasked Estep 
Score: -11732927.000000 Penalty: 5718.786621
	Iteration 57Q: 3 clusters Score -1.173293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 99933 members 
Entering Unmasked Estep 
Score: -11732946.000000 Penalty: 5718.786621
	Iteration 58Q: 3 clusters Score -1.173295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 99938 members 
Entering Unmasked Estep 
Score: -11732941.000000 Penalty: 5718.786621
	Iteration 59Q: 3 clusters Score -1.173294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 99944 members 
Entering Unmasked Estep 
Score: -11732941.000000 Penalty: 5718.786621
	Iteration 60F: 3 clusters Score -1.173294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 99958 members 
Entering Unmasked Estep 
Score: -11732960.000000 Penalty: 5718.786621
	Iteration 61Q: 3 clusters Score -1.173296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 99976 members 
Entering Unmasked Estep 
Score: -11732956.000000 Penalty: 5718.786621
	Iteration 62Q: 3 clusters Score -1.173296e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 99992 members 
Entering Unmasked Estep 
Score: -11732971.000000 Penalty: 5718.786621
	Iteration 63Q: 3 clusters Score -1.173297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 100007 members 
Entering Unmasked Estep 
Score: -11732975.000000 Penalty: 5718.786621
	Iteration 64Q: 3 clusters Score -1.173298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -11732984.000000 Penalty: 5718.786621
	Iteration 65Q: 3 clusters Score -1.173298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 100029 members 
Entering Unmasked Estep 
Score: -11732978.000000 Penalty: 5718.786621
	Iteration 66Q: 3 clusters Score -1.173298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 100035 members 
Entering Unmasked Estep 
Score: -11732973.000000 Penalty: 5718.786621
	Iteration 67Q: 3 clusters Score -1.173297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 100042 members 
Entering Unmasked Estep 
Score: -11732976.000000 Penalty: 5718.786621
	Iteration 68Q: 3 clusters Score -1.173298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 100050 members 
Entering Unmasked Estep 
Score: -11732986.000000 Penalty: 5718.786621
	Iteration 69Q: 3 clusters Score -1.173299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 100057 members 
Entering Unmasked Estep 
Score: -11732980.000000 Penalty: 5718.786621
	Iteration 70Q: 3 clusters Score -1.173298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 100064 members 
Entering Unmasked Estep 
Score: -11732980.000000 Penalty: 5718.786621
	Iteration 71Q: 3 clusters Score -1.173298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 100074 members 
Entering Unmasked Estep 
Score: -11732984.000000 Penalty: 5718.786621
	Iteration 72Q: 3 clusters Score -1.173298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 100091 members 
Entering Unmasked Estep 
Score: -11732991.000000 Penalty: 5718.786621
	Iteration 73Q: 3 clusters Score -1.173299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 100104 members 
Entering Unmasked Estep 
Score: -11732998.000000 Penalty: 5718.786621
	Iteration 74Q: 3 clusters Score -1.1733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 100116 members 
Entering Unmasked Estep 
Score: -11732992.000000 Penalty: 5718.786621
	Iteration 75Q: 3 clusters Score -1.173299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -11733001.000000 Penalty: 5718.786621
	Iteration 76Q: 3 clusters Score -1.1733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
Score: -11733022.000000 Penalty: 5718.786621
	Iteration 77Q: 3 clusters Score -1.173302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 100158 members 
Entering Unmasked Estep 
Score: -11733034.000000 Penalty: 5718.786621
	Iteration 78Q: 3 clusters Score -1.173303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -11733034.000000 Penalty: 5718.786621
	Iteration 79Q: 3 clusters Score -1.173303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 100170 members 
Entering Unmasked Estep 
Score: -11733034.000000 Penalty: 5718.786621
	Iteration 80F: 3 clusters Score -1.173303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 100177 members 
Entering Unmasked Estep 
Score: -11733036.000000 Penalty: 5718.786621
	Iteration 81Q: 3 clusters Score -1.173304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 100187 members 
Entering Unmasked Estep 
Score: -11733032.000000 Penalty: 5718.786621
	Iteration 82Q: 3 clusters Score -1.173303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 100189 members 
Entering Unmasked Estep 
Score: -11733032.000000 Penalty: 5718.786621
	Iteration 83Q: 3 clusters Score -1.173303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 100190 members 
Entering Unmasked Estep 
Score: -11733040.000000 Penalty: 5718.786621
	Iteration 84Q: 3 clusters Score -1.173304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 100191 members 
Entering Unmasked Estep 
Score: -11733039.000000 Penalty: 5718.786621
	Iteration 85Q: 3 clusters Score -1.173304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 100193 members 
Entering Unmasked Estep 
Score: -11733041.000000 Penalty: 5718.786621
	Iteration 86Q: 3 clusters Score -1.173304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 100194 members 
Entering Unmasked Estep 
Score: -11733044.000000 Penalty: 5718.786621
	Iteration 87Q: 3 clusters Score -1.173304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -11733043.000000 Penalty: 5718.786621
	Iteration 88Q: 3 clusters Score -1.173304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -11733043.000000 Penalty: 5718.786621
	Iteration 89F: 3 clusters Score -1.173304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (227037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227037 members 
Entering Unmasked Estep 
Score: -26236638.000000 Penalty: 3058.551514
	Iteration 0F: 2 clusters Score -2.623664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113512 members 
Mstep: Class 2 contains 113525 members 
Entering Unmasked Estep 
Score: -26096832.000000 Penalty: 6117.103027
	Iteration 0F: 3 clusters Score -2.609683e+07 nChanged 109777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113889 members 
Mstep: Class 2 contains 113148 members 
Entering Unmasked Estep 
Score: -26161636.000000 Penalty: 6117.103027
	Iteration 1F: 3 clusters Score -2.616164e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114003 members 
Mstep: Class 2 contains 113034 members 
Entering Unmasked Estep 
Score: -26164604.000000 Penalty: 6117.103027
	Iteration 2Q: 3 clusters Score -2.61646e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114436 members 
Mstep: Class 2 contains 112601 members 
Entering Unmasked Estep 
Score: -26170216.000000 Penalty: 6117.103027
	Iteration 3Q: 3 clusters Score -2.617022e+07 nChanged 13076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115266 members 
Mstep: Class 2 contains 111771 members 
Entering Unmasked Estep 
Score: -26178090.000000 Penalty: 6117.103027
	Iteration 4F: 3 clusters Score -2.617809e+07 nChanged 14661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116149 members 
Mstep: Class 2 contains 110888 members 
Entering Unmasked Estep 
Score: -26187698.000000 Penalty: 6117.103027
	Iteration 5F: 3 clusters Score -2.61877e+07 nChanged 15381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116886 members 
Mstep: Class 2 contains 110151 members 
Entering Unmasked Estep 
Score: -26197250.000000 Penalty: 6117.103027
	Iteration 6F: 3 clusters Score -2.619725e+07 nChanged 14744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117166 members 
Mstep: Class 2 contains 109871 members 
Entering Unmasked Estep 
Score: -26206466.000000 Penalty: 6117.103027
	Iteration 7F: 3 clusters Score -2.620647e+07 nChanged 12930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117004 members 
Mstep: Class 2 contains 110033 members 
Entering Unmasked Estep 
Score: -26213588.000000 Penalty: 6117.103027
	Iteration 8F: 3 clusters Score -2.621359e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116669 members 
Mstep: Class 2 contains 110368 members 
Entering Unmasked Estep 
Score: -26218448.000000 Penalty: 6117.103027
	Iteration 9Q: 3 clusters Score -2.621845e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116608 members 
Mstep: Class 2 contains 110429 members 
Entering Unmasked Estep 
Score: -26221140.000000 Penalty: 6117.103027
	Iteration 10Q: 3 clusters Score -2.622114e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116781 members 
Mstep: Class 2 contains 110256 members 
Entering Unmasked Estep 
Score: -26222528.000000 Penalty: 6117.103027
	Iteration 11Q: 3 clusters Score -2.622253e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117050 members 
Mstep: Class 2 contains 109987 members 
Entering Unmasked Estep 
Score: -26223306.000000 Penalty: 6117.103027
	Iteration 12Q: 3 clusters Score -2.622331e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117345 members 
Mstep: Class 2 contains 109692 members 
Entering Unmasked Estep 
Score: -26223794.000000 Penalty: 6117.103027
	Iteration 13Q: 3 clusters Score -2.622379e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117579 members 
Mstep: Class 2 contains 109458 members 
Entering Unmasked Estep 
Score: -26224096.000000 Penalty: 6117.103027
	Iteration 14Q: 3 clusters Score -2.62241e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117726 members 
Mstep: Class 2 contains 109311 members 
Entering Unmasked Estep 
Score: -26224306.000000 Penalty: 6117.103027
	Iteration 15Q: 3 clusters Score -2.622431e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117784 members 
Mstep: Class 2 contains 109253 members 
Entering Unmasked Estep 
Score: -26224656.000000 Penalty: 6117.103027
	Iteration 16Q: 3 clusters Score -2.622466e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117748 members 
Mstep: Class 2 contains 109289 members 
Entering Unmasked Estep 
Score: -26224772.000000 Penalty: 6117.103027
	Iteration 17Q: 3 clusters Score -2.622477e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117716 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -26224942.000000 Penalty: 6117.103027
	Iteration 18Q: 3 clusters Score -2.622494e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117625 members 
Mstep: Class 2 contains 109412 members 
Entering Unmasked Estep 
Score: -26225148.000000 Penalty: 6117.103027
	Iteration 19Q: 3 clusters Score -2.622515e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117466 members 
Mstep: Class 2 contains 109571 members 
Entering Unmasked Estep 
Score: -26225398.000000 Penalty: 6117.103027
	Iteration 20F: 3 clusters Score -2.62254e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117207 members 
Mstep: Class 2 contains 109830 members 
Entering Unmasked Estep 
Score: -26225524.000000 Penalty: 6117.103027
	Iteration 21Q: 3 clusters Score -2.622552e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116949 members 
Mstep: Class 2 contains 110088 members 
Entering Unmasked Estep 
Score: -26225614.000000 Penalty: 6117.103027
	Iteration 22Q: 3 clusters Score -2.622561e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116685 members 
Mstep: Class 2 contains 110352 members 
Entering Unmasked Estep 
Score: -26225820.000000 Penalty: 6117.103027
	Iteration 23Q: 3 clusters Score -2.622582e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116382 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -26226016.000000 Penalty: 6117.103027
	Iteration 24Q: 3 clusters Score -2.622602e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116010 members 
Mstep: Class 2 contains 111027 members 
Entering Unmasked Estep 
Score: -26226072.000000 Penalty: 6117.103027
	Iteration 25Q: 3 clusters Score -2.622607e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115584 members 
Mstep: Class 2 contains 111453 members 
Entering Unmasked Estep 
Score: -26226278.000000 Penalty: 6117.103027
	Iteration 26Q: 3 clusters Score -2.622628e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115127 members 
Mstep: Class 2 contains 111910 members 
Entering Unmasked Estep 
Score: -26226374.000000 Penalty: 6117.103027
	Iteration 27Q: 3 clusters Score -2.622637e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114601 members 
Mstep: Class 2 contains 112436 members 
Entering Unmasked Estep 
Score: -26226448.000000 Penalty: 6117.103027
	Iteration 28Q: 3 clusters Score -2.622645e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114002 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -26226680.000000 Penalty: 6117.103027
	Iteration 29Q: 3 clusters Score -2.622668e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113387 members 
Mstep: Class 2 contains 113650 members 
Entering Unmasked Estep 
Score: -26226760.000000 Penalty: 6117.103027
	Iteration 30Q: 3 clusters Score -2.622676e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112766 members 
Mstep: Class 2 contains 114271 members 
Entering Unmasked Estep 
Score: -26226942.000000 Penalty: 6117.103027
	Iteration 31Q: 3 clusters Score -2.622694e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112057 members 
Mstep: Class 2 contains 114980 members 
Entering Unmasked Estep 
Score: -26227056.000000 Penalty: 6117.103027
	Iteration 32Q: 3 clusters Score -2.622706e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111377 members 
Mstep: Class 2 contains 115660 members 
Entering Unmasked Estep 
Score: -26227226.000000 Penalty: 6117.103027
	Iteration 33Q: 3 clusters Score -2.622723e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 116350 members 
Entering Unmasked Estep 
Score: -26227290.000000 Penalty: 6117.103027
	Iteration 34Q: 3 clusters Score -2.622729e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109924 members 
Mstep: Class 2 contains 117113 members 
Entering Unmasked Estep 
Score: -26227386.000000 Penalty: 6117.103027
	Iteration 35Q: 3 clusters Score -2.622739e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109076 members 
Mstep: Class 2 contains 117961 members 
Entering Unmasked Estep 
Score: -26227366.000000 Penalty: 6117.103027
	Iteration 36Q: 3 clusters Score -2.622737e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108245 members 
Mstep: Class 2 contains 118792 members 
Entering Unmasked Estep 
Score: -26227544.000000 Penalty: 6117.103027
	Iteration 37Q: 3 clusters Score -2.622754e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107324 members 
Mstep: Class 2 contains 119713 members 
Entering Unmasked Estep 
Score: -26227632.000000 Penalty: 6117.103027
	Iteration 38Q: 3 clusters Score -2.622763e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106371 members 
Mstep: Class 2 contains 120666 members 
Entering Unmasked Estep 
Score: -26227776.000000 Penalty: 6117.103027
	Iteration 39Q: 3 clusters Score -2.622778e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105348 members 
Mstep: Class 2 contains 121689 members 
Entering Unmasked Estep 
Score: -26227982.000000 Penalty: 6117.103027
	Iteration 40F: 3 clusters Score -2.622798e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104284 members 
Mstep: Class 2 contains 122753 members 
Entering Unmasked Estep 
Score: -26228124.000000 Penalty: 6117.103027
	Iteration 41Q: 3 clusters Score -2.622812e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103171 members 
Mstep: Class 2 contains 123866 members 
Entering Unmasked Estep 
Score: -26228290.000000 Penalty: 6117.103027
	Iteration 42Q: 3 clusters Score -2.622829e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102032 members 
Mstep: Class 2 contains 125005 members 
Entering Unmasked Estep 
Score: -26228382.000000 Penalty: 6117.103027
	Iteration 43Q: 3 clusters Score -2.622838e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 126138 members 
Entering Unmasked Estep 
Score: -26228424.000000 Penalty: 6117.103027
	Iteration 44Q: 3 clusters Score -2.622842e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 127305 members 
Entering Unmasked Estep 
Score: -26228536.000000 Penalty: 6117.103027
	Iteration 45Q: 3 clusters Score -2.622854e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 128517 members 
Entering Unmasked Estep 
Score: -26228586.000000 Penalty: 6117.103027
	Iteration 46Q: 3 clusters Score -2.622859e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 129724 members 
Entering Unmasked Estep 
Score: -26228838.000000 Penalty: 6117.103027
	Iteration 47Q: 3 clusters Score -2.622884e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 131012 members 
Entering Unmasked Estep 
Score: -26228910.000000 Penalty: 6117.103027
	Iteration 48Q: 3 clusters Score -2.622891e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94645 members 
Mstep: Class 2 contains 132392 members 
Entering Unmasked Estep 
Score: -26229100.000000 Penalty: 6117.103027
	Iteration 49Q: 3 clusters Score -2.62291e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93192 members 
Mstep: Class 2 contains 133845 members 
Entering Unmasked Estep 
Score: -26229272.000000 Penalty: 6117.103027
	Iteration 50Q: 3 clusters Score -2.622927e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 135438 members 
Entering Unmasked Estep 
Score: -26229466.000000 Penalty: 6117.103027
	Iteration 51Q: 3 clusters Score -2.622947e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 137117 members 
Entering Unmasked Estep 
Score: -26229736.000000 Penalty: 6117.103027
	Iteration 52Q: 3 clusters Score -2.622974e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 138792 members 
Entering Unmasked Estep 
Score: -26229864.000000 Penalty: 6117.103027
	Iteration 53Q: 3 clusters Score -2.622986e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 140537 members 
Entering Unmasked Estep 
Score: -26230048.000000 Penalty: 6117.103027
	Iteration 54Q: 3 clusters Score -2.623005e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84651 members 
Mstep: Class 2 contains 142386 members 
Entering Unmasked Estep 
Score: -26230384.000000 Penalty: 6117.103027
	Iteration 55Q: 3 clusters Score -2.623038e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82777 members 
Mstep: Class 2 contains 144260 members 
Entering Unmasked Estep 
Score: -26230710.000000 Penalty: 6117.103027
	Iteration 56Q: 3 clusters Score -2.623071e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 146146 members 
Entering Unmasked Estep 
Score: -26230848.000000 Penalty: 6117.103027
	Iteration 57Q: 3 clusters Score -2.623085e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -26231256.000000 Penalty: 6117.103027
	Iteration 58Q: 3 clusters Score -2.623126e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76947 members 
Mstep: Class 2 contains 150090 members 
Entering Unmasked Estep 
Score: -26231558.000000 Penalty: 6117.103027
	Iteration 59Q: 3 clusters Score -2.623156e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 152244 members 
Entering Unmasked Estep 
Score: -26231884.000000 Penalty: 6117.103027
	Iteration 60F: 3 clusters Score -2.623188e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72528 members 
Mstep: Class 2 contains 154509 members 
Entering Unmasked Estep 
Score: -26232458.000000 Penalty: 6117.103027
	Iteration 61Q: 3 clusters Score -2.623246e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70040 members 
Mstep: Class 2 contains 156997 members 
Entering Unmasked Estep 
Score: -26232732.000000 Penalty: 6117.103027
	Iteration 62Q: 3 clusters Score -2.623273e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 159687 members 
Entering Unmasked Estep 
Score: -26233100.000000 Penalty: 6117.103027
	Iteration 63Q: 3 clusters Score -2.62331e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 162549 members 
Entering Unmasked Estep 
Score: -26233506.000000 Penalty: 6117.103027
	Iteration 64Q: 3 clusters Score -2.623351e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 165378 members 
Entering Unmasked Estep 
Score: -26233708.000000 Penalty: 6117.103027
	Iteration 65Q: 3 clusters Score -2.623371e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 168312 members 
Entering Unmasked Estep 
Score: -26234138.000000 Penalty: 6117.103027
	Iteration 66Q: 3 clusters Score -2.623414e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 171224 members 
Entering Unmasked Estep 
Score: -26234632.000000 Penalty: 6117.103027
	Iteration 67Q: 3 clusters Score -2.623463e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 174077 members 
Entering Unmasked Estep 
Score: -26235252.000000 Penalty: 6117.103027
	Iteration 68Q: 3 clusters Score -2.623525e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 177022 members 
Entering Unmasked Estep 
Score: -26235600.000000 Penalty: 6117.103027
	Iteration 69Q: 3 clusters Score -2.62356e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 179865 members 
Entering Unmasked Estep 
Score: -26235840.000000 Penalty: 6117.103027
	Iteration 70Q: 3 clusters Score -2.623584e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 182715 members 
Entering Unmasked Estep 
Score: -26236192.000000 Penalty: 6117.103027
	Iteration 71Q: 3 clusters Score -2.623619e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 185509 members 
Entering Unmasked Estep 
Score: -26236688.000000 Penalty: 6117.103027
	Iteration 72Q: 3 clusters Score -2.623669e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 188229 members 
Entering Unmasked Estep 
Score: -26236802.000000 Penalty: 6117.103027
	Iteration 73Q: 3 clusters Score -2.62368e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 190855 members 
Entering Unmasked Estep 
Score: -26237038.000000 Penalty: 6117.103027
	Iteration 74Q: 3 clusters Score -2.623704e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 193426 members 
Entering Unmasked Estep 
Score: -26237218.000000 Penalty: 6117.103027
	Iteration 75Q: 3 clusters Score -2.623722e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 195892 members 
Entering Unmasked Estep 
Score: -26237420.000000 Penalty: 6117.103027
	Iteration 76Q: 3 clusters Score -2.623742e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 198199 members 
Entering Unmasked Estep 
Score: -26237640.000000 Penalty: 6117.103027
	Iteration 77Q: 3 clusters Score -2.623764e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 200351 members 
Entering Unmasked Estep 
Score: -26237812.000000 Penalty: 6117.103027
	Iteration 78Q: 3 clusters Score -2.623781e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 202342 members 
Entering Unmasked Estep 
Score: -26237794.000000 Penalty: 6117.103027
	Iteration 79Q: 3 clusters Score -2.623779e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 204137 members 
Entering Unmasked Estep 
Score: -26237998.000000 Penalty: 6117.103027
	Iteration 80F: 3 clusters Score -2.6238e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 205824 members 
Entering Unmasked Estep 
Score: -26238158.000000 Penalty: 6117.103027
	Iteration 81Q: 3 clusters Score -2.623816e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 207487 members 
Entering Unmasked Estep 
Score: -26238268.000000 Penalty: 6117.103027
	Iteration 82Q: 3 clusters Score -2.623827e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 208972 members 
Entering Unmasked Estep 
Score: -26238240.000000 Penalty: 6117.103027
	Iteration 83Q: 3 clusters Score -2.623824e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 210333 members 
Entering Unmasked Estep 
Score: -26238256.000000 Penalty: 6117.103027
	Iteration 84Q: 3 clusters Score -2.623826e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 211572 members 
Entering Unmasked Estep 
Score: -26238162.000000 Penalty: 6117.103027
	Iteration 85Q: 3 clusters Score -2.623816e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 212725 members 
Entering Unmasked Estep 
Score: -26238180.000000 Penalty: 6117.103027
	Iteration 86Q: 3 clusters Score -2.623818e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 213762 members 
Entering Unmasked Estep 
Score: -26238066.000000 Penalty: 6117.103027
	Iteration 87Q: 3 clusters Score -2.623807e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 214674 members 
Entering Unmasked Estep 
Score: -26238094.000000 Penalty: 6117.103027
	Iteration 88Q: 3 clusters Score -2.623809e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 215489 members 
Entering Unmasked Estep 
Score: -26238042.000000 Penalty: 6117.103027
	Iteration 89Q: 3 clusters Score -2.623804e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 216196 members 
Entering Unmasked Estep 
Score: -26237952.000000 Penalty: 6117.103027
	Iteration 90Q: 3 clusters Score -2.623795e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 216792 members 
Entering Unmasked Estep 
Score: -26237904.000000 Penalty: 6117.103027
	Iteration 91Q: 3 clusters Score -2.62379e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 217327 members 
Entering Unmasked Estep 
Score: -26237792.000000 Penalty: 6117.103027
	Iteration 92Q: 3 clusters Score -2.623779e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 217798 members 
Entering Unmasked Estep 
Score: -26237752.000000 Penalty: 6117.103027
	Iteration 93Q: 3 clusters Score -2.623775e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 218196 members 
Entering Unmasked Estep 
Score: -26237716.000000 Penalty: 6117.103027
	Iteration 94Q: 3 clusters Score -2.623772e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 218543 members 
Entering Unmasked Estep 
Score: -26237688.000000 Penalty: 6117.103027
	Iteration 95Q: 3 clusters Score -2.623769e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 218856 members 
Entering Unmasked Estep 
Score: -26237618.000000 Penalty: 6117.103027
	Iteration 96Q: 3 clusters Score -2.623762e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 219138 members 
Entering Unmasked Estep 
Score: -26237582.000000 Penalty: 6117.103027
	Iteration 97Q: 3 clusters Score -2.623758e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 219373 members 
Entering Unmasked Estep 
Score: -26237536.000000 Penalty: 6117.103027
	Iteration 98Q: 3 clusters Score -2.623754e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 219580 members 
Entering Unmasked Estep 
Score: -26237478.000000 Penalty: 6117.103027
	Iteration 99Q: 3 clusters Score -2.623748e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 219752 members 
Entering Unmasked Estep 
Score: -26237418.000000 Penalty: 6117.103027
	Iteration 100F: 3 clusters Score -2.623742e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 219915 members 
Entering Unmasked Estep 
Score: -26237428.000000 Penalty: 6117.103027
	Iteration 101Q: 3 clusters Score -2.623743e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 220080 members 
Entering Unmasked Estep 
Score: -26237422.000000 Penalty: 6117.103027
	Iteration 102Q: 3 clusters Score -2.623742e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 220236 members 
Entering Unmasked Estep 
Score: -26237366.000000 Penalty: 6117.103027
	Iteration 103Q: 3 clusters Score -2.623737e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 220382 members 
Entering Unmasked Estep 
Score: -26237336.000000 Penalty: 6117.103027
	Iteration 104Q: 3 clusters Score -2.623734e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 220500 members 
Entering Unmasked Estep 
Score: -26237346.000000 Penalty: 6117.103027
	Iteration 105Q: 3 clusters Score -2.623735e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 220615 members 
Entering Unmasked Estep 
Score: -26237334.000000 Penalty: 6117.103027
	Iteration 106Q: 3 clusters Score -2.623733e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 220708 members 
Entering Unmasked Estep 
Score: -26237344.000000 Penalty: 6117.103027
	Iteration 107Q: 3 clusters Score -2.623734e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 220804 members 
Entering Unmasked Estep 
Score: -26237390.000000 Penalty: 6117.103027
	Iteration 108Q: 3 clusters Score -2.623739e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 220907 members 
Entering Unmasked Estep 
Score: -26237402.000000 Penalty: 6117.103027
	Iteration 109Q: 3 clusters Score -2.62374e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 221026 members 
Entering Unmasked Estep 
Score: -26237408.000000 Penalty: 6117.103027
	Iteration 110Q: 3 clusters Score -2.623741e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 221145 members 
Entering Unmasked Estep 
Score: -26237430.000000 Penalty: 6117.103027
	Iteration 111Q: 3 clusters Score -2.623743e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 221266 members 
Entering Unmasked Estep 
Score: -26237430.000000 Penalty: 6117.103027
	Iteration 112Q: 3 clusters Score -2.623743e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 221363 members 
Entering Unmasked Estep 
Score: -26237466.000000 Penalty: 6117.103027
	Iteration 113Q: 3 clusters Score -2.623747e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 221435 members 
Entering Unmasked Estep 
Score: -26237468.000000 Penalty: 6117.103027
	Iteration 114Q: 3 clusters Score -2.623747e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 221499 members 
Entering Unmasked Estep 
Score: -26237516.000000 Penalty: 6117.103027
	Iteration 115Q: 3 clusters Score -2.623752e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 221540 members 
Entering Unmasked Estep 
Score: -26237528.000000 Penalty: 6117.103027
	Iteration 116Q: 3 clusters Score -2.623753e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 221578 members 
Entering Unmasked Estep 
Score: -26237558.000000 Penalty: 6117.103027
	Iteration 117Q: 3 clusters Score -2.623756e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 221594 members 
Entering Unmasked Estep 
Score: -26237598.000000 Penalty: 6117.103027
	Iteration 118Q: 3 clusters Score -2.62376e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 221596 members 
Entering Unmasked Estep 
Score: -26237618.000000 Penalty: 6117.103027
	Iteration 119Q: 3 clusters Score -2.623762e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 221579 members 
Entering Unmasked Estep 
Score: -26237668.000000 Penalty: 6117.103027
	Iteration 120F: 3 clusters Score -2.623767e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 221551 members 
Entering Unmasked Estep 
Score: -26237632.000000 Penalty: 6117.103027
	Iteration 121Q: 3 clusters Score -2.623763e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 221523 members 
Entering Unmasked Estep 
Score: -26237614.000000 Penalty: 6117.103027
	Iteration 122Q: 3 clusters Score -2.623761e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 221491 members 
Entering Unmasked Estep 
Score: -26237638.000000 Penalty: 6117.103027
	Iteration 123Q: 3 clusters Score -2.623764e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 221452 members 
Entering Unmasked Estep 
Score: -26237646.000000 Penalty: 6117.103027
	Iteration 124Q: 3 clusters Score -2.623765e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 221407 members 
Entering Unmasked Estep 
Score: -26237708.000000 Penalty: 6117.103027
	Iteration 125Q: 3 clusters Score -2.623771e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 221361 members 
Entering Unmasked Estep 
Score: -26237684.000000 Penalty: 6117.103027
	Iteration 126Q: 3 clusters Score -2.623768e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 221299 members 
Entering Unmasked Estep 
Score: -26237712.000000 Penalty: 6117.103027
	Iteration 127Q: 3 clusters Score -2.623771e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 221229 members 
Entering Unmasked Estep 
Score: -26237722.000000 Penalty: 6117.103027
	Iteration 128Q: 3 clusters Score -2.623772e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 221166 members 
Entering Unmasked Estep 
Score: -26237726.000000 Penalty: 6117.103027
	Iteration 129Q: 3 clusters Score -2.623773e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 221101 members 
Entering Unmasked Estep 
Score: -26237734.000000 Penalty: 6117.103027
	Iteration 130Q: 3 clusters Score -2.623773e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 221027 members 
Entering Unmasked Estep 
Score: -26237684.000000 Penalty: 6117.103027
	Iteration 131Q: 3 clusters Score -2.623768e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 220941 members 
Entering Unmasked Estep 
Score: -26237732.000000 Penalty: 6117.103027
	Iteration 132Q: 3 clusters Score -2.623773e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 220848 members 
Entering Unmasked Estep 
Score: -26237724.000000 Penalty: 6117.103027
	Iteration 133Q: 3 clusters Score -2.623772e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 220744 members 
Entering Unmasked Estep 
Score: -26237796.000000 Penalty: 6117.103027
	Iteration 134Q: 3 clusters Score -2.62378e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 220652 members 
Entering Unmasked Estep 
Score: -26237806.000000 Penalty: 6117.103027
	Iteration 135Q: 3 clusters Score -2.623781e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 220554 members 
Entering Unmasked Estep 
Score: -26237848.000000 Penalty: 6117.103027
	Iteration 136Q: 3 clusters Score -2.623785e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 220465 members 
Entering Unmasked Estep 
Score: -26237894.000000 Penalty: 6117.103027
	Iteration 137Q: 3 clusters Score -2.623789e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 220360 members 
Entering Unmasked Estep 
Score: -26237880.000000 Penalty: 6117.103027
	Iteration 138Q: 3 clusters Score -2.623788e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 220277 members 
Entering Unmasked Estep 
Score: -26237880.000000 Penalty: 6117.103027
	Iteration 139Q: 3 clusters Score -2.623788e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 220212 members 
Entering Unmasked Estep 
Score: -26237866.000000 Penalty: 6117.103027
	Iteration 140F: 3 clusters Score -2.623787e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 220152 members 
Entering Unmasked Estep 
Score: -26237888.000000 Penalty: 6117.103027
	Iteration 141Q: 3 clusters Score -2.623789e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 220087 members 
Entering Unmasked Estep 
Score: -26237924.000000 Penalty: 6117.103027
	Iteration 142Q: 3 clusters Score -2.623792e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 220016 members 
Entering Unmasked Estep 
Score: -26237918.000000 Penalty: 6117.103027
	Iteration 143Q: 3 clusters Score -2.623792e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 219941 members 
Entering Unmasked Estep 
Score: -26237930.000000 Penalty: 6117.103027
	Iteration 144Q: 3 clusters Score -2.623793e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 219867 members 
Entering Unmasked Estep 
Score: -26237948.000000 Penalty: 6117.103027
	Iteration 145Q: 3 clusters Score -2.623795e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 219792 members 
Entering Unmasked Estep 
Score: -26237966.000000 Penalty: 6117.103027
	Iteration 146Q: 3 clusters Score -2.623797e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 219716 members 
Entering Unmasked Estep 
Score: -26237932.000000 Penalty: 6117.103027
	Iteration 147Q: 3 clusters Score -2.623793e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 219626 members 
Entering Unmasked Estep 
Score: -26237942.000000 Penalty: 6117.103027
	Iteration 148Q: 3 clusters Score -2.623794e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 219529 members 
Entering Unmasked Estep 
Score: -26237940.000000 Penalty: 6117.103027
	Iteration 149Q: 3 clusters Score -2.623794e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 219435 members 
Entering Unmasked Estep 
Score: -26237914.000000 Penalty: 6117.103027
	Iteration 150Q: 3 clusters Score -2.623791e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 219330 members 
Entering Unmasked Estep 
Score: -26237892.000000 Penalty: 6117.103027
	Iteration 151Q: 3 clusters Score -2.623789e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 219235 members 
Entering Unmasked Estep 
Score: -26237882.000000 Penalty: 6117.103027
	Iteration 152Q: 3 clusters Score -2.623788e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 219130 members 
Entering Unmasked Estep 
Score: -26237930.000000 Penalty: 6117.103027
	Iteration 153Q: 3 clusters Score -2.623793e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 219037 members 
Entering Unmasked Estep 
Score: -26237926.000000 Penalty: 6117.103027
	Iteration 154Q: 3 clusters Score -2.623793e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 218970 members 
Entering Unmasked Estep 
Score: -26237972.000000 Penalty: 6117.103027
	Iteration 155Q: 3 clusters Score -2.623797e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 218901 members 
Entering Unmasked Estep 
Score: -26237984.000000 Penalty: 6117.103027
	Iteration 156Q: 3 clusters Score -2.623798e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 218838 members 
Entering Unmasked Estep 
Score: -26237980.000000 Penalty: 6117.103027
	Iteration 157Q: 3 clusters Score -2.623798e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 218783 members 
Entering Unmasked Estep 
Score: -26237964.000000 Penalty: 6117.103027
	Iteration 158Q: 3 clusters Score -2.623796e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 218753 members 
Entering Unmasked Estep 
Score: -26237960.000000 Penalty: 6117.103027
	Iteration 159Q: 3 clusters Score -2.623796e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 218701 members 
Entering Unmasked Estep 
Score: -26237974.000000 Penalty: 6117.103027
	Iteration 160F: 3 clusters Score -2.623797e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 218660 members 
Entering Unmasked Estep 
Score: -26237978.000000 Penalty: 6117.103027
	Iteration 161Q: 3 clusters Score -2.623798e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 218608 members 
Entering Unmasked Estep 
Score: -26237958.000000 Penalty: 6117.103027
	Iteration 162Q: 3 clusters Score -2.623796e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 218553 members 
Entering Unmasked Estep 
Score: -26237958.000000 Penalty: 6117.103027
	Iteration 163Q: 3 clusters Score -2.623796e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 218505 members 
Entering Unmasked Estep 
Score: -26237978.000000 Penalty: 6117.103027
	Iteration 164Q: 3 clusters Score -2.623798e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 218448 members 
Entering Unmasked Estep 
Score: -26237996.000000 Penalty: 6117.103027
	Iteration 165Q: 3 clusters Score -2.6238e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 218393 members 
Entering Unmasked Estep 
Score: -26237988.000000 Penalty: 6117.103027
	Iteration 166Q: 3 clusters Score -2.623799e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 218327 members 
Entering Unmasked Estep 
Score: -26238044.000000 Penalty: 6117.103027
	Iteration 167Q: 3 clusters Score -2.623804e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 218279 members 
Entering Unmasked Estep 
Score: -26238076.000000 Penalty: 6117.103027
	Iteration 168Q: 3 clusters Score -2.623808e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 218214 members 
Entering Unmasked Estep 
Score: -26238082.000000 Penalty: 6117.103027
	Iteration 169Q: 3 clusters Score -2.623808e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 218155 members 
Entering Unmasked Estep 
Score: -26238052.000000 Penalty: 6117.103027
	Iteration 170Q: 3 clusters Score -2.623805e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 218102 members 
Entering Unmasked Estep 
Score: -26238072.000000 Penalty: 6117.103027
	Iteration 171Q: 3 clusters Score -2.623807e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 218051 members 
Entering Unmasked Estep 
Score: -26238106.000000 Penalty: 6117.103027
	Iteration 172Q: 3 clusters Score -2.623811e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 218006 members 
Entering Unmasked Estep 
Score: -26238082.000000 Penalty: 6117.103027
	Iteration 173Q: 3 clusters Score -2.623808e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 217950 members 
Entering Unmasked Estep 
Score: -26238106.000000 Penalty: 6117.103027
	Iteration 174Q: 3 clusters Score -2.623811e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 217895 members 
Entering Unmasked Estep 
Score: -26238152.000000 Penalty: 6117.103027
	Iteration 175Q: 3 clusters Score -2.623815e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 217851 members 
Entering Unmasked Estep 
Score: -26238154.000000 Penalty: 6117.103027
	Iteration 176Q: 3 clusters Score -2.623815e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 217809 members 
Entering Unmasked Estep 
Score: -26238152.000000 Penalty: 6117.103027
	Iteration 177Q: 3 clusters Score -2.623815e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 217777 members 
Entering Unmasked Estep 
Score: -26238136.000000 Penalty: 6117.103027
	Iteration 178Q: 3 clusters Score -2.623814e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 217744 members 
Entering Unmasked Estep 
Score: -26238168.000000 Penalty: 6117.103027
	Iteration 179Q: 3 clusters Score -2.623817e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 217707 members 
Entering Unmasked Estep 
Score: -26238168.000000 Penalty: 6117.103027
	Iteration 180F: 3 clusters Score -2.623817e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 217668 members 
Entering Unmasked Estep 
Score: -26238178.000000 Penalty: 6117.103027
	Iteration 181Q: 3 clusters Score -2.623818e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 217643 members 
Entering Unmasked Estep 
Score: -26238196.000000 Penalty: 6117.103027
	Iteration 182Q: 3 clusters Score -2.62382e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 217617 members 
Entering Unmasked Estep 
Score: -26238204.000000 Penalty: 6117.103027
	Iteration 183Q: 3 clusters Score -2.62382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 217595 members 
Entering Unmasked Estep 
Score: -26238196.000000 Penalty: 6117.103027
	Iteration 184Q: 3 clusters Score -2.62382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 217577 members 
Entering Unmasked Estep 
Score: -26238204.000000 Penalty: 6117.103027
	Iteration 185Q: 3 clusters Score -2.62382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 217557 members 
Entering Unmasked Estep 
Score: -26238206.000000 Penalty: 6117.103027
	Iteration 186Q: 3 clusters Score -2.623821e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 217536 members 
Entering Unmasked Estep 
Score: -26238204.000000 Penalty: 6117.103027
	Iteration 187Q: 3 clusters Score -2.62382e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 217509 members 
Entering Unmasked Estep 
Score: -26238216.000000 Penalty: 6117.103027
	Iteration 188Q: 3 clusters Score -2.623822e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 217488 members 
Entering Unmasked Estep 
Score: -26238198.000000 Penalty: 6117.103027
	Iteration 189Q: 3 clusters Score -2.62382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 217466 members 
Entering Unmasked Estep 
Score: -26238216.000000 Penalty: 6117.103027
	Iteration 190Q: 3 clusters Score -2.623822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 217448 members 
Entering Unmasked Estep 
Score: -26238222.000000 Penalty: 6117.103027
	Iteration 191Q: 3 clusters Score -2.623822e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 217435 members 
Entering Unmasked Estep 
Score: -26238220.000000 Penalty: 6117.103027
	Iteration 192Q: 3 clusters Score -2.623822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 217419 members 
Entering Unmasked Estep 
Score: -26238228.000000 Penalty: 6117.103027
	Iteration 193Q: 3 clusters Score -2.623823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 217403 members 
Entering Unmasked Estep 
Score: -26238224.000000 Penalty: 6117.103027
	Iteration 194Q: 3 clusters Score -2.623822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 217386 members 
Entering Unmasked Estep 
Score: -26238230.000000 Penalty: 6117.103027
	Iteration 195Q: 3 clusters Score -2.623823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 217377 members 
Entering Unmasked Estep 
Score: -26238216.000000 Penalty: 6117.103027
	Iteration 196Q: 3 clusters Score -2.623822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 217361 members 
Entering Unmasked Estep 
Score: -26238208.000000 Penalty: 6117.103027
	Iteration 197Q: 3 clusters Score -2.623821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 217345 members 
Entering Unmasked Estep 
Score: -26238232.000000 Penalty: 6117.103027
	Iteration 198Q: 3 clusters Score -2.623823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 217330 members 
Entering Unmasked Estep 
Score: -26238244.000000 Penalty: 6117.103027
	Iteration 199Q: 3 clusters Score -2.623824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 217325 members 
Entering Unmasked Estep 
Score: -26238246.000000 Penalty: 6117.103027
	Iteration 200F: 3 clusters Score -2.623825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 217322 members 
Entering Unmasked Estep 
Score: -26238252.000000 Penalty: 6117.103027
	Iteration 201Q: 3 clusters Score -2.623825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 217319 members 
Entering Unmasked Estep 
Score: -26238220.000000 Penalty: 6117.103027
	Iteration 202Q: 3 clusters Score -2.623822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 217314 members 
Entering Unmasked Estep 
Score: -26238230.000000 Penalty: 6117.103027
	Iteration 203Q: 3 clusters Score -2.623823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 217309 members 
Entering Unmasked Estep 
Score: -26238230.000000 Penalty: 6117.103027
	Iteration 204Q: 3 clusters Score -2.623823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 217305 members 
Entering Unmasked Estep 
Score: -26238220.000000 Penalty: 6117.103027
	Iteration 205Q: 3 clusters Score -2.623822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 217296 members 
Entering Unmasked Estep 
Score: -26238228.000000 Penalty: 6117.103027
	Iteration 206Q: 3 clusters Score -2.623823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 217288 members 
Entering Unmasked Estep 
Score: -26238248.000000 Penalty: 6117.103027
	Iteration 207Q: 3 clusters Score -2.623825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 217281 members 
Entering Unmasked Estep 
Score: -26238248.000000 Penalty: 6117.103027
	Iteration 208Q: 3 clusters Score -2.623825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 217278 members 
Entering Unmasked Estep 
Score: -26238252.000000 Penalty: 6117.103027
	Iteration 209Q: 3 clusters Score -2.623825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 217277 members 
Entering Unmasked Estep 
Score: -26238234.000000 Penalty: 6117.103027
	Iteration 210Q: 3 clusters Score -2.623823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 217273 members 
Entering Unmasked Estep 
Score: -26238252.000000 Penalty: 6117.103027
	Iteration 211Q: 3 clusters Score -2.623825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 217270 members 
Entering Unmasked Estep 
Score: -26238262.000000 Penalty: 6117.103027
	Iteration 212Q: 3 clusters Score -2.623826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 217268 members 
Entering Unmasked Estep 
Score: -26238264.000000 Penalty: 6117.103027
	Iteration 213Q: 3 clusters Score -2.623826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 217266 members 
Entering Unmasked Estep 
Score: -26238274.000000 Penalty: 6117.103027
	Iteration 214Q: 3 clusters Score -2.623827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 217263 members 
Entering Unmasked Estep 
Score: -26238266.000000 Penalty: 6117.103027
	Iteration 215Q: 3 clusters Score -2.623827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 217257 members 
Entering Unmasked Estep 
Score: -26238254.000000 Penalty: 6117.103027
	Iteration 216Q: 3 clusters Score -2.623825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 217255 members 
Entering Unmasked Estep 
Score: -26238266.000000 Penalty: 6117.103027
	Iteration 217Q: 3 clusters Score -2.623827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 217254 members 
Entering Unmasked Estep 
Score: -26238270.000000 Penalty: 6117.103027
	Iteration 218Q: 3 clusters Score -2.623827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 217254 members 
Entering Unmasked Estep 
Score: -26238264.000000 Penalty: 6117.103027
	Iteration 219Q: 3 clusters Score -2.623826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 217254 members 
Entering Unmasked Estep 
Score: -26238260.000000 Penalty: 6117.103027
	Iteration 220F: 3 clusters Score -2.623826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22657 members 
Mstep: Class 3 contains 101703 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 2875 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 310582 members 
Mstep: Class 9 contains 14416 members 
Mstep: Class 10 contains 217254 members 
Mstep: Class 11 contains 12443 members 
Mstep: Class 13 contains 57427 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 8416 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 3222 members 
Entering Unmasked Estep 
Score: -92576536.000000 Penalty: 57409.195312
Splitting cluster 4 changes total score from -92575096.000000 to -92576536.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 5 (21821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Entering Unmasked Estep 
Score: -2556990.500000 Penalty: 2477.675781
	Iteration 0F: 2 clusters Score -2556990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2541693.000000 Penalty: 4955.351562
	Iteration 0F: 3 clusters Score -2541693 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2546786.750000 Penalty: 4955.351562
	Iteration 1F: 3 clusters Score -2546787 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2547202.500000 Penalty: 4955.351562
	Iteration 2F: 3 clusters Score -2547202 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2547535.750000 Penalty: 4955.351562
	Iteration 3Q: 3 clusters Score -2547536 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2547861.000000 Penalty: 4955.351562
	Iteration 4Q: 3 clusters Score -2547861 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2548287.750000 Penalty: 4955.351562
	Iteration 5Q: 3 clusters Score -2548288 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2548856.250000 Penalty: 4955.351562
	Iteration 6Q: 3 clusters Score -2548856 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2549589.500000 Penalty: 4955.351562
	Iteration 7F: 3 clusters Score -2549590 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2550544.750000 Penalty: 4955.351562
	Iteration 8F: 3 clusters Score -2550545 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2551603.250000 Penalty: 4955.351562
	Iteration 9F: 3 clusters Score -2551603 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2552502.500000 Penalty: 4955.351562
	Iteration 10F: 3 clusters Score -2552502 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2553214.000000 Penalty: 4955.351562
	Iteration 11Q: 3 clusters Score -2553214 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2553746.250000 Penalty: 4955.351562
	Iteration 12Q: 3 clusters Score -2553746 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2554075.500000 Penalty: 4955.351562
	Iteration 13Q: 3 clusters Score -2554076 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2554320.000000 Penalty: 4955.351562
	Iteration 14Q: 3 clusters Score -2554320 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2554479.000000 Penalty: 4955.351562
	Iteration 15Q: 3 clusters Score -2554479 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2554574.000000 Penalty: 4955.351562
	Iteration 16Q: 3 clusters Score -2554574 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2554645.250000 Penalty: 4955.351562
	Iteration 17Q: 3 clusters Score -2554645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2554692.500000 Penalty: 4955.351562
	Iteration 18Q: 3 clusters Score -2554692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2554732.250000 Penalty: 4955.351562
	Iteration 19Q: 3 clusters Score -2554732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2554756.000000 Penalty: 4955.351562
	Iteration 20F: 3 clusters Score -2554756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2554786.000000 Penalty: 4955.351562
	Iteration 21Q: 3 clusters Score -2554786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2554806.500000 Penalty: 4955.351562
	Iteration 22Q: 3 clusters Score -2554806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2554827.000000 Penalty: 4955.351562
	Iteration 23Q: 3 clusters Score -2554827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2554843.000000 Penalty: 4955.351562
	Iteration 24Q: 3 clusters Score -2554843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2554861.250000 Penalty: 4955.351562
	Iteration 25Q: 3 clusters Score -2554861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2554879.750000 Penalty: 4955.351562
	Iteration 26Q: 3 clusters Score -2554880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2554894.750000 Penalty: 4955.351562
	Iteration 27Q: 3 clusters Score -2554895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2554898.000000 Penalty: 4955.351562
	Iteration 28Q: 3 clusters Score -2554898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2554914.000000 Penalty: 4955.351562
	Iteration 29Q: 3 clusters Score -2554914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2554916.000000 Penalty: 4955.351562
	Iteration 30Q: 3 clusters Score -2554916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2554916.750000 Penalty: 4955.351562
	Iteration 31Q: 3 clusters Score -2554917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2554921.000000 Penalty: 4955.351562
	Iteration 32Q: 3 clusters Score -2554921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2554927.750000 Penalty: 4955.351562
	Iteration 33Q: 3 clusters Score -2554928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2554927.000000 Penalty: 4955.351562
	Iteration 34Q: 3 clusters Score -2554927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2554928.000000 Penalty: 4955.351562
	Iteration 35Q: 3 clusters Score -2554928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2554926.000000 Penalty: 4955.351562
	Iteration 36Q: 3 clusters Score -2554926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2554926.000000 Penalty: 4955.351562
	Iteration 37F: 3 clusters Score -2554926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Entering Unmasked Estep 
Score: -329598.593750 Penalty: 1975.024414
	Iteration 0F: 2 clusters Score -329598.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -326469.562500 Penalty: 3950.048828
	Iteration 0F: 3 clusters Score -326469.6 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -327329.156250 Penalty: 3950.048828
	Iteration 1F: 3 clusters Score -327329.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -327856.437500 Penalty: 3950.048828
	Iteration 2F: 3 clusters Score -327856.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -328377.406250 Penalty: 3950.048828
	Iteration 3F: 3 clusters Score -328377.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -328710.843750 Penalty: 3950.048828
	Iteration 4F: 3 clusters Score -328710.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -329021.218750 Penalty: 3950.048828
	Iteration 5F: 3 clusters Score -329021.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -329266.375000 Penalty: 3950.048828
	Iteration 6F: 3 clusters Score -329266.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -329443.437500 Penalty: 3950.048828
	Iteration 7Q: 3 clusters Score -329443.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -329581.625000 Penalty: 3950.048828
	Iteration 8Q: 3 clusters Score -329581.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -329677.718750 Penalty: 3950.048828
	Iteration 9Q: 3 clusters Score -329677.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -329754.187500 Penalty: 3950.048828
	Iteration 10Q: 3 clusters Score -329754.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -329823.062500 Penalty: 3950.048828
	Iteration 11Q: 3 clusters Score -329823.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -329869.156250 Penalty: 3950.048828
	Iteration 12Q: 3 clusters Score -329869.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -329892.000000 Penalty: 3950.048828
	Iteration 13Q: 3 clusters Score -329892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -329914.000000 Penalty: 3950.048828
	Iteration 14Q: 3 clusters Score -329914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -329926.000000 Penalty: 3950.048828
	Iteration 15Q: 3 clusters Score -329926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -329937.250000 Penalty: 3950.048828
	Iteration 16Q: 3 clusters Score -329937.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -329946.500000 Penalty: 3950.048828
	Iteration 17Q: 3 clusters Score -329946.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -329953.687500 Penalty: 3950.048828
	Iteration 18Q: 3 clusters Score -329953.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -329959.875000 Penalty: 3950.048828
	Iteration 19Q: 3 clusters Score -329959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -329959.875000 Penalty: 3950.048828
	Iteration 20F: 3 clusters Score -329959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22657 members 
Mstep: Class 3 contains 101703 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 310582 members 
Mstep: Class 9 contains 14416 members 
Mstep: Class 10 contains 217254 members 
Mstep: Class 11 contains 12443 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 57427 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 8416 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 3222 members 
Entering Unmasked Estep 
Score: -92575576.000000 Penalty: 60786.207031
Splitting cluster 6 changes total score from -92575096.000000 to -92575576.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 7 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -126879.859375 Penalty: 1787.181641
	Iteration 0F: 2 clusters Score -126879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -125291.304688 Penalty: 3574.363281
	Iteration 0F: 3 clusters Score -125291.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -127462.351562 Penalty: 3574.363281
	Iteration 1F: 3 clusters Score -127462.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -128465.328125 Penalty: 3574.363281
	Iteration 2F: 3 clusters Score -128465.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -128854.250000 Penalty: 3574.363281
	Iteration 3F: 3 clusters Score -128854.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -129031.632812 Penalty: 3574.363281
	Iteration 4Q: 3 clusters Score -129031.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -129099.031250 Penalty: 3574.363281
	Iteration 5Q: 3 clusters Score -129099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -129193.445312 Penalty: 3574.363281
	Iteration 6Q: 3 clusters Score -129193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -129212.476562 Penalty: 3574.363281
	Iteration 7Q: 3 clusters Score -129212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -129216.773438 Penalty: 3574.363281
	Iteration 8Q: 3 clusters Score -129216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -129218.273438 Penalty: 3574.363281
	Iteration 9Q: 3 clusters Score -129218.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -129223.843750 Penalty: 3574.363281
	Iteration 10F: 3 clusters Score -129223.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -129303.851562 Penalty: 3574.363281
	Iteration 11Q: 3 clusters Score -129303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -129465.398438 Penalty: 3574.363281
	Iteration 12Q: 3 clusters Score -129465.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -129719.054688 Penalty: 3574.363281
	Iteration 13Q: 3 clusters Score -129719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -129788.390625 Penalty: 3574.363281
	Iteration 14Q: 3 clusters Score -129788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -129788.390625 Penalty: 3574.363281
	Iteration 15F: 3 clusters Score -129788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22657 members 
Mstep: Class 3 contains 101703 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 310582 members 
Mstep: Class 9 contains 14416 members 
Mstep: Class 10 contains 217254 members 
Mstep: Class 11 contains 12443 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 57427 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 8416 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 17 contains 273 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 3222 members 
Entering Unmasked Estep 
Score: -92576936.000000 Penalty: 64163.218750
Splitting cluster 7 changes total score from -92575096.000000 to -92576936.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 8 (310582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310582 members 
Entering Unmasked Estep 
Score: -35667496.000000 Penalty: 3136.258301
	Iteration 0F: 2 clusters Score -3.56675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155088 members 
Mstep: Class 2 contains 155494 members 
Entering Unmasked Estep 
Score: -35490704.000000 Penalty: 6272.516602
	Iteration 0F: 3 clusters Score -3.54907e+07 nChanged 151050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149820 members 
Mstep: Class 2 contains 160762 members 
Entering Unmasked Estep 
Score: -35582280.000000 Penalty: 6272.516602
	Iteration 1F: 3 clusters Score -3.558228e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147780 members 
Mstep: Class 2 contains 162802 members 
Entering Unmasked Estep 
Score: -35585392.000000 Penalty: 6272.516602
	Iteration 2Q: 3 clusters Score -3.558539e+07 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145579 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -35589840.000000 Penalty: 6272.516602
	Iteration 3Q: 3 clusters Score -3.558984e+07 nChanged 14613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143350 members 
Mstep: Class 2 contains 167232 members 
Entering Unmasked Estep 
Score: -35596184.000000 Penalty: 6272.516602
	Iteration 4Q: 3 clusters Score -3.559618e+07 nChanged 17390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140946 members 
Mstep: Class 2 contains 169636 members 
Entering Unmasked Estep 
Score: -35606456.000000 Penalty: 6272.516602
	Iteration 5F: 3 clusters Score -3.560646e+07 nChanged 20231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138701 members 
Mstep: Class 2 contains 171881 members 
Entering Unmasked Estep 
Score: -35620656.000000 Penalty: 6272.516602
	Iteration 6F: 3 clusters Score -3.562066e+07 nChanged 21377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137594 members 
Mstep: Class 2 contains 172988 members 
Entering Unmasked Estep 
Score: -35635840.000000 Penalty: 6272.516602
	Iteration 7F: 3 clusters Score -3.563584e+07 nChanged 17758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137812 members 
Mstep: Class 2 contains 172770 members 
Entering Unmasked Estep 
Score: -35644732.000000 Penalty: 6272.516602
	Iteration 8F: 3 clusters Score -3.564473e+07 nChanged 11307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138457 members 
Mstep: Class 2 contains 172125 members 
Entering Unmasked Estep 
Score: -35647504.000000 Penalty: 6272.516602
	Iteration 9Q: 3 clusters Score -3.56475e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139205 members 
Mstep: Class 2 contains 171377 members 
Entering Unmasked Estep 
Score: -35648268.000000 Penalty: 6272.516602
	Iteration 10Q: 3 clusters Score -3.564827e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139976 members 
Mstep: Class 2 contains 170606 members 
Entering Unmasked Estep 
Score: -35649148.000000 Penalty: 6272.516602
	Iteration 11Q: 3 clusters Score -3.564915e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140743 members 
Mstep: Class 2 contains 169839 members 
Entering Unmasked Estep 
Score: -35649704.000000 Penalty: 6272.516602
	Iteration 12Q: 3 clusters Score -3.56497e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141496 members 
Mstep: Class 2 contains 169086 members 
Entering Unmasked Estep 
Score: -35650356.000000 Penalty: 6272.516602
	Iteration 13Q: 3 clusters Score -3.565036e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142200 members 
Mstep: Class 2 contains 168382 members 
Entering Unmasked Estep 
Score: -35650960.000000 Penalty: 6272.516602
	Iteration 14Q: 3 clusters Score -3.565096e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142878 members 
Mstep: Class 2 contains 167704 members 
Entering Unmasked Estep 
Score: -35651636.000000 Penalty: 6272.516602
	Iteration 15Q: 3 clusters Score -3.565164e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143511 members 
Mstep: Class 2 contains 167071 members 
Entering Unmasked Estep 
Score: -35652260.000000 Penalty: 6272.516602
	Iteration 16Q: 3 clusters Score -3.565226e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144112 members 
Mstep: Class 2 contains 166470 members 
Entering Unmasked Estep 
Score: -35652764.000000 Penalty: 6272.516602
	Iteration 17Q: 3 clusters Score -3.565276e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Mstep: Class 2 contains 165871 members 
Entering Unmasked Estep 
Score: -35653156.000000 Penalty: 6272.516602
	Iteration 18Q: 3 clusters Score -3.565316e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145210 members 
Mstep: Class 2 contains 165372 members 
Entering Unmasked Estep 
Score: -35653804.000000 Penalty: 6272.516602
	Iteration 19Q: 3 clusters Score -3.56538e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145677 members 
Mstep: Class 2 contains 164905 members 
Entering Unmasked Estep 
Score: -35654392.000000 Penalty: 6272.516602
	Iteration 20F: 3 clusters Score -3.565439e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146194 members 
Mstep: Class 2 contains 164388 members 
Entering Unmasked Estep 
Score: -35654796.000000 Penalty: 6272.516602
	Iteration 21Q: 3 clusters Score -3.56548e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146667 members 
Mstep: Class 2 contains 163915 members 
Entering Unmasked Estep 
Score: -35654964.000000 Penalty: 6272.516602
	Iteration 22Q: 3 clusters Score -3.565496e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Mstep: Class 2 contains 163389 members 
Entering Unmasked Estep 
Score: -35655544.000000 Penalty: 6272.516602
	Iteration 23Q: 3 clusters Score -3.565554e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147640 members 
Mstep: Class 2 contains 162942 members 
Entering Unmasked Estep 
Score: -35656048.000000 Penalty: 6272.516602
	Iteration 24Q: 3 clusters Score -3.565605e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148096 members 
Mstep: Class 2 contains 162486 members 
Entering Unmasked Estep 
Score: -35656496.000000 Penalty: 6272.516602
	Iteration 25Q: 3 clusters Score -3.56565e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148531 members 
Mstep: Class 2 contains 162051 members 
Entering Unmasked Estep 
Score: -35657128.000000 Penalty: 6272.516602
	Iteration 26Q: 3 clusters Score -3.565713e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148918 members 
Mstep: Class 2 contains 161664 members 
Entering Unmasked Estep 
Score: -35657420.000000 Penalty: 6272.516602
	Iteration 27Q: 3 clusters Score -3.565742e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149302 members 
Mstep: Class 2 contains 161280 members 
Entering Unmasked Estep 
Score: -35657700.000000 Penalty: 6272.516602
	Iteration 28Q: 3 clusters Score -3.56577e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149607 members 
Mstep: Class 2 contains 160975 members 
Entering Unmasked Estep 
Score: -35658188.000000 Penalty: 6272.516602
	Iteration 29Q: 3 clusters Score -3.565819e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149891 members 
Mstep: Class 2 contains 160691 members 
Entering Unmasked Estep 
Score: -35658544.000000 Penalty: 6272.516602
	Iteration 30Q: 3 clusters Score -3.565854e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150231 members 
Mstep: Class 2 contains 160351 members 
Entering Unmasked Estep 
Score: -35658748.000000 Penalty: 6272.516602
	Iteration 31Q: 3 clusters Score -3.565875e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150539 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -35659056.000000 Penalty: 6272.516602
	Iteration 32Q: 3 clusters Score -3.565906e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150826 members 
Mstep: Class 2 contains 159756 members 
Entering Unmasked Estep 
Score: -35659296.000000 Penalty: 6272.516602
	Iteration 33Q: 3 clusters Score -3.56593e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151128 members 
Mstep: Class 2 contains 159454 members 
Entering Unmasked Estep 
Score: -35659412.000000 Penalty: 6272.516602
	Iteration 34Q: 3 clusters Score -3.565941e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151398 members 
Mstep: Class 2 contains 159184 members 
Entering Unmasked Estep 
Score: -35659636.000000 Penalty: 6272.516602
	Iteration 35Q: 3 clusters Score -3.565964e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151576 members 
Mstep: Class 2 contains 159006 members 
Entering Unmasked Estep 
Score: -35660052.000000 Penalty: 6272.516602
	Iteration 36Q: 3 clusters Score -3.566005e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151632 members 
Mstep: Class 2 contains 158950 members 
Entering Unmasked Estep 
Score: -35660088.000000 Penalty: 6272.516602
	Iteration 37Q: 3 clusters Score -3.566009e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151616 members 
Mstep: Class 2 contains 158966 members 
Entering Unmasked Estep 
Score: -35660280.000000 Penalty: 6272.516602
	Iteration 38Q: 3 clusters Score -3.566028e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151533 members 
Mstep: Class 2 contains 159049 members 
Entering Unmasked Estep 
Score: -35660536.000000 Penalty: 6272.516602
	Iteration 39Q: 3 clusters Score -3.566054e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151351 members 
Mstep: Class 2 contains 159231 members 
Entering Unmasked Estep 
Score: -35660524.000000 Penalty: 6272.516602
	Iteration 40F: 3 clusters Score -3.566052e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151129 members 
Mstep: Class 2 contains 159453 members 
Entering Unmasked Estep 
Score: -35660608.000000 Penalty: 6272.516602
	Iteration 41Q: 3 clusters Score -3.566061e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150853 members 
Mstep: Class 2 contains 159729 members 
Entering Unmasked Estep 
Score: -35660768.000000 Penalty: 6272.516602
	Iteration 42Q: 3 clusters Score -3.566077e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150539 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -35660824.000000 Penalty: 6272.516602
	Iteration 43Q: 3 clusters Score -3.566082e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150211 members 
Mstep: Class 2 contains 160371 members 
Entering Unmasked Estep 
Score: -35660924.000000 Penalty: 6272.516602
	Iteration 44Q: 3 clusters Score -3.566092e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149817 members 
Mstep: Class 2 contains 160765 members 
Entering Unmasked Estep 
Score: -35661048.000000 Penalty: 6272.516602
	Iteration 45Q: 3 clusters Score -3.566105e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149381 members 
Mstep: Class 2 contains 161201 members 
Entering Unmasked Estep 
Score: -35661064.000000 Penalty: 6272.516602
	Iteration 46Q: 3 clusters Score -3.566106e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148895 members 
Mstep: Class 2 contains 161687 members 
Entering Unmasked Estep 
Score: -35661236.000000 Penalty: 6272.516602
	Iteration 47Q: 3 clusters Score -3.566124e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148367 members 
Mstep: Class 2 contains 162215 members 
Entering Unmasked Estep 
Score: -35661272.000000 Penalty: 6272.516602
	Iteration 48Q: 3 clusters Score -3.566127e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147796 members 
Mstep: Class 2 contains 162786 members 
Entering Unmasked Estep 
Score: -35661340.000000 Penalty: 6272.516602
	Iteration 49Q: 3 clusters Score -3.566134e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147216 members 
Mstep: Class 2 contains 163366 members 
Entering Unmasked Estep 
Score: -35661364.000000 Penalty: 6272.516602
	Iteration 50Q: 3 clusters Score -3.566136e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146637 members 
Mstep: Class 2 contains 163945 members 
Entering Unmasked Estep 
Score: -35661536.000000 Penalty: 6272.516602
	Iteration 51Q: 3 clusters Score -3.566154e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146022 members 
Mstep: Class 2 contains 164560 members 
Entering Unmasked Estep 
Score: -35661476.000000 Penalty: 6272.516602
	Iteration 52Q: 3 clusters Score -3.566148e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145364 members 
Mstep: Class 2 contains 165218 members 
Entering Unmasked Estep 
Score: -35661552.000000 Penalty: 6272.516602
	Iteration 53Q: 3 clusters Score -3.566155e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144697 members 
Mstep: Class 2 contains 165885 members 
Entering Unmasked Estep 
Score: -35661556.000000 Penalty: 6272.516602
	Iteration 54Q: 3 clusters Score -3.566156e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144020 members 
Mstep: Class 2 contains 166562 members 
Entering Unmasked Estep 
Score: -35661540.000000 Penalty: 6272.516602
	Iteration 55Q: 3 clusters Score -3.566154e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143313 members 
Mstep: Class 2 contains 167269 members 
Entering Unmasked Estep 
Score: -35661708.000000 Penalty: 6272.516602
	Iteration 56Q: 3 clusters Score -3.566171e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142566 members 
Mstep: Class 2 contains 168016 members 
Entering Unmasked Estep 
Score: -35661920.000000 Penalty: 6272.516602
	Iteration 57Q: 3 clusters Score -3.566192e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141792 members 
Mstep: Class 2 contains 168790 members 
Entering Unmasked Estep 
Score: -35661960.000000 Penalty: 6272.516602
	Iteration 58Q: 3 clusters Score -3.566196e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140982 members 
Mstep: Class 2 contains 169600 members 
Entering Unmasked Estep 
Score: -35662048.000000 Penalty: 6272.516602
	Iteration 59Q: 3 clusters Score -3.566205e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140164 members 
Mstep: Class 2 contains 170418 members 
Entering Unmasked Estep 
Score: -35662128.000000 Penalty: 6272.516602
	Iteration 60F: 3 clusters Score -3.566213e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139256 members 
Mstep: Class 2 contains 171326 members 
Entering Unmasked Estep 
Score: -35662248.000000 Penalty: 6272.516602
	Iteration 61Q: 3 clusters Score -3.566225e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138333 members 
Mstep: Class 2 contains 172249 members 
Entering Unmasked Estep 
Score: -35662300.000000 Penalty: 6272.516602
	Iteration 62Q: 3 clusters Score -3.56623e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137415 members 
Mstep: Class 2 contains 173167 members 
Entering Unmasked Estep 
Score: -35662268.000000 Penalty: 6272.516602
	Iteration 63Q: 3 clusters Score -3.566227e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136426 members 
Mstep: Class 2 contains 174156 members 
Entering Unmasked Estep 
Score: -35662376.000000 Penalty: 6272.516602
	Iteration 64Q: 3 clusters Score -3.566238e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135406 members 
Mstep: Class 2 contains 175176 members 
Entering Unmasked Estep 
Score: -35662528.000000 Penalty: 6272.516602
	Iteration 65Q: 3 clusters Score -3.566253e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134374 members 
Mstep: Class 2 contains 176208 members 
Entering Unmasked Estep 
Score: -35662572.000000 Penalty: 6272.516602
	Iteration 66Q: 3 clusters Score -3.566257e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133280 members 
Mstep: Class 2 contains 177302 members 
Entering Unmasked Estep 
Score: -35662612.000000 Penalty: 6272.516602
	Iteration 67Q: 3 clusters Score -3.566261e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132175 members 
Mstep: Class 2 contains 178407 members 
Entering Unmasked Estep 
Score: -35662812.000000 Penalty: 6272.516602
	Iteration 68Q: 3 clusters Score -3.566281e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131026 members 
Mstep: Class 2 contains 179556 members 
Entering Unmasked Estep 
Score: -35662992.000000 Penalty: 6272.516602
	Iteration 69Q: 3 clusters Score -3.566299e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129878 members 
Mstep: Class 2 contains 180704 members 
Entering Unmasked Estep 
Score: -35663172.000000 Penalty: 6272.516602
	Iteration 70Q: 3 clusters Score -3.566317e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128711 members 
Mstep: Class 2 contains 181871 members 
Entering Unmasked Estep 
Score: -35663264.000000 Penalty: 6272.516602
	Iteration 71Q: 3 clusters Score -3.566326e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127611 members 
Mstep: Class 2 contains 182971 members 
Entering Unmasked Estep 
Score: -35663232.000000 Penalty: 6272.516602
	Iteration 72Q: 3 clusters Score -3.566323e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126564 members 
Mstep: Class 2 contains 184018 members 
Entering Unmasked Estep 
Score: -35663280.000000 Penalty: 6272.516602
	Iteration 73Q: 3 clusters Score -3.566328e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125480 members 
Mstep: Class 2 contains 185102 members 
Entering Unmasked Estep 
Score: -35663220.000000 Penalty: 6272.516602
	Iteration 74Q: 3 clusters Score -3.566322e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124385 members 
Mstep: Class 2 contains 186197 members 
Entering Unmasked Estep 
Score: -35663364.000000 Penalty: 6272.516602
	Iteration 75Q: 3 clusters Score -3.566336e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123355 members 
Mstep: Class 2 contains 187227 members 
Entering Unmasked Estep 
Score: -35663436.000000 Penalty: 6272.516602
	Iteration 76Q: 3 clusters Score -3.566344e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122370 members 
Mstep: Class 2 contains 188212 members 
Entering Unmasked Estep 
Score: -35663476.000000 Penalty: 6272.516602
	Iteration 77Q: 3 clusters Score -3.566348e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121433 members 
Mstep: Class 2 contains 189149 members 
Entering Unmasked Estep 
Score: -35663664.000000 Penalty: 6272.516602
	Iteration 78Q: 3 clusters Score -3.566366e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120410 members 
Mstep: Class 2 contains 190172 members 
Entering Unmasked Estep 
Score: -35663796.000000 Penalty: 6272.516602
	Iteration 79Q: 3 clusters Score -3.56638e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119410 members 
Mstep: Class 2 contains 191172 members 
Entering Unmasked Estep 
Score: -35663828.000000 Penalty: 6272.516602
	Iteration 80F: 3 clusters Score -3.566383e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118424 members 
Mstep: Class 2 contains 192158 members 
Entering Unmasked Estep 
Score: -35663928.000000 Penalty: 6272.516602
	Iteration 81Q: 3 clusters Score -3.566393e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117427 members 
Mstep: Class 2 contains 193155 members 
Entering Unmasked Estep 
Score: -35663848.000000 Penalty: 6272.516602
	Iteration 82Q: 3 clusters Score -3.566385e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116482 members 
Mstep: Class 2 contains 194100 members 
Entering Unmasked Estep 
Score: -35663824.000000 Penalty: 6272.516602
	Iteration 83Q: 3 clusters Score -3.566382e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115503 members 
Mstep: Class 2 contains 195079 members 
Entering Unmasked Estep 
Score: -35663956.000000 Penalty: 6272.516602
	Iteration 84Q: 3 clusters Score -3.566396e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114530 members 
Mstep: Class 2 contains 196052 members 
Entering Unmasked Estep 
Score: -35663964.000000 Penalty: 6272.516602
	Iteration 85Q: 3 clusters Score -3.566396e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113550 members 
Mstep: Class 2 contains 197032 members 
Entering Unmasked Estep 
Score: -35663980.000000 Penalty: 6272.516602
	Iteration 86Q: 3 clusters Score -3.566398e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112632 members 
Mstep: Class 2 contains 197950 members 
Entering Unmasked Estep 
Score: -35663972.000000 Penalty: 6272.516602
	Iteration 87Q: 3 clusters Score -3.566397e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111778 members 
Mstep: Class 2 contains 198804 members 
Entering Unmasked Estep 
Score: -35663964.000000 Penalty: 6272.516602
	Iteration 88Q: 3 clusters Score -3.566396e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110939 members 
Mstep: Class 2 contains 199643 members 
Entering Unmasked Estep 
Score: -35663992.000000 Penalty: 6272.516602
	Iteration 89Q: 3 clusters Score -3.566399e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110092 members 
Mstep: Class 2 contains 200490 members 
Entering Unmasked Estep 
Score: -35663988.000000 Penalty: 6272.516602
	Iteration 90Q: 3 clusters Score -3.566399e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 201353 members 
Entering Unmasked Estep 
Score: -35663996.000000 Penalty: 6272.516602
	Iteration 91Q: 3 clusters Score -3.5664e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108417 members 
Mstep: Class 2 contains 202165 members 
Entering Unmasked Estep 
Score: -35664004.000000 Penalty: 6272.516602
	Iteration 92Q: 3 clusters Score -3.5664e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107670 members 
Mstep: Class 2 contains 202912 members 
Entering Unmasked Estep 
Score: -35663964.000000 Penalty: 6272.516602
	Iteration 93Q: 3 clusters Score -3.566396e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106917 members 
Mstep: Class 2 contains 203665 members 
Entering Unmasked Estep 
Score: -35664036.000000 Penalty: 6272.516602
	Iteration 94Q: 3 clusters Score -3.566404e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106208 members 
Mstep: Class 2 contains 204374 members 
Entering Unmasked Estep 
Score: -35664012.000000 Penalty: 6272.516602
	Iteration 95Q: 3 clusters Score -3.566401e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105605 members 
Mstep: Class 2 contains 204977 members 
Entering Unmasked Estep 
Score: -35664040.000000 Penalty: 6272.516602
	Iteration 96Q: 3 clusters Score -3.566404e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105009 members 
Mstep: Class 2 contains 205573 members 
Entering Unmasked Estep 
Score: -35664080.000000 Penalty: 6272.516602
	Iteration 97Q: 3 clusters Score -3.566408e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104415 members 
Mstep: Class 2 contains 206167 members 
Entering Unmasked Estep 
Score: -35664104.000000 Penalty: 6272.516602
	Iteration 98Q: 3 clusters Score -3.56641e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103791 members 
Mstep: Class 2 contains 206791 members 
Entering Unmasked Estep 
Score: -35664112.000000 Penalty: 6272.516602
	Iteration 99Q: 3 clusters Score -3.566411e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103147 members 
Mstep: Class 2 contains 207435 members 
Entering Unmasked Estep 
Score: -35664184.000000 Penalty: 6272.516602
	Iteration 100F: 3 clusters Score -3.566418e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102515 members 
Mstep: Class 2 contains 208067 members 
Entering Unmasked Estep 
Score: -35664212.000000 Penalty: 6272.516602
	Iteration 101Q: 3 clusters Score -3.566421e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101864 members 
Mstep: Class 2 contains 208718 members 
Entering Unmasked Estep 
Score: -35664300.000000 Penalty: 6272.516602
	Iteration 102Q: 3 clusters Score -3.56643e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 209334 members 
Entering Unmasked Estep 
Score: -35664336.000000 Penalty: 6272.516602
	Iteration 103Q: 3 clusters Score -3.566434e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100629 members 
Mstep: Class 2 contains 209953 members 
Entering Unmasked Estep 
Score: -35664440.000000 Penalty: 6272.516602
	Iteration 104Q: 3 clusters Score -3.566444e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99966 members 
Mstep: Class 2 contains 210616 members 
Entering Unmasked Estep 
Score: -35664456.000000 Penalty: 6272.516602
	Iteration 105Q: 3 clusters Score -3.566446e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 211283 members 
Entering Unmasked Estep 
Score: -35664492.000000 Penalty: 6272.516602
	Iteration 106Q: 3 clusters Score -3.566449e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98634 members 
Mstep: Class 2 contains 211948 members 
Entering Unmasked Estep 
Score: -35664504.000000 Penalty: 6272.516602
	Iteration 107Q: 3 clusters Score -3.56645e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 212636 members 
Entering Unmasked Estep 
Score: -35664628.000000 Penalty: 6272.516602
	Iteration 108Q: 3 clusters Score -3.566463e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97235 members 
Mstep: Class 2 contains 213347 members 
Entering Unmasked Estep 
Score: -35664692.000000 Penalty: 6272.516602
	Iteration 109Q: 3 clusters Score -3.566469e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96497 members 
Mstep: Class 2 contains 214085 members 
Entering Unmasked Estep 
Score: -35664764.000000 Penalty: 6272.516602
	Iteration 110Q: 3 clusters Score -3.566476e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95695 members 
Mstep: Class 2 contains 214887 members 
Entering Unmasked Estep 
Score: -35664736.000000 Penalty: 6272.516602
	Iteration 111Q: 3 clusters Score -3.566474e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94870 members 
Mstep: Class 2 contains 215712 members 
Entering Unmasked Estep 
Score: -35664764.000000 Penalty: 6272.516602
	Iteration 112Q: 3 clusters Score -3.566476e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 216577 members 
Entering Unmasked Estep 
Score: -35664872.000000 Penalty: 6272.516602
	Iteration 113Q: 3 clusters Score -3.566487e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 217440 members 
Entering Unmasked Estep 
Score: -35664920.000000 Penalty: 6272.516602
	Iteration 114Q: 3 clusters Score -3.566492e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92207 members 
Mstep: Class 2 contains 218375 members 
Entering Unmasked Estep 
Score: -35665180.000000 Penalty: 6272.516602
	Iteration 115Q: 3 clusters Score -3.566518e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 219420 members 
Entering Unmasked Estep 
Score: -35665260.000000 Penalty: 6272.516602
	Iteration 116Q: 3 clusters Score -3.566526e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Mstep: Class 2 contains 220600 members 
Entering Unmasked Estep 
Score: -35665516.000000 Penalty: 6272.516602
	Iteration 117Q: 3 clusters Score -3.566552e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 221869 members 
Entering Unmasked Estep 
Score: -35665756.000000 Penalty: 6272.516602
	Iteration 118Q: 3 clusters Score -3.566576e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 223205 members 
Entering Unmasked Estep 
Score: -35666120.000000 Penalty: 6272.516602
	Iteration 119Q: 3 clusters Score -3.566612e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 224597 members 
Entering Unmasked Estep 
Score: -35666428.000000 Penalty: 6272.516602
	Iteration 120F: 3 clusters Score -3.566643e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84564 members 
Mstep: Class 2 contains 226018 members 
Entering Unmasked Estep 
Score: -35666728.000000 Penalty: 6272.516602
	Iteration 121Q: 3 clusters Score -3.566673e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83234 members 
Mstep: Class 2 contains 227348 members 
Entering Unmasked Estep 
Score: -35667048.000000 Penalty: 6272.516602
	Iteration 122Q: 3 clusters Score -3.566705e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 228710 members 
Entering Unmasked Estep 
Score: -35667496.000000 Penalty: 6272.516602
	Iteration 123Q: 3 clusters Score -3.56675e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 230048 members 
Entering Unmasked Estep 
Score: -35667888.000000 Penalty: 6272.516602
	Iteration 124Q: 3 clusters Score -3.566789e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 231392 members 
Entering Unmasked Estep 
Score: -35668516.000000 Penalty: 6272.516602
	Iteration 125Q: 3 clusters Score -3.566852e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 232713 members 
Entering Unmasked Estep 
Score: -35669052.000000 Penalty: 6272.516602
	Iteration 126Q: 3 clusters Score -3.566905e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76680 members 
Mstep: Class 2 contains 233902 members 
Entering Unmasked Estep 
Score: -35669504.000000 Penalty: 6272.516602
	Iteration 127Q: 3 clusters Score -3.56695e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 234987 members 
Entering Unmasked Estep 
Score: -35670088.000000 Penalty: 6272.516602
	Iteration 128Q: 3 clusters Score -3.567009e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74600 members 
Mstep: Class 2 contains 235982 members 
Entering Unmasked Estep 
Score: -35670416.000000 Penalty: 6272.516602
	Iteration 129Q: 3 clusters Score -3.567042e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 236901 members 
Entering Unmasked Estep 
Score: -35670780.000000 Penalty: 6272.516602
	Iteration 130Q: 3 clusters Score -3.567078e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 237779 members 
Entering Unmasked Estep 
Score: -35671288.000000 Penalty: 6272.516602
	Iteration 131Q: 3 clusters Score -3.567129e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 238597 members 
Entering Unmasked Estep 
Score: -35671604.000000 Penalty: 6272.516602
	Iteration 132Q: 3 clusters Score -3.56716e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 239382 members 
Entering Unmasked Estep 
Score: -35671776.000000 Penalty: 6272.516602
	Iteration 133Q: 3 clusters Score -3.567178e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 240202 members 
Entering Unmasked Estep 
Score: -35671828.000000 Penalty: 6272.516602
	Iteration 134Q: 3 clusters Score -3.567183e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 241070 members 
Entering Unmasked Estep 
Score: -35672056.000000 Penalty: 6272.516602
	Iteration 135Q: 3 clusters Score -3.567206e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 241922 members 
Entering Unmasked Estep 
Score: -35672216.000000 Penalty: 6272.516602
	Iteration 136Q: 3 clusters Score -3.567222e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 242766 members 
Entering Unmasked Estep 
Score: -35672440.000000 Penalty: 6272.516602
	Iteration 137Q: 3 clusters Score -3.567244e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 243654 members 
Entering Unmasked Estep 
Score: -35672588.000000 Penalty: 6272.516602
	Iteration 138Q: 3 clusters Score -3.567259e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 244576 members 
Entering Unmasked Estep 
Score: -35672940.000000 Penalty: 6272.516602
	Iteration 139Q: 3 clusters Score -3.567294e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 245476 members 
Entering Unmasked Estep 
Score: -35673116.000000 Penalty: 6272.516602
	Iteration 140F: 3 clusters Score -3.567312e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 246392 members 
Entering Unmasked Estep 
Score: -35673268.000000 Penalty: 6272.516602
	Iteration 141Q: 3 clusters Score -3.567327e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 247365 members 
Entering Unmasked Estep 
Score: -35673508.000000 Penalty: 6272.516602
	Iteration 142Q: 3 clusters Score -3.567351e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 248307 members 
Entering Unmasked Estep 
Score: -35673656.000000 Penalty: 6272.516602
	Iteration 143Q: 3 clusters Score -3.567366e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 249229 members 
Entering Unmasked Estep 
Score: -35673868.000000 Penalty: 6272.516602
	Iteration 144Q: 3 clusters Score -3.567387e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 250219 members 
Entering Unmasked Estep 
Score: -35673860.000000 Penalty: 6272.516602
	Iteration 145Q: 3 clusters Score -3.567386e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 251229 members 
Entering Unmasked Estep 
Score: -35674052.000000 Penalty: 6272.516602
	Iteration 146Q: 3 clusters Score -3.567405e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 252236 members 
Entering Unmasked Estep 
Score: -35674200.000000 Penalty: 6272.516602
	Iteration 147Q: 3 clusters Score -3.56742e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 253207 members 
Entering Unmasked Estep 
Score: -35674400.000000 Penalty: 6272.516602
	Iteration 148Q: 3 clusters Score -3.56744e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 254268 members 
Entering Unmasked Estep 
Score: -35674668.000000 Penalty: 6272.516602
	Iteration 149Q: 3 clusters Score -3.567467e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 255332 members 
Entering Unmasked Estep 
Score: -35674804.000000 Penalty: 6272.516602
	Iteration 150Q: 3 clusters Score -3.56748e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 256357 members 
Entering Unmasked Estep 
Score: -35674704.000000 Penalty: 6272.516602
	Iteration 151Q: 3 clusters Score -3.56747e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 257386 members 
Entering Unmasked Estep 
Score: -35674864.000000 Penalty: 6272.516602
	Iteration 152Q: 3 clusters Score -3.567486e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 258368 members 
Entering Unmasked Estep 
Score: -35674916.000000 Penalty: 6272.516602
	Iteration 153Q: 3 clusters Score -3.567492e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 259327 members 
Entering Unmasked Estep 
Score: -35675172.000000 Penalty: 6272.516602
	Iteration 154Q: 3 clusters Score -3.567517e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 260238 members 
Entering Unmasked Estep 
Score: -35675440.000000 Penalty: 6272.516602
	Iteration 155Q: 3 clusters Score -3.567544e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 261079 members 
Entering Unmasked Estep 
Score: -35675564.000000 Penalty: 6272.516602
	Iteration 156Q: 3 clusters Score -3.567556e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 261952 members 
Entering Unmasked Estep 
Score: -35675640.000000 Penalty: 6272.516602
	Iteration 157Q: 3 clusters Score -3.567564e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 262816 members 
Entering Unmasked Estep 
Score: -35675916.000000 Penalty: 6272.516602
	Iteration 158Q: 3 clusters Score -3.567592e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 263732 members 
Entering Unmasked Estep 
Score: -35676020.000000 Penalty: 6272.516602
	Iteration 159Q: 3 clusters Score -3.567602e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 264716 members 
Entering Unmasked Estep 
Score: -35676084.000000 Penalty: 6272.516602
	Iteration 160F: 3 clusters Score -3.567608e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 265709 members 
Entering Unmasked Estep 
Score: -35676280.000000 Penalty: 6272.516602
	Iteration 161Q: 3 clusters Score -3.567628e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 266652 members 
Entering Unmasked Estep 
Score: -35676416.000000 Penalty: 6272.516602
	Iteration 162Q: 3 clusters Score -3.567642e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 267593 members 
Entering Unmasked Estep 
Score: -35676484.000000 Penalty: 6272.516602
	Iteration 163Q: 3 clusters Score -3.567648e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 268527 members 
Entering Unmasked Estep 
Score: -35676516.000000 Penalty: 6272.516602
	Iteration 164Q: 3 clusters Score -3.567652e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 269455 members 
Entering Unmasked Estep 
Score: -35676648.000000 Penalty: 6272.516602
	Iteration 165Q: 3 clusters Score -3.567665e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 270339 members 
Entering Unmasked Estep 
Score: -35676772.000000 Penalty: 6272.516602
	Iteration 166Q: 3 clusters Score -3.567677e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 271201 members 
Entering Unmasked Estep 
Score: -35677040.000000 Penalty: 6272.516602
	Iteration 167Q: 3 clusters Score -3.567704e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 272067 members 
Entering Unmasked Estep 
Score: -35677232.000000 Penalty: 6272.516602
	Iteration 168Q: 3 clusters Score -3.567723e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 272945 members 
Entering Unmasked Estep 
Score: -35677512.000000 Penalty: 6272.516602
	Iteration 169Q: 3 clusters Score -3.567751e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 273845 members 
Entering Unmasked Estep 
Score: -35677820.000000 Penalty: 6272.516602
	Iteration 170Q: 3 clusters Score -3.567782e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 274695 members 
Entering Unmasked Estep 
Score: -35677984.000000 Penalty: 6272.516602
	Iteration 171Q: 3 clusters Score -3.567798e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 275545 members 
Entering Unmasked Estep 
Score: -35678172.000000 Penalty: 6272.516602
	Iteration 172Q: 3 clusters Score -3.567817e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 276369 members 
Entering Unmasked Estep 
Score: -35678440.000000 Penalty: 6272.516602
	Iteration 173Q: 3 clusters Score -3.567844e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 277185 members 
Entering Unmasked Estep 
Score: -35678596.000000 Penalty: 6272.516602
	Iteration 174Q: 3 clusters Score -3.56786e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 277997 members 
Entering Unmasked Estep 
Score: -35678812.000000 Penalty: 6272.516602
	Iteration 175Q: 3 clusters Score -3.567881e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 278842 members 
Entering Unmasked Estep 
Score: -35679024.000000 Penalty: 6272.516602
	Iteration 176Q: 3 clusters Score -3.567902e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 279635 members 
Entering Unmasked Estep 
Score: -35679332.000000 Penalty: 6272.516602
	Iteration 177Q: 3 clusters Score -3.567933e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 280453 members 
Entering Unmasked Estep 
Score: -35679516.000000 Penalty: 6272.516602
	Iteration 178Q: 3 clusters Score -3.567952e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 281246 members 
Entering Unmasked Estep 
Score: -35679652.000000 Penalty: 6272.516602
	Iteration 179Q: 3 clusters Score -3.567965e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 282052 members 
Entering Unmasked Estep 
Score: -35679644.000000 Penalty: 6272.516602
	Iteration 180F: 3 clusters Score -3.567964e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 282853 members 
Entering Unmasked Estep 
Score: -35679980.000000 Penalty: 6272.516602
	Iteration 181Q: 3 clusters Score -3.567998e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 283677 members 
Entering Unmasked Estep 
Score: -35680132.000000 Penalty: 6272.516602
	Iteration 182Q: 3 clusters Score -3.568013e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 284485 members 
Entering Unmasked Estep 
Score: -35680208.000000 Penalty: 6272.516602
	Iteration 183Q: 3 clusters Score -3.568021e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 285348 members 
Entering Unmasked Estep 
Score: -35680448.000000 Penalty: 6272.516602
	Iteration 184Q: 3 clusters Score -3.568045e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 286222 members 
Entering Unmasked Estep 
Score: -35680676.000000 Penalty: 6272.516602
	Iteration 185Q: 3 clusters Score -3.568068e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 287107 members 
Entering Unmasked Estep 
Score: -35680904.000000 Penalty: 6272.516602
	Iteration 186Q: 3 clusters Score -3.56809e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 288037 members 
Entering Unmasked Estep 
Score: -35681048.000000 Penalty: 6272.516602
	Iteration 187Q: 3 clusters Score -3.568105e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 289008 members 
Entering Unmasked Estep 
Score: -35680884.000000 Penalty: 6272.516602
	Iteration 188Q: 3 clusters Score -3.568088e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 290002 members 
Entering Unmasked Estep 
Score: -35680728.000000 Penalty: 6272.516602
	Iteration 189Q: 3 clusters Score -3.568073e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 290997 members 
Entering Unmasked Estep 
Score: -35680640.000000 Penalty: 6272.516602
	Iteration 190Q: 3 clusters Score -3.568064e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 292036 members 
Entering Unmasked Estep 
Score: -35680372.000000 Penalty: 6272.516602
	Iteration 191Q: 3 clusters Score -3.568037e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 293053 members 
Entering Unmasked Estep 
Score: -35680212.000000 Penalty: 6272.516602
	Iteration 192Q: 3 clusters Score -3.568021e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 294091 members 
Entering Unmasked Estep 
Score: -35679948.000000 Penalty: 6272.516602
	Iteration 193Q: 3 clusters Score -3.567995e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 295125 members 
Entering Unmasked Estep 
Score: -35679492.000000 Penalty: 6272.516602
	Iteration 194Q: 3 clusters Score -3.567949e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 296158 members 
Entering Unmasked Estep 
Score: -35679112.000000 Penalty: 6272.516602
	Iteration 195Q: 3 clusters Score -3.567911e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 297116 members 
Entering Unmasked Estep 
Score: -35678756.000000 Penalty: 6272.516602
	Iteration 196Q: 3 clusters Score -3.567876e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 298100 members 
Entering Unmasked Estep 
Score: -35678124.000000 Penalty: 6272.516602
	Iteration 197Q: 3 clusters Score -3.567812e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 299109 members 
Entering Unmasked Estep 
Score: -35677772.000000 Penalty: 6272.516602
	Iteration 198Q: 3 clusters Score -3.567777e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 300203 members 
Entering Unmasked Estep 
Score: -35677336.000000 Penalty: 6272.516602
	Iteration 199Q: 3 clusters Score -3.567734e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 301261 members 
Entering Unmasked Estep 
Score: -35676560.000000 Penalty: 6272.516602
	Iteration 200F: 3 clusters Score -3.567656e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 302290 members 
Entering Unmasked Estep 
Score: -35675700.000000 Penalty: 6272.516602
	Iteration 201Q: 3 clusters Score -3.56757e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 303271 members 
Entering Unmasked Estep 
Score: -35674892.000000 Penalty: 6272.516602
	Iteration 202Q: 3 clusters Score -3.567489e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 304176 members 
Entering Unmasked Estep 
Score: -35673992.000000 Penalty: 6272.516602
	Iteration 203Q: 3 clusters Score -3.567399e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 304988 members 
Entering Unmasked Estep 
Score: -35673188.000000 Penalty: 6272.516602
	Iteration 204Q: 3 clusters Score -3.567319e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 305691 members 
Entering Unmasked Estep 
Score: -35672476.000000 Penalty: 6272.516602
	Iteration 205Q: 3 clusters Score -3.567248e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 306283 members 
Entering Unmasked Estep 
Score: -35671808.000000 Penalty: 6272.516602
	Iteration 206Q: 3 clusters Score -3.567181e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 306761 members 
Entering Unmasked Estep 
Score: -35671240.000000 Penalty: 6272.516602
	Iteration 207Q: 3 clusters Score -3.567124e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 307187 members 
Entering Unmasked Estep 
Score: -35670804.000000 Penalty: 6272.516602
	Iteration 208Q: 3 clusters Score -3.56708e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 307547 members 
Entering Unmasked Estep 
Score: -35670360.000000 Penalty: 6272.516602
	Iteration 209Q: 3 clusters Score -3.567036e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 307839 members 
Entering Unmasked Estep 
Score: -35669964.000000 Penalty: 6272.516602
	Iteration 210Q: 3 clusters Score -3.566996e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 308076 members 
Entering Unmasked Estep 
Score: -35669632.000000 Penalty: 6272.516602
	Iteration 211Q: 3 clusters Score -3.566963e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 308261 members 
Entering Unmasked Estep 
Score: -35669432.000000 Penalty: 6272.516602
	Iteration 212Q: 3 clusters Score -3.566943e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 308418 members 
Entering Unmasked Estep 
Score: -35669144.000000 Penalty: 6272.516602
	Iteration 213Q: 3 clusters Score -3.566914e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 308558 members 
Entering Unmasked Estep 
Score: -35668972.000000 Penalty: 6272.516602
	Iteration 214Q: 3 clusters Score -3.566897e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 308681 members 
Entering Unmasked Estep 
Score: -35668812.000000 Penalty: 6272.516602
	Iteration 215Q: 3 clusters Score -3.566881e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 308776 members 
Entering Unmasked Estep 
Score: -35668732.000000 Penalty: 6272.516602
	Iteration 216Q: 3 clusters Score -3.566873e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 308859 members 
Entering Unmasked Estep 
Score: -35668624.000000 Penalty: 6272.516602
	Iteration 217Q: 3 clusters Score -3.566862e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 308925 members 
Entering Unmasked Estep 
Score: -35668580.000000 Penalty: 6272.516602
	Iteration 218Q: 3 clusters Score -3.566858e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 308983 members 
Entering Unmasked Estep 
Score: -35668480.000000 Penalty: 6272.516602
	Iteration 219Q: 3 clusters Score -3.566848e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 309043 members 
Entering Unmasked Estep 
Score: -35668404.000000 Penalty: 6272.516602
	Iteration 220F: 3 clusters Score -3.56684e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 309085 members 
Entering Unmasked Estep 
Score: -35668348.000000 Penalty: 6272.516602
	Iteration 221Q: 3 clusters Score -3.566835e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 309126 members 
Entering Unmasked Estep 
Score: -35668288.000000 Penalty: 6272.516602
	Iteration 222Q: 3 clusters Score -3.566829e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 309156 members 
Entering Unmasked Estep 
Score: -35668284.000000 Penalty: 6272.516602
	Iteration 223Q: 3 clusters Score -3.566828e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 309160 members 
Entering Unmasked Estep 
Score: -35668284.000000 Penalty: 6272.516602
	Iteration 224Q: 3 clusters Score -3.566828e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 309160 members 
Entering Unmasked Estep 
Score: -35668264.000000 Penalty: 6272.516602
	Iteration 225Q: 3 clusters Score -3.566826e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 309165 members 
Entering Unmasked Estep 
Score: -35668268.000000 Penalty: 6272.516602
	Iteration 226Q: 3 clusters Score -3.566827e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 309174 members 
Entering Unmasked Estep 
Score: -35668272.000000 Penalty: 6272.516602
	Iteration 227Q: 3 clusters Score -3.566827e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 309182 members 
Entering Unmasked Estep 
Score: -35668252.000000 Penalty: 6272.516602
	Iteration 228Q: 3 clusters Score -3.566825e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 309179 members 
Entering Unmasked Estep 
Score: -35668308.000000 Penalty: 6272.516602
	Iteration 229Q: 3 clusters Score -3.566831e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 309175 members 
Entering Unmasked Estep 
Score: -35668320.000000 Penalty: 6272.516602
	Iteration 230Q: 3 clusters Score -3.566832e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 309162 members 
Entering Unmasked Estep 
Score: -35668368.000000 Penalty: 6272.516602
	Iteration 231Q: 3 clusters Score -3.566837e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 309165 members 
Entering Unmasked Estep 
Score: -35668408.000000 Penalty: 6272.516602
	Iteration 232Q: 3 clusters Score -3.566841e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 309164 members 
Entering Unmasked Estep 
Score: -35668412.000000 Penalty: 6272.516602
	Iteration 233Q: 3 clusters Score -3.566841e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 309171 members 
Entering Unmasked Estep 
Score: -35668416.000000 Penalty: 6272.516602
	Iteration 234Q: 3 clusters Score -3.566842e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 309172 members 
Entering Unmasked Estep 
Score: -35668408.000000 Penalty: 6272.516602
	Iteration 235Q: 3 clusters Score -3.566841e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 309168 members 
Entering Unmasked Estep 
Score: -35668444.000000 Penalty: 6272.516602
	Iteration 236Q: 3 clusters Score -3.566844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 309171 members 
Entering Unmasked Estep 
Score: -35668428.000000 Penalty: 6272.516602
	Iteration 237Q: 3 clusters Score -3.566843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 309168 members 
Entering Unmasked Estep 
Score: -35668452.000000 Penalty: 6272.516602
	Iteration 238Q: 3 clusters Score -3.566845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 309171 members 
Entering Unmasked Estep 
Score: -35668420.000000 Penalty: 6272.516602
	Iteration 239Q: 3 clusters Score -3.566842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 309170 members 
Entering Unmasked Estep 
Score: -35668440.000000 Penalty: 6272.516602
	Iteration 240F: 3 clusters Score -3.566844e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 309153 members 
Entering Unmasked Estep 
Score: -35668464.000000 Penalty: 6272.516602
	Iteration 241Q: 3 clusters Score -3.566846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 309138 members 
Entering Unmasked Estep 
Score: -35668520.000000 Penalty: 6272.516602
	Iteration 242Q: 3 clusters Score -3.566852e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 309133 members 
Entering Unmasked Estep 
Score: -35668512.000000 Penalty: 6272.516602
	Iteration 243Q: 3 clusters Score -3.566851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 309133 members 
Entering Unmasked Estep 
Score: -35668524.000000 Penalty: 6272.516602
	Iteration 244Q: 3 clusters Score -3.566852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 309126 members 
Entering Unmasked Estep 
Score: -35668556.000000 Penalty: 6272.516602
	Iteration 245Q: 3 clusters Score -3.566856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 309125 members 
Entering Unmasked Estep 
Score: -35668532.000000 Penalty: 6272.516602
	Iteration 246Q: 3 clusters Score -3.566853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 309119 members 
Entering Unmasked Estep 
Score: -35668536.000000 Penalty: 6272.516602
	Iteration 247Q: 3 clusters Score -3.566854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 309122 members 
Entering Unmasked Estep 
Score: -35668528.000000 Penalty: 6272.516602
	Iteration 248Q: 3 clusters Score -3.566853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 309128 members 
Entering Unmasked Estep 
Score: -35668528.000000 Penalty: 6272.516602
	Iteration 249Q: 3 clusters Score -3.566853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 309134 members 
Entering Unmasked Estep 
Score: -35668524.000000 Penalty: 6272.516602
	Iteration 250Q: 3 clusters Score -3.566852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 309134 members 
Entering Unmasked Estep 
Score: -35668520.000000 Penalty: 6272.516602
	Iteration 251Q: 3 clusters Score -3.566852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 309134 members 
Entering Unmasked Estep 
Score: -35668536.000000 Penalty: 6272.516602
	Iteration 252Q: 3 clusters Score -3.566854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 309132 members 
Entering Unmasked Estep 
Score: -35668548.000000 Penalty: 6272.516602
	Iteration 253Q: 3 clusters Score -3.566855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 309128 members 
Entering Unmasked Estep 
Score: -35668552.000000 Penalty: 6272.516602
	Iteration 254Q: 3 clusters Score -3.566855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 309125 members 
Entering Unmasked Estep 
Score: -35668556.000000 Penalty: 6272.516602
	Iteration 255Q: 3 clusters Score -3.566856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 309126 members 
Entering Unmasked Estep 
Score: -35668556.000000 Penalty: 6272.516602
	Iteration 256Q: 3 clusters Score -3.566856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 309125 members 
Entering Unmasked Estep 
Score: -35668560.000000 Penalty: 6272.516602
	Iteration 257Q: 3 clusters Score -3.566856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 309121 members 
Entering Unmasked Estep 
Score: -35668608.000000 Penalty: 6272.516602
	Iteration 258Q: 3 clusters Score -3.566861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 309116 members 
Entering Unmasked Estep 
Score: -35668604.000000 Penalty: 6272.516602
	Iteration 259Q: 3 clusters Score -3.56686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 309117 members 
Entering Unmasked Estep 
Score: -35668628.000000 Penalty: 6272.516602
	Iteration 260F: 3 clusters Score -3.566863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 309115 members 
Entering Unmasked Estep 
Score: -35668628.000000 Penalty: 6272.516602
	Iteration 261Q: 3 clusters Score -3.566863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 309113 members 
Entering Unmasked Estep 
Score: -35668640.000000 Penalty: 6272.516602
	Iteration 262Q: 3 clusters Score -3.566864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 309109 members 
Entering Unmasked Estep 
Score: -35668640.000000 Penalty: 6272.516602
	Iteration 263Q: 3 clusters Score -3.566864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 309104 members 
Entering Unmasked Estep 
Score: -35668660.000000 Penalty: 6272.516602
	Iteration 264Q: 3 clusters Score -3.566866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 309104 members 
Entering Unmasked Estep 
Score: -35668680.000000 Penalty: 6272.516602
	Iteration 265Q: 3 clusters Score -3.566868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 309101 members 
Entering Unmasked Estep 
Score: -35668672.000000 Penalty: 6272.516602
	Iteration 266Q: 3 clusters Score -3.566867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 309099 members 
Entering Unmasked Estep 
Score: -35668684.000000 Penalty: 6272.516602
	Iteration 267Q: 3 clusters Score -3.566868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 309096 members 
Entering Unmasked Estep 
Score: -35668700.000000 Penalty: 6272.516602
	Iteration 268Q: 3 clusters Score -3.56687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 309094 members 
Entering Unmasked Estep 
Score: -35668724.000000 Penalty: 6272.516602
	Iteration 269Q: 3 clusters Score -3.566872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 309092 members 
Entering Unmasked Estep 
Score: -35668700.000000 Penalty: 6272.516602
	Iteration 270Q: 3 clusters Score -3.56687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 309091 members 
Entering Unmasked Estep 
Score: -35668708.000000 Penalty: 6272.516602
	Iteration 271Q: 3 clusters Score -3.566871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 309091 members 
Entering Unmasked Estep 
Score: -35668708.000000 Penalty: 6272.516602
	Iteration 272F: 3 clusters Score -3.566871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22657 members 
Mstep: Class 3 contains 101703 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 1491 members 
Mstep: Class 9 contains 14416 members 
Mstep: Class 10 contains 217254 members 
Mstep: Class 11 contains 12443 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 57427 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 8416 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 17 contains 273 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 3222 members 
Mstep: Class 20 contains 309091 members 
Entering Unmasked Estep 
Score: -92577960.000000 Penalty: 67540.226562
Splitting cluster 8 changes total score from -92575096.000000 to -92577960.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 9 (14416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Entering Unmasked Estep 
Score: -1528912.750000 Penalty: 2374.871338
	Iteration 0F: 2 clusters Score -1528913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1518522.750000 Penalty: 4749.742676
	Iteration 0F: 3 clusters Score -1518523 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1521951.625000 Penalty: 4749.742676
	Iteration 1F: 3 clusters Score -1521952 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1523151.500000 Penalty: 4749.742676
	Iteration 2F: 3 clusters Score -1523152 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1525793.250000 Penalty: 4749.742676
	Iteration 3F: 3 clusters Score -1525793 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1529353.125000 Penalty: 4749.742676
	Iteration 4F: 3 clusters Score -1529353 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1531577.125000 Penalty: 4749.742676
	Iteration 5F: 3 clusters Score -1531577 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1532348.500000 Penalty: 4749.742676
	Iteration 6F: 3 clusters Score -1532348 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1532550.125000 Penalty: 4749.742676
	Iteration 7Q: 3 clusters Score -1532550 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1532613.125000 Penalty: 4749.742676
	Iteration 8Q: 3 clusters Score -1532613 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1532640.625000 Penalty: 4749.742676
	Iteration 9Q: 3 clusters Score -1532641 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1532649.125000 Penalty: 4749.742676
	Iteration 10Q: 3 clusters Score -1532649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1532662.125000 Penalty: 4749.742676
	Iteration 11Q: 3 clusters Score -1532662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1532664.625000 Penalty: 4749.742676
	Iteration 12Q: 3 clusters Score -1532665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1532669.250000 Penalty: 4749.742676
	Iteration 13Q: 3 clusters Score -1532669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1532671.250000 Penalty: 4749.742676
	Iteration 14Q: 3 clusters Score -1532671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1532670.750000 Penalty: 4749.742676
	Iteration 15Q: 3 clusters Score -1532671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1532672.375000 Penalty: 4749.742676
	Iteration 16Q: 3 clusters Score -1532672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1532672.375000 Penalty: 4749.742676
	Iteration 17F: 3 clusters Score -1532672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22657 members 
Mstep: Class 3 contains 101703 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 1491 members 
Mstep: Class 9 contains 12382 members 
Mstep: Class 10 contains 217254 members 
Mstep: Class 11 contains 12443 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 57427 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 8416 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 17 contains 273 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 3222 members 
Mstep: Class 20 contains 309091 members 
Mstep: Class 21 contains 2034 members 
Entering Unmasked Estep 
Score: -92581000.000000 Penalty: 70917.242188
Splitting cluster 9 changes total score from -92575096.000000 to -92581000.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (12443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Entering Unmasked Estep 
Score: -1435139.000000 Penalty: 2338.370361
	Iteration 0F: 2 clusters Score -1435139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1425910.125000 Penalty: 4676.740723
	Iteration 0F: 3 clusters Score -1425910 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1428709.125000 Penalty: 4676.740723
	Iteration 1F: 3 clusters Score -1428709 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1429002.875000 Penalty: 4676.740723
	Iteration 2F: 3 clusters Score -1429003 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1429229.250000 Penalty: 4676.740723
	Iteration 3Q: 3 clusters Score -1429229 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1429428.875000 Penalty: 4676.740723
	Iteration 4Q: 3 clusters Score -1429429 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1429642.750000 Penalty: 4676.740723
	Iteration 5Q: 3 clusters Score -1429643 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1429881.875000 Penalty: 4676.740723
	Iteration 6Q: 3 clusters Score -1429882 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1430148.500000 Penalty: 4676.740723
	Iteration 7Q: 3 clusters Score -1430148 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1430452.500000 Penalty: 4676.740723
	Iteration 8Q: 3 clusters Score -1430452 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1430785.375000 Penalty: 4676.740723
	Iteration 9Q: 3 clusters Score -1430785 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1431141.375000 Penalty: 4676.740723
	Iteration 10Q: 3 clusters Score -1431141 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1431483.875000 Penalty: 4676.740723
	Iteration 11Q: 3 clusters Score -1431484 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1431773.625000 Penalty: 4676.740723
	Iteration 12Q: 3 clusters Score -1431774 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1432014.000000 Penalty: 4676.740723
	Iteration 13Q: 3 clusters Score -1432014 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1432165.125000 Penalty: 4676.740723
	Iteration 14Q: 3 clusters Score -1432165 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1432283.750000 Penalty: 4676.740723
	Iteration 15Q: 3 clusters Score -1432284 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1432369.250000 Penalty: 4676.740723
	Iteration 16Q: 3 clusters Score -1432369 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1432446.000000 Penalty: 4676.740723
	Iteration 17Q: 3 clusters Score -1432446 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1432507.000000 Penalty: 4676.740723
	Iteration 18Q: 3 clusters Score -1432507 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1432555.500000 Penalty: 4676.740723
	Iteration 19Q: 3 clusters Score -1432556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1432590.500000 Penalty: 4676.740723
	Iteration 20F: 3 clusters Score -1432590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1432622.375000 Penalty: 4676.740723
	Iteration 21Q: 3 clusters Score -1432622 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1432653.875000 Penalty: 4676.740723
	Iteration 22Q: 3 clusters Score -1432654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1432689.125000 Penalty: 4676.740723
	Iteration 23Q: 3 clusters Score -1432689 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1432723.250000 Penalty: 4676.740723
	Iteration 24Q: 3 clusters Score -1432723 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1432748.250000 Penalty: 4676.740723
	Iteration 25Q: 3 clusters Score -1432748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1432772.625000 Penalty: 4676.740723
	Iteration 26Q: 3 clusters Score -1432773 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1432790.875000 Penalty: 4676.740723
	Iteration 27Q: 3 clusters Score -1432791 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1432806.750000 Penalty: 4676.740723
	Iteration 28Q: 3 clusters Score -1432807 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1432821.250000 Penalty: 4676.740723
	Iteration 29Q: 3 clusters Score -1432821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1432840.250000 Penalty: 4676.740723
	Iteration 30Q: 3 clusters Score -1432840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1432858.125000 Penalty: 4676.740723
	Iteration 31Q: 3 clusters Score -1432858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1432871.250000 Penalty: 4676.740723
	Iteration 32Q: 3 clusters Score -1432871 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1432886.875000 Penalty: 4676.740723
	Iteration 33Q: 3 clusters Score -1432887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1432907.125000 Penalty: 4676.740723
	Iteration 34Q: 3 clusters Score -1432907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1432925.125000 Penalty: 4676.740723
	Iteration 35Q: 3 clusters Score -1432925 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1432941.375000 Penalty: 4676.740723
	Iteration 36Q: 3 clusters Score -1432941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1432955.875000 Penalty: 4676.740723
	Iteration 37Q: 3 clusters Score -1432956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1432972.250000 Penalty: 4676.740723
	Iteration 38Q: 3 clusters Score -1432972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1432989.500000 Penalty: 4676.740723
	Iteration 39Q: 3 clusters Score -1432990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1433006.375000 Penalty: 4676.740723
	Iteration 40F: 3 clusters Score -1433006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1433032.000000 Penalty: 4676.740723
	Iteration 41Q: 3 clusters Score -1433032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1433043.000000 Penalty: 4676.740723
	Iteration 42Q: 3 clusters Score -1433043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1433059.000000 Penalty: 4676.740723
	Iteration 43Q: 3 clusters Score -1433059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1433079.000000 Penalty: 4676.740723
	Iteration 44Q: 3 clusters Score -1433079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1433091.500000 Penalty: 4676.740723
	Iteration 45Q: 3 clusters Score -1433092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1433105.000000 Penalty: 4676.740723
	Iteration 46Q: 3 clusters Score -1433105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1433112.750000 Penalty: 4676.740723
	Iteration 47Q: 3 clusters Score -1433113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1433119.375000 Penalty: 4676.740723
	Iteration 48Q: 3 clusters Score -1433119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1433127.125000 Penalty: 4676.740723
	Iteration 49Q: 3 clusters Score -1433127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1433131.250000 Penalty: 4676.740723
	Iteration 50Q: 3 clusters Score -1433131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1433129.875000 Penalty: 4676.740723
	Iteration 51Q: 3 clusters Score -1433130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1433135.125000 Penalty: 4676.740723
	Iteration 52Q: 3 clusters Score -1433135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1433137.250000 Penalty: 4676.740723
	Iteration 53Q: 3 clusters Score -1433137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1433140.375000 Penalty: 4676.740723
	Iteration 54Q: 3 clusters Score -1433140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1433143.375000 Penalty: 4676.740723
	Iteration 55Q: 3 clusters Score -1433143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1433140.875000 Penalty: 4676.740723
	Iteration 56Q: 3 clusters Score -1433141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1433142.500000 Penalty: 4676.740723
	Iteration 57Q: 3 clusters Score -1433142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1433143.750000 Penalty: 4676.740723
	Iteration 58Q: 3 clusters Score -1433144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1433146.875000 Penalty: 4676.740723
	Iteration 59Q: 3 clusters Score -1433147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1433145.875000 Penalty: 4676.740723
	Iteration 60F: 3 clusters Score -1433146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1433148.125000 Penalty: 4676.740723
	Iteration 61Q: 3 clusters Score -1433148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1433149.625000 Penalty: 4676.740723
	Iteration 62Q: 3 clusters Score -1433150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1433149.500000 Penalty: 4676.740723
	Iteration 63Q: 3 clusters Score -1433150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1433150.000000 Penalty: 4676.740723
	Iteration 64Q: 3 clusters Score -1433150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1433153.875000 Penalty: 4676.740723
	Iteration 65Q: 3 clusters Score -1433154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1433154.625000 Penalty: 4676.740723
	Iteration 66Q: 3 clusters Score -1433155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1433155.500000 Penalty: 4676.740723
	Iteration 67Q: 3 clusters Score -1433156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1433163.125000 Penalty: 4676.740723
	Iteration 68Q: 3 clusters Score -1433163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1433169.375000 Penalty: 4676.740723
	Iteration 69Q: 3 clusters Score -1433169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1433174.375000 Penalty: 4676.740723
	Iteration 70Q: 3 clusters Score -1433174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1433178.375000 Penalty: 4676.740723
	Iteration 71Q: 3 clusters Score -1433178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1433179.500000 Penalty: 4676.740723
	Iteration 72Q: 3 clusters Score -1433180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1433178.500000 Penalty: 4676.740723
	Iteration 73Q: 3 clusters Score -1433178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1433178.500000 Penalty: 4676.740723
	Iteration 74F: 3 clusters Score -1433178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (57427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Entering Unmasked Estep 
Score: -6577782.000000 Penalty: 2717.650879
	Iteration 0F: 2 clusters Score -6577782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -6539222.500000 Penalty: 5435.301758
	Iteration 0F: 3 clusters Score -6539222 nChanged 26636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -6553785.000000 Penalty: 5435.301758
	Iteration 1F: 3 clusters Score -6553785 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -6554427.500000 Penalty: 5435.301758
	Iteration 2Q: 3 clusters Score -6554428 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -6555419.500000 Penalty: 5435.301758
	Iteration 3Q: 3 clusters Score -6555420 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -6556777.500000 Penalty: 5435.301758
	Iteration 4F: 3 clusters Score -6556778 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -6558824.000000 Penalty: 5435.301758
	Iteration 5F: 3 clusters Score -6558824 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -6561980.500000 Penalty: 5435.301758
	Iteration 6F: 3 clusters Score -6561980 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -6566013.500000 Penalty: 5435.301758
	Iteration 7F: 3 clusters Score -6566014 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -6569954.000000 Penalty: 5435.301758
	Iteration 8F: 3 clusters Score -6569954 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -6573149.500000 Penalty: 5435.301758
	Iteration 9Q: 3 clusters Score -6573150 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -6575283.500000 Penalty: 5435.301758
	Iteration 10Q: 3 clusters Score -6575284 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -6575978.500000 Penalty: 5435.301758
	Iteration 11Q: 3 clusters Score -6575978 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -6576251.000000 Penalty: 5435.301758
	Iteration 12Q: 3 clusters Score -6576251 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -6576319.000000 Penalty: 5435.301758
	Iteration 13Q: 3 clusters Score -6576319 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -6576382.000000 Penalty: 5435.301758
	Iteration 14Q: 3 clusters Score -6576382 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -6576400.000000 Penalty: 5435.301758
	Iteration 15Q: 3 clusters Score -6576400 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -6576444.500000 Penalty: 5435.301758
	Iteration 16Q: 3 clusters Score -6576444 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -6576444.500000 Penalty: 5435.301758
	Iteration 17Q: 3 clusters Score -6576444 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -6576469.000000 Penalty: 5435.301758
	Iteration 18Q: 3 clusters Score -6576469 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -6576471.000000 Penalty: 5435.301758
	Iteration 19Q: 3 clusters Score -6576471 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -6576476.000000 Penalty: 5435.301758
	Iteration 20F: 3 clusters Score -6576476 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -6576489.500000 Penalty: 5435.301758
	Iteration 21Q: 3 clusters Score -6576490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -6576505.000000 Penalty: 5435.301758
	Iteration 22Q: 3 clusters Score -6576505 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -6576514.000000 Penalty: 5435.301758
	Iteration 23Q: 3 clusters Score -6576514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -6576504.500000 Penalty: 5435.301758
	Iteration 24Q: 3 clusters Score -6576504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -6576513.500000 Penalty: 5435.301758
	Iteration 25Q: 3 clusters Score -6576514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -6576513.500000 Penalty: 5435.301758
	Iteration 26Q: 3 clusters Score -6576514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -6576514.000000 Penalty: 5435.301758
	Iteration 27Q: 3 clusters Score -6576514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -6576515.500000 Penalty: 5435.301758
	Iteration 28Q: 3 clusters Score -6576516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -6576511.500000 Penalty: 5435.301758
	Iteration 29Q: 3 clusters Score -6576512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -6576513.500000 Penalty: 5435.301758
	Iteration 30Q: 3 clusters Score -6576514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -6576498.000000 Penalty: 5435.301758
	Iteration 31Q: 3 clusters Score -6576498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -6576521.500000 Penalty: 5435.301758
	Iteration 32Q: 3 clusters Score -6576522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -6576522.500000 Penalty: 5435.301758
	Iteration 33Q: 3 clusters Score -6576522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -6576535.500000 Penalty: 5435.301758
	Iteration 34Q: 3 clusters Score -6576536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -6576524.000000 Penalty: 5435.301758
	Iteration 35Q: 3 clusters Score -6576524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -6576527.000000 Penalty: 5435.301758
	Iteration 36Q: 3 clusters Score -6576527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -6576532.000000 Penalty: 5435.301758
	Iteration 37Q: 3 clusters Score -6576532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -6576523.500000 Penalty: 5435.301758
	Iteration 38Q: 3 clusters Score -6576524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -6576528.500000 Penalty: 5435.301758
	Iteration 39Q: 3 clusters Score -6576528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -6576544.000000 Penalty: 5435.301758
	Iteration 40F: 3 clusters Score -6576544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -6576533.500000 Penalty: 5435.301758
	Iteration 41Q: 3 clusters Score -6576534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -6576533.000000 Penalty: 5435.301758
	Iteration 42Q: 3 clusters Score -6576533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -6576528.500000 Penalty: 5435.301758
	Iteration 43Q: 3 clusters Score -6576528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -6576533.500000 Penalty: 5435.301758
	Iteration 44Q: 3 clusters Score -6576534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -6576531.000000 Penalty: 5435.301758
	Iteration 45Q: 3 clusters Score -6576531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -6576529.000000 Penalty: 5435.301758
	Iteration 46Q: 3 clusters Score -6576529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -6576535.000000 Penalty: 5435.301758
	Iteration 47Q: 3 clusters Score -6576535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -6576534.000000 Penalty: 5435.301758
	Iteration 48Q: 3 clusters Score -6576534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -6576540.000000 Penalty: 5435.301758
	Iteration 49Q: 3 clusters Score -6576540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -6576532.500000 Penalty: 5435.301758
	Iteration 50Q: 3 clusters Score -6576532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -6576532.000000 Penalty: 5435.301758
	Iteration 51Q: 3 clusters Score -6576532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -6576532.000000 Penalty: 5435.301758
	Iteration 52Q: 3 clusters Score -6576532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -6576536.500000 Penalty: 5435.301758
	Iteration 53Q: 3 clusters Score -6576536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -6576540.000000 Penalty: 5435.301758
	Iteration 54Q: 3 clusters Score -6576540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -6576540.000000 Penalty: 5435.301758
	Iteration 55Q: 3 clusters Score -6576540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -6576542.500000 Penalty: 5435.301758
	Iteration 56Q: 3 clusters Score -6576542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -6576538.000000 Penalty: 5435.301758
	Iteration 57Q: 3 clusters Score -6576538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -6576537.000000 Penalty: 5435.301758
	Iteration 58Q: 3 clusters Score -6576537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -6576536.000000 Penalty: 5435.301758
	Iteration 59Q: 3 clusters Score -6576536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -6576536.000000 Penalty: 5435.301758
	Iteration 60F: 3 clusters Score -6576536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -83587.476562 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -83587.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81832.101562 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -81832.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82109.804688 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -82109.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82186.023438 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -82186.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82218.562500 Penalty: 3308.700195
	Iteration 3Q: 3 clusters Score -82218.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82234.625000 Penalty: 3308.700195
	Iteration 4Q: 3 clusters Score -82234.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82248.796875 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -82248.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82254.062500 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -82254.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82257.507812 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -82257.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82262.085938 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -82262.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82264.671875 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -82264.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82265.132812 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -82265.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82265.132812 Penalty: 3308.700195
	Iteration 11F: 3 clusters Score -82265.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Entering Unmasked Estep 
Score: -973487.437500 Penalty: 2241.396484
	Iteration 0F: 2 clusters Score -973487.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -966849.125000 Penalty: 4482.792969
	Iteration 0F: 3 clusters Score -966849.1 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -968733.125000 Penalty: 4482.792969
	Iteration 1F: 3 clusters Score -968733.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -969026.250000 Penalty: 4482.792969
	Iteration 2F: 3 clusters Score -969026.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -969239.000000 Penalty: 4482.792969
	Iteration 3Q: 3 clusters Score -969239 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -969436.687500 Penalty: 4482.792969
	Iteration 4Q: 3 clusters Score -969436.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -969653.375000 Penalty: 4482.792969
	Iteration 5Q: 3 clusters Score -969653.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -969908.625000 Penalty: 4482.792969
	Iteration 6Q: 3 clusters Score -969908.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -970220.125000 Penalty: 4482.792969
	Iteration 7Q: 3 clusters Score -970220.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -970717.625000 Penalty: 4482.792969
	Iteration 8Q: 3 clusters Score -970717.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -971591.562500 Penalty: 4482.792969
	Iteration 9F: 3 clusters Score -971591.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -972293.562500 Penalty: 4482.792969
	Iteration 10F: 3 clusters Score -972293.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -972779.937500 Penalty: 4482.792969
	Iteration 11F: 3 clusters Score -972779.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -973251.812500 Penalty: 4482.792969
	Iteration 12F: 3 clusters Score -973251.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -973685.187500 Penalty: 4482.792969
	Iteration 13Q: 3 clusters Score -973685.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -973998.937500 Penalty: 4482.792969
	Iteration 14Q: 3 clusters Score -973998.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -974187.562500 Penalty: 4482.792969
	Iteration 15Q: 3 clusters Score -974187.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -974294.500000 Penalty: 4482.792969
	Iteration 16Q: 3 clusters Score -974294.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -974352.687500 Penalty: 4482.792969
	Iteration 17Q: 3 clusters Score -974352.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -974399.312500 Penalty: 4482.792969
	Iteration 18Q: 3 clusters Score -974399.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -974438.000000 Penalty: 4482.792969
	Iteration 19Q: 3 clusters Score -974438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -974468.500000 Penalty: 4482.792969
	Iteration 20F: 3 clusters Score -974468.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -974487.500000 Penalty: 4482.792969
	Iteration 21Q: 3 clusters Score -974487.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -974495.375000 Penalty: 4482.792969
	Iteration 22Q: 3 clusters Score -974495.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -974499.562500 Penalty: 4482.792969
	Iteration 23Q: 3 clusters Score -974499.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -974503.750000 Penalty: 4482.792969
	Iteration 24Q: 3 clusters Score -974503.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -974507.250000 Penalty: 4482.792969
	Iteration 25Q: 3 clusters Score -974507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -974507.250000 Penalty: 4482.792969
	Iteration 26Q: 3 clusters Score -974507.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -974508.312500 Penalty: 4482.792969
	Iteration 27Q: 3 clusters Score -974508.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -974511.250000 Penalty: 4482.792969
	Iteration 28Q: 3 clusters Score -974511.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -974512.562500 Penalty: 4482.792969
	Iteration 29Q: 3 clusters Score -974512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -974511.750000 Penalty: 4482.792969
	Iteration 30Q: 3 clusters Score -974511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -974513.125000 Penalty: 4482.792969
	Iteration 31Q: 3 clusters Score -974513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -974513.375000 Penalty: 4482.792969
	Iteration 32Q: 3 clusters Score -974513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -974513.375000 Penalty: 4482.792969
	Iteration 33F: 3 clusters Score -974513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22657 members 
Mstep: Class 3 contains 101703 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 1491 members 
Mstep: Class 9 contains 12382 members 
Mstep: Class 10 contains 217254 members 
Mstep: Class 11 contains 12443 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 57427 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 5726 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 17 contains 273 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 3222 members 
Mstep: Class 20 contains 309091 members 
Mstep: Class 21 contains 2034 members 
Mstep: Class 22 contains 2690 members 
Entering Unmasked Estep 
Score: -92581000.000000 Penalty: 74294.250000
Splitting cluster 15 changes total score from -92575096.000000 to -92581000.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -144679.421875 Penalty: 1809.005615
	Iteration 0F: 2 clusters Score -144679.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -142505.218750 Penalty: 3618.011230
	Iteration 0F: 3 clusters Score -142505.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -143181.953125 Penalty: 3618.011230
	Iteration 1F: 3 clusters Score -143182 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -143894.125000 Penalty: 3618.011230
	Iteration 2F: 3 clusters Score -143894.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -144699.578125 Penalty: 3618.011230
	Iteration 3F: 3 clusters Score -144699.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145330.171875 Penalty: 3618.011230
	Iteration 4F: 3 clusters Score -145330.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -145801.921875 Penalty: 3618.011230
	Iteration 5F: 3 clusters Score -145801.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -146365.609375 Penalty: 3618.011230
	Iteration 6Q: 3 clusters Score -146365.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -146870.234375 Penalty: 3618.011230
	Iteration 7Q: 3 clusters Score -146870.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -147343.828125 Penalty: 3618.011230
	Iteration 8Q: 3 clusters Score -147343.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -147379.328125 Penalty: 3618.011230
	Iteration 9Q: 3 clusters Score -147379.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -147391.328125 Penalty: 3618.011230
	Iteration 10Q: 3 clusters Score -147391.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -147394.937500 Penalty: 3618.011230
	Iteration 11Q: 3 clusters Score -147394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -147397.375000 Penalty: 3618.011230
	Iteration 12Q: 3 clusters Score -147397.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -147399.578125 Penalty: 3618.011230
	Iteration 13Q: 3 clusters Score -147399.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -147400.609375 Penalty: 3618.011230
	Iteration 14Q: 3 clusters Score -147400.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -147402.625000 Penalty: 3618.011230
	Iteration 15Q: 3 clusters Score -147402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -147404.031250 Penalty: 3618.011230
	Iteration 16Q: 3 clusters Score -147404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -147404.593750 Penalty: 3618.011230
	Iteration 17Q: 3 clusters Score -147404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -147404.593750 Penalty: 3618.011230
	Iteration 18F: 3 clusters Score -147404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22657 members 
Mstep: Class 3 contains 101703 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 1491 members 
Mstep: Class 9 contains 12382 members 
Mstep: Class 10 contains 217254 members 
Mstep: Class 11 contains 12443 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 57427 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 5726 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 273 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 3222 members 
Mstep: Class 20 contains 309091 members 
Mstep: Class 21 contains 2034 members 
Mstep: Class 22 contains 2690 members 
Mstep: Class 23 contains 621 members 
Entering Unmasked Estep 
Score: -92582200.000000 Penalty: 77671.265625
Splitting cluster 16 changes total score from -92575096.000000 to -92582200.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1212323.250000 Penalty: 2292.096436
	Iteration 0F: 2 clusters Score -1212323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1204493.000000 Penalty: 4584.192871
	Iteration 0F: 3 clusters Score -1204493 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1206817.625000 Penalty: 4584.192871
	Iteration 1F: 3 clusters Score -1206818 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1207408.625000 Penalty: 4584.192871
	Iteration 2F: 3 clusters Score -1207409 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1208570.500000 Penalty: 4584.192871
	Iteration 3F: 3 clusters Score -1208570 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1210598.750000 Penalty: 4584.192871
	Iteration 4F: 3 clusters Score -1210599 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1212663.000000 Penalty: 4584.192871
	Iteration 5F: 3 clusters Score -1212663 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1214369.500000 Penalty: 4584.192871
	Iteration 6F: 3 clusters Score -1214370 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1215364.625000 Penalty: 4584.192871
	Iteration 7F: 3 clusters Score -1215365 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1215784.375000 Penalty: 4584.192871
	Iteration 8Q: 3 clusters Score -1215784 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1215966.500000 Penalty: 4584.192871
	Iteration 9Q: 3 clusters Score -1215966 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1216084.125000 Penalty: 4584.192871
	Iteration 10Q: 3 clusters Score -1216084 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1216183.000000 Penalty: 4584.192871
	Iteration 11Q: 3 clusters Score -1216183 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1216278.250000 Penalty: 4584.192871
	Iteration 12Q: 3 clusters Score -1216278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1216319.375000 Penalty: 4584.192871
	Iteration 13Q: 3 clusters Score -1216319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1216367.500000 Penalty: 4584.192871
	Iteration 14Q: 3 clusters Score -1216368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1216393.875000 Penalty: 4584.192871
	Iteration 15Q: 3 clusters Score -1216394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1216412.750000 Penalty: 4584.192871
	Iteration 16Q: 3 clusters Score -1216413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1216425.250000 Penalty: 4584.192871
	Iteration 17Q: 3 clusters Score -1216425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1216432.625000 Penalty: 4584.192871
	Iteration 18Q: 3 clusters Score -1216433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1216436.500000 Penalty: 4584.192871
	Iteration 19Q: 3 clusters Score -1216436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1216438.500000 Penalty: 4584.192871
	Iteration 20F: 3 clusters Score -1216438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1216438.875000 Penalty: 4584.192871
	Iteration 21Q: 3 clusters Score -1216439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1216443.125000 Penalty: 4584.192871
	Iteration 22Q: 3 clusters Score -1216443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1216446.125000 Penalty: 4584.192871
	Iteration 23Q: 3 clusters Score -1216446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1216447.875000 Penalty: 4584.192871
	Iteration 24Q: 3 clusters Score -1216448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1216447.875000 Penalty: 4584.192871
	Iteration 25F: 3 clusters Score -1216448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22657 members 
Mstep: Class 3 contains 101703 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 1491 members 
Mstep: Class 9 contains 12382 members 
Mstep: Class 10 contains 217254 members 
Mstep: Class 11 contains 12443 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 57427 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 5726 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 273 members 
Mstep: Class 18 contains 1344 members 
Mstep: Class 19 contains 3222 members 
Mstep: Class 20 contains 309091 members 
Mstep: Class 21 contains 2034 members 
Mstep: Class 22 contains 2690 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 8981 members 
Entering Unmasked Estep 
Score: -92585264.000000 Penalty: 81048.273438
Splitting cluster 18 changes total score from -92575096.000000 to -92585264.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (3222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Entering Unmasked Estep 
Score: -376444.781250 Penalty: 2003.283936
	Iteration 0F: 2 clusters Score -376444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -373007.656250 Penalty: 4006.567871
	Iteration 0F: 3 clusters Score -373007.7 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -373647.781250 Penalty: 4006.567871
	Iteration 1F: 3 clusters Score -373647.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -373796.156250 Penalty: 4006.567871
	Iteration 2F: 3 clusters Score -373796.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -373884.312500 Penalty: 4006.567871
	Iteration 3Q: 3 clusters Score -373884.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -373943.375000 Penalty: 4006.567871
	Iteration 4Q: 3 clusters Score -373943.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -373988.187500 Penalty: 4006.567871
	Iteration 5Q: 3 clusters Score -373988.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -374024.093750 Penalty: 4006.567871
	Iteration 6Q: 3 clusters Score -374024.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -374045.968750 Penalty: 4006.567871
	Iteration 7Q: 3 clusters Score -374046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -374070.906250 Penalty: 4006.567871
	Iteration 8Q: 3 clusters Score -374070.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -374087.812500 Penalty: 4006.567871
	Iteration 9Q: 3 clusters Score -374087.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -374099.031250 Penalty: 4006.567871
	Iteration 10Q: 3 clusters Score -374099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -374106.937500 Penalty: 4006.567871
	Iteration 11Q: 3 clusters Score -374106.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -374112.125000 Penalty: 4006.567871
	Iteration 12Q: 3 clusters Score -374112.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -374118.031250 Penalty: 4006.567871
	Iteration 13Q: 3 clusters Score -374118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -374124.125000 Penalty: 4006.567871
	Iteration 14Q: 3 clusters Score -374124.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -374135.281250 Penalty: 4006.567871
	Iteration 15Q: 3 clusters Score -374135.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -374145.062500 Penalty: 4006.567871
	Iteration 16Q: 3 clusters Score -374145.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -374155.781250 Penalty: 4006.567871
	Iteration 17Q: 3 clusters Score -374155.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -374167.625000 Penalty: 4006.567871
	Iteration 18Q: 3 clusters Score -374167.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -374172.437500 Penalty: 4006.567871
	Iteration 19Q: 3 clusters Score -374172.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -374177.156250 Penalty: 4006.567871
	Iteration 20F: 3 clusters Score -374177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -374178.968750 Penalty: 4006.567871
	Iteration 21Q: 3 clusters Score -374179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -374181.656250 Penalty: 4006.567871
	Iteration 22Q: 3 clusters Score -374181.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -374186.093750 Penalty: 4006.567871
	Iteration 23Q: 3 clusters Score -374186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -374188.125000 Penalty: 4006.567871
	Iteration 24Q: 3 clusters Score -374188.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -374189.718750 Penalty: 4006.567871
	Iteration 25Q: 3 clusters Score -374189.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -374190.687500 Penalty: 4006.567871
	Iteration 26Q: 3 clusters Score -374190.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -374190.687500 Penalty: 4006.567871
	Iteration 27F: 3 clusters Score -374190.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22657 members 
Mstep: Class 3 contains 101703 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 1491 members 
Mstep: Class 9 contains 12382 members 
Mstep: Class 11 contains 12443 members 
Mstep: Class 13 contains 57427 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 5726 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 18 contains 1344 members 
Mstep: Class 19 contains 3222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92589408.000000 Penalty: 81048.273438
Iteration 39Q: 25 clusters Score -9.258941e+07 nChanged 11669
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 22551 members 
Mstep: Class 3 contains 101020 members 
Mstep: Class 4 contains 9936 members 
Mstep: Class 5 contains 21720 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 13331 members 
Mstep: Class 10 contains 215822 members 
Mstep: Class 11 contains 12364 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 58161 members 
Mstep: Class 14 contains 635 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 904 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 3197 members 
Mstep: Class 20 contains 307575 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 2459 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 10381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92595696.000000 Penalty: 81048.273438
Iteration 40F: 25 clusters Score -9.25957e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 22377 members 
Mstep: Class 3 contains 99934 members 
Mstep: Class 4 contains 10148 members 
Mstep: Class 5 contains 21392 members 
Mstep: Class 6 contains 2452 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 2143 members 
Mstep: Class 9 contains 13687 members 
Mstep: Class 10 contains 214311 members 
Mstep: Class 11 contains 12240 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 58754 members 
Mstep: Class 14 contains 517 members 
Mstep: Class 15 contains 5898 members 
Mstep: Class 16 contains 901 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 1701 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 20 contains 307659 members 
Mstep: Class 21 contains 2067 members 
Mstep: Class 22 contains 2487 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 11644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92597440.000000 Penalty: 81048.273438
Iteration 41Q: 25 clusters Score -9.259744e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1204 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 22184 members 
Mstep: Class 3 contains 99142 members 
Mstep: Class 4 contains 10362 members 
Mstep: Class 5 contains 21170 members 
Mstep: Class 6 contains 2452 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 13803 members 
Mstep: Class 10 contains 213376 members 
Mstep: Class 11 contains 12157 members 
Mstep: Class 12 contains 323 members 
Mstep: Class 13 contains 59502 members 
Mstep: Class 14 contains 474 members 
Mstep: Class 15 contains 5973 members 
Mstep: Class 16 contains 901 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 3076 members 
Mstep: Class 20 contains 307009 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 2498 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 12760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92599888.000000 Penalty: 81048.273438
Iteration 42Q: 25 clusters Score -9.259989e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 1204 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 22016 members 
Mstep: Class 3 contains 98481 members 
Mstep: Class 4 contains 10578 members 
Mstep: Class 5 contains 21000 members 
Mstep: Class 6 contains 2450 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 13833 members 
Mstep: Class 10 contains 212432 members 
Mstep: Class 11 contains 12044 members 
Mstep: Class 12 contains 318 members 
Mstep: Class 13 contains 60313 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 6031 members 
Mstep: Class 16 contains 900 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 1804 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 306294 members 
Mstep: Class 21 contains 2097 members 
Mstep: Class 22 contains 2516 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 13824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92602320.000000 Penalty: 81048.273438
Iteration 43Q: 25 clusters Score -9.260232e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 1204 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 21848 members 
Mstep: Class 3 contains 97924 members 
Mstep: Class 4 contains 10800 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 6 contains 2450 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 13805 members 
Mstep: Class 10 contains 211459 members 
Mstep: Class 11 contains 11967 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 61128 members 
Mstep: Class 14 contains 474 members 
Mstep: Class 15 contains 6065 members 
Mstep: Class 16 contains 900 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 305705 members 
Mstep: Class 21 contains 2108 members 
Mstep: Class 22 contains 2534 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 14765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92603696.000000 Penalty: 81048.273438
Iteration 44Q: 25 clusters Score -9.26037e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 21664 members 
Mstep: Class 3 contains 97464 members 
Mstep: Class 4 contains 11057 members 
Mstep: Class 5 contains 20743 members 
Mstep: Class 6 contains 2445 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 3007 members 
Mstep: Class 9 contains 13780 members 
Mstep: Class 10 contains 210549 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 62014 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 15 contains 6087 members 
Mstep: Class 16 contains 900 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 1829 members 
Mstep: Class 19 contains 2942 members 
Mstep: Class 20 contains 304931 members 
Mstep: Class 21 contains 2116 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 15676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92605624.000000 Penalty: 81048.273438
Iteration 45Q: 25 clusters Score -9.260562e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 21462 members 
Mstep: Class 3 contains 97029 members 
Mstep: Class 4 contains 11281 members 
Mstep: Class 5 contains 20632 members 
Mstep: Class 6 contains 2442 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 13744 members 
Mstep: Class 10 contains 209720 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 62947 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 6100 members 
Mstep: Class 16 contains 900 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 19 contains 2889 members 
Mstep: Class 20 contains 304171 members 
Mstep: Class 21 contains 2114 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 16529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92606976.000000 Penalty: 81048.273438
Iteration 46Q: 25 clusters Score -9.260698e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 21284 members 
Mstep: Class 3 contains 96697 members 
Mstep: Class 4 contains 11505 members 
Mstep: Class 5 contains 20522 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 3359 members 
Mstep: Class 9 contains 13706 members 
Mstep: Class 10 contains 208813 members 
Mstep: Class 11 contains 11678 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 63857 members 
Mstep: Class 14 contains 496 members 
Mstep: Class 15 contains 6109 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 19 contains 2846 members 
Mstep: Class 20 contains 303395 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 17376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92608296.000000 Penalty: 81048.273438
Iteration 47Q: 25 clusters Score -9.26083e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 21071 members 
Mstep: Class 3 contains 96400 members 
Mstep: Class 4 contains 11740 members 
Mstep: Class 5 contains 20442 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 3508 members 
Mstep: Class 9 contains 13680 members 
Mstep: Class 10 contains 207970 members 
Mstep: Class 11 contains 11607 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 64738 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 6118 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 1834 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 302573 members 
Mstep: Class 21 contains 2107 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 18169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92610344.000000 Penalty: 81048.273438
Iteration 48Q: 25 clusters Score -9.261034e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 20850 members 
Mstep: Class 3 contains 96089 members 
Mstep: Class 4 contains 11940 members 
Mstep: Class 5 contains 20362 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 13641 members 
Mstep: Class 10 contains 207168 members 
Mstep: Class 11 contains 11517 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 65652 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 6129 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 1834 members 
Mstep: Class 19 contains 2785 members 
Mstep: Class 20 contains 301865 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 22 contains 2569 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 18890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92611408.000000 Penalty: 81048.273438
Iteration 49Q: 25 clusters Score -9.261141e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 20610 members 
Mstep: Class 3 contains 95789 members 
Mstep: Class 4 contains 12111 members 
Mstep: Class 5 contains 20274 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 3782 members 
Mstep: Class 9 contains 13617 members 
Mstep: Class 10 contains 206440 members 
Mstep: Class 11 contains 11419 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 66589 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 6140 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 301079 members 
Mstep: Class 21 contains 2110 members 
Mstep: Class 22 contains 2571 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 19633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92613088.000000 Penalty: 81048.273438
Iteration 50Q: 25 clusters Score -9.261309e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 20420 members 
Mstep: Class 3 contains 95466 members 
Mstep: Class 4 contains 12246 members 
Mstep: Class 5 contains 20195 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 13594 members 
Mstep: Class 10 contains 205706 members 
Mstep: Class 11 contains 11324 members 
Mstep: Class 12 contains 311 members 
Mstep: Class 13 contains 67522 members 
Mstep: Class 14 contains 511 members 
Mstep: Class 15 contains 6152 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 1834 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 300311 members 
Mstep: Class 21 contains 2107 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 20365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92614616.000000 Penalty: 81048.273438
Iteration 51Q: 25 clusters Score -9.261462e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 20212 members 
Mstep: Class 3 contains 95132 members 
Mstep: Class 4 contains 12363 members 
Mstep: Class 5 contains 20130 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 4051 members 
Mstep: Class 9 contains 13568 members 
Mstep: Class 10 contains 204953 members 
Mstep: Class 11 contains 11248 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 68470 members 
Mstep: Class 14 contains 517 members 
Mstep: Class 15 contains 6170 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 1834 members 
Mstep: Class 19 contains 2678 members 
Mstep: Class 20 contains 299609 members 
Mstep: Class 21 contains 2107 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 21076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92615992.000000 Penalty: 81048.273438
Iteration 52Q: 25 clusters Score -9.261599e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 20002 members 
Mstep: Class 3 contains 94813 members 
Mstep: Class 4 contains 12480 members 
Mstep: Class 5 contains 20081 members 
Mstep: Class 6 contains 2429 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 13541 members 
Mstep: Class 10 contains 204210 members 
Mstep: Class 11 contains 11152 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 69516 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 6171 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 1835 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 298840 members 
Mstep: Class 21 contains 2112 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 21760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92616952.000000 Penalty: 81048.273438
Iteration 53Q: 25 clusters Score -9.261695e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 19751 members 
Mstep: Class 3 contains 94495 members 
Mstep: Class 4 contains 12577 members 
Mstep: Class 5 contains 20021 members 
Mstep: Class 6 contains 2425 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 4254 members 
Mstep: Class 9 contains 13520 members 
Mstep: Class 10 contains 203491 members 
Mstep: Class 11 contains 11064 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 70545 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 6173 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 1837 members 
Mstep: Class 19 contains 2613 members 
Mstep: Class 20 contains 298187 members 
Mstep: Class 21 contains 2108 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 22413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92618176.000000 Penalty: 81048.273438
Iteration 54Q: 25 clusters Score -9.261818e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 19516 members 
Mstep: Class 3 contains 94230 members 
Mstep: Class 4 contains 12659 members 
Mstep: Class 5 contains 19963 members 
Mstep: Class 6 contains 2423 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 13504 members 
Mstep: Class 10 contains 202826 members 
Mstep: Class 11 contains 10992 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 71595 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 6177 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 302 members 
Mstep: Class 18 contains 1840 members 
Mstep: Class 19 contains 2564 members 
Mstep: Class 20 contains 297422 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 23046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92619368.000000 Penalty: 81048.273438
Iteration 55Q: 25 clusters Score -9.261937e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 19318 members 
Mstep: Class 3 contains 93994 members 
Mstep: Class 4 contains 12738 members 
Mstep: Class 5 contains 19908 members 
Mstep: Class 6 contains 2423 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 4435 members 
Mstep: Class 9 contains 13476 members 
Mstep: Class 10 contains 202060 members 
Mstep: Class 11 contains 10899 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 72582 members 
Mstep: Class 14 contains 521 members 
Mstep: Class 15 contains 6186 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 302 members 
Mstep: Class 18 contains 1840 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 296743 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 23707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92620600.000000 Penalty: 81048.273438
Iteration 56Q: 25 clusters Score -9.26206e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 19089 members 
Mstep: Class 3 contains 93779 members 
Mstep: Class 4 contains 12792 members 
Mstep: Class 5 contains 19861 members 
Mstep: Class 6 contains 2422 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 13459 members 
Mstep: Class 10 contains 201261 members 
Mstep: Class 11 contains 10806 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 73602 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 6189 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 302 members 
Mstep: Class 18 contains 1840 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 296163 members 
Mstep: Class 21 contains 2108 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 24304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92622000.000000 Penalty: 81048.273438
Iteration 57Q: 25 clusters Score -9.2622e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 18880 members 
Mstep: Class 3 contains 93547 members 
Mstep: Class 4 contains 12851 members 
Mstep: Class 5 contains 19801 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 4587 members 
Mstep: Class 9 contains 13439 members 
Mstep: Class 10 contains 200624 members 
Mstep: Class 11 contains 10746 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 74670 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 302 members 
Mstep: Class 18 contains 1841 members 
Mstep: Class 19 contains 2425 members 
Mstep: Class 20 contains 295448 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 24809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92622776.000000 Penalty: 81048.273438
Iteration 58Q: 25 clusters Score -9.262278e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 18663 members 
Mstep: Class 3 contains 93333 members 
Mstep: Class 4 contains 12893 members 
Mstep: Class 5 contains 19735 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 4629 members 
Mstep: Class 9 contains 13431 members 
Mstep: Class 10 contains 200089 members 
Mstep: Class 11 contains 10682 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 75741 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 302 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 2392 members 
Mstep: Class 20 contains 294681 members 
Mstep: Class 21 contains 2107 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 25290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92623728.000000 Penalty: 81048.273438
Iteration 59Q: 25 clusters Score -9.262373e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 18435 members 
Mstep: Class 3 contains 93133 members 
Mstep: Class 4 contains 12931 members 
Mstep: Class 5 contains 19689 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 4652 members 
Mstep: Class 9 contains 13428 members 
Mstep: Class 10 contains 199594 members 
Mstep: Class 11 contains 10624 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 76798 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 6236 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 303 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 293949 members 
Mstep: Class 21 contains 2105 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 25725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92624936.000000 Penalty: 81048.273438
Iteration 60F: 25 clusters Score -9.262494e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 1203 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 18209 members 
Mstep: Class 3 contains 92950 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 19646 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 13381 members 
Mstep: Class 10 contains 199034 members 
Mstep: Class 11 contains 10561 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 77859 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 6243 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 293222 members 
Mstep: Class 21 contains 2109 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 26136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92626104.000000 Penalty: 81048.273438
Iteration 61Q: 25 clusters Score -9.26261e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 18006 members 
Mstep: Class 3 contains 92756 members 
Mstep: Class 4 contains 12985 members 
Mstep: Class 5 contains 19607 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 4914 members 
Mstep: Class 9 contains 13334 members 
Mstep: Class 10 contains 198526 members 
Mstep: Class 11 contains 10489 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 78934 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 6248 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 19 contains 2266 members 
Mstep: Class 20 contains 292462 members 
Mstep: Class 21 contains 2117 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 26496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92627168.000000 Penalty: 81048.273438
Iteration 62Q: 25 clusters Score -9.262717e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 17822 members 
Mstep: Class 3 contains 92497 members 
Mstep: Class 4 contains 13003 members 
Mstep: Class 5 contains 19565 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 1076 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 13315 members 
Mstep: Class 10 contains 197995 members 
Mstep: Class 11 contains 10417 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 80001 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 19 contains 2232 members 
Mstep: Class 20 contains 291792 members 
Mstep: Class 21 contains 2110 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 26843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3347.436279 but Gain 3377.007812
Score: -92628368.000000 Penalty: 77671.265625
Iteration 63Q: 24 clusters Score -9.262837e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 17827 members 
Mstep: Class 3 contains 92292 members 
Mstep: Class 4 contains 13025 members 
Mstep: Class 5 contains 19520 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 1076 members 
Mstep: Class 8 contains 5116 members 
Mstep: Class 9 contains 13288 members 
Mstep: Class 10 contains 197500 members 
Mstep: Class 11 contains 10409 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 81682 members 
Mstep: Class 14 contains 551 members 
Mstep: Class 15 contains 6267 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 20 contains 291556 members 
Mstep: Class 21 contains 2092 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 27182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92631192.000000 Penalty: 77671.265625
Iteration 64Q: 24 clusters Score -9.263119e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 17631 members 
Mstep: Class 3 contains 92117 members 
Mstep: Class 4 contains 13026 members 
Mstep: Class 5 contains 19479 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 1076 members 
Mstep: Class 8 contains 5186 members 
Mstep: Class 9 contains 13282 members 
Mstep: Class 10 contains 197106 members 
Mstep: Class 11 contains 10299 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 83006 members 
Mstep: Class 14 contains 553 members 
Mstep: Class 15 contains 6281 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 20 contains 290478 members 
Mstep: Class 21 contains 2078 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 27488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92632800.000000 Penalty: 77671.265625
Iteration 65Q: 24 clusters Score -9.26328e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 17491 members 
Mstep: Class 3 contains 91938 members 
Mstep: Class 4 contains 13030 members 
Mstep: Class 5 contains 19434 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 1076 members 
Mstep: Class 8 contains 5246 members 
Mstep: Class 9 contains 13280 members 
Mstep: Class 10 contains 196715 members 
Mstep: Class 11 contains 10223 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 84224 members 
Mstep: Class 14 contains 555 members 
Mstep: Class 15 contains 6293 members 
Mstep: Class 16 contains 904 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 20 contains 289506 members 
Mstep: Class 21 contains 2054 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 27756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92634064.000000 Penalty: 77671.265625
Iteration 66Q: 24 clusters Score -9.263406e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 17336 members 
Mstep: Class 3 contains 91762 members 
Mstep: Class 4 contains 13018 members 
Mstep: Class 5 contains 19387 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 1076 members 
Mstep: Class 8 contains 5293 members 
Mstep: Class 9 contains 13282 members 
Mstep: Class 10 contains 196252 members 
Mstep: Class 11 contains 10169 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 85512 members 
Mstep: Class 14 contains 556 members 
Mstep: Class 15 contains 6309 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 20 contains 288617 members 
Mstep: Class 21 contains 2031 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 27971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92634744.000000 Penalty: 77671.265625
Iteration 67Q: 24 clusters Score -9.263474e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 17172 members 
Mstep: Class 3 contains 91566 members 
Mstep: Class 4 contains 13004 members 
Mstep: Class 5 contains 19348 members 
Mstep: Class 6 contains 2417 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 5334 members 
Mstep: Class 9 contains 13268 members 
Mstep: Class 10 contains 195749 members 
Mstep: Class 11 contains 10106 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 86876 members 
Mstep: Class 14 contains 558 members 
Mstep: Class 15 contains 6318 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 18 contains 1851 members 
Mstep: Class 20 contains 287797 members 
Mstep: Class 21 contains 2020 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 28172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92635560.000000 Penalty: 77671.265625
Iteration 68Q: 24 clusters Score -9.263556e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 16980 members 
Mstep: Class 3 contains 91381 members 
Mstep: Class 4 contains 12992 members 
Mstep: Class 5 contains 19297 members 
Mstep: Class 6 contains 2415 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 5368 members 
Mstep: Class 9 contains 13235 members 
Mstep: Class 10 contains 195232 members 
Mstep: Class 11 contains 10058 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 88386 members 
Mstep: Class 14 contains 561 members 
Mstep: Class 15 contains 6318 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 20 contains 286908 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 28358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92636512.000000 Penalty: 77671.265625
Iteration 69Q: 24 clusters Score -9.263651e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 16760 members 
Mstep: Class 3 contains 91168 members 
Mstep: Class 4 contains 12967 members 
Mstep: Class 5 contains 19239 members 
Mstep: Class 6 contains 2412 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 5399 members 
Mstep: Class 9 contains 13212 members 
Mstep: Class 10 contains 194786 members 
Mstep: Class 11 contains 10002 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 89968 members 
Mstep: Class 14 contains 563 members 
Mstep: Class 15 contains 6314 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 18 contains 1854 members 
Mstep: Class 20 contains 285954 members 
Mstep: Class 21 contains 2015 members 
Mstep: Class 22 contains 2573 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 28549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92636904.000000 Penalty: 77671.265625
Iteration 70Q: 24 clusters Score -9.26369e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 16549 members 
Mstep: Class 3 contains 90962 members 
Mstep: Class 4 contains 12938 members 
Mstep: Class 5 contains 19183 members 
Mstep: Class 6 contains 2411 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 13189 members 
Mstep: Class 10 contains 194441 members 
Mstep: Class 11 contains 9940 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 91556 members 
Mstep: Class 14 contains 564 members 
Mstep: Class 15 contains 6312 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 20 contains 284884 members 
Mstep: Class 21 contains 2012 members 
Mstep: Class 22 contains 2573 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 28726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92637600.000000 Penalty: 77671.265625
Iteration 71Q: 24 clusters Score -9.26376e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 16352 members 
Mstep: Class 3 contains 90775 members 
Mstep: Class 4 contains 12896 members 
Mstep: Class 5 contains 19139 members 
Mstep: Class 6 contains 2411 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 5475 members 
Mstep: Class 9 contains 13178 members 
Mstep: Class 10 contains 194176 members 
Mstep: Class 11 contains 9873 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 93200 members 
Mstep: Class 14 contains 564 members 
Mstep: Class 15 contains 6318 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 20 contains 283658 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 2568 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 28890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92638128.000000 Penalty: 77671.265625
Iteration 72Q: 24 clusters Score -9.263813e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 16155 members 
Mstep: Class 3 contains 90623 members 
Mstep: Class 4 contains 12859 members 
Mstep: Class 5 contains 19089 members 
Mstep: Class 6 contains 2411 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 13172 members 
Mstep: Class 10 contains 194004 members 
Mstep: Class 11 contains 9810 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 94894 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 6316 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 20 contains 282296 members 
Mstep: Class 21 contains 2008 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 29024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92638576.000000 Penalty: 77671.265625
Iteration 73Q: 24 clusters Score -9.263858e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 15989 members 
Mstep: Class 3 contains 90473 members 
Mstep: Class 4 contains 12815 members 
Mstep: Class 5 contains 19047 members 
Mstep: Class 6 contains 2410 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 5522 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 193919 members 
Mstep: Class 11 contains 9777 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 96669 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 6312 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 20 contains 280745 members 
Mstep: Class 21 contains 2008 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 29140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92638976.000000 Penalty: 77671.265625
Iteration 74Q: 24 clusters Score -9.263898e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 15820 members 
Mstep: Class 3 contains 90335 members 
Mstep: Class 4 contains 12780 members 
Mstep: Class 5 contains 19002 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 5529 members 
Mstep: Class 9 contains 13147 members 
Mstep: Class 10 contains 193812 members 
Mstep: Class 11 contains 9716 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 98581 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 6312 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 20 contains 279085 members 
Mstep: Class 21 contains 2007 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 29275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92639176.000000 Penalty: 77671.265625
Iteration 75Q: 24 clusters Score -9.263918e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 15653 members 
Mstep: Class 3 contains 90230 members 
Mstep: Class 4 contains 12736 members 
Mstep: Class 5 contains 18954 members 
Mstep: Class 6 contains 2408 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 5542 members 
Mstep: Class 9 contains 13136 members 
Mstep: Class 10 contains 193791 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 100584 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 6315 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 309 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 20 contains 277195 members 
Mstep: Class 21 contains 2003 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 29409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92639648.000000 Penalty: 77671.265625
Iteration 76Q: 24 clusters Score -9.263965e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 15498 members 
Mstep: Class 3 contains 90183 members 
Mstep: Class 4 contains 12711 members 
Mstep: Class 5 contains 18921 members 
Mstep: Class 6 contains 2406 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 5552 members 
Mstep: Class 9 contains 13130 members 
Mstep: Class 10 contains 193835 members 
Mstep: Class 11 contains 9608 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 102535 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 6316 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 309 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 20 contains 275152 members 
Mstep: Class 21 contains 1997 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 29549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92640336.000000 Penalty: 77671.265625
Iteration 77Q: 24 clusters Score -9.264034e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 15356 members 
Mstep: Class 3 contains 90159 members 
Mstep: Class 4 contains 12678 members 
Mstep: Class 5 contains 18887 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 5572 members 
Mstep: Class 9 contains 13119 members 
Mstep: Class 10 contains 194033 members 
Mstep: Class 11 contains 9545 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 104651 members 
Mstep: Class 14 contains 566 members 
Mstep: Class 15 contains 6321 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1860 members 
Mstep: Class 20 contains 272798 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 2562 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 29668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92640336.000000 Penalty: 77671.265625
Iteration 78Q: 24 clusters Score -9.264034e+07 nChanged 4811
Entering ConstructFrom: 
Score: -92640336.000000 Penalty: 77671.265625
Entering ConstructFrom: 
Trying to split cluster 1 (33551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Entering Unmasked Estep 
Score: -3741393.500000 Penalty: 2584.363770
	Iteration 0F: 2 clusters Score -3741394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3718518.750000 Penalty: 5168.727539
	Iteration 0F: 3 clusters Score -3718519 nChanged 15278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3726998.000000 Penalty: 5168.727539
	Iteration 1F: 3 clusters Score -3726998 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3728217.750000 Penalty: 5168.727539
	Iteration 2F: 3 clusters Score -3728218 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3729990.000000 Penalty: 5168.727539
	Iteration 3F: 3 clusters Score -3729990 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3732206.250000 Penalty: 5168.727539
	Iteration 4F: 3 clusters Score -3732206 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -3734684.250000 Penalty: 5168.727539
	Iteration 5F: 3 clusters Score -3734684 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -3736901.000000 Penalty: 5168.727539
	Iteration 6F: 3 clusters Score -3736901 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -3738163.750000 Penalty: 5168.727539
	Iteration 7F: 3 clusters Score -3738164 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3738743.500000 Penalty: 5168.727539
	Iteration 8Q: 3 clusters Score -3738744 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -3739051.750000 Penalty: 5168.727539
	Iteration 9Q: 3 clusters Score -3739052 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3739269.000000 Penalty: 5168.727539
	Iteration 10Q: 3 clusters Score -3739269 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3739470.000000 Penalty: 5168.727539
	Iteration 11Q: 3 clusters Score -3739470 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3739668.250000 Penalty: 5168.727539
	Iteration 12Q: 3 clusters Score -3739668 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3739902.250000 Penalty: 5168.727539
	Iteration 13Q: 3 clusters Score -3739902 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3740168.750000 Penalty: 5168.727539
	Iteration 14Q: 3 clusters Score -3740169 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3740430.500000 Penalty: 5168.727539
	Iteration 15Q: 3 clusters Score -3740430 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3740710.500000 Penalty: 5168.727539
	Iteration 16Q: 3 clusters Score -3740710 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3740981.750000 Penalty: 5168.727539
	Iteration 17Q: 3 clusters Score -3740982 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3741235.750000 Penalty: 5168.727539
	Iteration 18Q: 3 clusters Score -3741236 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3741416.750000 Penalty: 5168.727539
	Iteration 19Q: 3 clusters Score -3741417 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3741533.750000 Penalty: 5168.727539
	Iteration 20F: 3 clusters Score -3741534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3741567.750000 Penalty: 5168.727539
	Iteration 21Q: 3 clusters Score -3741568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3741582.750000 Penalty: 5168.727539
	Iteration 22Q: 3 clusters Score -3741583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3741590.250000 Penalty: 5168.727539
	Iteration 23Q: 3 clusters Score -3741590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3741594.500000 Penalty: 5168.727539
	Iteration 24Q: 3 clusters Score -3741594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3741593.000000 Penalty: 5168.727539
	Iteration 25Q: 3 clusters Score -3741593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3741599.000000 Penalty: 5168.727539
	Iteration 26Q: 3 clusters Score -3741599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3741599.500000 Penalty: 5168.727539
	Iteration 27Q: 3 clusters Score -3741600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3741593.250000 Penalty: 5168.727539
	Iteration 28Q: 3 clusters Score -3741593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3741597.250000 Penalty: 5168.727539
	Iteration 29Q: 3 clusters Score -3741597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3741595.000000 Penalty: 5168.727539
	Iteration 30Q: 3 clusters Score -3741595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3741598.000000 Penalty: 5168.727539
	Iteration 31Q: 3 clusters Score -3741598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3741597.250000 Penalty: 5168.727539
	Iteration 32Q: 3 clusters Score -3741597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3741595.750000 Penalty: 5168.727539
	Iteration 33Q: 3 clusters Score -3741596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3741598.000000 Penalty: 5168.727539
	Iteration 34Q: 3 clusters Score -3741598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3741602.000000 Penalty: 5168.727539
	Iteration 35Q: 3 clusters Score -3741602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3741602.000000 Penalty: 5168.727539
	Iteration 36F: 3 clusters Score -3741602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 15214 members 
Mstep: Class 3 contains 90133 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 18851 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 5578 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 194288 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 106859 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 270299 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 29783 members 
Entering Unmasked Estep 
Score: -92639896.000000 Penalty: 81048.273438
Splitting cluster 1 changes total score from -92640336.000000 to -92639896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Entering Unmasked Estep 
Score: -1752971.375000 Penalty: 2388.232910
	Iteration 0F: 2 clusters Score -1752971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1742040.625000 Penalty: 4776.465820
	Iteration 0F: 3 clusters Score -1742041 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1745662.250000 Penalty: 4776.465820
	Iteration 1F: 3 clusters Score -1745662 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1746220.125000 Penalty: 4776.465820
	Iteration 2F: 3 clusters Score -1746220 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1746668.375000 Penalty: 4776.465820
	Iteration 3F: 3 clusters Score -1746668 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1747109.125000 Penalty: 4776.465820
	Iteration 4F: 3 clusters Score -1747109 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1747663.500000 Penalty: 4776.465820
	Iteration 5F: 3 clusters Score -1747664 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1748380.250000 Penalty: 4776.465820
	Iteration 6F: 3 clusters Score -1748380 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1749271.125000 Penalty: 4776.465820
	Iteration 7F: 3 clusters Score -1749271 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1750210.375000 Penalty: 4776.465820
	Iteration 8F: 3 clusters Score -1750210 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1750962.250000 Penalty: 4776.465820
	Iteration 9Q: 3 clusters Score -1750962 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1751395.000000 Penalty: 4776.465820
	Iteration 10Q: 3 clusters Score -1751395 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1751603.125000 Penalty: 4776.465820
	Iteration 11Q: 3 clusters Score -1751603 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1751706.625000 Penalty: 4776.465820
	Iteration 12Q: 3 clusters Score -1751707 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1751759.750000 Penalty: 4776.465820
	Iteration 13Q: 3 clusters Score -1751760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1751798.000000 Penalty: 4776.465820
	Iteration 14Q: 3 clusters Score -1751798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1751826.750000 Penalty: 4776.465820
	Iteration 15Q: 3 clusters Score -1751827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1751847.125000 Penalty: 4776.465820
	Iteration 16Q: 3 clusters Score -1751847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1751862.750000 Penalty: 4776.465820
	Iteration 17Q: 3 clusters Score -1751863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1751874.125000 Penalty: 4776.465820
	Iteration 18Q: 3 clusters Score -1751874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1751886.125000 Penalty: 4776.465820
	Iteration 19Q: 3 clusters Score -1751886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1751899.125000 Penalty: 4776.465820
	Iteration 20F: 3 clusters Score -1751899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1751904.625000 Penalty: 4776.465820
	Iteration 21Q: 3 clusters Score -1751905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1751905.250000 Penalty: 4776.465820
	Iteration 22Q: 3 clusters Score -1751905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1751908.625000 Penalty: 4776.465820
	Iteration 23Q: 3 clusters Score -1751909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1751910.625000 Penalty: 4776.465820
	Iteration 24Q: 3 clusters Score -1751911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1751910.625000 Penalty: 4776.465820
	Iteration 25Q: 3 clusters Score -1751911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1751916.500000 Penalty: 4776.465820
	Iteration 26Q: 3 clusters Score -1751916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1751916.750000 Penalty: 4776.465820
	Iteration 27Q: 3 clusters Score -1751917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1751915.500000 Penalty: 4776.465820
	Iteration 28Q: 3 clusters Score -1751916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1751921.625000 Penalty: 4776.465820
	Iteration 29Q: 3 clusters Score -1751922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1751919.875000 Penalty: 4776.465820
	Iteration 30Q: 3 clusters Score -1751920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1751920.625000 Penalty: 4776.465820
	Iteration 31Q: 3 clusters Score -1751921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1751921.750000 Penalty: 4776.465820
	Iteration 32Q: 3 clusters Score -1751922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1751921.750000 Penalty: 4776.465820
	Iteration 33F: 3 clusters Score -1751922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Entering Unmasked Estep 
Score: -10420589.000000 Penalty: 2829.442383
	Iteration 0F: 2 clusters Score -1.042059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -10360244.000000 Penalty: 5658.884766
	Iteration 0F: 3 clusters Score -1.036024e+07 nChanged 42429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -10385187.000000 Penalty: 5658.884766
	Iteration 1F: 3 clusters Score -1.038519e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -10386908.000000 Penalty: 5658.884766
	Iteration 2Q: 3 clusters Score -1.038691e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -10390087.000000 Penalty: 5658.884766
	Iteration 3F: 3 clusters Score -1.039009e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 62544 members 
Entering Unmasked Estep 
Score: -10395064.000000 Penalty: 5658.884766
	Iteration 4F: 3 clusters Score -1.039506e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -10401663.000000 Penalty: 5658.884766
	Iteration 5F: 3 clusters Score -1.040166e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -10408668.000000 Penalty: 5658.884766
	Iteration 6F: 3 clusters Score -1.040867e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 76852 members 
Entering Unmasked Estep 
Score: -10415530.000000 Penalty: 5658.884766
	Iteration 7F: 3 clusters Score -1.041553e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 77422 members 
Entering Unmasked Estep 
Score: -10421377.000000 Penalty: 5658.884766
	Iteration 8Q: 3 clusters Score -1.042138e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 76903 members 
Entering Unmasked Estep 
Score: -10423891.000000 Penalty: 5658.884766
	Iteration 9Q: 3 clusters Score -1.042389e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -10424884.000000 Penalty: 5658.884766
	Iteration 10Q: 3 clusters Score -1.042488e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -10425432.000000 Penalty: 5658.884766
	Iteration 11Q: 3 clusters Score -1.042543e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 75042 members 
Entering Unmasked Estep 
Score: -10425688.000000 Penalty: 5658.884766
	Iteration 12Q: 3 clusters Score -1.042569e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -10425953.000000 Penalty: 5658.884766
	Iteration 13Q: 3 clusters Score -1.042595e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 73993 members 
Entering Unmasked Estep 
Score: -10426043.000000 Penalty: 5658.884766
	Iteration 14Q: 3 clusters Score -1.042604e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 73533 members 
Entering Unmasked Estep 
Score: -10426154.000000 Penalty: 5658.884766
	Iteration 15Q: 3 clusters Score -1.042615e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -10426220.000000 Penalty: 5658.884766
	Iteration 16Q: 3 clusters Score -1.042622e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 72777 members 
Entering Unmasked Estep 
Score: -10426271.000000 Penalty: 5658.884766
	Iteration 17Q: 3 clusters Score -1.042627e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 72457 members 
Entering Unmasked Estep 
Score: -10426298.000000 Penalty: 5658.884766
	Iteration 18Q: 3 clusters Score -1.04263e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -10426336.000000 Penalty: 5658.884766
	Iteration 19Q: 3 clusters Score -1.042634e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -10426378.000000 Penalty: 5658.884766
	Iteration 20F: 3 clusters Score -1.042638e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -10426383.000000 Penalty: 5658.884766
	Iteration 21Q: 3 clusters Score -1.042638e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -10426409.000000 Penalty: 5658.884766
	Iteration 22Q: 3 clusters Score -1.042641e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 71357 members 
Entering Unmasked Estep 
Score: -10426433.000000 Penalty: 5658.884766
	Iteration 23Q: 3 clusters Score -1.042643e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 71217 members 
Entering Unmasked Estep 
Score: -10426425.000000 Penalty: 5658.884766
	Iteration 24Q: 3 clusters Score -1.042642e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 71068 members 
Entering Unmasked Estep 
Score: -10426433.000000 Penalty: 5658.884766
	Iteration 25Q: 3 clusters Score -1.042643e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 70933 members 
Entering Unmasked Estep 
Score: -10426422.000000 Penalty: 5658.884766
	Iteration 26Q: 3 clusters Score -1.042642e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -10426425.000000 Penalty: 5658.884766
	Iteration 27Q: 3 clusters Score -1.042642e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -10426429.000000 Penalty: 5658.884766
	Iteration 28Q: 3 clusters Score -1.042643e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -10426450.000000 Penalty: 5658.884766
	Iteration 29Q: 3 clusters Score -1.042645e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 70585 members 
Entering Unmasked Estep 
Score: -10426475.000000 Penalty: 5658.884766
	Iteration 30Q: 3 clusters Score -1.042648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -10426485.000000 Penalty: 5658.884766
	Iteration 31Q: 3 clusters Score -1.042648e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -10426481.000000 Penalty: 5658.884766
	Iteration 32Q: 3 clusters Score -1.042648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -10426476.000000 Penalty: 5658.884766
	Iteration 33Q: 3 clusters Score -1.042648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -10426475.000000 Penalty: 5658.884766
	Iteration 34Q: 3 clusters Score -1.042648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -10426478.000000 Penalty: 5658.884766
	Iteration 35Q: 3 clusters Score -1.042648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
Score: -10426460.000000 Penalty: 5658.884766
	Iteration 36Q: 3 clusters Score -1.042646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 70450 members 
Entering Unmasked Estep 
Score: -10426486.000000 Penalty: 5658.884766
	Iteration 37Q: 3 clusters Score -1.042649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -10426488.000000 Penalty: 5658.884766
	Iteration 38Q: 3 clusters Score -1.042649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
Score: -10426488.000000 Penalty: 5658.884766
	Iteration 39Q: 3 clusters Score -1.042649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -10426492.000000 Penalty: 5658.884766
	Iteration 40F: 3 clusters Score -1.042649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -10426497.000000 Penalty: 5658.884766
	Iteration 41Q: 3 clusters Score -1.04265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 70416 members 
Entering Unmasked Estep 
Score: -10426492.000000 Penalty: 5658.884766
	Iteration 42Q: 3 clusters Score -1.042649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -10426495.000000 Penalty: 5658.884766
	Iteration 43Q: 3 clusters Score -1.04265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -10426498.000000 Penalty: 5658.884766
	Iteration 44Q: 3 clusters Score -1.04265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 70410 members 
Entering Unmasked Estep 
Score: -10426491.000000 Penalty: 5658.884766
	Iteration 45Q: 3 clusters Score -1.042649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -10426491.000000 Penalty: 5658.884766
	Iteration 46Q: 3 clusters Score -1.042649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -10426496.000000 Penalty: 5658.884766
	Iteration 47Q: 3 clusters Score -1.04265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 70406 members 
Entering Unmasked Estep 
Score: -10426497.000000 Penalty: 5658.884766
	Iteration 48Q: 3 clusters Score -1.04265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 70405 members 
Entering Unmasked Estep 
Score: -10426499.000000 Penalty: 5658.884766
	Iteration 49Q: 3 clusters Score -1.04265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 70405 members 
Entering Unmasked Estep 
Score: -10426499.000000 Penalty: 5658.884766
	Iteration 50F: 3 clusters Score -1.04265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 15214 members 
Mstep: Class 3 contains 19728 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 18851 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 5578 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 194288 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 106859 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 70405 members 
Mstep: Class 20 contains 270299 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 29783 members 
Entering Unmasked Estep 
Score: -92645728.000000 Penalty: 81048.273438
Splitting cluster 3 changes total score from -92640336.000000 to -92645728.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 4 (12664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Entering Unmasked Estep 
Score: -1514202.750000 Penalty: 2342.736572
	Iteration 0F: 2 clusters Score -1514203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1504791.875000 Penalty: 4685.473145
	Iteration 0F: 3 clusters Score -1504792 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1507757.625000 Penalty: 4685.473145
	Iteration 1F: 3 clusters Score -1507758 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1508105.250000 Penalty: 4685.473145
	Iteration 2F: 3 clusters Score -1508105 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1508439.250000 Penalty: 4685.473145
	Iteration 3F: 3 clusters Score -1508439 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1508765.875000 Penalty: 4685.473145
	Iteration 4F: 3 clusters Score -1508766 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1509102.500000 Penalty: 4685.473145
	Iteration 5Q: 3 clusters Score -1509102 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1509484.375000 Penalty: 4685.473145
	Iteration 6F: 3 clusters Score -1509484 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1509900.750000 Penalty: 4685.473145
	Iteration 7F: 3 clusters Score -1509901 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1510332.250000 Penalty: 4685.473145
	Iteration 8Q: 3 clusters Score -1510332 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1510734.000000 Penalty: 4685.473145
	Iteration 9Q: 3 clusters Score -1510734 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1511088.000000 Penalty: 4685.473145
	Iteration 10Q: 3 clusters Score -1511088 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1511386.750000 Penalty: 4685.473145
	Iteration 11Q: 3 clusters Score -1511387 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1511652.000000 Penalty: 4685.473145
	Iteration 12Q: 3 clusters Score -1511652 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1511838.500000 Penalty: 4685.473145
	Iteration 13Q: 3 clusters Score -1511838 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1511965.750000 Penalty: 4685.473145
	Iteration 14Q: 3 clusters Score -1511966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1512049.375000 Penalty: 4685.473145
	Iteration 15Q: 3 clusters Score -1512049 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1512106.125000 Penalty: 4685.473145
	Iteration 16Q: 3 clusters Score -1512106 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1512130.375000 Penalty: 4685.473145
	Iteration 17Q: 3 clusters Score -1512130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1512151.125000 Penalty: 4685.473145
	Iteration 18Q: 3 clusters Score -1512151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1512160.375000 Penalty: 4685.473145
	Iteration 19Q: 3 clusters Score -1512160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1512170.125000 Penalty: 4685.473145
	Iteration 20F: 3 clusters Score -1512170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1512177.500000 Penalty: 4685.473145
	Iteration 21Q: 3 clusters Score -1512178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1512179.750000 Penalty: 4685.473145
	Iteration 22Q: 3 clusters Score -1512180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1512180.125000 Penalty: 4685.473145
	Iteration 23Q: 3 clusters Score -1512180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1512181.750000 Penalty: 4685.473145
	Iteration 24Q: 3 clusters Score -1512182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1512185.875000 Penalty: 4685.473145
	Iteration 25Q: 3 clusters Score -1512186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1512194.125000 Penalty: 4685.473145
	Iteration 26Q: 3 clusters Score -1512194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1512200.000000 Penalty: 4685.473145
	Iteration 27Q: 3 clusters Score -1512200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1512202.375000 Penalty: 4685.473145
	Iteration 28Q: 3 clusters Score -1512202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1512203.750000 Penalty: 4685.473145
	Iteration 29Q: 3 clusters Score -1512204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1512211.750000 Penalty: 4685.473145
	Iteration 30Q: 3 clusters Score -1512212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1512224.500000 Penalty: 4685.473145
	Iteration 31Q: 3 clusters Score -1512224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1512231.125000 Penalty: 4685.473145
	Iteration 32Q: 3 clusters Score -1512231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1512237.250000 Penalty: 4685.473145
	Iteration 33Q: 3 clusters Score -1512237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1512241.000000 Penalty: 4685.473145
	Iteration 34Q: 3 clusters Score -1512241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1512243.625000 Penalty: 4685.473145
	Iteration 35Q: 3 clusters Score -1512244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1512243.625000 Penalty: 4685.473145
	Iteration 36Q: 3 clusters Score -1512244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1512246.000000 Penalty: 4685.473145
	Iteration 37Q: 3 clusters Score -1512246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1512247.875000 Penalty: 4685.473145
	Iteration 38Q: 3 clusters Score -1512248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1512247.500000 Penalty: 4685.473145
	Iteration 39Q: 3 clusters Score -1512248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1512248.000000 Penalty: 4685.473145
	Iteration 40F: 3 clusters Score -1512248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1512252.000000 Penalty: 4685.473145
	Iteration 41Q: 3 clusters Score -1512252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1512253.875000 Penalty: 4685.473145
	Iteration 42Q: 3 clusters Score -1512254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1512251.125000 Penalty: 4685.473145
	Iteration 43Q: 3 clusters Score -1512251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1512255.250000 Penalty: 4685.473145
	Iteration 44Q: 3 clusters Score -1512255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1512257.875000 Penalty: 4685.473145
	Iteration 45Q: 3 clusters Score -1512258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1512257.000000 Penalty: 4685.473145
	Iteration 46Q: 3 clusters Score -1512257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1512256.500000 Penalty: 4685.473145
	Iteration 47Q: 3 clusters Score -1512256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1512255.500000 Penalty: 4685.473145
	Iteration 48Q: 3 clusters Score -1512256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1512259.125000 Penalty: 4685.473145
	Iteration 49Q: 3 clusters Score -1512259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1512263.000000 Penalty: 4685.473145
	Iteration 50Q: 3 clusters Score -1512263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1512269.875000 Penalty: 4685.473145
	Iteration 51Q: 3 clusters Score -1512270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1512271.000000 Penalty: 4685.473145
	Iteration 52Q: 3 clusters Score -1512271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1512273.125000 Penalty: 4685.473145
	Iteration 53Q: 3 clusters Score -1512273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1512279.250000 Penalty: 4685.473145
	Iteration 54Q: 3 clusters Score -1512279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1512284.625000 Penalty: 4685.473145
	Iteration 55Q: 3 clusters Score -1512285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1512283.625000 Penalty: 4685.473145
	Iteration 56Q: 3 clusters Score -1512284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1512283.625000 Penalty: 4685.473145
	Iteration 57F: 3 clusters Score -1512284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Entering Unmasked Estep 
Score: -2211946.500000 Penalty: 2441.391602
	Iteration 0F: 2 clusters Score -2211946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2198594.500000 Penalty: 4882.783203
	Iteration 0F: 3 clusters Score -2198594 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2202990.250000 Penalty: 4882.783203
	Iteration 1F: 3 clusters Score -2202990 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2203365.500000 Penalty: 4882.783203
	Iteration 2F: 3 clusters Score -2203366 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2203743.500000 Penalty: 4882.783203
	Iteration 3Q: 3 clusters Score -2203744 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2204112.000000 Penalty: 4882.783203
	Iteration 4Q: 3 clusters Score -2204112 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2204578.250000 Penalty: 4882.783203
	Iteration 5Q: 3 clusters Score -2204578 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2205138.250000 Penalty: 4882.783203
	Iteration 6Q: 3 clusters Score -2205138 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2205822.250000 Penalty: 4882.783203
	Iteration 7Q: 3 clusters Score -2205822 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2206493.250000 Penalty: 4882.783203
	Iteration 8Q: 3 clusters Score -2206493 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2207179.500000 Penalty: 4882.783203
	Iteration 9Q: 3 clusters Score -2207180 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2207824.250000 Penalty: 4882.783203
	Iteration 10Q: 3 clusters Score -2207824 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2208367.000000 Penalty: 4882.783203
	Iteration 11Q: 3 clusters Score -2208367 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2208854.250000 Penalty: 4882.783203
	Iteration 12Q: 3 clusters Score -2208854 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2209261.250000 Penalty: 4882.783203
	Iteration 13Q: 3 clusters Score -2209261 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2209529.000000 Penalty: 4882.783203
	Iteration 14Q: 3 clusters Score -2209529 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2209716.000000 Penalty: 4882.783203
	Iteration 15Q: 3 clusters Score -2209716 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2209878.500000 Penalty: 4882.783203
	Iteration 16Q: 3 clusters Score -2209878 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2209983.250000 Penalty: 4882.783203
	Iteration 17Q: 3 clusters Score -2209983 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2210068.500000 Penalty: 4882.783203
	Iteration 18Q: 3 clusters Score -2210068 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2210138.250000 Penalty: 4882.783203
	Iteration 19Q: 3 clusters Score -2210138 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2210176.750000 Penalty: 4882.783203
	Iteration 20F: 3 clusters Score -2210177 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2210207.000000 Penalty: 4882.783203
	Iteration 21Q: 3 clusters Score -2210207 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2210236.500000 Penalty: 4882.783203
	Iteration 22Q: 3 clusters Score -2210236 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2210265.250000 Penalty: 4882.783203
	Iteration 23Q: 3 clusters Score -2210265 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2210284.500000 Penalty: 4882.783203
	Iteration 24Q: 3 clusters Score -2210284 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2210302.250000 Penalty: 4882.783203
	Iteration 25Q: 3 clusters Score -2210302 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2210317.250000 Penalty: 4882.783203
	Iteration 26Q: 3 clusters Score -2210317 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2210326.750000 Penalty: 4882.783203
	Iteration 27Q: 3 clusters Score -2210327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2210341.250000 Penalty: 4882.783203
	Iteration 28Q: 3 clusters Score -2210341 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2210351.750000 Penalty: 4882.783203
	Iteration 29Q: 3 clusters Score -2210352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2210359.000000 Penalty: 4882.783203
	Iteration 30Q: 3 clusters Score -2210359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2210364.000000 Penalty: 4882.783203
	Iteration 31Q: 3 clusters Score -2210364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2210370.000000 Penalty: 4882.783203
	Iteration 32Q: 3 clusters Score -2210370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2210365.750000 Penalty: 4882.783203
	Iteration 33Q: 3 clusters Score -2210366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2210369.500000 Penalty: 4882.783203
	Iteration 34Q: 3 clusters Score -2210370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2210365.250000 Penalty: 4882.783203
	Iteration 35Q: 3 clusters Score -2210365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2210369.000000 Penalty: 4882.783203
	Iteration 36Q: 3 clusters Score -2210369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2210372.250000 Penalty: 4882.783203
	Iteration 37Q: 3 clusters Score -2210372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2210367.000000 Penalty: 4882.783203
	Iteration 38Q: 3 clusters Score -2210367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2210370.750000 Penalty: 4882.783203
	Iteration 39Q: 3 clusters Score -2210371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2210372.500000 Penalty: 4882.783203
	Iteration 40F: 3 clusters Score -2210372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2210375.500000 Penalty: 4882.783203
	Iteration 41Q: 3 clusters Score -2210376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2210374.500000 Penalty: 4882.783203
	Iteration 42Q: 3 clusters Score -2210374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2210371.500000 Penalty: 4882.783203
	Iteration 43Q: 3 clusters Score -2210372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2210371.500000 Penalty: 4882.783203
	Iteration 44F: 3 clusters Score -2210372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -278297.625000 Penalty: 1930.136230
	Iteration 0F: 2 clusters Score -278297.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -275359.031250 Penalty: 3860.272461
	Iteration 0F: 3 clusters Score -275359 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -275932.718750 Penalty: 3860.272461
	Iteration 1F: 3 clusters Score -275932.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -276116.937500 Penalty: 3860.272461
	Iteration 2F: 3 clusters Score -276116.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -276203.562500 Penalty: 3860.272461
	Iteration 3F: 3 clusters Score -276203.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -276253.625000 Penalty: 3860.272461
	Iteration 4Q: 3 clusters Score -276253.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -276285.781250 Penalty: 3860.272461
	Iteration 5Q: 3 clusters Score -276285.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -276314.031250 Penalty: 3860.272461
	Iteration 6Q: 3 clusters Score -276314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -276326.281250 Penalty: 3860.272461
	Iteration 7Q: 3 clusters Score -276326.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -276334.625000 Penalty: 3860.272461
	Iteration 8Q: 3 clusters Score -276334.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -276344.343750 Penalty: 3860.272461
	Iteration 9Q: 3 clusters Score -276344.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -276351.156250 Penalty: 3860.272461
	Iteration 10Q: 3 clusters Score -276351.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -276357.156250 Penalty: 3860.272461
	Iteration 11Q: 3 clusters Score -276357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -276362.343750 Penalty: 3860.272461
	Iteration 12Q: 3 clusters Score -276362.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -276367.843750 Penalty: 3860.272461
	Iteration 13Q: 3 clusters Score -276367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -276369.468750 Penalty: 3860.272461
	Iteration 14Q: 3 clusters Score -276369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -276370.593750 Penalty: 3860.272461
	Iteration 15Q: 3 clusters Score -276370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -276371.250000 Penalty: 3860.272461
	Iteration 16Q: 3 clusters Score -276371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -276372.468750 Penalty: 3860.272461
	Iteration 17Q: 3 clusters Score -276372.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -276375.062500 Penalty: 3860.272461
	Iteration 18Q: 3 clusters Score -276375.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -276376.250000 Penalty: 3860.272461
	Iteration 19Q: 3 clusters Score -276376.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -276378.968750 Penalty: 3860.272461
	Iteration 20F: 3 clusters Score -276379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -276382.437500 Penalty: 3860.272461
	Iteration 21Q: 3 clusters Score -276382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -276384.156250 Penalty: 3860.272461
	Iteration 22Q: 3 clusters Score -276384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -276385.968750 Penalty: 3860.272461
	Iteration 23Q: 3 clusters Score -276386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -276387.000000 Penalty: 3860.272461
	Iteration 24Q: 3 clusters Score -276387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -276387.625000 Penalty: 3860.272461
	Iteration 25Q: 3 clusters Score -276387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -276388.656250 Penalty: 3860.272461
	Iteration 26Q: 3 clusters Score -276388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -276388.625000 Penalty: 3860.272461
	Iteration 27Q: 3 clusters Score -276388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -276388.531250 Penalty: 3860.272461
	Iteration 28Q: 3 clusters Score -276388.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -276388.531250 Penalty: 3860.272461
	Iteration 29F: 3 clusters Score -276388.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -106872.171875 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -106872.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104935.210938 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -104935.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -105612.031250 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -105612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105930.117188 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -105930.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -106153.656250 Penalty: 3463.039551
	Iteration 3F: 3 clusters Score -106153.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106374.640625 Penalty: 3463.039551
	Iteration 4F: 3 clusters Score -106374.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -106558.703125 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -106558.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -106655.523438 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -106655.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -106727.335938 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -106727.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -106772.242188 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -106772.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -106803.718750 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -106803.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -106838.000000 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -106838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -106874.000000 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -106874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -106901.031250 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -106901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -106915.000000 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -106915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -106934.703125 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -106934.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -106949.468750 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -106949.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -106962.945312 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -106962.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -106989.781250 Penalty: 3463.039551
	Iteration 17Q: 3 clusters Score -106989.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -107031.781250 Penalty: 3463.039551
	Iteration 18Q: 3 clusters Score -107031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -107059.773438 Penalty: 3463.039551
	Iteration 19Q: 3 clusters Score -107059.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -107077.398438 Penalty: 3463.039551
	Iteration 20F: 3 clusters Score -107077.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -107085.078125 Penalty: 3463.039551
	Iteration 21Q: 3 clusters Score -107085.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107089.476562 Penalty: 3463.039551
	Iteration 22Q: 3 clusters Score -107089.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107090.242188 Penalty: 3463.039551
	Iteration 23Q: 3 clusters Score -107090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107090.242188 Penalty: 3463.039551
	Iteration 24F: 3 clusters Score -107090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 15214 members 
Mstep: Class 3 contains 19728 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 18851 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 5578 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 194288 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 106859 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 70405 members 
Mstep: Class 20 contains 270299 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 29783 members 
Mstep: Class 25 contains 501 members 
Entering Unmasked Estep 
Score: -92644320.000000 Penalty: 84425.289062
Splitting cluster 7 changes total score from -92640336.000000 to -92644320.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (5578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Entering Unmasked Estep 
Score: -635776.500000 Penalty: 2139.393311
	Iteration 0F: 2 clusters Score -635776.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -630879.250000 Penalty: 4278.786621
	Iteration 0F: 3 clusters Score -630879.2 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -632051.062500 Penalty: 4278.786621
	Iteration 1F: 3 clusters Score -632051.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -632274.375000 Penalty: 4278.786621
	Iteration 2F: 3 clusters Score -632274.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -632399.562500 Penalty: 4278.786621
	Iteration 3Q: 3 clusters Score -632399.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -632502.187500 Penalty: 4278.786621
	Iteration 4Q: 3 clusters Score -632502.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -632571.562500 Penalty: 4278.786621
	Iteration 5Q: 3 clusters Score -632571.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -632632.125000 Penalty: 4278.786621
	Iteration 6Q: 3 clusters Score -632632.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -632678.500000 Penalty: 4278.786621
	Iteration 7Q: 3 clusters Score -632678.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -632725.250000 Penalty: 4278.786621
	Iteration 8Q: 3 clusters Score -632725.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -632777.312500 Penalty: 4278.786621
	Iteration 9Q: 3 clusters Score -632777.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -632819.500000 Penalty: 4278.786621
	Iteration 10Q: 3 clusters Score -632819.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -632843.562500 Penalty: 4278.786621
	Iteration 11Q: 3 clusters Score -632843.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -632868.437500 Penalty: 4278.786621
	Iteration 12Q: 3 clusters Score -632868.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -632894.937500 Penalty: 4278.786621
	Iteration 13Q: 3 clusters Score -632894.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -632920.375000 Penalty: 4278.786621
	Iteration 14Q: 3 clusters Score -632920.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -632945.812500 Penalty: 4278.786621
	Iteration 15Q: 3 clusters Score -632945.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -632964.125000 Penalty: 4278.786621
	Iteration 16Q: 3 clusters Score -632964.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -632977.687500 Penalty: 4278.786621
	Iteration 17Q: 3 clusters Score -632977.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -632993.125000 Penalty: 4278.786621
	Iteration 18Q: 3 clusters Score -632993.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -633008.187500 Penalty: 4278.786621
	Iteration 19Q: 3 clusters Score -633008.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -633031.625000 Penalty: 4278.786621
	Iteration 20F: 3 clusters Score -633031.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -633055.312500 Penalty: 4278.786621
	Iteration 21Q: 3 clusters Score -633055.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -633082.500000 Penalty: 4278.786621
	Iteration 22Q: 3 clusters Score -633082.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -633104.687500 Penalty: 4278.786621
	Iteration 23Q: 3 clusters Score -633104.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -633126.187500 Penalty: 4278.786621
	Iteration 24Q: 3 clusters Score -633126.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -633152.437500 Penalty: 4278.786621
	Iteration 25Q: 3 clusters Score -633152.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -633174.250000 Penalty: 4278.786621
	Iteration 26Q: 3 clusters Score -633174.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -633198.750000 Penalty: 4278.786621
	Iteration 27Q: 3 clusters Score -633198.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -633221.250000 Penalty: 4278.786621
	Iteration 28Q: 3 clusters Score -633221.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -633240.687500 Penalty: 4278.786621
	Iteration 29Q: 3 clusters Score -633240.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -633258.187500 Penalty: 4278.786621
	Iteration 30Q: 3 clusters Score -633258.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -633275.250000 Penalty: 4278.786621
	Iteration 31Q: 3 clusters Score -633275.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -633288.937500 Penalty: 4278.786621
	Iteration 32Q: 3 clusters Score -633288.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -633308.750000 Penalty: 4278.786621
	Iteration 33Q: 3 clusters Score -633308.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -633330.875000 Penalty: 4278.786621
	Iteration 34Q: 3 clusters Score -633330.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -633352.812500 Penalty: 4278.786621
	Iteration 35Q: 3 clusters Score -633352.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -633369.062500 Penalty: 4278.786621
	Iteration 36Q: 3 clusters Score -633369.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -633386.750000 Penalty: 4278.786621
	Iteration 37Q: 3 clusters Score -633386.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -633412.687500 Penalty: 4278.786621
	Iteration 38Q: 3 clusters Score -633412.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -633439.562500 Penalty: 4278.786621
	Iteration 39Q: 3 clusters Score -633439.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -633467.437500 Penalty: 4278.786621
	Iteration 40F: 3 clusters Score -633467.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -633494.125000 Penalty: 4278.786621
	Iteration 41Q: 3 clusters Score -633494.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -633522.062500 Penalty: 4278.786621
	Iteration 42Q: 3 clusters Score -633522.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -633544.062500 Penalty: 4278.786621
	Iteration 43Q: 3 clusters Score -633544.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -633565.562500 Penalty: 4278.786621
	Iteration 44Q: 3 clusters Score -633565.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -633582.187500 Penalty: 4278.786621
	Iteration 45Q: 3 clusters Score -633582.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -633601.000000 Penalty: 4278.786621
	Iteration 46Q: 3 clusters Score -633601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -633619.875000 Penalty: 4278.786621
	Iteration 47Q: 3 clusters Score -633619.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -633641.125000 Penalty: 4278.786621
	Iteration 48Q: 3 clusters Score -633641.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -633656.000000 Penalty: 4278.786621
	Iteration 49Q: 3 clusters Score -633656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -633670.562500 Penalty: 4278.786621
	Iteration 50Q: 3 clusters Score -633670.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -633680.187500 Penalty: 4278.786621
	Iteration 51Q: 3 clusters Score -633680.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -633691.125000 Penalty: 4278.786621
	Iteration 52Q: 3 clusters Score -633691.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -633705.187500 Penalty: 4278.786621
	Iteration 53Q: 3 clusters Score -633705.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -633713.875000 Penalty: 4278.786621
	Iteration 54Q: 3 clusters Score -633713.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -633722.250000 Penalty: 4278.786621
	Iteration 55Q: 3 clusters Score -633722.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -633727.312500 Penalty: 4278.786621
	Iteration 56Q: 3 clusters Score -633727.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -633730.937500 Penalty: 4278.786621
	Iteration 57Q: 3 clusters Score -633730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -633733.562500 Penalty: 4278.786621
	Iteration 58Q: 3 clusters Score -633733.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -633735.812500 Penalty: 4278.786621
	Iteration 59Q: 3 clusters Score -633735.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -633738.687500 Penalty: 4278.786621
	Iteration 60F: 3 clusters Score -633738.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -633742.000000 Penalty: 4278.786621
	Iteration 61Q: 3 clusters Score -633742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -633746.687500 Penalty: 4278.786621
	Iteration 62Q: 3 clusters Score -633746.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -633746.437500 Penalty: 4278.786621
	Iteration 63Q: 3 clusters Score -633746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -633748.437500 Penalty: 4278.786621
	Iteration 64Q: 3 clusters Score -633748.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -633752.687500 Penalty: 4278.786621
	Iteration 65Q: 3 clusters Score -633752.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -633755.062500 Penalty: 4278.786621
	Iteration 66Q: 3 clusters Score -633755.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -633758.625000 Penalty: 4278.786621
	Iteration 67Q: 3 clusters Score -633758.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -633761.312500 Penalty: 4278.786621
	Iteration 68Q: 3 clusters Score -633761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -633763.625000 Penalty: 4278.786621
	Iteration 69Q: 3 clusters Score -633763.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -633766.875000 Penalty: 4278.786621
	Iteration 70Q: 3 clusters Score -633766.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -633769.750000 Penalty: 4278.786621
	Iteration 71Q: 3 clusters Score -633769.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -633772.562500 Penalty: 4278.786621
	Iteration 72Q: 3 clusters Score -633772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -633774.562500 Penalty: 4278.786621
	Iteration 73Q: 3 clusters Score -633774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -633775.812500 Penalty: 4278.786621
	Iteration 74Q: 3 clusters Score -633775.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -633775.500000 Penalty: 4278.786621
	Iteration 75Q: 3 clusters Score -633775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -633775.687500 Penalty: 4278.786621
	Iteration 76Q: 3 clusters Score -633775.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -633777.875000 Penalty: 4278.786621
	Iteration 77Q: 3 clusters Score -633777.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -633777.875000 Penalty: 4278.786621
	Iteration 78F: 3 clusters Score -633777.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Entering Unmasked Estep 
Score: -1415842.250000 Penalty: 2351.433838
	Iteration 0F: 2 clusters Score -1415842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1406142.875000 Penalty: 4702.867676
	Iteration 0F: 3 clusters Score -1406143 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1409067.625000 Penalty: 4702.867676
	Iteration 1F: 3 clusters Score -1409068 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1409392.375000 Penalty: 4702.867676
	Iteration 2F: 3 clusters Score -1409392 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1409640.125000 Penalty: 4702.867676
	Iteration 3Q: 3 clusters Score -1409640 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1409836.375000 Penalty: 4702.867676
	Iteration 4Q: 3 clusters Score -1409836 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1410027.750000 Penalty: 4702.867676
	Iteration 5Q: 3 clusters Score -1410028 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1410221.750000 Penalty: 4702.867676
	Iteration 6Q: 3 clusters Score -1410222 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1410420.625000 Penalty: 4702.867676
	Iteration 7Q: 3 clusters Score -1410421 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1410626.375000 Penalty: 4702.867676
	Iteration 8Q: 3 clusters Score -1410626 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1410845.125000 Penalty: 4702.867676
	Iteration 9Q: 3 clusters Score -1410845 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1411094.125000 Penalty: 4702.867676
	Iteration 10Q: 3 clusters Score -1411094 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1411388.500000 Penalty: 4702.867676
	Iteration 11Q: 3 clusters Score -1411388 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1411740.375000 Penalty: 4702.867676
	Iteration 12Q: 3 clusters Score -1411740 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1412135.875000 Penalty: 4702.867676
	Iteration 13Q: 3 clusters Score -1412136 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1412517.625000 Penalty: 4702.867676
	Iteration 14Q: 3 clusters Score -1412518 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1412890.625000 Penalty: 4702.867676
	Iteration 15Q: 3 clusters Score -1412891 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1413223.375000 Penalty: 4702.867676
	Iteration 16Q: 3 clusters Score -1413223 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1413428.125000 Penalty: 4702.867676
	Iteration 17Q: 3 clusters Score -1413428 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1413554.750000 Penalty: 4702.867676
	Iteration 18Q: 3 clusters Score -1413555 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1413628.750000 Penalty: 4702.867676
	Iteration 19Q: 3 clusters Score -1413629 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1413684.500000 Penalty: 4702.867676
	Iteration 20F: 3 clusters Score -1413684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1413725.875000 Penalty: 4702.867676
	Iteration 21Q: 3 clusters Score -1413726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1413769.000000 Penalty: 4702.867676
	Iteration 22Q: 3 clusters Score -1413769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1413802.500000 Penalty: 4702.867676
	Iteration 23Q: 3 clusters Score -1413802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1413824.750000 Penalty: 4702.867676
	Iteration 24Q: 3 clusters Score -1413825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1413844.875000 Penalty: 4702.867676
	Iteration 25Q: 3 clusters Score -1413845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1413854.750000 Penalty: 4702.867676
	Iteration 26Q: 3 clusters Score -1413855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1413864.500000 Penalty: 4702.867676
	Iteration 27Q: 3 clusters Score -1413864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1413875.875000 Penalty: 4702.867676
	Iteration 28Q: 3 clusters Score -1413876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1413880.125000 Penalty: 4702.867676
	Iteration 29Q: 3 clusters Score -1413880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1413883.625000 Penalty: 4702.867676
	Iteration 30Q: 3 clusters Score -1413884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1413885.750000 Penalty: 4702.867676
	Iteration 31Q: 3 clusters Score -1413886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1413885.250000 Penalty: 4702.867676
	Iteration 32Q: 3 clusters Score -1413885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1413885.250000 Penalty: 4702.867676
	Iteration 33F: 3 clusters Score -1413885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (194288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194288 members 
Entering Unmasked Estep 
Score: -22496290.000000 Penalty: 3019.920166
	Iteration 0F: 2 clusters Score -2.249629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97289 members 
Mstep: Class 2 contains 96999 members 
Entering Unmasked Estep 
Score: -22369864.000000 Penalty: 6039.840332
	Iteration 0F: 3 clusters Score -2.236986e+07 nChanged 93638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100437 members 
Mstep: Class 2 contains 93851 members 
Entering Unmasked Estep 
Score: -22425702.000000 Penalty: 6039.840332
	Iteration 1F: 3 clusters Score -2.24257e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102255 members 
Mstep: Class 2 contains 92033 members 
Entering Unmasked Estep 
Score: -22427662.000000 Penalty: 6039.840332
	Iteration 2Q: 3 clusters Score -2.242766e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105044 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -22430238.000000 Penalty: 6039.840332
	Iteration 3Q: 3 clusters Score -2.243024e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109259 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -22434672.000000 Penalty: 6039.840332
	Iteration 4Q: 3 clusters Score -2.243467e+07 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115340 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -22441300.000000 Penalty: 6039.840332
	Iteration 5F: 3 clusters Score -2.24413e+07 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123315 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -22450200.000000 Penalty: 6039.840332
	Iteration 6F: 3 clusters Score -2.24502e+07 nChanged 13697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132222 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -22461546.000000 Penalty: 6039.840332
	Iteration 7F: 3 clusters Score -2.246155e+07 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139990 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -22471614.000000 Penalty: 6039.840332
	Iteration 8F: 3 clusters Score -2.247161e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145494 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -22478112.000000 Penalty: 6039.840332
	Iteration 9Q: 3 clusters Score -2.247811e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149496 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -22481234.000000 Penalty: 6039.840332
	Iteration 10Q: 3 clusters Score -2.248123e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152918 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -22483056.000000 Penalty: 6039.840332
	Iteration 11Q: 3 clusters Score -2.248306e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156098 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -22484440.000000 Penalty: 6039.840332
	Iteration 12Q: 3 clusters Score -2.248444e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159192 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -22485698.000000 Penalty: 6039.840332
	Iteration 13Q: 3 clusters Score -2.24857e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162166 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -22487028.000000 Penalty: 6039.840332
	Iteration 14Q: 3 clusters Score -2.248703e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164880 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -22488176.000000 Penalty: 6039.840332
	Iteration 15Q: 3 clusters Score -2.248818e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167178 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -22489028.000000 Penalty: 6039.840332
	Iteration 16Q: 3 clusters Score -2.248903e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169188 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -22489926.000000 Penalty: 6039.840332
	Iteration 17Q: 3 clusters Score -2.248993e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170998 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -22490670.000000 Penalty: 6039.840332
	Iteration 18Q: 3 clusters Score -2.249067e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172629 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -22491080.000000 Penalty: 6039.840332
	Iteration 19Q: 3 clusters Score -2.249108e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174077 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -22491622.000000 Penalty: 6039.840332
	Iteration 20F: 3 clusters Score -2.249162e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175421 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -22491886.000000 Penalty: 6039.840332
	Iteration 21Q: 3 clusters Score -2.249189e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176627 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -22492220.000000 Penalty: 6039.840332
	Iteration 22Q: 3 clusters Score -2.249222e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177746 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -22492542.000000 Penalty: 6039.840332
	Iteration 23Q: 3 clusters Score -2.249254e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178761 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -22492772.000000 Penalty: 6039.840332
	Iteration 24Q: 3 clusters Score -2.249277e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179651 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -22492994.000000 Penalty: 6039.840332
	Iteration 25Q: 3 clusters Score -2.249299e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180467 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -22493110.000000 Penalty: 6039.840332
	Iteration 26Q: 3 clusters Score -2.249311e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181240 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -22493298.000000 Penalty: 6039.840332
	Iteration 27Q: 3 clusters Score -2.24933e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181953 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -22493438.000000 Penalty: 6039.840332
	Iteration 28Q: 3 clusters Score -2.249344e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182622 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -22493584.000000 Penalty: 6039.840332
	Iteration 29Q: 3 clusters Score -2.249358e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183216 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -22493598.000000 Penalty: 6039.840332
	Iteration 30Q: 3 clusters Score -2.24936e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183811 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -22493684.000000 Penalty: 6039.840332
	Iteration 31Q: 3 clusters Score -2.249368e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184388 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -22493848.000000 Penalty: 6039.840332
	Iteration 32Q: 3 clusters Score -2.249385e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184917 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -22493966.000000 Penalty: 6039.840332
	Iteration 33Q: 3 clusters Score -2.249397e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185400 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -22494000.000000 Penalty: 6039.840332
	Iteration 34Q: 3 clusters Score -2.2494e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185862 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -22493970.000000 Penalty: 6039.840332
	Iteration 35Q: 3 clusters Score -2.249397e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186263 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -22494038.000000 Penalty: 6039.840332
	Iteration 36Q: 3 clusters Score -2.249404e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186631 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -22494162.000000 Penalty: 6039.840332
	Iteration 37Q: 3 clusters Score -2.249416e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186977 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -22494256.000000 Penalty: 6039.840332
	Iteration 38Q: 3 clusters Score -2.249426e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187310 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -22494272.000000 Penalty: 6039.840332
	Iteration 39Q: 3 clusters Score -2.249427e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187611 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -22494252.000000 Penalty: 6039.840332
	Iteration 40F: 3 clusters Score -2.249425e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187896 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -22494316.000000 Penalty: 6039.840332
	Iteration 41Q: 3 clusters Score -2.249432e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188141 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -22494334.000000 Penalty: 6039.840332
	Iteration 42Q: 3 clusters Score -2.249433e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188361 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -22494356.000000 Penalty: 6039.840332
	Iteration 43Q: 3 clusters Score -2.249436e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188572 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -22494422.000000 Penalty: 6039.840332
	Iteration 44Q: 3 clusters Score -2.249442e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188760 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -22494420.000000 Penalty: 6039.840332
	Iteration 45Q: 3 clusters Score -2.249442e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188943 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -22494490.000000 Penalty: 6039.840332
	Iteration 46Q: 3 clusters Score -2.249449e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189094 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -22494484.000000 Penalty: 6039.840332
	Iteration 47Q: 3 clusters Score -2.249448e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189239 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -22494516.000000 Penalty: 6039.840332
	Iteration 48Q: 3 clusters Score -2.249452e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189378 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -22494544.000000 Penalty: 6039.840332
	Iteration 49Q: 3 clusters Score -2.249454e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189523 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -22494528.000000 Penalty: 6039.840332
	Iteration 50Q: 3 clusters Score -2.249453e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189648 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -22494560.000000 Penalty: 6039.840332
	Iteration 51Q: 3 clusters Score -2.249456e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189781 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -22494594.000000 Penalty: 6039.840332
	Iteration 52Q: 3 clusters Score -2.249459e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189904 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -22494608.000000 Penalty: 6039.840332
	Iteration 53Q: 3 clusters Score -2.249461e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190022 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -22494658.000000 Penalty: 6039.840332
	Iteration 54Q: 3 clusters Score -2.249466e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190120 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -22494664.000000 Penalty: 6039.840332
	Iteration 55Q: 3 clusters Score -2.249466e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190201 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -22494670.000000 Penalty: 6039.840332
	Iteration 56Q: 3 clusters Score -2.249467e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190288 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -22494718.000000 Penalty: 6039.840332
	Iteration 57Q: 3 clusters Score -2.249472e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190363 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -22494750.000000 Penalty: 6039.840332
	Iteration 58Q: 3 clusters Score -2.249475e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190438 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -22494762.000000 Penalty: 6039.840332
	Iteration 59Q: 3 clusters Score -2.249476e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190514 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -22494768.000000 Penalty: 6039.840332
	Iteration 60F: 3 clusters Score -2.249477e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190568 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -22494770.000000 Penalty: 6039.840332
	Iteration 61Q: 3 clusters Score -2.249477e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190620 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -22494788.000000 Penalty: 6039.840332
	Iteration 62Q: 3 clusters Score -2.249479e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190683 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -22494802.000000 Penalty: 6039.840332
	Iteration 63Q: 3 clusters Score -2.24948e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190747 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -22494858.000000 Penalty: 6039.840332
	Iteration 64Q: 3 clusters Score -2.249486e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190830 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -22494820.000000 Penalty: 6039.840332
	Iteration 65Q: 3 clusters Score -2.249482e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190906 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -22494830.000000 Penalty: 6039.840332
	Iteration 66Q: 3 clusters Score -2.249483e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190974 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -22494824.000000 Penalty: 6039.840332
	Iteration 67Q: 3 clusters Score -2.249482e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191042 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -22494828.000000 Penalty: 6039.840332
	Iteration 68Q: 3 clusters Score -2.249483e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191094 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -22494834.000000 Penalty: 6039.840332
	Iteration 69Q: 3 clusters Score -2.249483e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191149 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -22494876.000000 Penalty: 6039.840332
	Iteration 70Q: 3 clusters Score -2.249488e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191189 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -22494890.000000 Penalty: 6039.840332
	Iteration 71Q: 3 clusters Score -2.249489e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191229 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -22494920.000000 Penalty: 6039.840332
	Iteration 72Q: 3 clusters Score -2.249492e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191274 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -22494924.000000 Penalty: 6039.840332
	Iteration 73Q: 3 clusters Score -2.249492e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191313 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -22494918.000000 Penalty: 6039.840332
	Iteration 74Q: 3 clusters Score -2.249492e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191348 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -22494914.000000 Penalty: 6039.840332
	Iteration 75Q: 3 clusters Score -2.249491e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191375 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -22494912.000000 Penalty: 6039.840332
	Iteration 76Q: 3 clusters Score -2.249491e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191402 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -22494890.000000 Penalty: 6039.840332
	Iteration 77Q: 3 clusters Score -2.249489e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191422 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -22494910.000000 Penalty: 6039.840332
	Iteration 78Q: 3 clusters Score -2.249491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191436 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -22494900.000000 Penalty: 6039.840332
	Iteration 79Q: 3 clusters Score -2.24949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191448 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -22494928.000000 Penalty: 6039.840332
	Iteration 80F: 3 clusters Score -2.249493e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191468 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -22494916.000000 Penalty: 6039.840332
	Iteration 81Q: 3 clusters Score -2.249492e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191487 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -22494956.000000 Penalty: 6039.840332
	Iteration 82Q: 3 clusters Score -2.249496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191502 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -22494956.000000 Penalty: 6039.840332
	Iteration 83Q: 3 clusters Score -2.249496e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191521 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -22494944.000000 Penalty: 6039.840332
	Iteration 84Q: 3 clusters Score -2.249494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191532 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -22494946.000000 Penalty: 6039.840332
	Iteration 85Q: 3 clusters Score -2.249495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191547 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -22494944.000000 Penalty: 6039.840332
	Iteration 86Q: 3 clusters Score -2.249494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191556 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -22494970.000000 Penalty: 6039.840332
	Iteration 87Q: 3 clusters Score -2.249497e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191565 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -22494980.000000 Penalty: 6039.840332
	Iteration 88Q: 3 clusters Score -2.249498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191573 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -22494998.000000 Penalty: 6039.840332
	Iteration 89Q: 3 clusters Score -2.2495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191577 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -22494974.000000 Penalty: 6039.840332
	Iteration 90Q: 3 clusters Score -2.249497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191582 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -22494974.000000 Penalty: 6039.840332
	Iteration 91Q: 3 clusters Score -2.249497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191585 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -22494968.000000 Penalty: 6039.840332
	Iteration 92Q: 3 clusters Score -2.249497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191591 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -22494978.000000 Penalty: 6039.840332
	Iteration 93Q: 3 clusters Score -2.249498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191597 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -22495004.000000 Penalty: 6039.840332
	Iteration 94Q: 3 clusters Score -2.2495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191601 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -22495000.000000 Penalty: 6039.840332
	Iteration 95Q: 3 clusters Score -2.2495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191603 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -22495004.000000 Penalty: 6039.840332
	Iteration 96Q: 3 clusters Score -2.2495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191605 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -22495020.000000 Penalty: 6039.840332
	Iteration 97Q: 3 clusters Score -2.249502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191601 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -22495014.000000 Penalty: 6039.840332
	Iteration 98Q: 3 clusters Score -2.249501e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191596 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -22495034.000000 Penalty: 6039.840332
	Iteration 99Q: 3 clusters Score -2.249503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191594 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -22495044.000000 Penalty: 6039.840332
	Iteration 100F: 3 clusters Score -2.249504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191595 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -22495040.000000 Penalty: 6039.840332
	Iteration 101Q: 3 clusters Score -2.249504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191598 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -22495040.000000 Penalty: 6039.840332
	Iteration 102Q: 3 clusters Score -2.249504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191601 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -22495026.000000 Penalty: 6039.840332
	Iteration 103Q: 3 clusters Score -2.249503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191603 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -22495018.000000 Penalty: 6039.840332
	Iteration 104Q: 3 clusters Score -2.249502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191605 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -22495016.000000 Penalty: 6039.840332
	Iteration 105Q: 3 clusters Score -2.249502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191605 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -22495030.000000 Penalty: 6039.840332
	Iteration 106Q: 3 clusters Score -2.249503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191607 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -22495042.000000 Penalty: 6039.840332
	Iteration 107Q: 3 clusters Score -2.249504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191610 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -22495038.000000 Penalty: 6039.840332
	Iteration 108Q: 3 clusters Score -2.249504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191613 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -22495036.000000 Penalty: 6039.840332
	Iteration 109Q: 3 clusters Score -2.249504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191615 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -22495040.000000 Penalty: 6039.840332
	Iteration 110Q: 3 clusters Score -2.249504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191618 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -22495038.000000 Penalty: 6039.840332
	Iteration 111Q: 3 clusters Score -2.249504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191618 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -22495040.000000 Penalty: 6039.840332
	Iteration 112Q: 3 clusters Score -2.249504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191617 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -22495034.000000 Penalty: 6039.840332
	Iteration 113Q: 3 clusters Score -2.249503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191618 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -22495028.000000 Penalty: 6039.840332
	Iteration 114Q: 3 clusters Score -2.249503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191619 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22495032.000000 Penalty: 6039.840332
	Iteration 115Q: 3 clusters Score -2.249503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191620 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -22495026.000000 Penalty: 6039.840332
	Iteration 116Q: 3 clusters Score -2.249503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191621 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -22495024.000000 Penalty: 6039.840332
	Iteration 117Q: 3 clusters Score -2.249502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191620 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -22495038.000000 Penalty: 6039.840332
	Iteration 118Q: 3 clusters Score -2.249504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191619 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22495024.000000 Penalty: 6039.840332
	Iteration 119Q: 3 clusters Score -2.249502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191619 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22495024.000000 Penalty: 6039.840332
	Iteration 120F: 3 clusters Score -2.249502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Entering Unmasked Estep 
Score: -1093563.000000 Penalty: 2270.606934
	Iteration 0F: 2 clusters Score -1093563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1086273.000000 Penalty: 4541.213867
	Iteration 0F: 3 clusters Score -1086273 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1088273.625000 Penalty: 4541.213867
	Iteration 1F: 3 clusters Score -1088274 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1088575.125000 Penalty: 4541.213867
	Iteration 2F: 3 clusters Score -1088575 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1088785.250000 Penalty: 4541.213867
	Iteration 3F: 3 clusters Score -1088785 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1088908.875000 Penalty: 4541.213867
	Iteration 4Q: 3 clusters Score -1088909 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1089009.125000 Penalty: 4541.213867
	Iteration 5Q: 3 clusters Score -1089009 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1089090.125000 Penalty: 4541.213867
	Iteration 6Q: 3 clusters Score -1089090 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1089158.375000 Penalty: 4541.213867
	Iteration 7Q: 3 clusters Score -1089158 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1089218.750000 Penalty: 4541.213867
	Iteration 8Q: 3 clusters Score -1089219 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1089276.375000 Penalty: 4541.213867
	Iteration 9Q: 3 clusters Score -1089276 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1089333.875000 Penalty: 4541.213867
	Iteration 10Q: 3 clusters Score -1089334 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1089403.500000 Penalty: 4541.213867
	Iteration 11Q: 3 clusters Score -1089404 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1089458.625000 Penalty: 4541.213867
	Iteration 12Q: 3 clusters Score -1089459 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1089515.125000 Penalty: 4541.213867
	Iteration 13Q: 3 clusters Score -1089515 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1089568.750000 Penalty: 4541.213867
	Iteration 14Q: 3 clusters Score -1089569 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1089629.250000 Penalty: 4541.213867
	Iteration 15Q: 3 clusters Score -1089629 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1089702.125000 Penalty: 4541.213867
	Iteration 16Q: 3 clusters Score -1089702 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1089787.875000 Penalty: 4541.213867
	Iteration 17Q: 3 clusters Score -1089788 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1089881.250000 Penalty: 4541.213867
	Iteration 18Q: 3 clusters Score -1089881 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1089992.125000 Penalty: 4541.213867
	Iteration 19Q: 3 clusters Score -1089992 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1090132.500000 Penalty: 4541.213867
	Iteration 20F: 3 clusters Score -1090132 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1090309.500000 Penalty: 4541.213867
	Iteration 21Q: 3 clusters Score -1090310 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1090484.750000 Penalty: 4541.213867
	Iteration 22Q: 3 clusters Score -1090485 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1090674.375000 Penalty: 4541.213867
	Iteration 23Q: 3 clusters Score -1090674 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1090873.875000 Penalty: 4541.213867
	Iteration 24Q: 3 clusters Score -1090874 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1091052.250000 Penalty: 4541.213867
	Iteration 25Q: 3 clusters Score -1091052 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1091216.875000 Penalty: 4541.213867
	Iteration 26Q: 3 clusters Score -1091217 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1091342.750000 Penalty: 4541.213867
	Iteration 27Q: 3 clusters Score -1091343 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1091438.125000 Penalty: 4541.213867
	Iteration 28Q: 3 clusters Score -1091438 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1091521.375000 Penalty: 4541.213867
	Iteration 29Q: 3 clusters Score -1091521 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1091573.125000 Penalty: 4541.213867
	Iteration 30Q: 3 clusters Score -1091573 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1091590.500000 Penalty: 4541.213867
	Iteration 31Q: 3 clusters Score -1091590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1091606.125000 Penalty: 4541.213867
	Iteration 32Q: 3 clusters Score -1091606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1091622.875000 Penalty: 4541.213867
	Iteration 33Q: 3 clusters Score -1091623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1091630.375000 Penalty: 4541.213867
	Iteration 34Q: 3 clusters Score -1091630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1091632.375000 Penalty: 4541.213867
	Iteration 35Q: 3 clusters Score -1091632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1091636.500000 Penalty: 4541.213867
	Iteration 36Q: 3 clusters Score -1091636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1091642.500000 Penalty: 4541.213867
	Iteration 37Q: 3 clusters Score -1091642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1091642.750000 Penalty: 4541.213867
	Iteration 38Q: 3 clusters Score -1091643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1091647.250000 Penalty: 4541.213867
	Iteration 39Q: 3 clusters Score -1091647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1091649.875000 Penalty: 4541.213867
	Iteration 40F: 3 clusters Score -1091650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1091650.625000 Penalty: 4541.213867
	Iteration 41Q: 3 clusters Score -1091651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1091655.000000 Penalty: 4541.213867
	Iteration 42Q: 3 clusters Score -1091655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1091660.500000 Penalty: 4541.213867
	Iteration 43Q: 3 clusters Score -1091660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1091663.000000 Penalty: 4541.213867
	Iteration 44Q: 3 clusters Score -1091663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1091666.250000 Penalty: 4541.213867
	Iteration 45Q: 3 clusters Score -1091666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1091666.375000 Penalty: 4541.213867
	Iteration 46Q: 3 clusters Score -1091666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1091668.250000 Penalty: 4541.213867
	Iteration 47Q: 3 clusters Score -1091668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1091667.625000 Penalty: 4541.213867
	Iteration 48Q: 3 clusters Score -1091668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1091669.000000 Penalty: 4541.213867
	Iteration 49Q: 3 clusters Score -1091669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1091669.625000 Penalty: 4541.213867
	Iteration 50Q: 3 clusters Score -1091670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1091669.625000 Penalty: 4541.213867
	Iteration 51Q: 3 clusters Score -1091670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1091670.875000 Penalty: 4541.213867
	Iteration 52Q: 3 clusters Score -1091671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1091670.875000 Penalty: 4541.213867
	Iteration 53F: 3 clusters Score -1091671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -34394.824219 Penalty: 1420.258179
	Iteration 0F: 2 clusters Score -34394.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33069.292969 Penalty: 2840.516357
	Iteration 0F: 3 clusters Score -33069.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33155.992188 Penalty: 2840.516357
	Iteration 1F: 3 clusters Score -33155.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33208.554688 Penalty: 2840.516357
	Iteration 2Q: 3 clusters Score -33208.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33219.671875 Penalty: 2840.516357
	Iteration 3Q: 3 clusters Score -33219.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33219.671875 Penalty: 2840.516357
	Iteration 4F: 3 clusters Score -33219.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (106859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106859 members 
Entering Unmasked Estep 
Score: -12285392.000000 Penalty: 2871.657959
	Iteration 0F: 2 clusters Score -1.228539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -12213930.000000 Penalty: 5743.315918
	Iteration 0F: 3 clusters Score -1.221393e+07 nChanged 50589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -12243115.000000 Penalty: 5743.315918
	Iteration 1F: 3 clusters Score -1.224312e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -12243931.000000 Penalty: 5743.315918
	Iteration 2Q: 3 clusters Score -1.224393e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -12244829.000000 Penalty: 5743.315918
	Iteration 3Q: 3 clusters Score -1.224483e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -12246056.000000 Penalty: 5743.315918
	Iteration 4Q: 3 clusters Score -1.224606e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -12247982.000000 Penalty: 5743.315918
	Iteration 5Q: 3 clusters Score -1.224798e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69106 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -12251481.000000 Penalty: 5743.315918
	Iteration 6F: 3 clusters Score -1.225148e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -12256858.000000 Penalty: 5743.315918
	Iteration 7F: 3 clusters Score -1.225686e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -12264162.000000 Penalty: 5743.315918
	Iteration 8F: 3 clusters Score -1.226416e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90625 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -12271475.000000 Penalty: 5743.315918
	Iteration 9F: 3 clusters Score -1.227148e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -12276605.000000 Penalty: 5743.315918
	Iteration 10Q: 3 clusters Score -1.22766e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -12279536.000000 Penalty: 5743.315918
	Iteration 11Q: 3 clusters Score -1.227954e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -12281207.000000 Penalty: 5743.315918
	Iteration 12Q: 3 clusters Score -1.228121e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99912 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -12282186.000000 Penalty: 5743.315918
	Iteration 13Q: 3 clusters Score -1.228219e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100247 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -12282830.000000 Penalty: 5743.315918
	Iteration 14Q: 3 clusters Score -1.228283e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100446 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -12283232.000000 Penalty: 5743.315918
	Iteration 15Q: 3 clusters Score -1.228323e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -12283526.000000 Penalty: 5743.315918
	Iteration 16Q: 3 clusters Score -1.228353e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100605 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -12283811.000000 Penalty: 5743.315918
	Iteration 17Q: 3 clusters Score -1.228381e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -12283998.000000 Penalty: 5743.315918
	Iteration 18Q: 3 clusters Score -1.2284e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100588 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -12284118.000000 Penalty: 5743.315918
	Iteration 19Q: 3 clusters Score -1.228412e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100530 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -12284190.000000 Penalty: 5743.315918
	Iteration 20F: 3 clusters Score -1.228419e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100493 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -12284260.000000 Penalty: 5743.315918
	Iteration 21Q: 3 clusters Score -1.228426e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -12284300.000000 Penalty: 5743.315918
	Iteration 22Q: 3 clusters Score -1.22843e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -12284296.000000 Penalty: 5743.315918
	Iteration 23Q: 3 clusters Score -1.22843e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100323 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -12284354.000000 Penalty: 5743.315918
	Iteration 24Q: 3 clusters Score -1.228435e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100266 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -12284347.000000 Penalty: 5743.315918
	Iteration 25Q: 3 clusters Score -1.228435e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100225 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -12284356.000000 Penalty: 5743.315918
	Iteration 26Q: 3 clusters Score -1.228436e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100188 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -12284377.000000 Penalty: 5743.315918
	Iteration 27Q: 3 clusters Score -1.228438e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -12284366.000000 Penalty: 5743.315918
	Iteration 28Q: 3 clusters Score -1.228437e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -12284342.000000 Penalty: 5743.315918
	Iteration 29Q: 3 clusters Score -1.228434e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100129 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -12284331.000000 Penalty: 5743.315918
	Iteration 30Q: 3 clusters Score -1.228433e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100110 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -12284321.000000 Penalty: 5743.315918
	Iteration 31Q: 3 clusters Score -1.228432e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100087 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -12284331.000000 Penalty: 5743.315918
	Iteration 32Q: 3 clusters Score -1.228433e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100071 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -12284342.000000 Penalty: 5743.315918
	Iteration 33Q: 3 clusters Score -1.228434e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100059 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -12284353.000000 Penalty: 5743.315918
	Iteration 34Q: 3 clusters Score -1.228435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100052 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -12284351.000000 Penalty: 5743.315918
	Iteration 35Q: 3 clusters Score -1.228435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100049 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -12284337.000000 Penalty: 5743.315918
	Iteration 36Q: 3 clusters Score -1.228434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -12284341.000000 Penalty: 5743.315918
	Iteration 37Q: 3 clusters Score -1.228434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100039 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -12284347.000000 Penalty: 5743.315918
	Iteration 38Q: 3 clusters Score -1.228435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100036 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -12284340.000000 Penalty: 5743.315918
	Iteration 39Q: 3 clusters Score -1.228434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100031 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -12284336.000000 Penalty: 5743.315918
	Iteration 40F: 3 clusters Score -1.228434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100026 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -12284363.000000 Penalty: 5743.315918
	Iteration 41Q: 3 clusters Score -1.228436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100018 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -12284352.000000 Penalty: 5743.315918
	Iteration 42Q: 3 clusters Score -1.228435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100008 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -12284342.000000 Penalty: 5743.315918
	Iteration 43Q: 3 clusters Score -1.228434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99998 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -12284353.000000 Penalty: 5743.315918
	Iteration 44Q: 3 clusters Score -1.228435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99988 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -12284353.000000 Penalty: 5743.315918
	Iteration 45Q: 3 clusters Score -1.228435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99983 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -12284363.000000 Penalty: 5743.315918
	Iteration 46Q: 3 clusters Score -1.228436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99979 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -12284362.000000 Penalty: 5743.315918
	Iteration 47Q: 3 clusters Score -1.228436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -12284362.000000 Penalty: 5743.315918
	Iteration 48Q: 3 clusters Score -1.228436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99970 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -12284359.000000 Penalty: 5743.315918
	Iteration 49Q: 3 clusters Score -1.228436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99967 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -12284365.000000 Penalty: 5743.315918
	Iteration 50Q: 3 clusters Score -1.228436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99964 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -12284376.000000 Penalty: 5743.315918
	Iteration 51Q: 3 clusters Score -1.228438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99961 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -12284371.000000 Penalty: 5743.315918
	Iteration 52Q: 3 clusters Score -1.228437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99961 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -12284369.000000 Penalty: 5743.315918
	Iteration 53Q: 3 clusters Score -1.228437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99959 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -12284365.000000 Penalty: 5743.315918
	Iteration 54Q: 3 clusters Score -1.228436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99957 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -12284369.000000 Penalty: 5743.315918
	Iteration 55Q: 3 clusters Score -1.228437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99953 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -12284371.000000 Penalty: 5743.315918
	Iteration 56Q: 3 clusters Score -1.228437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -12284370.000000 Penalty: 5743.315918
	Iteration 57Q: 3 clusters Score -1.228437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99945 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -12284370.000000 Penalty: 5743.315918
	Iteration 58Q: 3 clusters Score -1.228437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -12284369.000000 Penalty: 5743.315918
	Iteration 59Q: 3 clusters Score -1.228437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99939 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -12284368.000000 Penalty: 5743.315918
	Iteration 60F: 3 clusters Score -1.228437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99936 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -12284368.000000 Penalty: 5743.315918
	Iteration 61Q: 3 clusters Score -1.228437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99935 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -12284378.000000 Penalty: 5743.315918
	Iteration 62Q: 3 clusters Score -1.228438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -12284378.000000 Penalty: 5743.315918
	Iteration 63Q: 3 clusters Score -1.228438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -12284378.000000 Penalty: 5743.315918
	Iteration 64F: 3 clusters Score -1.228438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -59460.554688 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -59460.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57906.488281 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -57906.49 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58082.234375 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -58082.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58157.496094 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -58157.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58205.429688 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -58205.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58245.703125 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -58245.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58288.878906 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -58288.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58335.187500 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -58335.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58369.449219 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -58369.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -58417.132812 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -58417.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58454.031250 Penalty: 3145.692383
	Iteration 9Q: 3 clusters Score -58454.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58485.500000 Penalty: 3145.692383
	Iteration 10Q: 3 clusters Score -58485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58499.292969 Penalty: 3145.692383
	Iteration 11Q: 3 clusters Score -58499.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58509.703125 Penalty: 3145.692383
	Iteration 12Q: 3 clusters Score -58509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58512.496094 Penalty: 3145.692383
	Iteration 13Q: 3 clusters Score -58512.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58515.820312 Penalty: 3145.692383
	Iteration 14Q: 3 clusters Score -58515.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58515.820312 Penalty: 3145.692383
	Iteration 15F: 3 clusters Score -58515.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Entering Unmasked Estep 
Score: -739470.562500 Penalty: 2170.601074
	Iteration 0F: 2 clusters Score -739470.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -734125.125000 Penalty: 4341.202148
	Iteration 0F: 3 clusters Score -734125.1 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -735572.625000 Penalty: 4341.202148
	Iteration 1F: 3 clusters Score -735572.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -735808.312500 Penalty: 4341.202148
	Iteration 2F: 3 clusters Score -735808.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -735966.687500 Penalty: 4341.202148
	Iteration 3Q: 3 clusters Score -735966.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -736093.062500 Penalty: 4341.202148
	Iteration 4Q: 3 clusters Score -736093.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -736210.000000 Penalty: 4341.202148
	Iteration 5Q: 3 clusters Score -736210 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -736341.937500 Penalty: 4341.202148
	Iteration 6Q: 3 clusters Score -736341.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -736463.875000 Penalty: 4341.202148
	Iteration 7Q: 3 clusters Score -736463.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -736592.250000 Penalty: 4341.202148
	Iteration 8Q: 3 clusters Score -736592.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -736708.375000 Penalty: 4341.202148
	Iteration 9Q: 3 clusters Score -736708.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -736818.875000 Penalty: 4341.202148
	Iteration 10Q: 3 clusters Score -736818.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -736930.687500 Penalty: 4341.202148
	Iteration 11Q: 3 clusters Score -736930.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -737050.625000 Penalty: 4341.202148
	Iteration 12Q: 3 clusters Score -737050.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -737175.937500 Penalty: 4341.202148
	Iteration 13Q: 3 clusters Score -737175.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -737295.000000 Penalty: 4341.202148
	Iteration 14Q: 3 clusters Score -737295 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -737414.000000 Penalty: 4341.202148
	Iteration 15Q: 3 clusters Score -737414 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -737512.000000 Penalty: 4341.202148
	Iteration 16Q: 3 clusters Score -737512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -737561.062500 Penalty: 4341.202148
	Iteration 17Q: 3 clusters Score -737561.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -737594.937500 Penalty: 4341.202148
	Iteration 18Q: 3 clusters Score -737594.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -737621.562500 Penalty: 4341.202148
	Iteration 19Q: 3 clusters Score -737621.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -737638.625000 Penalty: 4341.202148
	Iteration 20F: 3 clusters Score -737638.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -737651.750000 Penalty: 4341.202148
	Iteration 21Q: 3 clusters Score -737651.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -737660.562500 Penalty: 4341.202148
	Iteration 22Q: 3 clusters Score -737660.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -737668.000000 Penalty: 4341.202148
	Iteration 23Q: 3 clusters Score -737668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -737671.812500 Penalty: 4341.202148
	Iteration 24Q: 3 clusters Score -737671.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -737674.062500 Penalty: 4341.202148
	Iteration 25Q: 3 clusters Score -737674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -737678.500000 Penalty: 4341.202148
	Iteration 26Q: 3 clusters Score -737678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -737680.562500 Penalty: 4341.202148
	Iteration 27Q: 3 clusters Score -737680.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -737681.437500 Penalty: 4341.202148
	Iteration 28Q: 3 clusters Score -737681.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -737682.750000 Penalty: 4341.202148
	Iteration 29Q: 3 clusters Score -737682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -737682.750000 Penalty: 4341.202148
	Iteration 30F: 3 clusters Score -737682.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -93987.906250 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -93987.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -92131.140625 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -92131.14 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -92458.148438 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -92458.15 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -92600.390625 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -92600.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -92700.578125 Penalty: 3378.377197
	Iteration 3Q: 3 clusters Score -92700.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -92792.523438 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -92792.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -92857.398438 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -92857.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92934.859375 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -92934.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -93049.671875 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -93049.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -93313.125000 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -93313.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -93492.617188 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -93492.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -93556.226562 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -93556.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -93580.531250 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -93580.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -93602.968750 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -93602.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -93623.210938 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -93623.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -93658.289062 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -93658.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -93714.750000 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -93714.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -93737.648438 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -93737.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -93753.984375 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -93753.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -93848.671875 Penalty: 3378.377197
	Iteration 18Q: 3 clusters Score -93848.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -94091.257812 Penalty: 3378.377197
	Iteration 19Q: 3 clusters Score -94091.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -94219.703125 Penalty: 3378.377197
	Iteration 20F: 3 clusters Score -94219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -94229.250000 Penalty: 3378.377197
	Iteration 21Q: 3 clusters Score -94229.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -94235.226562 Penalty: 3378.377197
	Iteration 22Q: 3 clusters Score -94235.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -94247.351562 Penalty: 3378.377197
	Iteration 23Q: 3 clusters Score -94247.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -94269.781250 Penalty: 3378.377197
	Iteration 24Q: 3 clusters Score -94269.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -94313.984375 Penalty: 3378.377197
	Iteration 25Q: 3 clusters Score -94313.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -94474.625000 Penalty: 3378.377197
	Iteration 26Q: 3 clusters Score -94474.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -94627.007812 Penalty: 3378.377197
	Iteration 27Q: 3 clusters Score -94627.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -94708.046875 Penalty: 3378.377197
	Iteration 28Q: 3 clusters Score -94708.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -94725.453125 Penalty: 3378.377197
	Iteration 29Q: 3 clusters Score -94725.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -94731.015625 Penalty: 3378.377197
	Iteration 30Q: 3 clusters Score -94731.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -94731.015625 Penalty: 3378.377197
	Iteration 31F: 3 clusters Score -94731.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 15214 members 
Mstep: Class 3 contains 19728 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 18851 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 5578 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 194288 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 106859 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 16 contains 383 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 70405 members 
Mstep: Class 20 contains 270299 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 29783 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 525 members 
Entering Unmasked Estep 
Score: -92643296.000000 Penalty: 87802.296875
Splitting cluster 16 changes total score from -92640336.000000 to -92643296.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -27076.375000 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -27076.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25907.359375 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -25907.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26052.029297 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -26052.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26129.843750 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -26129.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26227.931641 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -26227.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26376.119141 Penalty: 2842.129395
	Iteration 4F: 3 clusters Score -26376.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26435.595703 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -26435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26490.066406 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -26490.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26537.666016 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -26537.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26595.644531 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -26595.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26669.457031 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -26669.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26747.830078 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -26747.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26761.171875 Penalty: 2842.129395
	Iteration 11Q: 3 clusters Score -26761.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26784.339844 Penalty: 2842.129395
	Iteration 12Q: 3 clusters Score -26784.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26790.273438 Penalty: 2842.129395
	Iteration 13Q: 3 clusters Score -26790.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26790.273438 Penalty: 2842.129395
	Iteration 14F: 3 clusters Score -26790.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Entering Unmasked Estep 
Score: -214658.718750 Penalty: 1867.426025
	Iteration 0F: 2 clusters Score -214658.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -212153.406250 Penalty: 3734.852051
	Iteration 0F: 3 clusters Score -212153.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -212538.515625 Penalty: 3734.852051
	Iteration 1F: 3 clusters Score -212538.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -212626.625000 Penalty: 3734.852051
	Iteration 2F: 3 clusters Score -212626.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -212693.484375 Penalty: 3734.852051
	Iteration 3Q: 3 clusters Score -212693.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -212730.359375 Penalty: 3734.852051
	Iteration 4Q: 3 clusters Score -212730.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -212761.125000 Penalty: 3734.852051
	Iteration 5Q: 3 clusters Score -212761.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -212774.218750 Penalty: 3734.852051
	Iteration 6Q: 3 clusters Score -212774.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -212785.921875 Penalty: 3734.852051
	Iteration 7Q: 3 clusters Score -212785.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -212792.421875 Penalty: 3734.852051
	Iteration 8Q: 3 clusters Score -212792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -212795.031250 Penalty: 3734.852051
	Iteration 9Q: 3 clusters Score -212795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -212795.640625 Penalty: 3734.852051
	Iteration 10Q: 3 clusters Score -212795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -212797.671875 Penalty: 3734.852051
	Iteration 11Q: 3 clusters Score -212797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -212798.968750 Penalty: 3734.852051
	Iteration 12Q: 3 clusters Score -212799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -212800.828125 Penalty: 3734.852051
	Iteration 13Q: 3 clusters Score -212800.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -212803.500000 Penalty: 3734.852051
	Iteration 14Q: 3 clusters Score -212803.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -212807.671875 Penalty: 3734.852051
	Iteration 15Q: 3 clusters Score -212807.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -212814.703125 Penalty: 3734.852051
	Iteration 16Q: 3 clusters Score -212814.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -212820.890625 Penalty: 3734.852051
	Iteration 17Q: 3 clusters Score -212820.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -212824.640625 Penalty: 3734.852051
	Iteration 18Q: 3 clusters Score -212824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -212829.406250 Penalty: 3734.852051
	Iteration 19Q: 3 clusters Score -212829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -212830.312500 Penalty: 3734.852051
	Iteration 20F: 3 clusters Score -212830.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -212831.218750 Penalty: 3734.852051
	Iteration 21Q: 3 clusters Score -212831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -212832.390625 Penalty: 3734.852051
	Iteration 22Q: 3 clusters Score -212832.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -212834.515625 Penalty: 3734.852051
	Iteration 23Q: 3 clusters Score -212834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -212834.875000 Penalty: 3734.852051
	Iteration 24Q: 3 clusters Score -212834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -212834.875000 Penalty: 3734.852051
	Iteration 25F: 3 clusters Score -212834.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (270299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270299 members 
Entering Unmasked Estep 
Score: -31109096.000000 Penalty: 3101.806396
	Iteration 0F: 2 clusters Score -3.11091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135700 members 
Mstep: Class 2 contains 134599 members 
Entering Unmasked Estep 
Score: -30938412.000000 Penalty: 6203.612793
	Iteration 0F: 3 clusters Score -3.093841e+07 nChanged 130885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146739 members 
Mstep: Class 2 contains 123560 members 
Entering Unmasked Estep 
Score: -31018828.000000 Penalty: 6203.612793
	Iteration 1F: 3 clusters Score -3.101883e+07 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154179 members 
Mstep: Class 2 contains 116120 members 
Entering Unmasked Estep 
Score: -31023550.000000 Penalty: 6203.612793
	Iteration 2Q: 3 clusters Score -3.102355e+07 nChanged 14927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165554 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -31030970.000000 Penalty: 6203.612793
	Iteration 3F: 3 clusters Score -3.103097e+07 nChanged 19087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181709 members 
Mstep: Class 2 contains 88590 members 
Entering Unmasked Estep 
Score: -31043264.000000 Penalty: 6203.612793
	Iteration 4F: 3 clusters Score -3.104326e+07 nChanged 22246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202009 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -31060094.000000 Penalty: 6203.612793
	Iteration 5F: 3 clusters Score -3.106009e+07 nChanged 21672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222479 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -31078746.000000 Penalty: 6203.612793
	Iteration 6F: 3 clusters Score -3.107875e+07 nChanged 15968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237565 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -31093846.000000 Penalty: 6203.612793
	Iteration 7F: 3 clusters Score -3.109385e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245686 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -31102328.000000 Penalty: 6203.612793
	Iteration 8Q: 3 clusters Score -3.110233e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249902 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -31106012.000000 Penalty: 6203.612793
	Iteration 9Q: 3 clusters Score -3.110601e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252702 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -31108006.000000 Penalty: 6203.612793
	Iteration 10Q: 3 clusters Score -3.110801e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254750 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -31108974.000000 Penalty: 6203.612793
	Iteration 11Q: 3 clusters Score -3.110897e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256264 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -31109572.000000 Penalty: 6203.612793
	Iteration 12Q: 3 clusters Score -3.110957e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257502 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -31110096.000000 Penalty: 6203.612793
	Iteration 13Q: 3 clusters Score -3.11101e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258487 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -31110368.000000 Penalty: 6203.612793
	Iteration 14Q: 3 clusters Score -3.111037e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259254 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -31110588.000000 Penalty: 6203.612793
	Iteration 15Q: 3 clusters Score -3.111059e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259915 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -31110730.000000 Penalty: 6203.612793
	Iteration 16Q: 3 clusters Score -3.111073e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260455 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -31110728.000000 Penalty: 6203.612793
	Iteration 17Q: 3 clusters Score -3.111073e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260912 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -31110702.000000 Penalty: 6203.612793
	Iteration 18Q: 3 clusters Score -3.11107e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261265 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -31110746.000000 Penalty: 6203.612793
	Iteration 19Q: 3 clusters Score -3.111075e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261594 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -31110760.000000 Penalty: 6203.612793
	Iteration 20F: 3 clusters Score -3.111076e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261872 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -31110792.000000 Penalty: 6203.612793
	Iteration 21Q: 3 clusters Score -3.111079e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262096 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -31110768.000000 Penalty: 6203.612793
	Iteration 22Q: 3 clusters Score -3.111077e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262290 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -31110720.000000 Penalty: 6203.612793
	Iteration 23Q: 3 clusters Score -3.111072e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262490 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -31110760.000000 Penalty: 6203.612793
	Iteration 24Q: 3 clusters Score -3.111076e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262681 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -31110830.000000 Penalty: 6203.612793
	Iteration 25Q: 3 clusters Score -3.111083e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262844 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -31110810.000000 Penalty: 6203.612793
	Iteration 26Q: 3 clusters Score -3.111081e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262993 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -31110842.000000 Penalty: 6203.612793
	Iteration 27Q: 3 clusters Score -3.111084e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263127 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -31110880.000000 Penalty: 6203.612793
	Iteration 28Q: 3 clusters Score -3.111088e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263244 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -31110896.000000 Penalty: 6203.612793
	Iteration 29Q: 3 clusters Score -3.11109e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263342 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -31110890.000000 Penalty: 6203.612793
	Iteration 30Q: 3 clusters Score -3.111089e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263412 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -31110908.000000 Penalty: 6203.612793
	Iteration 31Q: 3 clusters Score -3.111091e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263484 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -31110904.000000 Penalty: 6203.612793
	Iteration 32Q: 3 clusters Score -3.11109e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263562 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -31110914.000000 Penalty: 6203.612793
	Iteration 33Q: 3 clusters Score -3.111091e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263622 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -31110934.000000 Penalty: 6203.612793
	Iteration 34Q: 3 clusters Score -3.111093e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263668 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -31110958.000000 Penalty: 6203.612793
	Iteration 35Q: 3 clusters Score -3.111096e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263708 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -31110954.000000 Penalty: 6203.612793
	Iteration 36Q: 3 clusters Score -3.111095e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263746 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -31110916.000000 Penalty: 6203.612793
	Iteration 37Q: 3 clusters Score -3.111092e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263775 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -31110916.000000 Penalty: 6203.612793
	Iteration 38Q: 3 clusters Score -3.111092e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263802 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -31110918.000000 Penalty: 6203.612793
	Iteration 39Q: 3 clusters Score -3.111092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263821 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -31110920.000000 Penalty: 6203.612793
	Iteration 40F: 3 clusters Score -3.111092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263839 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -31110904.000000 Penalty: 6203.612793
	Iteration 41Q: 3 clusters Score -3.11109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263857 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -31110906.000000 Penalty: 6203.612793
	Iteration 42Q: 3 clusters Score -3.111091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263870 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -31110884.000000 Penalty: 6203.612793
	Iteration 43Q: 3 clusters Score -3.111088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263883 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -31110912.000000 Penalty: 6203.612793
	Iteration 44Q: 3 clusters Score -3.111091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263891 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -31110914.000000 Penalty: 6203.612793
	Iteration 45Q: 3 clusters Score -3.111091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263897 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -31110900.000000 Penalty: 6203.612793
	Iteration 46Q: 3 clusters Score -3.11109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263907 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -31110910.000000 Penalty: 6203.612793
	Iteration 47Q: 3 clusters Score -3.111091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263913 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -31110932.000000 Penalty: 6203.612793
	Iteration 48Q: 3 clusters Score -3.111093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263916 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -31110934.000000 Penalty: 6203.612793
	Iteration 49Q: 3 clusters Score -3.111093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263921 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -31110926.000000 Penalty: 6203.612793
	Iteration 50Q: 3 clusters Score -3.111093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263927 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -31110920.000000 Penalty: 6203.612793
	Iteration 51Q: 3 clusters Score -3.111092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263938 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -31110932.000000 Penalty: 6203.612793
	Iteration 52Q: 3 clusters Score -3.111093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263949 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -31110900.000000 Penalty: 6203.612793
	Iteration 53Q: 3 clusters Score -3.11109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263957 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -31110916.000000 Penalty: 6203.612793
	Iteration 54Q: 3 clusters Score -3.111092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263965 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -31110914.000000 Penalty: 6203.612793
	Iteration 55Q: 3 clusters Score -3.111091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263972 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -31110902.000000 Penalty: 6203.612793
	Iteration 56Q: 3 clusters Score -3.11109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263978 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -31110918.000000 Penalty: 6203.612793
	Iteration 57Q: 3 clusters Score -3.111092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263978 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -31110908.000000 Penalty: 6203.612793
	Iteration 58Q: 3 clusters Score -3.111091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263980 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -31110920.000000 Penalty: 6203.612793
	Iteration 59Q: 3 clusters Score -3.111092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263980 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -31110920.000000 Penalty: 6203.612793
	Iteration 60F: 3 clusters Score -3.111092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 15214 members 
Mstep: Class 3 contains 19728 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 18851 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 5578 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 194288 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 106859 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 16 contains 383 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 70405 members 
Mstep: Class 20 contains 263980 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 29783 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 6319 members 
Entering Unmasked Estep 
Score: -92644840.000000 Penalty: 91179.304688
Splitting cluster 20 changes total score from -92640336.000000 to -92644840.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -198893.078125 Penalty: 1884.154297
	Iteration 0F: 2 clusters Score -198893.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -196289.703125 Penalty: 3768.308594
	Iteration 0F: 3 clusters Score -196289.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -196922.375000 Penalty: 3768.308594
	Iteration 1F: 3 clusters Score -196922.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -197228.562500 Penalty: 3768.308594
	Iteration 2F: 3 clusters Score -197228.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -197416.140625 Penalty: 3768.308594
	Iteration 3F: 3 clusters Score -197416.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -197550.140625 Penalty: 3768.308594
	Iteration 4F: 3 clusters Score -197550.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -197689.515625 Penalty: 3768.308594
	Iteration 5Q: 3 clusters Score -197689.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -197867.593750 Penalty: 3768.308594
	Iteration 6Q: 3 clusters Score -197867.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -198048.593750 Penalty: 3768.308594
	Iteration 7Q: 3 clusters Score -198048.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -198238.750000 Penalty: 3768.308594
	Iteration 8F: 3 clusters Score -198238.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -198414.703125 Penalty: 3768.308594
	Iteration 9Q: 3 clusters Score -198414.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -198568.187500 Penalty: 3768.308594
	Iteration 10Q: 3 clusters Score -198568.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -198697.390625 Penalty: 3768.308594
	Iteration 11Q: 3 clusters Score -198697.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -198779.312500 Penalty: 3768.308594
	Iteration 12Q: 3 clusters Score -198779.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -198918.984375 Penalty: 3768.308594
	Iteration 13Q: 3 clusters Score -198919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -199073.890625 Penalty: 3768.308594
	Iteration 14Q: 3 clusters Score -199073.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -199208.921875 Penalty: 3768.308594
	Iteration 15Q: 3 clusters Score -199208.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -199331.984375 Penalty: 3768.308594
	Iteration 16Q: 3 clusters Score -199332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -199342.265625 Penalty: 3768.308594
	Iteration 17Q: 3 clusters Score -199342.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -199345.453125 Penalty: 3768.308594
	Iteration 18Q: 3 clusters Score -199345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -199349.546875 Penalty: 3768.308594
	Iteration 19Q: 3 clusters Score -199349.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -199349.546875 Penalty: 3768.308594
	Iteration 20F: 3 clusters Score -199349.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 15214 members 
Mstep: Class 3 contains 19728 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 18851 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 5578 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 194288 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 106859 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 16 contains 383 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 70405 members 
Mstep: Class 20 contains 263980 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 29783 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 191 members 
Entering Unmasked Estep 
Score: -92643936.000000 Penalty: 94556.320312
Splitting cluster 21 changes total score from -92640336.000000 to -92643936.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -295600.843750 Penalty: 1946.245117
	Iteration 0F: 2 clusters Score -295600.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -292583.593750 Penalty: 3892.490234
	Iteration 0F: 3 clusters Score -292583.6 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -293100.031250 Penalty: 3892.490234
	Iteration 1F: 3 clusters Score -293100 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -293265.593750 Penalty: 3892.490234
	Iteration 2F: 3 clusters Score -293265.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -293384.437500 Penalty: 3892.490234
	Iteration 3F: 3 clusters Score -293384.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -293448.625000 Penalty: 3892.490234
	Iteration 4Q: 3 clusters Score -293448.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -293494.343750 Penalty: 3892.490234
	Iteration 5Q: 3 clusters Score -293494.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -293531.312500 Penalty: 3892.490234
	Iteration 6Q: 3 clusters Score -293531.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -293561.593750 Penalty: 3892.490234
	Iteration 7Q: 3 clusters Score -293561.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -293592.625000 Penalty: 3892.490234
	Iteration 8Q: 3 clusters Score -293592.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -293615.593750 Penalty: 3892.490234
	Iteration 9Q: 3 clusters Score -293615.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -293632.093750 Penalty: 3892.490234
	Iteration 10Q: 3 clusters Score -293632.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -293642.562500 Penalty: 3892.490234
	Iteration 11Q: 3 clusters Score -293642.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -293655.625000 Penalty: 3892.490234
	Iteration 12Q: 3 clusters Score -293655.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -293670.031250 Penalty: 3892.490234
	Iteration 13Q: 3 clusters Score -293670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -293686.656250 Penalty: 3892.490234
	Iteration 14Q: 3 clusters Score -293686.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -293701.781250 Penalty: 3892.490234
	Iteration 15Q: 3 clusters Score -293701.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -293715.968750 Penalty: 3892.490234
	Iteration 16Q: 3 clusters Score -293716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -293726.031250 Penalty: 3892.490234
	Iteration 17Q: 3 clusters Score -293726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -293730.843750 Penalty: 3892.490234
	Iteration 18Q: 3 clusters Score -293730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -293737.218750 Penalty: 3892.490234
	Iteration 19Q: 3 clusters Score -293737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -293745.437500 Penalty: 3892.490234
	Iteration 20F: 3 clusters Score -293745.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -293751.375000 Penalty: 3892.490234
	Iteration 21Q: 3 clusters Score -293751.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -293756.687500 Penalty: 3892.490234
	Iteration 22Q: 3 clusters Score -293756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -293757.125000 Penalty: 3892.490234
	Iteration 23Q: 3 clusters Score -293757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -293758.343750 Penalty: 3892.490234
	Iteration 24Q: 3 clusters Score -293758.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -293758.656250 Penalty: 3892.490234
	Iteration 25Q: 3 clusters Score -293758.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -293758.656250 Penalty: 3892.490234
	Iteration 26F: 3 clusters Score -293758.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -61326.750000 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -61326.75 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 301 members 
Entering Unmasked Estep 
Score: -59747.890625 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -59747.89 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60241.007812 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -60241.01 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60510.984375 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -60510.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60670.972656 Penalty: 3189.940186
	Iteration 3Q: 3 clusters Score -60670.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60715.234375 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -60715.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60729.542969 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -60729.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60749.464844 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -60749.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60775.273438 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -60775.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60785.164062 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -60785.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60790.300781 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -60790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60791.820312 Penalty: 3189.940186
	Iteration 10Q: 3 clusters Score -60791.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60791.820312 Penalty: 3189.940186
	Iteration 11F: 3 clusters Score -60791.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Entering Unmasked Estep 
Score: -3508839.500000 Penalty: 2554.819824
	Iteration 0F: 2 clusters Score -3508840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3488494.750000 Penalty: 5109.639648
	Iteration 0F: 3 clusters Score -3488495 nChanged 13314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3495884.750000 Penalty: 5109.639648
	Iteration 1F: 3 clusters Score -3495885 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3496394.500000 Penalty: 5109.639648
	Iteration 2Q: 3 clusters Score -3496394 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3496912.000000 Penalty: 5109.639648
	Iteration 3Q: 3 clusters Score -3496912 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -3497544.000000 Penalty: 5109.639648
	Iteration 4Q: 3 clusters Score -3497544 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3498280.000000 Penalty: 5109.639648
	Iteration 5Q: 3 clusters Score -3498280 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3499181.000000 Penalty: 5109.639648
	Iteration 6F: 3 clusters Score -3499181 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3500293.750000 Penalty: 5109.639648
	Iteration 7F: 3 clusters Score -3500294 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -3501554.250000 Penalty: 5109.639648
	Iteration 8F: 3 clusters Score -3501554 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3502718.000000 Penalty: 5109.639648
	Iteration 9F: 3 clusters Score -3502718 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3503574.250000 Penalty: 5109.639648
	Iteration 10Q: 3 clusters Score -3503574 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3504069.250000 Penalty: 5109.639648
	Iteration 11Q: 3 clusters Score -3504069 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3504335.250000 Penalty: 5109.639648
	Iteration 12Q: 3 clusters Score -3504335 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3504481.250000 Penalty: 5109.639648
	Iteration 13Q: 3 clusters Score -3504481 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3504630.000000 Penalty: 5109.639648
	Iteration 14Q: 3 clusters Score -3504630 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3504786.500000 Penalty: 5109.639648
	Iteration 15Q: 3 clusters Score -3504786 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3504881.000000 Penalty: 5109.639648
	Iteration 16Q: 3 clusters Score -3504881 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3504979.500000 Penalty: 5109.639648
	Iteration 17Q: 3 clusters Score -3504980 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3505052.250000 Penalty: 5109.639648
	Iteration 18Q: 3 clusters Score -3505052 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -3505131.250000 Penalty: 5109.639648
	Iteration 19Q: 3 clusters Score -3505131 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3505212.500000 Penalty: 5109.639648
	Iteration 20F: 3 clusters Score -3505212 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3505302.750000 Penalty: 5109.639648
	Iteration 21Q: 3 clusters Score -3505303 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3505416.500000 Penalty: 5109.639648
	Iteration 22Q: 3 clusters Score -3505416 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3505502.250000 Penalty: 5109.639648
	Iteration 23Q: 3 clusters Score -3505502 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3505572.000000 Penalty: 5109.639648
	Iteration 24Q: 3 clusters Score -3505572 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3505665.250000 Penalty: 5109.639648
	Iteration 25Q: 3 clusters Score -3505665 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3505739.500000 Penalty: 5109.639648
	Iteration 26Q: 3 clusters Score -3505740 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3505827.250000 Penalty: 5109.639648
	Iteration 27Q: 3 clusters Score -3505827 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3505910.500000 Penalty: 5109.639648
	Iteration 28Q: 3 clusters Score -3505910 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3505993.000000 Penalty: 5109.639648
	Iteration 29Q: 3 clusters Score -3505993 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3506086.250000 Penalty: 5109.639648
	Iteration 30Q: 3 clusters Score -3506086 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3506211.000000 Penalty: 5109.639648
	Iteration 31Q: 3 clusters Score -3506211 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -3506362.250000 Penalty: 5109.639648
	Iteration 32Q: 3 clusters Score -3506362 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3506508.000000 Penalty: 5109.639648
	Iteration 33Q: 3 clusters Score -3506508 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3506640.250000 Penalty: 5109.639648
	Iteration 34Q: 3 clusters Score -3506640 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3506747.000000 Penalty: 5109.639648
	Iteration 35Q: 3 clusters Score -3506747 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3506814.000000 Penalty: 5109.639648
	Iteration 36Q: 3 clusters Score -3506814 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3506869.250000 Penalty: 5109.639648
	Iteration 37Q: 3 clusters Score -3506869 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3506900.500000 Penalty: 5109.639648
	Iteration 38Q: 3 clusters Score -3506900 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -3506937.250000 Penalty: 5109.639648
	Iteration 39Q: 3 clusters Score -3506937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3506970.750000 Penalty: 5109.639648
	Iteration 40F: 3 clusters Score -3506971 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3506998.000000 Penalty: 5109.639648
	Iteration 41Q: 3 clusters Score -3506998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -3507021.500000 Penalty: 5109.639648
	Iteration 42Q: 3 clusters Score -3507022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3507035.750000 Penalty: 5109.639648
	Iteration 43Q: 3 clusters Score -3507036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3507041.500000 Penalty: 5109.639648
	Iteration 44Q: 3 clusters Score -3507042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3507034.750000 Penalty: 5109.639648
	Iteration 45Q: 3 clusters Score -3507035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3507037.500000 Penalty: 5109.639648
	Iteration 46Q: 3 clusters Score -3507038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -3507044.500000 Penalty: 5109.639648
	Iteration 47Q: 3 clusters Score -3507044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3507061.250000 Penalty: 5109.639648
	Iteration 48Q: 3 clusters Score -3507061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3507055.250000 Penalty: 5109.639648
	Iteration 49Q: 3 clusters Score -3507055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3507063.500000 Penalty: 5109.639648
	Iteration 50Q: 3 clusters Score -3507064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -3507068.750000 Penalty: 5109.639648
	Iteration 51Q: 3 clusters Score -3507069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3507075.250000 Penalty: 5109.639648
	Iteration 52Q: 3 clusters Score -3507075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -3507081.750000 Penalty: 5109.639648
	Iteration 53Q: 3 clusters Score -3507082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3507088.500000 Penalty: 5109.639648
	Iteration 54Q: 3 clusters Score -3507088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3507100.500000 Penalty: 5109.639648
	Iteration 55Q: 3 clusters Score -3507100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3507101.250000 Penalty: 5109.639648
	Iteration 56Q: 3 clusters Score -3507101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -3507102.750000 Penalty: 5109.639648
	Iteration 57Q: 3 clusters Score -3507103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -3507109.250000 Penalty: 5109.639648
	Iteration 58Q: 3 clusters Score -3507109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -3507106.500000 Penalty: 5109.639648
	Iteration 59Q: 3 clusters Score -3507106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3507102.750000 Penalty: 5109.639648
	Iteration 60F: 3 clusters Score -3507103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 15214 members 
Mstep: Class 3 contains 19728 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 18851 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 5578 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 194288 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 106859 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 16 contains 383 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 20 contains 263980 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 29783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 28. Lose 3273.148926 but Gain 3377.015625
Score: -92649744.000000 Penalty: 91179.304688
Iteration 79Q: 28 clusters Score -9.264974e+07 nChanged 13289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 14998 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 12676 members 
Mstep: Class 5 contains 18813 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5699 members 
Mstep: Class 9 contains 13409 members 
Mstep: Class 10 contains 195596 members 
Mstep: Class 11 contains 9328 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 108911 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 6329 members 
Mstep: Class 16 contains 430 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 1867 members 
Mstep: Class 19 contains 67357 members 
Mstep: Class 20 contains 262472 members 
Mstep: Class 21 contains 1864 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 602 members 
Mstep: Class 24 contains 30000 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 521 members 
Mstep: Class 27 contains 6395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92654480.000000 Penalty: 91179.304688
Iteration 80F: 28 clusters Score -9.265448e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 14801 members 
Mstep: Class 3 contains 20971 members 
Mstep: Class 4 contains 12658 members 
Mstep: Class 5 contains 18762 members 
Mstep: Class 6 contains 2390 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5718 members 
Mstep: Class 9 contains 13223 members 
Mstep: Class 10 contains 195959 members 
Mstep: Class 11 contains 9199 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 110712 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 6329 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 67173 members 
Mstep: Class 20 contains 259743 members 
Mstep: Class 21 contains 1888 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 591 members 
Mstep: Class 24 contains 30066 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 6915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92656400.000000 Penalty: 91179.304688
Iteration 81Q: 28 clusters Score -9.26564e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 14567 members 
Mstep: Class 3 contains 21426 members 
Mstep: Class 4 contains 12627 members 
Mstep: Class 5 contains 18721 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 13188 members 
Mstep: Class 10 contains 196372 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 112571 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 15 contains 6325 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 66874 members 
Mstep: Class 20 contains 257217 members 
Mstep: Class 21 contains 1908 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30140 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 7197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92657152.000000 Penalty: 91179.304688
Iteration 82Q: 28 clusters Score -9.265715e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 14360 members 
Mstep: Class 3 contains 21837 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 18686 members 
Mstep: Class 6 contains 2382 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5784 members 
Mstep: Class 9 contains 13193 members 
Mstep: Class 10 contains 196700 members 
Mstep: Class 11 contains 8975 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 114492 members 
Mstep: Class 14 contains 581 members 
Mstep: Class 15 contains 6325 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 66583 members 
Mstep: Class 20 contains 254738 members 
Mstep: Class 21 contains 1924 members 
Mstep: Class 22 contains 2540 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30191 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 7421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92658040.000000 Penalty: 91179.304688
Iteration 83Q: 28 clusters Score -9.265804e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 14147 members 
Mstep: Class 3 contains 22188 members 
Mstep: Class 4 contains 12524 members 
Mstep: Class 5 contains 18661 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5810 members 
Mstep: Class 9 contains 13220 members 
Mstep: Class 10 contains 196913 members 
Mstep: Class 11 contains 8862 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 116485 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 6327 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 1887 members 
Mstep: Class 19 contains 66317 members 
Mstep: Class 20 contains 252401 members 
Mstep: Class 21 contains 1918 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30230 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92659000.000000 Penalty: 91179.304688
Iteration 84Q: 28 clusters Score -9.2659e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 13941 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 5 contains 18639 members 
Mstep: Class 6 contains 2376 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5846 members 
Mstep: Class 9 contains 13234 members 
Mstep: Class 10 contains 196991 members 
Mstep: Class 11 contains 8746 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 118469 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6328 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 302 members 
Mstep: Class 18 contains 1893 members 
Mstep: Class 19 contains 66076 members 
Mstep: Class 20 contains 250203 members 
Mstep: Class 21 contains 1918 members 
Mstep: Class 22 contains 2535 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30268 members 
Mstep: Class 25 contains 526 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 7745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92659496.000000 Penalty: 91179.304688
Iteration 85Q: 28 clusters Score -9.26595e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 13731 members 
Mstep: Class 3 contains 22710 members 
Mstep: Class 4 contains 12449 members 
Mstep: Class 5 contains 18618 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5868 members 
Mstep: Class 9 contains 13248 members 
Mstep: Class 10 contains 196993 members 
Mstep: Class 11 contains 8644 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 120559 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6324 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 302 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 65880 members 
Mstep: Class 20 contains 248020 members 
Mstep: Class 21 contains 1920 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30305 members 
Mstep: Class 25 contains 528 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 7897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92659704.000000 Penalty: 91179.304688
Iteration 86Q: 28 clusters Score -9.26597e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 13515 members 
Mstep: Class 3 contains 22920 members 
Mstep: Class 4 contains 12427 members 
Mstep: Class 5 contains 18602 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5877 members 
Mstep: Class 9 contains 13245 members 
Mstep: Class 10 contains 196894 members 
Mstep: Class 11 contains 8542 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 122740 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6328 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 65719 members 
Mstep: Class 20 contains 245893 members 
Mstep: Class 21 contains 1920 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30334 members 
Mstep: Class 25 contains 530 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 8025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92660216.000000 Penalty: 91179.304688
Iteration 87Q: 28 clusters Score -9.266022e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 13316 members 
Mstep: Class 3 contains 23084 members 
Mstep: Class 4 contains 12399 members 
Mstep: Class 5 contains 18584 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5883 members 
Mstep: Class 9 contains 13242 members 
Mstep: Class 10 contains 196756 members 
Mstep: Class 11 contains 8452 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 124887 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6332 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 65607 members 
Mstep: Class 20 contains 243862 members 
Mstep: Class 21 contains 1921 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30333 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 8144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92660872.000000 Penalty: 91179.304688
Iteration 88Q: 28 clusters Score -9.266087e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 13111 members 
Mstep: Class 3 contains 23228 members 
Mstep: Class 4 contains 12356 members 
Mstep: Class 5 contains 18561 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 13240 members 
Mstep: Class 10 contains 196560 members 
Mstep: Class 11 contains 8344 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 127077 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6332 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 65505 members 
Mstep: Class 20 contains 241889 members 
Mstep: Class 21 contains 1921 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30321 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 8262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92661640.000000 Penalty: 91179.304688
Iteration 89Q: 28 clusters Score -9.266164e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 12927 members 
Mstep: Class 3 contains 23354 members 
Mstep: Class 4 contains 12303 members 
Mstep: Class 5 contains 18537 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5910 members 
Mstep: Class 9 contains 13232 members 
Mstep: Class 10 contains 196315 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 129253 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 1897 members 
Mstep: Class 19 contains 65419 members 
Mstep: Class 20 contains 239975 members 
Mstep: Class 21 contains 1918 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30331 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 8388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92662368.000000 Penalty: 91179.304688
Iteration 90Q: 28 clusters Score -9.266237e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 12741 members 
Mstep: Class 3 contains 23457 members 
Mstep: Class 4 contains 12241 members 
Mstep: Class 5 contains 18531 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5914 members 
Mstep: Class 9 contains 13229 members 
Mstep: Class 10 contains 196062 members 
Mstep: Class 11 contains 8091 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 131442 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 65364 members 
Mstep: Class 20 contains 238046 members 
Mstep: Class 21 contains 1919 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30325 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 8503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92663032.000000 Penalty: 91179.304688
Iteration 91Q: 28 clusters Score -9.266303e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 12556 members 
Mstep: Class 3 contains 23561 members 
Mstep: Class 4 contains 12171 members 
Mstep: Class 5 contains 18507 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5914 members 
Mstep: Class 9 contains 13226 members 
Mstep: Class 10 contains 195779 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 133623 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 6332 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 65302 members 
Mstep: Class 20 contains 236187 members 
Mstep: Class 21 contains 1918 members 
Mstep: Class 22 contains 2548 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30326 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 8607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92663768.000000 Penalty: 91179.304688
Iteration 92Q: 28 clusters Score -9.266377e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 12360 members 
Mstep: Class 3 contains 23648 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 18494 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5918 members 
Mstep: Class 9 contains 13222 members 
Mstep: Class 10 contains 195521 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 135806 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6331 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 65266 members 
Mstep: Class 20 contains 234290 members 
Mstep: Class 21 contains 1916 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30308 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 8703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92664040.000000 Penalty: 91179.304688
Iteration 93Q: 28 clusters Score -9.266404e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 12154 members 
Mstep: Class 3 contains 23749 members 
Mstep: Class 4 contains 12045 members 
Mstep: Class 5 contains 18475 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5923 members 
Mstep: Class 9 contains 13209 members 
Mstep: Class 10 contains 195185 members 
Mstep: Class 11 contains 7729 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 138035 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6332 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 65208 members 
Mstep: Class 20 contains 232462 members 
Mstep: Class 21 contains 1917 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30290 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 8806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92664248.000000 Penalty: 91179.304688
Iteration 94Q: 28 clusters Score -9.266425e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 11926 members 
Mstep: Class 3 contains 23818 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 18455 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5924 members 
Mstep: Class 9 contains 13213 members 
Mstep: Class 10 contains 194773 members 
Mstep: Class 11 contains 7619 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 140324 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6330 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 65142 members 
Mstep: Class 20 contains 230699 members 
Mstep: Class 21 contains 1917 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30274 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 8927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92664952.000000 Penalty: 91179.304688
Iteration 95Q: 28 clusters Score -9.266495e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 11720 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 11907 members 
Mstep: Class 5 contains 18423 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5932 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 194310 members 
Mstep: Class 11 contains 7503 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 142640 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 65107 members 
Mstep: Class 20 contains 228916 members 
Mstep: Class 21 contains 1916 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30263 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 9039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92665176.000000 Penalty: 91179.304688
Iteration 96Q: 28 clusters Score -9.266518e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 23974 members 
Mstep: Class 4 contains 11829 members 
Mstep: Class 5 contains 18382 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5941 members 
Mstep: Class 9 contains 13210 members 
Mstep: Class 10 contains 193865 members 
Mstep: Class 11 contains 7397 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 145035 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6322 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 65085 members 
Mstep: Class 20 contains 227035 members 
Mstep: Class 21 contains 1916 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30251 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 9153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92665648.000000 Penalty: 91179.304688
Iteration 97Q: 28 clusters Score -9.266565e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 11314 members 
Mstep: Class 3 contains 24030 members 
Mstep: Class 4 contains 11757 members 
Mstep: Class 5 contains 18343 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5940 members 
Mstep: Class 9 contains 13206 members 
Mstep: Class 10 contains 193441 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 147533 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6319 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 65063 members 
Mstep: Class 20 contains 225021 members 
Mstep: Class 21 contains 1917 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30245 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 9285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92666112.000000 Penalty: 91179.304688
Iteration 98Q: 28 clusters Score -9.266611e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 11123 members 
Mstep: Class 3 contains 24085 members 
Mstep: Class 4 contains 11668 members 
Mstep: Class 5 contains 18309 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5939 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 192926 members 
Mstep: Class 11 contains 7156 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 150119 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 65021 members 
Mstep: Class 20 contains 223021 members 
Mstep: Class 21 contains 1917 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30255 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 9401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92666456.000000 Penalty: 91179.304688
Iteration 99Q: 28 clusters Score -9.266646e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 10957 members 
Mstep: Class 3 contains 24137 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 18298 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5930 members 
Mstep: Class 9 contains 13199 members 
Mstep: Class 10 contains 192382 members 
Mstep: Class 11 contains 7030 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 152786 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6327 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 64984 members 
Mstep: Class 20 contains 220923 members 
Mstep: Class 21 contains 1918 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30262 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 9496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667328.000000 Penalty: 91179.304688
Iteration 100F: 28 clusters Score -9.266733e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 10797 members 
Mstep: Class 3 contains 24197 members 
Mstep: Class 4 contains 11468 members 
Mstep: Class 5 contains 18271 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5920 members 
Mstep: Class 9 contains 13198 members 
Mstep: Class 10 contains 191853 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 155464 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 310 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 64961 members 
Mstep: Class 20 contains 218817 members 
Mstep: Class 21 contains 1912 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30269 members 
Mstep: Class 25 contains 541 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 9598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92668720.000000 Penalty: 91179.304688
Iteration 101Q: 28 clusters Score -9.266872e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 10616 members 
Mstep: Class 3 contains 24236 members 
Mstep: Class 4 contains 11349 members 
Mstep: Class 5 contains 18237 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5909 members 
Mstep: Class 9 contains 13190 members 
Mstep: Class 10 contains 191205 members 
Mstep: Class 11 contains 6763 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 158339 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6337 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 64927 members 
Mstep: Class 20 contains 216709 members 
Mstep: Class 21 contains 1903 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30266 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 9707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669808.000000 Penalty: 91179.304688
Iteration 102Q: 28 clusters Score -9.266981e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 10400 members 
Mstep: Class 3 contains 24244 members 
Mstep: Class 4 contains 11228 members 
Mstep: Class 5 contains 18207 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5894 members 
Mstep: Class 9 contains 13175 members 
Mstep: Class 10 contains 190521 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 161310 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6335 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 338 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 64912 members 
Mstep: Class 20 contains 214629 members 
Mstep: Class 21 contains 1907 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30239 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 9813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670432.000000 Penalty: 91179.304688
Iteration 103Q: 28 clusters Score -9.267043e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 10224 members 
Mstep: Class 3 contains 24271 members 
Mstep: Class 4 contains 11118 members 
Mstep: Class 5 contains 18196 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5882 members 
Mstep: Class 9 contains 13169 members 
Mstep: Class 10 contains 189792 members 
Mstep: Class 11 contains 6528 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 164361 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6339 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 64921 members 
Mstep: Class 20 contains 212407 members 
Mstep: Class 21 contains 1905 members 
Mstep: Class 22 contains 2548 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30200 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 9914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671136.000000 Penalty: 91179.304688
Iteration 104Q: 28 clusters Score -9.267114e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 10049 members 
Mstep: Class 3 contains 24297 members 
Mstep: Class 4 contains 10999 members 
Mstep: Class 5 contains 18166 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5865 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 189032 members 
Mstep: Class 11 contains 6454 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 167461 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6339 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 345 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 64927 members 
Mstep: Class 20 contains 210161 members 
Mstep: Class 21 contains 1902 members 
Mstep: Class 22 contains 2548 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30155 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 10019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671872.000000 Penalty: 91179.304688
Iteration 105Q: 28 clusters Score -9.267187e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 9856 members 
Mstep: Class 3 contains 24341 members 
Mstep: Class 4 contains 10889 members 
Mstep: Class 5 contains 18127 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 13146 members 
Mstep: Class 10 contains 188292 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 170685 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6337 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 345 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 64952 members 
Mstep: Class 20 contains 207822 members 
Mstep: Class 21 contains 1910 members 
Mstep: Class 22 contains 2548 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30106 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 10107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672432.000000 Penalty: 91179.304688
Iteration 106Q: 28 clusters Score -9.267243e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 9669 members 
Mstep: Class 3 contains 24375 members 
Mstep: Class 4 contains 10742 members 
Mstep: Class 5 contains 18097 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5854 members 
Mstep: Class 9 contains 13140 members 
Mstep: Class 10 contains 187623 members 
Mstep: Class 11 contains 6259 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 173950 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6331 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 64984 members 
Mstep: Class 20 contains 205358 members 
Mstep: Class 21 contains 1917 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30076 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 10204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672912.000000 Penalty: 91179.304688
Iteration 107Q: 28 clusters Score -9.267291e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 9462 members 
Mstep: Class 3 contains 24397 members 
Mstep: Class 4 contains 10580 members 
Mstep: Class 5 contains 18076 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 13128 members 
Mstep: Class 10 contains 186955 members 
Mstep: Class 11 contains 6143 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 177406 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6335 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 65008 members 
Mstep: Class 20 contains 202737 members 
Mstep: Class 21 contains 1926 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30056 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 10312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673280.000000 Penalty: 91179.304688
Iteration 108Q: 28 clusters Score -9.267328e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 3 contains 24419 members 
Mstep: Class 4 contains 10412 members 
Mstep: Class 5 contains 18069 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 13118 members 
Mstep: Class 10 contains 186366 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 180959 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6334 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 65010 members 
Mstep: Class 20 contains 199950 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 2543 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30028 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 10426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92674360.000000 Penalty: 91179.304688
Iteration 109Q: 28 clusters Score -9.267436e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 9079 members 
Mstep: Class 3 contains 24439 members 
Mstep: Class 4 contains 10249 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 13117 members 
Mstep: Class 10 contains 185725 members 
Mstep: Class 11 contains 5917 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 184684 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 6334 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 65013 members 
Mstep: Class 20 contains 197000 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30006 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 10550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92675312.000000 Penalty: 91179.304688
Iteration 110Q: 28 clusters Score -9.267531e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 24479 members 
Mstep: Class 4 contains 10071 members 
Mstep: Class 5 contains 18044 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 185068 members 
Mstep: Class 11 contains 5825 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 188465 members 
Mstep: Class 14 contains 590 members 
Mstep: Class 15 contains 6337 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 65007 members 
Mstep: Class 20 contains 193973 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 2533 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30006 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 10666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92676040.000000 Penalty: 91179.304688
Iteration 111Q: 28 clusters Score -9.267604e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 24499 members 
Mstep: Class 4 contains 9898 members 
Mstep: Class 5 contains 18009 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 13113 members 
Mstep: Class 10 contains 184366 members 
Mstep: Class 11 contains 5738 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 192350 members 
Mstep: Class 14 contains 590 members 
Mstep: Class 15 contains 6338 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 64977 members 
Mstep: Class 20 contains 190973 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 2529 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 29981 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 10778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92676912.000000 Penalty: 91179.304688
Iteration 112Q: 28 clusters Score -9.267691e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 8504 members 
Mstep: Class 3 contains 24498 members 
Mstep: Class 4 contains 9722 members 
Mstep: Class 5 contains 17983 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 13101 members 
Mstep: Class 10 contains 183629 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 196458 members 
Mstep: Class 14 contains 590 members 
Mstep: Class 15 contains 6345 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 64950 members 
Mstep: Class 20 contains 187854 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 29934 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 10892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678400.000000 Penalty: 91179.304688
Iteration 113Q: 28 clusters Score -9.26784e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 24511 members 
Mstep: Class 4 contains 9520 members 
Mstep: Class 5 contains 17946 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5717 members 
Mstep: Class 9 contains 13087 members 
Mstep: Class 10 contains 182831 members 
Mstep: Class 11 contains 5513 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 200626 members 
Mstep: Class 14 contains 590 members 
Mstep: Class 15 contains 6347 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 64943 members 
Mstep: Class 20 contains 184732 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 29897 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 10998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92679416.000000 Penalty: 91179.304688
Iteration 114Q: 28 clusters Score -9.267942e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 8116 members 
Mstep: Class 3 contains 24527 members 
Mstep: Class 4 contains 9315 members 
Mstep: Class 5 contains 17906 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5695 members 
Mstep: Class 9 contains 13083 members 
Mstep: Class 10 contains 181968 members 
Mstep: Class 11 contains 5417 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 204802 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 6348 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 64932 members 
Mstep: Class 20 contains 181578 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 29892 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 11133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680312.000000 Penalty: 91179.304688
Iteration 115Q: 28 clusters Score -9.268031e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 24524 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 17869 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5667 members 
Mstep: Class 9 contains 13071 members 
Mstep: Class 10 contains 181069 members 
Mstep: Class 11 contains 5279 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 209165 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 6348 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 1897 members 
Mstep: Class 19 contains 64886 members 
Mstep: Class 20 contains 178334 members 
Mstep: Class 21 contains 1936 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 29893 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 11295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681448.000000 Penalty: 91179.304688
Iteration 116Q: 28 clusters Score -9.268145e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 7715 members 
Mstep: Class 3 contains 24515 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 17828 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5634 members 
Mstep: Class 9 contains 13066 members 
Mstep: Class 10 contains 180095 members 
Mstep: Class 11 contains 5161 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 213582 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 64874 members 
Mstep: Class 20 contains 175102 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 29899 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 11464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92682120.000000 Penalty: 91179.304688
Iteration 117Q: 28 clusters Score -9.268212e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 7507 members 
Mstep: Class 3 contains 24514 members 
Mstep: Class 4 contains 8719 members 
Mstep: Class 5 contains 17779 members 
Mstep: Class 6 contains 2371 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 13051 members 
Mstep: Class 10 contains 179074 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 218041 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 64858 members 
Mstep: Class 20 contains 171839 members 
Mstep: Class 21 contains 1939 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 29944 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 11628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92683848.000000 Penalty: 91179.304688
Iteration 118Q: 28 clusters Score -9.268385e+07 nChanged 7281
Entering ConstructFrom: 
Score: -92683848.000000 Penalty: 91179.304688
Entering ConstructFrom: 
Trying to split cluster 1 (42414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Entering Unmasked Estep 
Score: -4742968.000000 Penalty: 2642.497803
	Iteration 0F: 2 clusters Score -4742968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -4714251.500000 Penalty: 5284.995605
	Iteration 0F: 3 clusters Score -4714252 nChanged 19459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -4725027.500000 Penalty: 5284.995605
	Iteration 1F: 3 clusters Score -4725028 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -4726431.000000 Penalty: 5284.995605
	Iteration 2F: 3 clusters Score -4726431 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -4729306.000000 Penalty: 5284.995605
	Iteration 3F: 3 clusters Score -4729306 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -4733765.000000 Penalty: 5284.995605
	Iteration 4F: 3 clusters Score -4733765 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -4738545.500000 Penalty: 5284.995605
	Iteration 5F: 3 clusters Score -4738546 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4741688.000000 Penalty: 5284.995605
	Iteration 6F: 3 clusters Score -4741688 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -4742924.000000 Penalty: 5284.995605
	Iteration 7Q: 3 clusters Score -4742924 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4743248.500000 Penalty: 5284.995605
	Iteration 8Q: 3 clusters Score -4743248 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4743350.000000 Penalty: 5284.995605
	Iteration 9Q: 3 clusters Score -4743350 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -4743372.000000 Penalty: 5284.995605
	Iteration 10Q: 3 clusters Score -4743372 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -4743378.000000 Penalty: 5284.995605
	Iteration 11Q: 3 clusters Score -4743378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -4743389.500000 Penalty: 5284.995605
	Iteration 12Q: 3 clusters Score -4743390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -4743393.000000 Penalty: 5284.995605
	Iteration 13Q: 3 clusters Score -4743393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4743394.000000 Penalty: 5284.995605
	Iteration 14Q: 3 clusters Score -4743394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -4743402.500000 Penalty: 5284.995605
	Iteration 15Q: 3 clusters Score -4743402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -4743404.000000 Penalty: 5284.995605
	Iteration 16Q: 3 clusters Score -4743404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -4743404.500000 Penalty: 5284.995605
	Iteration 17Q: 3 clusters Score -4743404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4743400.500000 Penalty: 5284.995605
	Iteration 18Q: 3 clusters Score -4743400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -4743401.000000 Penalty: 5284.995605
	Iteration 19Q: 3 clusters Score -4743401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -4743402.500000 Penalty: 5284.995605
	Iteration 20F: 3 clusters Score -4743402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -4743402.000000 Penalty: 5284.995605
	Iteration 21Q: 3 clusters Score -4743402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -4743394.500000 Penalty: 5284.995605
	Iteration 22Q: 3 clusters Score -4743394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -4743397.000000 Penalty: 5284.995605
	Iteration 23Q: 3 clusters Score -4743397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -4743400.500000 Penalty: 5284.995605
	Iteration 24Q: 3 clusters Score -4743400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4743400.000000 Penalty: 5284.995605
	Iteration 25Q: 3 clusters Score -4743400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -4743397.500000 Penalty: 5284.995605
	Iteration 26Q: 3 clusters Score -4743398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -4743395.500000 Penalty: 5284.995605
	Iteration 27Q: 3 clusters Score -4743396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -4743396.000000 Penalty: 5284.995605
	Iteration 28Q: 3 clusters Score -4743396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4743395.000000 Penalty: 5284.995605
	Iteration 29Q: 3 clusters Score -4743395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4743397.000000 Penalty: 5284.995605
	Iteration 30Q: 3 clusters Score -4743397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -4743397.500000 Penalty: 5284.995605
	Iteration 31Q: 3 clusters Score -4743398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -4743403.500000 Penalty: 5284.995605
	Iteration 32Q: 3 clusters Score -4743404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -4743406.000000 Penalty: 5284.995605
	Iteration 33Q: 3 clusters Score -4743406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4743406.000000 Penalty: 5284.995605
	Iteration 34Q: 3 clusters Score -4743406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -4743397.000000 Penalty: 5284.995605
	Iteration 35Q: 3 clusters Score -4743397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -4743400.500000 Penalty: 5284.995605
	Iteration 36Q: 3 clusters Score -4743400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -4743394.000000 Penalty: 5284.995605
	Iteration 37Q: 3 clusters Score -4743394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -4743394.000000 Penalty: 5284.995605
	Iteration 38Q: 3 clusters Score -4743394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4743401.000000 Penalty: 5284.995605
	Iteration 39Q: 3 clusters Score -4743401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -4743403.000000 Penalty: 5284.995605
	Iteration 40F: 3 clusters Score -4743403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4743398.000000 Penalty: 5284.995605
	Iteration 41Q: 3 clusters Score -4743398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4743399.000000 Penalty: 5284.995605
	Iteration 42Q: 3 clusters Score -4743399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -4743393.500000 Penalty: 5284.995605
	Iteration 43Q: 3 clusters Score -4743394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -4743393.500000 Penalty: 5284.995605
	Iteration 44F: 3 clusters Score -4743394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 24511 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 17750 members 
Mstep: Class 6 contains 2371 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 13036 members 
Mstep: Class 10 contains 178031 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 222707 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6339 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 64833 members 
Mstep: Class 20 contains 168461 members 
Mstep: Class 21 contains 1941 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 29955 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 11804 members 
Mstep: Class 28 contains 36134 members 
Entering Unmasked Estep 
Score: -92684056.000000 Penalty: 94556.320312
Splitting cluster 1 changes total score from -92683848.000000 to -92684056.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 2 (7297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Entering Unmasked Estep 
Score: -839365.250000 Penalty: 2206.014160
	Iteration 0F: 2 clusters Score -839365.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -833373.875000 Penalty: 4412.028320
	Iteration 0F: 3 clusters Score -833373.9 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -834986.187500 Penalty: 4412.028320
	Iteration 1F: 3 clusters Score -834986.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -835266.312500 Penalty: 4412.028320
	Iteration 2F: 3 clusters Score -835266.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -835488.125000 Penalty: 4412.028320
	Iteration 3F: 3 clusters Score -835488.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -835664.375000 Penalty: 4412.028320
	Iteration 4Q: 3 clusters Score -835664.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -835836.375000 Penalty: 4412.028320
	Iteration 5Q: 3 clusters Score -835836.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -836008.312500 Penalty: 4412.028320
	Iteration 6Q: 3 clusters Score -836008.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -836205.687500 Penalty: 4412.028320
	Iteration 7Q: 3 clusters Score -836205.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -836402.000000 Penalty: 4412.028320
	Iteration 8Q: 3 clusters Score -836402 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -836614.562500 Penalty: 4412.028320
	Iteration 9Q: 3 clusters Score -836614.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -836841.062500 Penalty: 4412.028320
	Iteration 10Q: 3 clusters Score -836841.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -837083.562500 Penalty: 4412.028320
	Iteration 11Q: 3 clusters Score -837083.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -837304.875000 Penalty: 4412.028320
	Iteration 12Q: 3 clusters Score -837304.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -837505.562500 Penalty: 4412.028320
	Iteration 13Q: 3 clusters Score -837505.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -837703.812500 Penalty: 4412.028320
	Iteration 14Q: 3 clusters Score -837703.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -837855.562500 Penalty: 4412.028320
	Iteration 15Q: 3 clusters Score -837855.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -837968.562500 Penalty: 4412.028320
	Iteration 16Q: 3 clusters Score -837968.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -838066.000000 Penalty: 4412.028320
	Iteration 17Q: 3 clusters Score -838066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -838124.187500 Penalty: 4412.028320
	Iteration 18Q: 3 clusters Score -838124.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -838173.375000 Penalty: 4412.028320
	Iteration 19Q: 3 clusters Score -838173.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -838214.125000 Penalty: 4412.028320
	Iteration 20F: 3 clusters Score -838214.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -838242.812500 Penalty: 4412.028320
	Iteration 21Q: 3 clusters Score -838242.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -838258.875000 Penalty: 4412.028320
	Iteration 22Q: 3 clusters Score -838258.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -838270.937500 Penalty: 4412.028320
	Iteration 23Q: 3 clusters Score -838270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -838279.125000 Penalty: 4412.028320
	Iteration 24Q: 3 clusters Score -838279.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -838287.687500 Penalty: 4412.028320
	Iteration 25Q: 3 clusters Score -838287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -838291.625000 Penalty: 4412.028320
	Iteration 26Q: 3 clusters Score -838291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -838293.437500 Penalty: 4412.028320
	Iteration 27Q: 3 clusters Score -838293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -838295.437500 Penalty: 4412.028320
	Iteration 28Q: 3 clusters Score -838295.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -838297.062500 Penalty: 4412.028320
	Iteration 29Q: 3 clusters Score -838297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -838297.562500 Penalty: 4412.028320
	Iteration 30Q: 3 clusters Score -838297.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -838300.062500 Penalty: 4412.028320
	Iteration 31Q: 3 clusters Score -838300.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -838300.687500 Penalty: 4412.028320
	Iteration 32Q: 3 clusters Score -838300.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -838300.687500 Penalty: 4412.028320
	Iteration 33F: 3 clusters Score -838300.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Entering Unmasked Estep 
Score: -2883660.500000 Penalty: 2506.505615
	Iteration 0F: 2 clusters Score -2883660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2866726.250000 Penalty: 5013.011230
	Iteration 0F: 3 clusters Score -2866726 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2872521.500000 Penalty: 5013.011230
	Iteration 1F: 3 clusters Score -2872522 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2872922.000000 Penalty: 5013.011230
	Iteration 2F: 3 clusters Score -2872922 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2873265.500000 Penalty: 5013.011230
	Iteration 3Q: 3 clusters Score -2873266 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2873600.000000 Penalty: 5013.011230
	Iteration 4Q: 3 clusters Score -2873600 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2873887.750000 Penalty: 5013.011230
	Iteration 5Q: 3 clusters Score -2873888 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2874204.250000 Penalty: 5013.011230
	Iteration 6Q: 3 clusters Score -2874204 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2874572.250000 Penalty: 5013.011230
	Iteration 7Q: 3 clusters Score -2874572 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2874939.000000 Penalty: 5013.011230
	Iteration 8Q: 3 clusters Score -2874939 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2875343.000000 Penalty: 5013.011230
	Iteration 9Q: 3 clusters Score -2875343 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2875874.750000 Penalty: 5013.011230
	Iteration 10Q: 3 clusters Score -2875875 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2876477.750000 Penalty: 5013.011230
	Iteration 11Q: 3 clusters Score -2876478 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2877117.000000 Penalty: 5013.011230
	Iteration 12Q: 3 clusters Score -2877117 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2877756.500000 Penalty: 5013.011230
	Iteration 13Q: 3 clusters Score -2877756 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2878268.500000 Penalty: 5013.011230
	Iteration 14Q: 3 clusters Score -2878268 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2878611.250000 Penalty: 5013.011230
	Iteration 15Q: 3 clusters Score -2878611 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2878849.750000 Penalty: 5013.011230
	Iteration 16Q: 3 clusters Score -2878850 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2879007.500000 Penalty: 5013.011230
	Iteration 17Q: 3 clusters Score -2879008 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2879126.500000 Penalty: 5013.011230
	Iteration 18Q: 3 clusters Score -2879126 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2879226.750000 Penalty: 5013.011230
	Iteration 19Q: 3 clusters Score -2879227 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2879331.000000 Penalty: 5013.011230
	Iteration 20F: 3 clusters Score -2879331 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2879401.000000 Penalty: 5013.011230
	Iteration 21Q: 3 clusters Score -2879401 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2879472.750000 Penalty: 5013.011230
	Iteration 22Q: 3 clusters Score -2879473 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2879554.000000 Penalty: 5013.011230
	Iteration 23Q: 3 clusters Score -2879554 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2879618.000000 Penalty: 5013.011230
	Iteration 24Q: 3 clusters Score -2879618 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2879698.000000 Penalty: 5013.011230
	Iteration 25Q: 3 clusters Score -2879698 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2879764.000000 Penalty: 5013.011230
	Iteration 26Q: 3 clusters Score -2879764 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2879831.000000 Penalty: 5013.011230
	Iteration 27Q: 3 clusters Score -2879831 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2879903.750000 Penalty: 5013.011230
	Iteration 28Q: 3 clusters Score -2879904 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2880005.000000 Penalty: 5013.011230
	Iteration 29Q: 3 clusters Score -2880005 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2880096.000000 Penalty: 5013.011230
	Iteration 30Q: 3 clusters Score -2880096 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2880194.750000 Penalty: 5013.011230
	Iteration 31Q: 3 clusters Score -2880195 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2880294.500000 Penalty: 5013.011230
	Iteration 32Q: 3 clusters Score -2880294 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2880374.000000 Penalty: 5013.011230
	Iteration 33Q: 3 clusters Score -2880374 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2880469.250000 Penalty: 5013.011230
	Iteration 34Q: 3 clusters Score -2880469 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2880591.500000 Penalty: 5013.011230
	Iteration 35Q: 3 clusters Score -2880592 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2880700.750000 Penalty: 5013.011230
	Iteration 36Q: 3 clusters Score -2880701 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2880799.250000 Penalty: 5013.011230
	Iteration 37Q: 3 clusters Score -2880799 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2880893.000000 Penalty: 5013.011230
	Iteration 38Q: 3 clusters Score -2880893 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2880988.250000 Penalty: 5013.011230
	Iteration 39Q: 3 clusters Score -2880988 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2881065.750000 Penalty: 5013.011230
	Iteration 40F: 3 clusters Score -2881066 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2881123.250000 Penalty: 5013.011230
	Iteration 41Q: 3 clusters Score -2881123 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2881170.500000 Penalty: 5013.011230
	Iteration 42Q: 3 clusters Score -2881170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2881207.000000 Penalty: 5013.011230
	Iteration 43Q: 3 clusters Score -2881207 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2881248.750000 Penalty: 5013.011230
	Iteration 44Q: 3 clusters Score -2881249 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2881281.750000 Penalty: 5013.011230
	Iteration 45Q: 3 clusters Score -2881282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2881301.500000 Penalty: 5013.011230
	Iteration 46Q: 3 clusters Score -2881302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2881339.750000 Penalty: 5013.011230
	Iteration 47Q: 3 clusters Score -2881340 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2881367.250000 Penalty: 5013.011230
	Iteration 48Q: 3 clusters Score -2881367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2881385.250000 Penalty: 5013.011230
	Iteration 49Q: 3 clusters Score -2881385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2881404.500000 Penalty: 5013.011230
	Iteration 50Q: 3 clusters Score -2881404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2881427.250000 Penalty: 5013.011230
	Iteration 51Q: 3 clusters Score -2881427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2881446.750000 Penalty: 5013.011230
	Iteration 52Q: 3 clusters Score -2881447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2881464.250000 Penalty: 5013.011230
	Iteration 53Q: 3 clusters Score -2881464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2881469.250000 Penalty: 5013.011230
	Iteration 54Q: 3 clusters Score -2881469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2881481.500000 Penalty: 5013.011230
	Iteration 55Q: 3 clusters Score -2881482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2881491.500000 Penalty: 5013.011230
	Iteration 56Q: 3 clusters Score -2881492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2881498.750000 Penalty: 5013.011230
	Iteration 57Q: 3 clusters Score -2881499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2881505.750000 Penalty: 5013.011230
	Iteration 58Q: 3 clusters Score -2881506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2881507.250000 Penalty: 5013.011230
	Iteration 59Q: 3 clusters Score -2881507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2881512.000000 Penalty: 5013.011230
	Iteration 60F: 3 clusters Score -2881512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2881516.000000 Penalty: 5013.011230
	Iteration 61Q: 3 clusters Score -2881516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2881518.000000 Penalty: 5013.011230
	Iteration 62Q: 3 clusters Score -2881518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2881522.000000 Penalty: 5013.011230
	Iteration 63Q: 3 clusters Score -2881522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2881520.250000 Penalty: 5013.011230
	Iteration 64Q: 3 clusters Score -2881520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2881525.000000 Penalty: 5013.011230
	Iteration 65Q: 3 clusters Score -2881525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2881528.250000 Penalty: 5013.011230
	Iteration 66Q: 3 clusters Score -2881528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2881534.250000 Penalty: 5013.011230
	Iteration 67Q: 3 clusters Score -2881534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2881528.500000 Penalty: 5013.011230
	Iteration 68Q: 3 clusters Score -2881528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2881529.250000 Penalty: 5013.011230
	Iteration 69Q: 3 clusters Score -2881529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2881529.250000 Penalty: 5013.011230
	Iteration 70F: 3 clusters Score -2881529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Entering Unmasked Estep 
Score: -1020147.250000 Penalty: 2243.917969
	Iteration 0F: 2 clusters Score -1020147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1013406.312500 Penalty: 4487.835938
	Iteration 0F: 3 clusters Score -1013406 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1015341.062500 Penalty: 4487.835938
	Iteration 1F: 3 clusters Score -1015341 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1015587.250000 Penalty: 4487.835938
	Iteration 2F: 3 clusters Score -1015587 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1015772.625000 Penalty: 4487.835938
	Iteration 3Q: 3 clusters Score -1015773 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1015927.937500 Penalty: 4487.835938
	Iteration 4Q: 3 clusters Score -1015928 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1016036.937500 Penalty: 4487.835938
	Iteration 5Q: 3 clusters Score -1016037 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1016140.187500 Penalty: 4487.835938
	Iteration 6Q: 3 clusters Score -1016140 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1016244.062500 Penalty: 4487.835938
	Iteration 7Q: 3 clusters Score -1016244 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1016359.625000 Penalty: 4487.835938
	Iteration 8Q: 3 clusters Score -1016360 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1016487.500000 Penalty: 4487.835938
	Iteration 9Q: 3 clusters Score -1016488 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1016631.437500 Penalty: 4487.835938
	Iteration 10Q: 3 clusters Score -1016631 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1016822.875000 Penalty: 4487.835938
	Iteration 11Q: 3 clusters Score -1016823 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1017013.062500 Penalty: 4487.835938
	Iteration 12Q: 3 clusters Score -1017013 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1017187.687500 Penalty: 4487.835938
	Iteration 13Q: 3 clusters Score -1017188 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1017344.187500 Penalty: 4487.835938
	Iteration 14Q: 3 clusters Score -1017344 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1017498.250000 Penalty: 4487.835938
	Iteration 15Q: 3 clusters Score -1017498 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1017611.125000 Penalty: 4487.835938
	Iteration 16Q: 3 clusters Score -1017611 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1017711.500000 Penalty: 4487.835938
	Iteration 17Q: 3 clusters Score -1017712 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1017797.125000 Penalty: 4487.835938
	Iteration 18Q: 3 clusters Score -1017797 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1017875.875000 Penalty: 4487.835938
	Iteration 19Q: 3 clusters Score -1017876 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1017959.000000 Penalty: 4487.835938
	Iteration 20F: 3 clusters Score -1017959 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1018010.937500 Penalty: 4487.835938
	Iteration 21Q: 3 clusters Score -1018011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1018057.875000 Penalty: 4487.835938
	Iteration 22Q: 3 clusters Score -1018058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1018092.125000 Penalty: 4487.835938
	Iteration 23Q: 3 clusters Score -1018092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1018117.687500 Penalty: 4487.835938
	Iteration 24Q: 3 clusters Score -1018118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1018132.500000 Penalty: 4487.835938
	Iteration 25Q: 3 clusters Score -1018132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1018143.812500 Penalty: 4487.835938
	Iteration 26Q: 3 clusters Score -1018144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1018151.875000 Penalty: 4487.835938
	Iteration 27Q: 3 clusters Score -1018152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1018160.312500 Penalty: 4487.835938
	Iteration 28Q: 3 clusters Score -1018160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1018164.125000 Penalty: 4487.835938
	Iteration 29Q: 3 clusters Score -1018164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1018169.875000 Penalty: 4487.835938
	Iteration 30Q: 3 clusters Score -1018170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1018180.312500 Penalty: 4487.835938
	Iteration 31Q: 3 clusters Score -1018180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1018186.062500 Penalty: 4487.835938
	Iteration 32Q: 3 clusters Score -1018186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1018196.000000 Penalty: 4487.835938
	Iteration 33Q: 3 clusters Score -1018196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1018198.250000 Penalty: 4487.835938
	Iteration 34Q: 3 clusters Score -1018198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1018199.812500 Penalty: 4487.835938
	Iteration 35Q: 3 clusters Score -1018200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1018206.437500 Penalty: 4487.835938
	Iteration 36Q: 3 clusters Score -1018206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1018207.875000 Penalty: 4487.835938
	Iteration 37Q: 3 clusters Score -1018208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1018208.125000 Penalty: 4487.835938
	Iteration 38Q: 3 clusters Score -1018208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1018208.125000 Penalty: 4487.835938
	Iteration 39F: 3 clusters Score -1018208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Entering Unmasked Estep 
Score: -2083550.250000 Penalty: 2426.466797
	Iteration 0F: 2 clusters Score -2083550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2070983.375000 Penalty: 4852.933594
	Iteration 0F: 3 clusters Score -2070983 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2075064.375000 Penalty: 4852.933594
	Iteration 1F: 3 clusters Score -2075064 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2075467.125000 Penalty: 4852.933594
	Iteration 2F: 3 clusters Score -2075467 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2075820.000000 Penalty: 4852.933594
	Iteration 3Q: 3 clusters Score -2075820 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2076205.875000 Penalty: 4852.933594
	Iteration 4Q: 3 clusters Score -2076206 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2076652.375000 Penalty: 4852.933594
	Iteration 5Q: 3 clusters Score -2076652 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2077109.875000 Penalty: 4852.933594
	Iteration 6Q: 3 clusters Score -2077110 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2077605.000000 Penalty: 4852.933594
	Iteration 7Q: 3 clusters Score -2077605 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2078217.750000 Penalty: 4852.933594
	Iteration 8Q: 3 clusters Score -2078218 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2078956.500000 Penalty: 4852.933594
	Iteration 9F: 3 clusters Score -2078956 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2079760.875000 Penalty: 4852.933594
	Iteration 10F: 3 clusters Score -2079761 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2080483.250000 Penalty: 4852.933594
	Iteration 11F: 3 clusters Score -2080483 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2081085.625000 Penalty: 4852.933594
	Iteration 12Q: 3 clusters Score -2081086 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2081428.000000 Penalty: 4852.933594
	Iteration 13Q: 3 clusters Score -2081428 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2081631.875000 Penalty: 4852.933594
	Iteration 14Q: 3 clusters Score -2081632 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2081751.625000 Penalty: 4852.933594
	Iteration 15Q: 3 clusters Score -2081752 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2081807.000000 Penalty: 4852.933594
	Iteration 16Q: 3 clusters Score -2081807 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2081853.125000 Penalty: 4852.933594
	Iteration 17Q: 3 clusters Score -2081853 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2081879.500000 Penalty: 4852.933594
	Iteration 18Q: 3 clusters Score -2081880 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2081889.125000 Penalty: 4852.933594
	Iteration 19Q: 3 clusters Score -2081889 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2081897.375000 Penalty: 4852.933594
	Iteration 20F: 3 clusters Score -2081897 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2081904.500000 Penalty: 4852.933594
	Iteration 21Q: 3 clusters Score -2081904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2081906.375000 Penalty: 4852.933594
	Iteration 22Q: 3 clusters Score -2081906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2081921.125000 Penalty: 4852.933594
	Iteration 23Q: 3 clusters Score -2081921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2081921.750000 Penalty: 4852.933594
	Iteration 24Q: 3 clusters Score -2081922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2081932.250000 Penalty: 4852.933594
	Iteration 25Q: 3 clusters Score -2081932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2081934.375000 Penalty: 4852.933594
	Iteration 26Q: 3 clusters Score -2081934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2081933.500000 Penalty: 4852.933594
	Iteration 27Q: 3 clusters Score -2081934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2081936.750000 Penalty: 4852.933594
	Iteration 28Q: 3 clusters Score -2081937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2081940.750000 Penalty: 4852.933594
	Iteration 29Q: 3 clusters Score -2081941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2081943.750000 Penalty: 4852.933594
	Iteration 30Q: 3 clusters Score -2081944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2081946.750000 Penalty: 4852.933594
	Iteration 31Q: 3 clusters Score -2081947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2081947.750000 Penalty: 4852.933594
	Iteration 32Q: 3 clusters Score -2081948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2081949.000000 Penalty: 4852.933594
	Iteration 33Q: 3 clusters Score -2081949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2081948.375000 Penalty: 4852.933594
	Iteration 34Q: 3 clusters Score -2081948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2081950.375000 Penalty: 4852.933594
	Iteration 35Q: 3 clusters Score -2081950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2081948.625000 Penalty: 4852.933594
	Iteration 36Q: 3 clusters Score -2081949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2081952.875000 Penalty: 4852.933594
	Iteration 37Q: 3 clusters Score -2081953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2081952.625000 Penalty: 4852.933594
	Iteration 38Q: 3 clusters Score -2081953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2081950.625000 Penalty: 4852.933594
	Iteration 39Q: 3 clusters Score -2081951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2081951.250000 Penalty: 4852.933594
	Iteration 40F: 3 clusters Score -2081951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2081954.375000 Penalty: 4852.933594
	Iteration 41Q: 3 clusters Score -2081954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2081953.000000 Penalty: 4852.933594
	Iteration 42Q: 3 clusters Score -2081953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2081951.500000 Penalty: 4852.933594
	Iteration 43Q: 3 clusters Score -2081952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2081953.125000 Penalty: 4852.933594
	Iteration 44Q: 3 clusters Score -2081953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2081951.625000 Penalty: 4852.933594
	Iteration 45Q: 3 clusters Score -2081952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2081953.000000 Penalty: 4852.933594
	Iteration 46Q: 3 clusters Score -2081953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2081952.000000 Penalty: 4852.933594
	Iteration 47Q: 3 clusters Score -2081952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2081952.000000 Penalty: 4852.933594
	Iteration 48F: 3 clusters Score -2081952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Entering Unmasked Estep 
Score: -275111.812500 Penalty: 1927.224609
	Iteration 0F: 2 clusters Score -275111.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -272256.906250 Penalty: 3854.449219
	Iteration 0F: 3 clusters Score -272256.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -272751.562500 Penalty: 3854.449219
	Iteration 1F: 3 clusters Score -272751.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -272872.437500 Penalty: 3854.449219
	Iteration 2F: 3 clusters Score -272872.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -272935.312500 Penalty: 3854.449219
	Iteration 3Q: 3 clusters Score -272935.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -272970.093750 Penalty: 3854.449219
	Iteration 4Q: 3 clusters Score -272970.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -272994.000000 Penalty: 3854.449219
	Iteration 5Q: 3 clusters Score -272994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -273012.781250 Penalty: 3854.449219
	Iteration 6Q: 3 clusters Score -273012.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -273033.062500 Penalty: 3854.449219
	Iteration 7Q: 3 clusters Score -273033.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -273053.718750 Penalty: 3854.449219
	Iteration 8Q: 3 clusters Score -273053.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -273071.937500 Penalty: 3854.449219
	Iteration 9Q: 3 clusters Score -273071.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -273083.218750 Penalty: 3854.449219
	Iteration 10Q: 3 clusters Score -273083.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -273096.250000 Penalty: 3854.449219
	Iteration 11Q: 3 clusters Score -273096.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -273103.218750 Penalty: 3854.449219
	Iteration 12Q: 3 clusters Score -273103.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -273106.468750 Penalty: 3854.449219
	Iteration 13Q: 3 clusters Score -273106.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -273108.968750 Penalty: 3854.449219
	Iteration 14Q: 3 clusters Score -273109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -273110.000000 Penalty: 3854.449219
	Iteration 15Q: 3 clusters Score -273110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -273112.000000 Penalty: 3854.449219
	Iteration 16Q: 3 clusters Score -273112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -273113.531250 Penalty: 3854.449219
	Iteration 17Q: 3 clusters Score -273113.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -273117.156250 Penalty: 3854.449219
	Iteration 18Q: 3 clusters Score -273117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -273117.625000 Penalty: 3854.449219
	Iteration 19Q: 3 clusters Score -273117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -273118.125000 Penalty: 3854.449219
	Iteration 20F: 3 clusters Score -273118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58907.503906 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57321.871094 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -57321.87 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57508.019531 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -57508.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57598.953125 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -57598.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57675.585938 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57675.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57760.910156 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -57760.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57881.882812 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -57881.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58096.988281 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -58096.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58264.902344 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -58264.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58346.308594 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -58346.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58418.425781 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -58418.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58554.250000 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -58554.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58708.214844 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -58708.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58758.281250 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -58758.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58800.300781 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -58800.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -58816.722656 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -58816.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58827.476562 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -58827.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58828.679688 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -58828.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58830.570312 Penalty: 3151.767578
	Iteration 17F: 3 clusters Score -58830.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58842.097656 Penalty: 3151.767578
	Iteration 18Q: 3 clusters Score -58842.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -58857.503906 Penalty: 3151.767578
	Iteration 19Q: 3 clusters Score -58857.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58882.351562 Penalty: 3151.767578
	Iteration 20F: 3 clusters Score -58882.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58903.386719 Penalty: 3151.767578
	Iteration 21Q: 3 clusters Score -58903.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -58923.257812 Penalty: 3151.767578
	Iteration 22Q: 3 clusters Score -58923.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -58965.308594 Penalty: 3151.767578
	Iteration 23Q: 3 clusters Score -58965.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59004.605469 Penalty: 3151.767578
	Iteration 24Q: 3 clusters Score -59004.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59024.250000 Penalty: 3151.767578
	Iteration 25Q: 3 clusters Score -59024.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59028.593750 Penalty: 3151.767578
	Iteration 26Q: 3 clusters Score -59028.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59028.593750 Penalty: 3151.767578
	Iteration 27F: 3 clusters Score -59028.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 24511 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 17750 members 
Mstep: Class 6 contains 2371 members 
Mstep: Class 7 contains 411 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 13036 members 
Mstep: Class 10 contains 178031 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 222707 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6339 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 64833 members 
Mstep: Class 20 contains 168461 members 
Mstep: Class 21 contains 1941 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 29955 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 11804 members 
Mstep: Class 28 contains 36134 members 
Mstep: Class 29 contains 164 members 
Entering Unmasked Estep 
Score: -92682320.000000 Penalty: 97933.328125
Splitting cluster 7 changes total score from -92683848.000000 to -92682320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Entering Unmasked Estep 
Score: -632522.750000 Penalty: 2138.814453
	Iteration 0F: 2 clusters Score -632522.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -627648.000000 Penalty: 4277.628906
	Iteration 0F: 3 clusters Score -627648 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -628847.812500 Penalty: 4277.628906
	Iteration 1F: 3 clusters Score -628847.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -629048.000000 Penalty: 4277.628906
	Iteration 2F: 3 clusters Score -629048 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -629159.937500 Penalty: 4277.628906
	Iteration 3Q: 3 clusters Score -629159.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -629223.937500 Penalty: 4277.628906
	Iteration 4Q: 3 clusters Score -629223.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -629265.500000 Penalty: 4277.628906
	Iteration 5Q: 3 clusters Score -629265.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -629300.562500 Penalty: 4277.628906
	Iteration 6Q: 3 clusters Score -629300.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -629329.250000 Penalty: 4277.628906
	Iteration 7Q: 3 clusters Score -629329.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -629351.625000 Penalty: 4277.628906
	Iteration 8Q: 3 clusters Score -629351.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -629372.375000 Penalty: 4277.628906
	Iteration 9Q: 3 clusters Score -629372.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -629392.062500 Penalty: 4277.628906
	Iteration 10Q: 3 clusters Score -629392.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -629414.125000 Penalty: 4277.628906
	Iteration 11Q: 3 clusters Score -629414.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -629432.937500 Penalty: 4277.628906
	Iteration 12Q: 3 clusters Score -629432.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -629445.812500 Penalty: 4277.628906
	Iteration 13Q: 3 clusters Score -629445.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -629459.437500 Penalty: 4277.628906
	Iteration 14Q: 3 clusters Score -629459.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -629474.875000 Penalty: 4277.628906
	Iteration 15Q: 3 clusters Score -629474.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -629491.000000 Penalty: 4277.628906
	Iteration 16Q: 3 clusters Score -629491 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -629500.687500 Penalty: 4277.628906
	Iteration 17Q: 3 clusters Score -629500.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -629508.312500 Penalty: 4277.628906
	Iteration 18Q: 3 clusters Score -629508.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -629512.500000 Penalty: 4277.628906
	Iteration 19Q: 3 clusters Score -629512.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -629518.500000 Penalty: 4277.628906
	Iteration 20F: 3 clusters Score -629518.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -629524.125000 Penalty: 4277.628906
	Iteration 21Q: 3 clusters Score -629524.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -629525.125000 Penalty: 4277.628906
	Iteration 22Q: 3 clusters Score -629525.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -629528.812500 Penalty: 4277.628906
	Iteration 23Q: 3 clusters Score -629528.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -629530.000000 Penalty: 4277.628906
	Iteration 24Q: 3 clusters Score -629530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -629531.750000 Penalty: 4277.628906
	Iteration 25Q: 3 clusters Score -629531.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -629537.500000 Penalty: 4277.628906
	Iteration 26Q: 3 clusters Score -629537.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -629540.000000 Penalty: 4277.628906
	Iteration 27Q: 3 clusters Score -629540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -629545.062500 Penalty: 4277.628906
	Iteration 28Q: 3 clusters Score -629545.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -629549.437500 Penalty: 4277.628906
	Iteration 29Q: 3 clusters Score -629549.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -629556.375000 Penalty: 4277.628906
	Iteration 30Q: 3 clusters Score -629556.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -629559.625000 Penalty: 4277.628906
	Iteration 31Q: 3 clusters Score -629559.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -629561.687500 Penalty: 4277.628906
	Iteration 32Q: 3 clusters Score -629561.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -629565.875000 Penalty: 4277.628906
	Iteration 33Q: 3 clusters Score -629565.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -629568.937500 Penalty: 4277.628906
	Iteration 34Q: 3 clusters Score -629568.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -629574.312500 Penalty: 4277.628906
	Iteration 35Q: 3 clusters Score -629574.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -629575.062500 Penalty: 4277.628906
	Iteration 36Q: 3 clusters Score -629575.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -629579.625000 Penalty: 4277.628906
	Iteration 37Q: 3 clusters Score -629579.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -629582.500000 Penalty: 4277.628906
	Iteration 38Q: 3 clusters Score -629582.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -629586.312500 Penalty: 4277.628906
	Iteration 39Q: 3 clusters Score -629586.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -629590.437500 Penalty: 4277.628906
	Iteration 40F: 3 clusters Score -629590.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -629591.062500 Penalty: 4277.628906
	Iteration 41Q: 3 clusters Score -629591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -629591.437500 Penalty: 4277.628906
	Iteration 42Q: 3 clusters Score -629591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -629595.375000 Penalty: 4277.628906
	Iteration 43Q: 3 clusters Score -629595.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -629596.312500 Penalty: 4277.628906
	Iteration 44Q: 3 clusters Score -629596.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -629597.187500 Penalty: 4277.628906
	Iteration 45Q: 3 clusters Score -629597.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -629599.000000 Penalty: 4277.628906
	Iteration 46Q: 3 clusters Score -629599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -629600.062500 Penalty: 4277.628906
	Iteration 47Q: 3 clusters Score -629600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -629602.687500 Penalty: 4277.628906
	Iteration 48Q: 3 clusters Score -629602.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -629606.500000 Penalty: 4277.628906
	Iteration 49Q: 3 clusters Score -629606.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -629610.437500 Penalty: 4277.628906
	Iteration 50Q: 3 clusters Score -629610.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -629615.812500 Penalty: 4277.628906
	Iteration 51Q: 3 clusters Score -629615.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -629616.250000 Penalty: 4277.628906
	Iteration 52Q: 3 clusters Score -629616.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -629622.375000 Penalty: 4277.628906
	Iteration 53Q: 3 clusters Score -629622.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -629624.500000 Penalty: 4277.628906
	Iteration 54Q: 3 clusters Score -629624.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -629627.750000 Penalty: 4277.628906
	Iteration 55Q: 3 clusters Score -629627.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -629634.687500 Penalty: 4277.628906
	Iteration 56Q: 3 clusters Score -629634.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -629639.312500 Penalty: 4277.628906
	Iteration 57Q: 3 clusters Score -629639.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -629646.312500 Penalty: 4277.628906
	Iteration 58Q: 3 clusters Score -629646.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -629652.375000 Penalty: 4277.628906
	Iteration 59Q: 3 clusters Score -629652.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -629662.000000 Penalty: 4277.628906
	Iteration 60F: 3 clusters Score -629662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -629667.562500 Penalty: 4277.628906
	Iteration 61Q: 3 clusters Score -629667.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -629674.187500 Penalty: 4277.628906
	Iteration 62Q: 3 clusters Score -629674.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -629682.187500 Penalty: 4277.628906
	Iteration 63Q: 3 clusters Score -629682.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -629691.000000 Penalty: 4277.628906
	Iteration 64Q: 3 clusters Score -629691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -629697.937500 Penalty: 4277.628906
	Iteration 65Q: 3 clusters Score -629697.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -629702.937500 Penalty: 4277.628906
	Iteration 66Q: 3 clusters Score -629702.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -629707.187500 Penalty: 4277.628906
	Iteration 67Q: 3 clusters Score -629707.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -629714.125000 Penalty: 4277.628906
	Iteration 68Q: 3 clusters Score -629714.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -629716.875000 Penalty: 4277.628906
	Iteration 69Q: 3 clusters Score -629716.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -629722.500000 Penalty: 4277.628906
	Iteration 70Q: 3 clusters Score -629722.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -629725.250000 Penalty: 4277.628906
	Iteration 71Q: 3 clusters Score -629725.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -629729.812500 Penalty: 4277.628906
	Iteration 72Q: 3 clusters Score -629729.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -629733.250000 Penalty: 4277.628906
	Iteration 73Q: 3 clusters Score -629733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -629734.437500 Penalty: 4277.628906
	Iteration 74Q: 3 clusters Score -629734.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -629739.812500 Penalty: 4277.628906
	Iteration 75Q: 3 clusters Score -629739.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -629744.625000 Penalty: 4277.628906
	Iteration 76Q: 3 clusters Score -629744.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -629750.125000 Penalty: 4277.628906
	Iteration 77Q: 3 clusters Score -629750.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -629755.312500 Penalty: 4277.628906
	Iteration 78Q: 3 clusters Score -629755.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -629761.125000 Penalty: 4277.628906
	Iteration 79Q: 3 clusters Score -629761.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -629767.000000 Penalty: 4277.628906
	Iteration 80F: 3 clusters Score -629767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -629770.125000 Penalty: 4277.628906
	Iteration 81Q: 3 clusters Score -629770.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -629774.437500 Penalty: 4277.628906
	Iteration 82Q: 3 clusters Score -629774.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -629780.750000 Penalty: 4277.628906
	Iteration 83Q: 3 clusters Score -629780.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -629787.937500 Penalty: 4277.628906
	Iteration 84Q: 3 clusters Score -629787.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -629800.062500 Penalty: 4277.628906
	Iteration 85Q: 3 clusters Score -629800.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -629819.812500 Penalty: 4277.628906
	Iteration 86Q: 3 clusters Score -629819.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -629848.312500 Penalty: 4277.628906
	Iteration 87Q: 3 clusters Score -629848.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -629879.687500 Penalty: 4277.628906
	Iteration 88Q: 3 clusters Score -629879.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -629917.437500 Penalty: 4277.628906
	Iteration 89Q: 3 clusters Score -629917.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -629967.500000 Penalty: 4277.628906
	Iteration 90Q: 3 clusters Score -629967.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -630019.812500 Penalty: 4277.628906
	Iteration 91Q: 3 clusters Score -630019.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -630075.875000 Penalty: 4277.628906
	Iteration 92Q: 3 clusters Score -630075.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -630139.062500 Penalty: 4277.628906
	Iteration 93Q: 3 clusters Score -630139.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -630192.500000 Penalty: 4277.628906
	Iteration 94Q: 3 clusters Score -630192.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -630236.875000 Penalty: 4277.628906
	Iteration 95Q: 3 clusters Score -630236.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -630271.625000 Penalty: 4277.628906
	Iteration 96Q: 3 clusters Score -630271.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -630299.187500 Penalty: 4277.628906
	Iteration 97Q: 3 clusters Score -630299.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -630323.812500 Penalty: 4277.628906
	Iteration 98Q: 3 clusters Score -630323.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -630345.750000 Penalty: 4277.628906
	Iteration 99Q: 3 clusters Score -630345.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -630364.750000 Penalty: 4277.628906
	Iteration 100F: 3 clusters Score -630364.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -630392.062500 Penalty: 4277.628906
	Iteration 101Q: 3 clusters Score -630392.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -630420.625000 Penalty: 4277.628906
	Iteration 102Q: 3 clusters Score -630420.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -630444.187500 Penalty: 4277.628906
	Iteration 103Q: 3 clusters Score -630444.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -630468.250000 Penalty: 4277.628906
	Iteration 104Q: 3 clusters Score -630468.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -630501.125000 Penalty: 4277.628906
	Iteration 105Q: 3 clusters Score -630501.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -630523.812500 Penalty: 4277.628906
	Iteration 106Q: 3 clusters Score -630523.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -630539.437500 Penalty: 4277.628906
	Iteration 107Q: 3 clusters Score -630539.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -630556.750000 Penalty: 4277.628906
	Iteration 108Q: 3 clusters Score -630556.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -630565.187500 Penalty: 4277.628906
	Iteration 109Q: 3 clusters Score -630565.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -630570.125000 Penalty: 4277.628906
	Iteration 110Q: 3 clusters Score -630570.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -630574.312500 Penalty: 4277.628906
	Iteration 111Q: 3 clusters Score -630574.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -630579.500000 Penalty: 4277.628906
	Iteration 112Q: 3 clusters Score -630579.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -630585.312500 Penalty: 4277.628906
	Iteration 113Q: 3 clusters Score -630585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -630588.500000 Penalty: 4277.628906
	Iteration 114Q: 3 clusters Score -630588.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -630589.875000 Penalty: 4277.628906
	Iteration 115Q: 3 clusters Score -630589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -630590.500000 Penalty: 4277.628906
	Iteration 116Q: 3 clusters Score -630590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -630590.375000 Penalty: 4277.628906
	Iteration 117Q: 3 clusters Score -630590.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -630591.625000 Penalty: 4277.628906
	Iteration 118Q: 3 clusters Score -630591.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -630591.625000 Penalty: 4277.628906
	Iteration 119F: 3 clusters Score -630591.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Entering Unmasked Estep 
Score: -1408015.125000 Penalty: 2349.916504
	Iteration 0F: 2 clusters Score -1408015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1398456.750000 Penalty: 4699.833008
	Iteration 0F: 3 clusters Score -1398457 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1401286.125000 Penalty: 4699.833008
	Iteration 1F: 3 clusters Score -1401286 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1401571.375000 Penalty: 4699.833008
	Iteration 2F: 3 clusters Score -1401571 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1401807.250000 Penalty: 4699.833008
	Iteration 3Q: 3 clusters Score -1401807 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1402002.500000 Penalty: 4699.833008
	Iteration 4Q: 3 clusters Score -1402002 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1402161.500000 Penalty: 4699.833008
	Iteration 5Q: 3 clusters Score -1402162 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1402298.500000 Penalty: 4699.833008
	Iteration 6Q: 3 clusters Score -1402298 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1402386.750000 Penalty: 4699.833008
	Iteration 7Q: 3 clusters Score -1402387 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1402476.500000 Penalty: 4699.833008
	Iteration 8Q: 3 clusters Score -1402476 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1402553.750000 Penalty: 4699.833008
	Iteration 9Q: 3 clusters Score -1402554 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1402610.000000 Penalty: 4699.833008
	Iteration 10Q: 3 clusters Score -1402610 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1402662.125000 Penalty: 4699.833008
	Iteration 11Q: 3 clusters Score -1402662 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1402713.750000 Penalty: 4699.833008
	Iteration 12Q: 3 clusters Score -1402714 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1402767.000000 Penalty: 4699.833008
	Iteration 13Q: 3 clusters Score -1402767 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1402816.750000 Penalty: 4699.833008
	Iteration 14Q: 3 clusters Score -1402817 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1402884.875000 Penalty: 4699.833008
	Iteration 15Q: 3 clusters Score -1402885 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1402952.750000 Penalty: 4699.833008
	Iteration 16Q: 3 clusters Score -1402953 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1403045.750000 Penalty: 4699.833008
	Iteration 17Q: 3 clusters Score -1403046 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1403159.500000 Penalty: 4699.833008
	Iteration 18Q: 3 clusters Score -1403160 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1403284.125000 Penalty: 4699.833008
	Iteration 19Q: 3 clusters Score -1403284 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1403415.875000 Penalty: 4699.833008
	Iteration 20F: 3 clusters Score -1403416 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1403569.000000 Penalty: 4699.833008
	Iteration 21Q: 3 clusters Score -1403569 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1403743.000000 Penalty: 4699.833008
	Iteration 22Q: 3 clusters Score -1403743 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1403941.000000 Penalty: 4699.833008
	Iteration 23Q: 3 clusters Score -1403941 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1404211.750000 Penalty: 4699.833008
	Iteration 24Q: 3 clusters Score -1404212 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1404478.500000 Penalty: 4699.833008
	Iteration 25Q: 3 clusters Score -1404478 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1404738.500000 Penalty: 4699.833008
	Iteration 26Q: 3 clusters Score -1404738 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1405012.250000 Penalty: 4699.833008
	Iteration 27Q: 3 clusters Score -1405012 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1405274.375000 Penalty: 4699.833008
	Iteration 28Q: 3 clusters Score -1405274 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1405494.250000 Penalty: 4699.833008
	Iteration 29Q: 3 clusters Score -1405494 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1405642.750000 Penalty: 4699.833008
	Iteration 30Q: 3 clusters Score -1405643 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1405751.250000 Penalty: 4699.833008
	Iteration 31Q: 3 clusters Score -1405751 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1405826.625000 Penalty: 4699.833008
	Iteration 32Q: 3 clusters Score -1405827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1405868.500000 Penalty: 4699.833008
	Iteration 33Q: 3 clusters Score -1405868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1405898.625000 Penalty: 4699.833008
	Iteration 34Q: 3 clusters Score -1405899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1405923.625000 Penalty: 4699.833008
	Iteration 35Q: 3 clusters Score -1405924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1405941.375000 Penalty: 4699.833008
	Iteration 36Q: 3 clusters Score -1405941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1405956.500000 Penalty: 4699.833008
	Iteration 37Q: 3 clusters Score -1405956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1405964.875000 Penalty: 4699.833008
	Iteration 38Q: 3 clusters Score -1405965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1405970.250000 Penalty: 4699.833008
	Iteration 39Q: 3 clusters Score -1405970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1405979.875000 Penalty: 4699.833008
	Iteration 40F: 3 clusters Score -1405980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1405985.000000 Penalty: 4699.833008
	Iteration 41Q: 3 clusters Score -1405985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1405992.500000 Penalty: 4699.833008
	Iteration 42Q: 3 clusters Score -1405992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1405997.000000 Penalty: 4699.833008
	Iteration 43Q: 3 clusters Score -1405997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1405999.625000 Penalty: 4699.833008
	Iteration 44Q: 3 clusters Score -1406000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1406001.000000 Penalty: 4699.833008
	Iteration 45Q: 3 clusters Score -1406001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1406003.250000 Penalty: 4699.833008
	Iteration 46Q: 3 clusters Score -1406003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1406004.625000 Penalty: 4699.833008
	Iteration 47Q: 3 clusters Score -1406005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1406005.250000 Penalty: 4699.833008
	Iteration 48Q: 3 clusters Score -1406005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1406007.250000 Penalty: 4699.833008
	Iteration 49Q: 3 clusters Score -1406007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1406009.625000 Penalty: 4699.833008
	Iteration 50Q: 3 clusters Score -1406010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1406013.000000 Penalty: 4699.833008
	Iteration 51Q: 3 clusters Score -1406013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1406016.250000 Penalty: 4699.833008
	Iteration 52Q: 3 clusters Score -1406016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1406020.500000 Penalty: 4699.833008
	Iteration 53Q: 3 clusters Score -1406020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1406025.375000 Penalty: 4699.833008
	Iteration 54Q: 3 clusters Score -1406025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1406030.125000 Penalty: 4699.833008
	Iteration 55Q: 3 clusters Score -1406030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1406028.875000 Penalty: 4699.833008
	Iteration 56Q: 3 clusters Score -1406029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1406032.500000 Penalty: 4699.833008
	Iteration 57Q: 3 clusters Score -1406032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1406036.750000 Penalty: 4699.833008
	Iteration 58Q: 3 clusters Score -1406037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1406042.375000 Penalty: 4699.833008
	Iteration 59Q: 3 clusters Score -1406042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1406044.750000 Penalty: 4699.833008
	Iteration 60F: 3 clusters Score -1406045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (178031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178031 members 
Entering Unmasked Estep 
Score: -20639004.000000 Penalty: 2998.248779
	Iteration 0F: 2 clusters Score -2.0639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 89026 members 
Entering Unmasked Estep 
Score: -20521512.000000 Penalty: 5996.497559
	Iteration 0F: 3 clusters Score -2.052151e+07 nChanged 85685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Mstep: Class 2 contains 88849 members 
Entering Unmasked Estep 
Score: -20571422.000000 Penalty: 5996.497559
	Iteration 1F: 3 clusters Score -2.057142e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -20572468.000000 Penalty: 5996.497559
	Iteration 2Q: 3 clusters Score -2.057247e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90484 members 
Mstep: Class 2 contains 87547 members 
Entering Unmasked Estep 
Score: -20573650.000000 Penalty: 5996.497559
	Iteration 3Q: 3 clusters Score -2.057365e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 86284 members 
Entering Unmasked Estep 
Score: -20574742.000000 Penalty: 5996.497559
	Iteration 4Q: 3 clusters Score -2.057474e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 84396 members 
Entering Unmasked Estep 
Score: -20576484.000000 Penalty: 5996.497559
	Iteration 5Q: 3 clusters Score -2.057648e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -20578784.000000 Penalty: 5996.497559
	Iteration 6Q: 3 clusters Score -2.057878e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100622 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -20582140.000000 Penalty: 5996.497559
	Iteration 7Q: 3 clusters Score -2.058214e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -20587078.000000 Penalty: 5996.497559
	Iteration 8Q: 3 clusters Score -2.058708e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112714 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -20593666.000000 Penalty: 5996.497559
	Iteration 9F: 3 clusters Score -2.059367e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119556 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -20601868.000000 Penalty: 5996.497559
	Iteration 10F: 3 clusters Score -2.060187e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125509 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -20609626.000000 Penalty: 5996.497559
	Iteration 11F: 3 clusters Score -2.060963e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130094 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -20614854.000000 Penalty: 5996.497559
	Iteration 12Q: 3 clusters Score -2.061485e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133840 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -20617632.000000 Penalty: 5996.497559
	Iteration 13Q: 3 clusters Score -2.061763e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137269 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -20619220.000000 Penalty: 5996.497559
	Iteration 14Q: 3 clusters Score -2.061922e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140566 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -20620576.000000 Penalty: 5996.497559
	Iteration 15Q: 3 clusters Score -2.062058e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143903 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -20621898.000000 Penalty: 5996.497559
	Iteration 16Q: 3 clusters Score -2.06219e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147336 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -20623178.000000 Penalty: 5996.497559
	Iteration 17Q: 3 clusters Score -2.062318e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150857 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -20624634.000000 Penalty: 5996.497559
	Iteration 18Q: 3 clusters Score -2.062463e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154314 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -20626066.000000 Penalty: 5996.497559
	Iteration 19Q: 3 clusters Score -2.062607e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157775 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -20627696.000000 Penalty: 5996.497559
	Iteration 20F: 3 clusters Score -2.06277e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161093 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -20629162.000000 Penalty: 5996.497559
	Iteration 21Q: 3 clusters Score -2.062916e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164209 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -20630854.000000 Penalty: 5996.497559
	Iteration 22Q: 3 clusters Score -2.063085e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166941 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -20632210.000000 Penalty: 5996.497559
	Iteration 23Q: 3 clusters Score -2.063221e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169318 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -20633398.000000 Penalty: 5996.497559
	Iteration 24Q: 3 clusters Score -2.06334e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171196 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -20634446.000000 Penalty: 5996.497559
	Iteration 25Q: 3 clusters Score -2.063445e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172743 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -20635180.000000 Penalty: 5996.497559
	Iteration 26Q: 3 clusters Score -2.063518e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173860 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -20635740.000000 Penalty: 5996.497559
	Iteration 27Q: 3 clusters Score -2.063574e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174628 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -20636100.000000 Penalty: 5996.497559
	Iteration 28Q: 3 clusters Score -2.06361e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175158 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -20636336.000000 Penalty: 5996.497559
	Iteration 29Q: 3 clusters Score -2.063634e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175562 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -20636496.000000 Penalty: 5996.497559
	Iteration 30Q: 3 clusters Score -2.06365e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175828 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -20636676.000000 Penalty: 5996.497559
	Iteration 31Q: 3 clusters Score -2.063668e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176013 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -20636834.000000 Penalty: 5996.497559
	Iteration 32Q: 3 clusters Score -2.063683e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176153 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -20637068.000000 Penalty: 5996.497559
	Iteration 33Q: 3 clusters Score -2.063707e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176226 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -20637216.000000 Penalty: 5996.497559
	Iteration 34Q: 3 clusters Score -2.063722e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176262 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -20637350.000000 Penalty: 5996.497559
	Iteration 35Q: 3 clusters Score -2.063735e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176257 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -20637488.000000 Penalty: 5996.497559
	Iteration 36Q: 3 clusters Score -2.063749e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176216 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -20637552.000000 Penalty: 5996.497559
	Iteration 37Q: 3 clusters Score -2.063755e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176163 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -20637588.000000 Penalty: 5996.497559
	Iteration 38Q: 3 clusters Score -2.063759e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176106 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -20637622.000000 Penalty: 5996.497559
	Iteration 39Q: 3 clusters Score -2.063762e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176053 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -20637650.000000 Penalty: 5996.497559
	Iteration 40F: 3 clusters Score -2.063765e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176002 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -20637700.000000 Penalty: 5996.497559
	Iteration 41Q: 3 clusters Score -2.06377e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175937 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -20637716.000000 Penalty: 5996.497559
	Iteration 42Q: 3 clusters Score -2.063772e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175885 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -20637752.000000 Penalty: 5996.497559
	Iteration 43Q: 3 clusters Score -2.063775e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175824 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -20637798.000000 Penalty: 5996.497559
	Iteration 44Q: 3 clusters Score -2.06378e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175774 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -20637824.000000 Penalty: 5996.497559
	Iteration 45Q: 3 clusters Score -2.063782e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175715 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -20637844.000000 Penalty: 5996.497559
	Iteration 46Q: 3 clusters Score -2.063784e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175639 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -20637852.000000 Penalty: 5996.497559
	Iteration 47Q: 3 clusters Score -2.063785e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175568 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -20637900.000000 Penalty: 5996.497559
	Iteration 48Q: 3 clusters Score -2.06379e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175495 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -20637952.000000 Penalty: 5996.497559
	Iteration 49Q: 3 clusters Score -2.063795e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175439 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -20637984.000000 Penalty: 5996.497559
	Iteration 50Q: 3 clusters Score -2.063798e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175366 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -20638032.000000 Penalty: 5996.497559
	Iteration 51Q: 3 clusters Score -2.063803e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175288 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -20638112.000000 Penalty: 5996.497559
	Iteration 52Q: 3 clusters Score -2.063811e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175203 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -20638168.000000 Penalty: 5996.497559
	Iteration 53Q: 3 clusters Score -2.063817e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175122 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -20638176.000000 Penalty: 5996.497559
	Iteration 54Q: 3 clusters Score -2.063818e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175031 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -20638182.000000 Penalty: 5996.497559
	Iteration 55Q: 3 clusters Score -2.063818e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174948 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -20638200.000000 Penalty: 5996.497559
	Iteration 56Q: 3 clusters Score -2.06382e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174878 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -20638208.000000 Penalty: 5996.497559
	Iteration 57Q: 3 clusters Score -2.063821e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174817 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -20638246.000000 Penalty: 5996.497559
	Iteration 58Q: 3 clusters Score -2.063825e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174767 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -20638272.000000 Penalty: 5996.497559
	Iteration 59Q: 3 clusters Score -2.063827e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174704 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -20638296.000000 Penalty: 5996.497559
	Iteration 60F: 3 clusters Score -2.06383e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174645 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -20638298.000000 Penalty: 5996.497559
	Iteration 61Q: 3 clusters Score -2.06383e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174572 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -20638374.000000 Penalty: 5996.497559
	Iteration 62Q: 3 clusters Score -2.063837e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174512 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -20638364.000000 Penalty: 5996.497559
	Iteration 63Q: 3 clusters Score -2.063836e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174448 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -20638374.000000 Penalty: 5996.497559
	Iteration 64Q: 3 clusters Score -2.063837e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174373 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -20638400.000000 Penalty: 5996.497559
	Iteration 65Q: 3 clusters Score -2.06384e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174285 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -20638434.000000 Penalty: 5996.497559
	Iteration 66Q: 3 clusters Score -2.063843e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174195 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -20638440.000000 Penalty: 5996.497559
	Iteration 67Q: 3 clusters Score -2.063844e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174104 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -20638476.000000 Penalty: 5996.497559
	Iteration 68Q: 3 clusters Score -2.063848e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174006 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -20638494.000000 Penalty: 5996.497559
	Iteration 69Q: 3 clusters Score -2.063849e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173914 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -20638504.000000 Penalty: 5996.497559
	Iteration 70Q: 3 clusters Score -2.06385e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173809 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -20638532.000000 Penalty: 5996.497559
	Iteration 71Q: 3 clusters Score -2.063853e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173694 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -20638580.000000 Penalty: 5996.497559
	Iteration 72Q: 3 clusters Score -2.063858e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173567 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -20638538.000000 Penalty: 5996.497559
	Iteration 73Q: 3 clusters Score -2.063854e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173449 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -20638568.000000 Penalty: 5996.497559
	Iteration 74Q: 3 clusters Score -2.063857e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173332 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -20638574.000000 Penalty: 5996.497559
	Iteration 75Q: 3 clusters Score -2.063857e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173196 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -20638620.000000 Penalty: 5996.497559
	Iteration 76Q: 3 clusters Score -2.063862e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173054 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -20638668.000000 Penalty: 5996.497559
	Iteration 77Q: 3 clusters Score -2.063867e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172908 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -20638700.000000 Penalty: 5996.497559
	Iteration 78Q: 3 clusters Score -2.06387e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172762 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -20638738.000000 Penalty: 5996.497559
	Iteration 79Q: 3 clusters Score -2.063874e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172612 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -20638768.000000 Penalty: 5996.497559
	Iteration 80F: 3 clusters Score -2.063877e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172453 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -20638808.000000 Penalty: 5996.497559
	Iteration 81Q: 3 clusters Score -2.063881e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172302 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -20638858.000000 Penalty: 5996.497559
	Iteration 82Q: 3 clusters Score -2.063886e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172175 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -20638886.000000 Penalty: 5996.497559
	Iteration 83Q: 3 clusters Score -2.063889e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172029 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -20638908.000000 Penalty: 5996.497559
	Iteration 84Q: 3 clusters Score -2.063891e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171889 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -20638942.000000 Penalty: 5996.497559
	Iteration 85Q: 3 clusters Score -2.063894e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171748 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -20638966.000000 Penalty: 5996.497559
	Iteration 86Q: 3 clusters Score -2.063897e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171604 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -20638956.000000 Penalty: 5996.497559
	Iteration 87Q: 3 clusters Score -2.063896e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171464 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -20639036.000000 Penalty: 5996.497559
	Iteration 88Q: 3 clusters Score -2.063904e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171325 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -20639008.000000 Penalty: 5996.497559
	Iteration 89Q: 3 clusters Score -2.063901e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171170 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -20639040.000000 Penalty: 5996.497559
	Iteration 90Q: 3 clusters Score -2.063904e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171019 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -20639090.000000 Penalty: 5996.497559
	Iteration 91Q: 3 clusters Score -2.063909e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170866 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -20639158.000000 Penalty: 5996.497559
	Iteration 92Q: 3 clusters Score -2.063916e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170709 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -20639180.000000 Penalty: 5996.497559
	Iteration 93Q: 3 clusters Score -2.063918e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170568 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -20639190.000000 Penalty: 5996.497559
	Iteration 94Q: 3 clusters Score -2.063919e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170417 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -20639204.000000 Penalty: 5996.497559
	Iteration 95Q: 3 clusters Score -2.06392e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170265 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -20639228.000000 Penalty: 5996.497559
	Iteration 96Q: 3 clusters Score -2.063923e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170104 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -20639258.000000 Penalty: 5996.497559
	Iteration 97Q: 3 clusters Score -2.063926e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169941 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -20639276.000000 Penalty: 5996.497559
	Iteration 98Q: 3 clusters Score -2.063928e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169802 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -20639294.000000 Penalty: 5996.497559
	Iteration 99Q: 3 clusters Score -2.063929e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169675 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -20639288.000000 Penalty: 5996.497559
	Iteration 100F: 3 clusters Score -2.063929e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169564 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -20639320.000000 Penalty: 5996.497559
	Iteration 101Q: 3 clusters Score -2.063932e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169430 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -20639412.000000 Penalty: 5996.497559
	Iteration 102Q: 3 clusters Score -2.063941e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169319 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -20639412.000000 Penalty: 5996.497559
	Iteration 103Q: 3 clusters Score -2.063941e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -20639426.000000 Penalty: 5996.497559
	Iteration 104Q: 3 clusters Score -2.063943e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169134 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -20639472.000000 Penalty: 5996.497559
	Iteration 105Q: 3 clusters Score -2.063947e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169047 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -20639484.000000 Penalty: 5996.497559
	Iteration 106Q: 3 clusters Score -2.063948e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168947 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -20639504.000000 Penalty: 5996.497559
	Iteration 107Q: 3 clusters Score -2.06395e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168861 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -20639534.000000 Penalty: 5996.497559
	Iteration 108Q: 3 clusters Score -2.063953e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168763 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -20639522.000000 Penalty: 5996.497559
	Iteration 109Q: 3 clusters Score -2.063952e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168656 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -20639532.000000 Penalty: 5996.497559
	Iteration 110Q: 3 clusters Score -2.063953e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168562 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -20639548.000000 Penalty: 5996.497559
	Iteration 111Q: 3 clusters Score -2.063955e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168453 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -20639572.000000 Penalty: 5996.497559
	Iteration 112Q: 3 clusters Score -2.063957e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168357 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -20639580.000000 Penalty: 5996.497559
	Iteration 113Q: 3 clusters Score -2.063958e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168285 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -20639586.000000 Penalty: 5996.497559
	Iteration 114Q: 3 clusters Score -2.063959e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168208 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -20639618.000000 Penalty: 5996.497559
	Iteration 115Q: 3 clusters Score -2.063962e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168138 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -20639592.000000 Penalty: 5996.497559
	Iteration 116Q: 3 clusters Score -2.063959e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168068 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -20639582.000000 Penalty: 5996.497559
	Iteration 117Q: 3 clusters Score -2.063958e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167996 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -20639606.000000 Penalty: 5996.497559
	Iteration 118Q: 3 clusters Score -2.063961e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167919 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -20639626.000000 Penalty: 5996.497559
	Iteration 119Q: 3 clusters Score -2.063963e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167845 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -20639640.000000 Penalty: 5996.497559
	Iteration 120F: 3 clusters Score -2.063964e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167783 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -20639664.000000 Penalty: 5996.497559
	Iteration 121Q: 3 clusters Score -2.063966e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167730 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -20639676.000000 Penalty: 5996.497559
	Iteration 122Q: 3 clusters Score -2.063968e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -20639682.000000 Penalty: 5996.497559
	Iteration 123Q: 3 clusters Score -2.063968e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167629 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -20639674.000000 Penalty: 5996.497559
	Iteration 124Q: 3 clusters Score -2.063967e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167571 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -20639722.000000 Penalty: 5996.497559
	Iteration 125Q: 3 clusters Score -2.063972e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167511 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -20639710.000000 Penalty: 5996.497559
	Iteration 126Q: 3 clusters Score -2.063971e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167446 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -20639684.000000 Penalty: 5996.497559
	Iteration 127Q: 3 clusters Score -2.063968e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167382 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -20639660.000000 Penalty: 5996.497559
	Iteration 128Q: 3 clusters Score -2.063966e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -20639676.000000 Penalty: 5996.497559
	Iteration 129Q: 3 clusters Score -2.063968e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167263 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -20639674.000000 Penalty: 5996.497559
	Iteration 130Q: 3 clusters Score -2.063967e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167216 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -20639680.000000 Penalty: 5996.497559
	Iteration 131Q: 3 clusters Score -2.063968e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167173 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -20639698.000000 Penalty: 5996.497559
	Iteration 132Q: 3 clusters Score -2.06397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167148 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -20639708.000000 Penalty: 5996.497559
	Iteration 133Q: 3 clusters Score -2.063971e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167119 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -20639722.000000 Penalty: 5996.497559
	Iteration 134Q: 3 clusters Score -2.063972e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167079 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -20639732.000000 Penalty: 5996.497559
	Iteration 135Q: 3 clusters Score -2.063973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167038 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -20639752.000000 Penalty: 5996.497559
	Iteration 136Q: 3 clusters Score -2.063975e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167006 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -20639754.000000 Penalty: 5996.497559
	Iteration 137Q: 3 clusters Score -2.063975e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166975 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -20639766.000000 Penalty: 5996.497559
	Iteration 138Q: 3 clusters Score -2.063977e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166947 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -20639790.000000 Penalty: 5996.497559
	Iteration 139Q: 3 clusters Score -2.063979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166927 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -20639788.000000 Penalty: 5996.497559
	Iteration 140F: 3 clusters Score -2.063979e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166912 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -20639772.000000 Penalty: 5996.497559
	Iteration 141Q: 3 clusters Score -2.063977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166898 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -20639760.000000 Penalty: 5996.497559
	Iteration 142Q: 3 clusters Score -2.063976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166886 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -20639778.000000 Penalty: 5996.497559
	Iteration 143Q: 3 clusters Score -2.063978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166875 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -20639794.000000 Penalty: 5996.497559
	Iteration 144Q: 3 clusters Score -2.063979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166869 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -20639780.000000 Penalty: 5996.497559
	Iteration 145Q: 3 clusters Score -2.063978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166860 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -20639786.000000 Penalty: 5996.497559
	Iteration 146Q: 3 clusters Score -2.063979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166852 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -20639776.000000 Penalty: 5996.497559
	Iteration 147Q: 3 clusters Score -2.063978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166848 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -20639772.000000 Penalty: 5996.497559
	Iteration 148Q: 3 clusters Score -2.063977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166840 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -20639782.000000 Penalty: 5996.497559
	Iteration 149Q: 3 clusters Score -2.063978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166832 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -20639782.000000 Penalty: 5996.497559
	Iteration 150Q: 3 clusters Score -2.063978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166828 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -20639780.000000 Penalty: 5996.497559
	Iteration 151Q: 3 clusters Score -2.063978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -20639774.000000 Penalty: 5996.497559
	Iteration 152Q: 3 clusters Score -2.063977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166811 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -20639784.000000 Penalty: 5996.497559
	Iteration 153Q: 3 clusters Score -2.063978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166802 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -20639788.000000 Penalty: 5996.497559
	Iteration 154Q: 3 clusters Score -2.063979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166790 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -20639778.000000 Penalty: 5996.497559
	Iteration 155Q: 3 clusters Score -2.063978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166782 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -20639768.000000 Penalty: 5996.497559
	Iteration 156Q: 3 clusters Score -2.063977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166773 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -20639778.000000 Penalty: 5996.497559
	Iteration 157Q: 3 clusters Score -2.063978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166769 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -20639790.000000 Penalty: 5996.497559
	Iteration 158Q: 3 clusters Score -2.063979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -20639784.000000 Penalty: 5996.497559
	Iteration 159Q: 3 clusters Score -2.063978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166759 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -20639778.000000 Penalty: 5996.497559
	Iteration 160F: 3 clusters Score -2.063978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166756 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -20639764.000000 Penalty: 5996.497559
	Iteration 161Q: 3 clusters Score -2.063976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166751 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -20639772.000000 Penalty: 5996.497559
	Iteration 162Q: 3 clusters Score -2.063977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166751 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -20639772.000000 Penalty: 5996.497559
	Iteration 163F: 3 clusters Score -2.063977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 24511 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 17750 members 
Mstep: Class 6 contains 2371 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 13036 members 
Mstep: Class 10 contains 166751 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 222707 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6339 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 64833 members 
Mstep: Class 20 contains 168461 members 
Mstep: Class 21 contains 1941 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 29955 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 11804 members 
Mstep: Class 28 contains 36134 members 
Mstep: Class 29 contains 11280 members 
Entering Unmasked Estep 
Score: -92684136.000000 Penalty: 97933.328125
Splitting cluster 10 changes total score from -92683848.000000 to -92684136.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (4894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Entering Unmasked Estep 
Score: -564110.625000 Penalty: 2106.949951
	Iteration 0F: 2 clusters Score -564110.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -559648.062500 Penalty: 4213.899902
	Iteration 0F: 3 clusters Score -559648.1 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -560716.875000 Penalty: 4213.899902
	Iteration 1F: 3 clusters Score -560716.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -560933.812500 Penalty: 4213.899902
	Iteration 2F: 3 clusters Score -560933.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -561062.187500 Penalty: 4213.899902
	Iteration 3Q: 3 clusters Score -561062.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -561163.250000 Penalty: 4213.899902
	Iteration 4Q: 3 clusters Score -561163.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -561230.937500 Penalty: 4213.899902
	Iteration 5Q: 3 clusters Score -561230.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -561283.500000 Penalty: 4213.899902
	Iteration 6Q: 3 clusters Score -561283.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -561328.375000 Penalty: 4213.899902
	Iteration 7Q: 3 clusters Score -561328.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -561368.875000 Penalty: 4213.899902
	Iteration 8Q: 3 clusters Score -561368.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -561402.500000 Penalty: 4213.899902
	Iteration 9Q: 3 clusters Score -561402.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -561436.812500 Penalty: 4213.899902
	Iteration 10Q: 3 clusters Score -561436.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -561473.125000 Penalty: 4213.899902
	Iteration 11Q: 3 clusters Score -561473.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -561508.750000 Penalty: 4213.899902
	Iteration 12Q: 3 clusters Score -561508.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -561550.625000 Penalty: 4213.899902
	Iteration 13Q: 3 clusters Score -561550.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -561601.625000 Penalty: 4213.899902
	Iteration 14Q: 3 clusters Score -561601.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -561669.875000 Penalty: 4213.899902
	Iteration 15Q: 3 clusters Score -561669.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -561722.500000 Penalty: 4213.899902
	Iteration 16Q: 3 clusters Score -561722.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -561770.500000 Penalty: 4213.899902
	Iteration 17Q: 3 clusters Score -561770.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -561810.375000 Penalty: 4213.899902
	Iteration 18Q: 3 clusters Score -561810.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -561850.125000 Penalty: 4213.899902
	Iteration 19Q: 3 clusters Score -561850.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -561899.562500 Penalty: 4213.899902
	Iteration 20F: 3 clusters Score -561899.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -561954.125000 Penalty: 4213.899902
	Iteration 21Q: 3 clusters Score -561954.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -562000.500000 Penalty: 4213.899902
	Iteration 22Q: 3 clusters Score -562000.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -562032.687500 Penalty: 4213.899902
	Iteration 23Q: 3 clusters Score -562032.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -562054.437500 Penalty: 4213.899902
	Iteration 24Q: 3 clusters Score -562054.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -562069.187500 Penalty: 4213.899902
	Iteration 25Q: 3 clusters Score -562069.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -562083.875000 Penalty: 4213.899902
	Iteration 26Q: 3 clusters Score -562083.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -562101.937500 Penalty: 4213.899902
	Iteration 27Q: 3 clusters Score -562101.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -562117.125000 Penalty: 4213.899902
	Iteration 28Q: 3 clusters Score -562117.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -562128.562500 Penalty: 4213.899902
	Iteration 29Q: 3 clusters Score -562128.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -562133.562500 Penalty: 4213.899902
	Iteration 30Q: 3 clusters Score -562133.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -562138.812500 Penalty: 4213.899902
	Iteration 31Q: 3 clusters Score -562138.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -562146.687500 Penalty: 4213.899902
	Iteration 32Q: 3 clusters Score -562146.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -562151.875000 Penalty: 4213.899902
	Iteration 33Q: 3 clusters Score -562151.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -562157.312500 Penalty: 4213.899902
	Iteration 34Q: 3 clusters Score -562157.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -562160.000000 Penalty: 4213.899902
	Iteration 35Q: 3 clusters Score -562160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -562161.875000 Penalty: 4213.899902
	Iteration 36Q: 3 clusters Score -562161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -562164.187500 Penalty: 4213.899902
	Iteration 37Q: 3 clusters Score -562164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -562166.062500 Penalty: 4213.899902
	Iteration 38Q: 3 clusters Score -562166.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -562169.375000 Penalty: 4213.899902
	Iteration 39Q: 3 clusters Score -562169.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -562172.937500 Penalty: 4213.899902
	Iteration 40F: 3 clusters Score -562172.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -562176.812500 Penalty: 4213.899902
	Iteration 41Q: 3 clusters Score -562176.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -562178.250000 Penalty: 4213.899902
	Iteration 42Q: 3 clusters Score -562178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -562180.187500 Penalty: 4213.899902
	Iteration 43Q: 3 clusters Score -562180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -562180.500000 Penalty: 4213.899902
	Iteration 44Q: 3 clusters Score -562180.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -562181.875000 Penalty: 4213.899902
	Iteration 45Q: 3 clusters Score -562181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -562182.625000 Penalty: 4213.899902
	Iteration 46Q: 3 clusters Score -562182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -562183.687500 Penalty: 4213.899902
	Iteration 47Q: 3 clusters Score -562183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -562183.937500 Penalty: 4213.899902
	Iteration 48Q: 3 clusters Score -562183.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -562183.937500 Penalty: 4213.899902
	Iteration 49F: 3 clusters Score -562183.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -34737.011719 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -34737.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33426.742188 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -33426.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33526.617188 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -33526.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33546.941406 Penalty: 2845.339844
	Iteration 2Q: 3 clusters Score -33546.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33546.941406 Penalty: 2845.339844
	Iteration 3F: 3 clusters Score -33546.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (222707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222707 members 
Entering Unmasked Estep 
Score: -25612130.000000 Penalty: 3053.775879
	Iteration 0F: 2 clusters Score -2.561213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111911 members 
Mstep: Class 2 contains 110796 members 
Entering Unmasked Estep 
Score: -25463386.000000 Penalty: 6107.551758
	Iteration 0F: 3 clusters Score -2.546339e+07 nChanged 107359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121482 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
Score: -25526348.000000 Penalty: 6107.551758
	Iteration 1F: 3 clusters Score -2.552635e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127485 members 
Mstep: Class 2 contains 95222 members 
Entering Unmasked Estep 
Score: -25528590.000000 Penalty: 6107.551758
	Iteration 2Q: 3 clusters Score -2.552859e+07 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136832 members 
Mstep: Class 2 contains 85875 members 
Entering Unmasked Estep 
Score: -25532554.000000 Penalty: 6107.551758
	Iteration 3Q: 3 clusters Score -2.553255e+07 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150981 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -25540846.000000 Penalty: 6107.551758
	Iteration 4F: 3 clusters Score -2.554085e+07 nChanged 19796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170775 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -25556824.000000 Penalty: 6107.551758
	Iteration 5F: 3 clusters Score -2.555682e+07 nChanged 22864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193639 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -25579152.000000 Penalty: 6107.551758
	Iteration 6F: 3 clusters Score -2.557915e+07 nChanged 18300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211939 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -25598716.000000 Penalty: 6107.551758
	Iteration 7F: 3 clusters Score -2.559872e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220092 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -25606878.000000 Penalty: 6107.551758
	Iteration 8Q: 3 clusters Score -2.560688e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222160 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -25608874.000000 Penalty: 6107.551758
	Iteration 9Q: 3 clusters Score -2.560887e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222490 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25609260.000000 Penalty: 6107.551758
	Iteration 10Q: 3 clusters Score -2.560926e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222529 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25609332.000000 Penalty: 6107.551758
	Iteration 11Q: 3 clusters Score -2.560933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222537 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25609376.000000 Penalty: 6107.551758
	Iteration 12Q: 3 clusters Score -2.560938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222545 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25609408.000000 Penalty: 6107.551758
	Iteration 13Q: 3 clusters Score -2.560941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222551 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25609430.000000 Penalty: 6107.551758
	Iteration 14Q: 3 clusters Score -2.560943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222550 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25609434.000000 Penalty: 6107.551758
	Iteration 15Q: 3 clusters Score -2.560943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222551 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25609424.000000 Penalty: 6107.551758
	Iteration 16Q: 3 clusters Score -2.560942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222551 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25609436.000000 Penalty: 6107.551758
	Iteration 17Q: 3 clusters Score -2.560944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222553 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25609440.000000 Penalty: 6107.551758
	Iteration 18Q: 3 clusters Score -2.560944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222554 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25609436.000000 Penalty: 6107.551758
	Iteration 19Q: 3 clusters Score -2.560944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222554 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25609436.000000 Penalty: 6107.551758
	Iteration 20F: 3 clusters Score -2.560944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -61542.082031 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -61542.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59943.246094 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -59943.25 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60154.898438 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -60154.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60252.218750 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -60252.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60306.730469 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -60306.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60336.179688 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -60336.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60361.007812 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -60361.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60379.437500 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -60379.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60388.253906 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -60388.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60393.472656 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -60393.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60394.199219 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -60394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60396.406250 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -60396.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60399.601562 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -60399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60399.601562 Penalty: 3162.012207
	Iteration 12F: 3 clusters Score -60399.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -740754.625000 Penalty: 2171.110107
	Iteration 0F: 2 clusters Score -740754.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -735336.687500 Penalty: 4342.220215
	Iteration 0F: 3 clusters Score -735336.7 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -736730.562500 Penalty: 4342.220215
	Iteration 1F: 3 clusters Score -736730.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -736960.312500 Penalty: 4342.220215
	Iteration 2F: 3 clusters Score -736960.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -737120.187500 Penalty: 4342.220215
	Iteration 3F: 3 clusters Score -737120.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -737231.250000 Penalty: 4342.220215
	Iteration 4Q: 3 clusters Score -737231.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -737323.750000 Penalty: 4342.220215
	Iteration 5Q: 3 clusters Score -737323.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -737390.125000 Penalty: 4342.220215
	Iteration 6Q: 3 clusters Score -737390.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -737441.812500 Penalty: 4342.220215
	Iteration 7Q: 3 clusters Score -737441.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -737496.125000 Penalty: 4342.220215
	Iteration 8Q: 3 clusters Score -737496.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -737559.562500 Penalty: 4342.220215
	Iteration 9Q: 3 clusters Score -737559.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -737616.312500 Penalty: 4342.220215
	Iteration 10Q: 3 clusters Score -737616.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -737667.375000 Penalty: 4342.220215
	Iteration 11Q: 3 clusters Score -737667.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -737708.187500 Penalty: 4342.220215
	Iteration 12Q: 3 clusters Score -737708.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -737745.125000 Penalty: 4342.220215
	Iteration 13Q: 3 clusters Score -737745.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -737779.375000 Penalty: 4342.220215
	Iteration 14Q: 3 clusters Score -737779.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -737813.312500 Penalty: 4342.220215
	Iteration 15Q: 3 clusters Score -737813.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -737850.562500 Penalty: 4342.220215
	Iteration 16Q: 3 clusters Score -737850.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -737889.500000 Penalty: 4342.220215
	Iteration 17Q: 3 clusters Score -737889.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -737926.687500 Penalty: 4342.220215
	Iteration 18Q: 3 clusters Score -737926.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -737964.062500 Penalty: 4342.220215
	Iteration 19Q: 3 clusters Score -737964.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -738007.812500 Penalty: 4342.220215
	Iteration 20F: 3 clusters Score -738007.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -738045.187500 Penalty: 4342.220215
	Iteration 21Q: 3 clusters Score -738045.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -738083.125000 Penalty: 4342.220215
	Iteration 22Q: 3 clusters Score -738083.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -738122.062500 Penalty: 4342.220215
	Iteration 23Q: 3 clusters Score -738122.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -738160.687500 Penalty: 4342.220215
	Iteration 24Q: 3 clusters Score -738160.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -738193.187500 Penalty: 4342.220215
	Iteration 25Q: 3 clusters Score -738193.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -738223.875000 Penalty: 4342.220215
	Iteration 26Q: 3 clusters Score -738223.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -738245.687500 Penalty: 4342.220215
	Iteration 27Q: 3 clusters Score -738245.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -738260.812500 Penalty: 4342.220215
	Iteration 28Q: 3 clusters Score -738260.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -738272.312500 Penalty: 4342.220215
	Iteration 29Q: 3 clusters Score -738272.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -738285.187500 Penalty: 4342.220215
	Iteration 30Q: 3 clusters Score -738285.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -738301.187500 Penalty: 4342.220215
	Iteration 31Q: 3 clusters Score -738301.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -738310.812500 Penalty: 4342.220215
	Iteration 32Q: 3 clusters Score -738310.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -738323.687500 Penalty: 4342.220215
	Iteration 33Q: 3 clusters Score -738323.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -738336.500000 Penalty: 4342.220215
	Iteration 34Q: 3 clusters Score -738336.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -738345.875000 Penalty: 4342.220215
	Iteration 35Q: 3 clusters Score -738345.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -738357.812500 Penalty: 4342.220215
	Iteration 36Q: 3 clusters Score -738357.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -738372.687500 Penalty: 4342.220215
	Iteration 37Q: 3 clusters Score -738372.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -738385.250000 Penalty: 4342.220215
	Iteration 38Q: 3 clusters Score -738385.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -738399.375000 Penalty: 4342.220215
	Iteration 39Q: 3 clusters Score -738399.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -738413.125000 Penalty: 4342.220215
	Iteration 40F: 3 clusters Score -738413.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -738426.750000 Penalty: 4342.220215
	Iteration 41Q: 3 clusters Score -738426.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -738438.500000 Penalty: 4342.220215
	Iteration 42Q: 3 clusters Score -738438.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -738450.625000 Penalty: 4342.220215
	Iteration 43Q: 3 clusters Score -738450.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -738469.062500 Penalty: 4342.220215
	Iteration 44Q: 3 clusters Score -738469.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -738483.500000 Penalty: 4342.220215
	Iteration 45Q: 3 clusters Score -738483.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -738496.937500 Penalty: 4342.220215
	Iteration 46Q: 3 clusters Score -738496.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -738507.687500 Penalty: 4342.220215
	Iteration 47Q: 3 clusters Score -738507.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -738521.500000 Penalty: 4342.220215
	Iteration 48Q: 3 clusters Score -738521.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -738534.250000 Penalty: 4342.220215
	Iteration 49Q: 3 clusters Score -738534.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -738544.625000 Penalty: 4342.220215
	Iteration 50Q: 3 clusters Score -738544.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -738556.687500 Penalty: 4342.220215
	Iteration 51Q: 3 clusters Score -738556.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -738567.687500 Penalty: 4342.220215
	Iteration 52Q: 3 clusters Score -738567.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -738577.062500 Penalty: 4342.220215
	Iteration 53Q: 3 clusters Score -738577.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -738585.062500 Penalty: 4342.220215
	Iteration 54Q: 3 clusters Score -738585.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -738596.375000 Penalty: 4342.220215
	Iteration 55Q: 3 clusters Score -738596.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -738610.375000 Penalty: 4342.220215
	Iteration 56Q: 3 clusters Score -738610.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -738619.375000 Penalty: 4342.220215
	Iteration 57Q: 3 clusters Score -738619.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -738629.375000 Penalty: 4342.220215
	Iteration 58Q: 3 clusters Score -738629.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -738636.000000 Penalty: 4342.220215
	Iteration 59Q: 3 clusters Score -738636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -738641.687500 Penalty: 4342.220215
	Iteration 60F: 3 clusters Score -738641.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -738647.562500 Penalty: 4342.220215
	Iteration 61Q: 3 clusters Score -738647.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -738651.375000 Penalty: 4342.220215
	Iteration 62Q: 3 clusters Score -738651.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -738653.937500 Penalty: 4342.220215
	Iteration 63Q: 3 clusters Score -738653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -738655.375000 Penalty: 4342.220215
	Iteration 64Q: 3 clusters Score -738655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -738657.562500 Penalty: 4342.220215
	Iteration 65Q: 3 clusters Score -738657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -738658.562500 Penalty: 4342.220215
	Iteration 66Q: 3 clusters Score -738658.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -738660.562500 Penalty: 4342.220215
	Iteration 67Q: 3 clusters Score -738660.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -738663.625000 Penalty: 4342.220215
	Iteration 68Q: 3 clusters Score -738663.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -738664.187500 Penalty: 4342.220215
	Iteration 69Q: 3 clusters Score -738664.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -738668.125000 Penalty: 4342.220215
	Iteration 70Q: 3 clusters Score -738668.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -738670.062500 Penalty: 4342.220215
	Iteration 71Q: 3 clusters Score -738670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -738669.000000 Penalty: 4342.220215
	Iteration 72Q: 3 clusters Score -738669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -738671.062500 Penalty: 4342.220215
	Iteration 73Q: 3 clusters Score -738671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -738672.500000 Penalty: 4342.220215
	Iteration 74Q: 3 clusters Score -738672.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -738673.250000 Penalty: 4342.220215
	Iteration 75Q: 3 clusters Score -738673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -738674.750000 Penalty: 4342.220215
	Iteration 76Q: 3 clusters Score -738674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -738673.937500 Penalty: 4342.220215
	Iteration 77Q: 3 clusters Score -738673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -738673.937500 Penalty: 4342.220215
	Iteration 78F: 3 clusters Score -738673.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -47122.250000 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -47122.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45640.179688 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -45640.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45741.421875 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -45741.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45802.570312 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -45802.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45833.656250 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -45833.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45864.433594 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -45864.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45886.769531 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -45886.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45902.742188 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -45902.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45913.750000 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -45913.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45917.296875 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -45917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45920.359375 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -45920.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45920.359375 Penalty: 3024.645020
	Iteration 10F: 3 clusters Score -45920.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -30655.923828 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -30655.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29348.568359 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -29348.57 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29681.328125 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -29681.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29935.798828 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -29935.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30139.619141 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -30139.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30299.855469 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -30299.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30341.105469 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -30341.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30362.507812 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -30362.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30393.990234 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -30393.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30407.650391 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -30407.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30413.607422 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -30413.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30413.607422 Penalty: 2905.534668
	Iteration 10F: 3 clusters Score -30413.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -218796.531250 Penalty: 1872.172485
	Iteration 0F: 2 clusters Score -218796.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -216270.093750 Penalty: 3744.344971
	Iteration 0F: 3 clusters Score -216270.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -216732.218750 Penalty: 3744.344971
	Iteration 1F: 3 clusters Score -216732.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -216844.640625 Penalty: 3744.344971
	Iteration 2F: 3 clusters Score -216844.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -216916.250000 Penalty: 3744.344971
	Iteration 3Q: 3 clusters Score -216916.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -216952.140625 Penalty: 3744.344971
	Iteration 4Q: 3 clusters Score -216952.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -216971.265625 Penalty: 3744.344971
	Iteration 5Q: 3 clusters Score -216971.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -216983.578125 Penalty: 3744.344971
	Iteration 6Q: 3 clusters Score -216983.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -216989.312500 Penalty: 3744.344971
	Iteration 7Q: 3 clusters Score -216989.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -216990.843750 Penalty: 3744.344971
	Iteration 8Q: 3 clusters Score -216990.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -216992.031250 Penalty: 3744.344971
	Iteration 9Q: 3 clusters Score -216992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -216992.625000 Penalty: 3744.344971
	Iteration 10Q: 3 clusters Score -216992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -216993.437500 Penalty: 3744.344971
	Iteration 11Q: 3 clusters Score -216993.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -216995.250000 Penalty: 3744.344971
	Iteration 12Q: 3 clusters Score -216995.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -216998.656250 Penalty: 3744.344971
	Iteration 13Q: 3 clusters Score -216998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -216999.703125 Penalty: 3744.344971
	Iteration 14Q: 3 clusters Score -216999.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -217000.921875 Penalty: 3744.344971
	Iteration 15Q: 3 clusters Score -217000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -217001.406250 Penalty: 3744.344971
	Iteration 16Q: 3 clusters Score -217001.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -217002.390625 Penalty: 3744.344971
	Iteration 17Q: 3 clusters Score -217002.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -217002.984375 Penalty: 3744.344971
	Iteration 18Q: 3 clusters Score -217003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217003.328125 Penalty: 3744.344971
	Iteration 19Q: 3 clusters Score -217003.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217003.328125 Penalty: 3744.344971
	Iteration 20F: 3 clusters Score -217003.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64833 members 
Entering Unmasked Estep 
Score: -7520469.000000 Penalty: 2747.733398
	Iteration 0F: 2 clusters Score -7520469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -7476941.500000 Penalty: 5495.466797
	Iteration 0F: 3 clusters Score -7476942 nChanged 30217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -7493923.500000 Penalty: 5495.466797
	Iteration 1F: 3 clusters Score -7493924 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -7494411.000000 Penalty: 5495.466797
	Iteration 2Q: 3 clusters Score -7494411 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -7494875.500000 Penalty: 5495.466797
	Iteration 3Q: 3 clusters Score -7494876 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -7495455.500000 Penalty: 5495.466797
	Iteration 4Q: 3 clusters Score -7495456 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -7496208.000000 Penalty: 5495.466797
	Iteration 5Q: 3 clusters Score -7496208 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -7497431.500000 Penalty: 5495.466797
	Iteration 6Q: 3 clusters Score -7497432 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -7499513.500000 Penalty: 5495.466797
	Iteration 7F: 3 clusters Score -7499514 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -7503023.000000 Penalty: 5495.466797
	Iteration 8F: 3 clusters Score -7503023 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -7507746.000000 Penalty: 5495.466797
	Iteration 9F: 3 clusters Score -7507746 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -7512583.500000 Penalty: 5495.466797
	Iteration 10F: 3 clusters Score -7512584 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -7515825.000000 Penalty: 5495.466797
	Iteration 11F: 3 clusters Score -7515825 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -7517195.500000 Penalty: 5495.466797
	Iteration 12Q: 3 clusters Score -7517196 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -7517644.500000 Penalty: 5495.466797
	Iteration 13Q: 3 clusters Score -7517644 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -7517825.500000 Penalty: 5495.466797
	Iteration 14Q: 3 clusters Score -7517826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -7517900.500000 Penalty: 5495.466797
	Iteration 15Q: 3 clusters Score -7517900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -7517946.500000 Penalty: 5495.466797
	Iteration 16Q: 3 clusters Score -7517946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -7517964.500000 Penalty: 5495.466797
	Iteration 17Q: 3 clusters Score -7517964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -7517986.000000 Penalty: 5495.466797
	Iteration 18Q: 3 clusters Score -7517986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -7517991.500000 Penalty: 5495.466797
	Iteration 19Q: 3 clusters Score -7517992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -7517999.500000 Penalty: 5495.466797
	Iteration 20F: 3 clusters Score -7518000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -7518004.500000 Penalty: 5495.466797
	Iteration 21Q: 3 clusters Score -7518004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -7518018.000000 Penalty: 5495.466797
	Iteration 22Q: 3 clusters Score -7518018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -7518028.500000 Penalty: 5495.466797
	Iteration 23Q: 3 clusters Score -7518028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -7518038.000000 Penalty: 5495.466797
	Iteration 24Q: 3 clusters Score -7518038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -7518053.000000 Penalty: 5495.466797
	Iteration 25Q: 3 clusters Score -7518053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -7518057.500000 Penalty: 5495.466797
	Iteration 26Q: 3 clusters Score -7518058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -7518059.500000 Penalty: 5495.466797
	Iteration 27Q: 3 clusters Score -7518060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -7518060.000000 Penalty: 5495.466797
	Iteration 28Q: 3 clusters Score -7518060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -7518060.000000 Penalty: 5495.466797
	Iteration 29F: 3 clusters Score -7518060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (168461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168461 members 
Entering Unmasked Estep 
Score: -19454444.000000 Penalty: 2984.545898
	Iteration 0F: 2 clusters Score -1.945444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -19342094.000000 Penalty: 5969.091797
	Iteration 0F: 3 clusters Score -1.934209e+07 nChanged 80879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -19389628.000000 Penalty: 5969.091797
	Iteration 1F: 3 clusters Score -1.938963e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -19390976.000000 Penalty: 5969.091797
	Iteration 2Q: 3 clusters Score -1.939098e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 75819 members 
Entering Unmasked Estep 
Score: -19392914.000000 Penalty: 5969.091797
	Iteration 3Q: 3 clusters Score -1.939291e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96874 members 
Mstep: Class 2 contains 71587 members 
Entering Unmasked Estep 
Score: -19395684.000000 Penalty: 5969.091797
	Iteration 4Q: 3 clusters Score -1.939568e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103138 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -19399498.000000 Penalty: 5969.091797
	Iteration 5Q: 3 clusters Score -1.93995e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111561 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -19405634.000000 Penalty: 5969.091797
	Iteration 6F: 3 clusters Score -1.940563e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122166 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -19414190.000000 Penalty: 5969.091797
	Iteration 7F: 3 clusters Score -1.941419e+07 nChanged 12045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133821 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -19424554.000000 Penalty: 5969.091797
	Iteration 8F: 3 clusters Score -1.942455e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144275 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -19434068.000000 Penalty: 5969.091797
	Iteration 9F: 3 clusters Score -1.943407e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152088 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -19440864.000000 Penalty: 5969.091797
	Iteration 10Q: 3 clusters Score -1.944086e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157409 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -19445004.000000 Penalty: 5969.091797
	Iteration 11Q: 3 clusters Score -1.9445e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161005 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -19447758.000000 Penalty: 5969.091797
	Iteration 12Q: 3 clusters Score -1.944776e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163390 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -19449522.000000 Penalty: 5969.091797
	Iteration 13Q: 3 clusters Score -1.944952e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -19450518.000000 Penalty: 5969.091797
	Iteration 14Q: 3 clusters Score -1.945052e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165859 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -19451106.000000 Penalty: 5969.091797
	Iteration 15Q: 3 clusters Score -1.945111e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166454 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -19451478.000000 Penalty: 5969.091797
	Iteration 16Q: 3 clusters Score -1.945148e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166783 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -19451694.000000 Penalty: 5969.091797
	Iteration 17Q: 3 clusters Score -1.945169e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167011 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -19451794.000000 Penalty: 5969.091797
	Iteration 18Q: 3 clusters Score -1.945179e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167164 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -19451892.000000 Penalty: 5969.091797
	Iteration 19Q: 3 clusters Score -1.945189e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167257 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -19451976.000000 Penalty: 5969.091797
	Iteration 20F: 3 clusters Score -1.945198e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167316 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -19452006.000000 Penalty: 5969.091797
	Iteration 21Q: 3 clusters Score -1.945201e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167357 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -19452010.000000 Penalty: 5969.091797
	Iteration 22Q: 3 clusters Score -1.945201e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167392 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -19452028.000000 Penalty: 5969.091797
	Iteration 23Q: 3 clusters Score -1.945203e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167417 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19452052.000000 Penalty: 5969.091797
	Iteration 24Q: 3 clusters Score -1.945205e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167435 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -19452056.000000 Penalty: 5969.091797
	Iteration 25Q: 3 clusters Score -1.945206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167448 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -19452090.000000 Penalty: 5969.091797
	Iteration 26Q: 3 clusters Score -1.945209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167451 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -19452088.000000 Penalty: 5969.091797
	Iteration 27Q: 3 clusters Score -1.945209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167448 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -19452096.000000 Penalty: 5969.091797
	Iteration 28Q: 3 clusters Score -1.94521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -19452102.000000 Penalty: 5969.091797
	Iteration 29Q: 3 clusters Score -1.94521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -19452096.000000 Penalty: 5969.091797
	Iteration 30Q: 3 clusters Score -1.94521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -19452092.000000 Penalty: 5969.091797
	Iteration 31Q: 3 clusters Score -1.945209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -19452094.000000 Penalty: 5969.091797
	Iteration 32Q: 3 clusters Score -1.945209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167455 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -19452096.000000 Penalty: 5969.091797
	Iteration 33Q: 3 clusters Score -1.94521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -19452080.000000 Penalty: 5969.091797
	Iteration 34Q: 3 clusters Score -1.945208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19452086.000000 Penalty: 5969.091797
	Iteration 35Q: 3 clusters Score -1.945209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19452100.000000 Penalty: 5969.091797
	Iteration 36Q: 3 clusters Score -1.94521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167464 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -19452094.000000 Penalty: 5969.091797
	Iteration 37Q: 3 clusters Score -1.945209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167465 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -19452090.000000 Penalty: 5969.091797
	Iteration 38Q: 3 clusters Score -1.945209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167465 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -19452090.000000 Penalty: 5969.091797
	Iteration 39F: 3 clusters Score -1.945209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Entering Unmasked Estep 
Score: -196018.671875 Penalty: 1877.597778
	Iteration 0F: 2 clusters Score -196018.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -193442.031250 Penalty: 3755.195557
	Iteration 0F: 3 clusters Score -193442 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -193949.640625 Penalty: 3755.195557
	Iteration 1F: 3 clusters Score -193949.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -194106.578125 Penalty: 3755.195557
	Iteration 2F: 3 clusters Score -194106.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -194205.953125 Penalty: 3755.195557
	Iteration 3Q: 3 clusters Score -194206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -194271.234375 Penalty: 3755.195557
	Iteration 4Q: 3 clusters Score -194271.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -194324.359375 Penalty: 3755.195557
	Iteration 5Q: 3 clusters Score -194324.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -194361.734375 Penalty: 3755.195557
	Iteration 6Q: 3 clusters Score -194361.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -194402.453125 Penalty: 3755.195557
	Iteration 7Q: 3 clusters Score -194402.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -194449.812500 Penalty: 3755.195557
	Iteration 8Q: 3 clusters Score -194449.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -194480.828125 Penalty: 3755.195557
	Iteration 9Q: 3 clusters Score -194480.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -194501.234375 Penalty: 3755.195557
	Iteration 10Q: 3 clusters Score -194501.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -194521.328125 Penalty: 3755.195557
	Iteration 11Q: 3 clusters Score -194521.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194542.421875 Penalty: 3755.195557
	Iteration 12Q: 3 clusters Score -194542.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -194557.578125 Penalty: 3755.195557
	Iteration 13Q: 3 clusters Score -194557.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -194563.906250 Penalty: 3755.195557
	Iteration 14Q: 3 clusters Score -194563.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -194571.000000 Penalty: 3755.195557
	Iteration 15Q: 3 clusters Score -194571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -194578.015625 Penalty: 3755.195557
	Iteration 16Q: 3 clusters Score -194578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -194586.812500 Penalty: 3755.195557
	Iteration 17Q: 3 clusters Score -194586.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -194603.437500 Penalty: 3755.195557
	Iteration 18Q: 3 clusters Score -194603.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -194613.656250 Penalty: 3755.195557
	Iteration 19Q: 3 clusters Score -194613.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -194628.812500 Penalty: 3755.195557
	Iteration 20F: 3 clusters Score -194628.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -194643.546875 Penalty: 3755.195557
	Iteration 21Q: 3 clusters Score -194643.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -194659.234375 Penalty: 3755.195557
	Iteration 22Q: 3 clusters Score -194659.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -194671.562500 Penalty: 3755.195557
	Iteration 23Q: 3 clusters Score -194671.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -194684.875000 Penalty: 3755.195557
	Iteration 24Q: 3 clusters Score -194684.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -194696.000000 Penalty: 3755.195557
	Iteration 25Q: 3 clusters Score -194696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -194711.218750 Penalty: 3755.195557
	Iteration 26Q: 3 clusters Score -194711.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -194719.593750 Penalty: 3755.195557
	Iteration 27Q: 3 clusters Score -194719.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -194729.593750 Penalty: 3755.195557
	Iteration 28Q: 3 clusters Score -194729.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -194735.000000 Penalty: 3755.195557
	Iteration 29Q: 3 clusters Score -194735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -194736.984375 Penalty: 3755.195557
	Iteration 30Q: 3 clusters Score -194737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -194737.656250 Penalty: 3755.195557
	Iteration 31Q: 3 clusters Score -194737.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -194738.375000 Penalty: 3755.195557
	Iteration 32Q: 3 clusters Score -194738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -194739.687500 Penalty: 3755.195557
	Iteration 33Q: 3 clusters Score -194739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -194739.921875 Penalty: 3755.195557
	Iteration 34Q: 3 clusters Score -194739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -194740.859375 Penalty: 3755.195557
	Iteration 35Q: 3 clusters Score -194740.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -194740.859375 Penalty: 3755.195557
	Iteration 36F: 3 clusters Score -194740.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -289460.250000 Penalty: 1941.056885
	Iteration 0F: 2 clusters Score -289460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -286507.687500 Penalty: 3882.113770
	Iteration 0F: 3 clusters Score -286507.7 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -287039.281250 Penalty: 3882.113770
	Iteration 1F: 3 clusters Score -287039.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -287189.656250 Penalty: 3882.113770
	Iteration 2F: 3 clusters Score -287189.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -287268.156250 Penalty: 3882.113770
	Iteration 3Q: 3 clusters Score -287268.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -287319.250000 Penalty: 3882.113770
	Iteration 4Q: 3 clusters Score -287319.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -287362.906250 Penalty: 3882.113770
	Iteration 5Q: 3 clusters Score -287362.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -287399.187500 Penalty: 3882.113770
	Iteration 6Q: 3 clusters Score -287399.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -287428.437500 Penalty: 3882.113770
	Iteration 7Q: 3 clusters Score -287428.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -287442.250000 Penalty: 3882.113770
	Iteration 8Q: 3 clusters Score -287442.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -287451.781250 Penalty: 3882.113770
	Iteration 9Q: 3 clusters Score -287451.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -287459.062500 Penalty: 3882.113770
	Iteration 10Q: 3 clusters Score -287459.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -287467.562500 Penalty: 3882.113770
	Iteration 11Q: 3 clusters Score -287467.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -287476.312500 Penalty: 3882.113770
	Iteration 12Q: 3 clusters Score -287476.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -287480.406250 Penalty: 3882.113770
	Iteration 13Q: 3 clusters Score -287480.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -287483.875000 Penalty: 3882.113770
	Iteration 14Q: 3 clusters Score -287483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -287485.343750 Penalty: 3882.113770
	Iteration 15Q: 3 clusters Score -287485.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -287486.093750 Penalty: 3882.113770
	Iteration 16Q: 3 clusters Score -287486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -287486.500000 Penalty: 3882.113770
	Iteration 17Q: 3 clusters Score -287486.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -287487.000000 Penalty: 3882.113770
	Iteration 18Q: 3 clusters Score -287487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -287487.000000 Penalty: 3882.113770
	Iteration 19F: 3 clusters Score -287487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -58201.585938 Penalty: 1582.270386
	Iteration 0F: 2 clusters Score -58201.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56666.195312 Penalty: 3164.540771
	Iteration 0F: 3 clusters Score -56666.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57073.601562 Penalty: 3164.540771
	Iteration 1F: 3 clusters Score -57073.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57403.656250 Penalty: 3164.540771
	Iteration 2F: 3 clusters Score -57403.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -57726.851562 Penalty: 3164.540771
	Iteration 3F: 3 clusters Score -57726.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -58043.910156 Penalty: 3164.540771
	Iteration 4F: 3 clusters Score -58043.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -58286.101562 Penalty: 3164.540771
	Iteration 5F: 3 clusters Score -58286.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -58449.476562 Penalty: 3164.540771
	Iteration 6Q: 3 clusters Score -58449.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -58578.074219 Penalty: 3164.540771
	Iteration 7Q: 3 clusters Score -58578.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -58945.906250 Penalty: 3164.540771
	Iteration 8Q: 3 clusters Score -58945.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -59001.332031 Penalty: 3164.540771
	Iteration 9Q: 3 clusters Score -59001.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -59011.421875 Penalty: 3164.540771
	Iteration 10Q: 3 clusters Score -59011.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -59020.554688 Penalty: 3164.540771
	Iteration 11Q: 3 clusters Score -59020.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -59030.976562 Penalty: 3164.540771
	Iteration 12Q: 3 clusters Score -59030.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -59058.644531 Penalty: 3164.540771
	Iteration 13Q: 3 clusters Score -59058.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -59072.214844 Penalty: 3164.540771
	Iteration 14Q: 3 clusters Score -59072.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -59086.410156 Penalty: 3164.540771
	Iteration 15Q: 3 clusters Score -59086.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -59089.093750 Penalty: 3164.540771
	Iteration 16F: 3 clusters Score -59089.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -59099.265625 Penalty: 3164.540771
	Iteration 17Q: 3 clusters Score -59099.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -59105.355469 Penalty: 3164.540771
	Iteration 18Q: 3 clusters Score -59105.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -59135.414062 Penalty: 3164.540771
	Iteration 19Q: 3 clusters Score -59135.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -59154.511719 Penalty: 3164.540771
	Iteration 20F: 3 clusters Score -59154.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 24511 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 17750 members 
Mstep: Class 6 contains 2371 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 13036 members 
Mstep: Class 10 contains 166751 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 222707 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6339 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 64833 members 
Mstep: Class 20 contains 168461 members 
Mstep: Class 21 contains 1941 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 474 members 
Mstep: Class 24 contains 29955 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 11804 members 
Mstep: Class 28 contains 36134 members 
Mstep: Class 29 contains 11280 members 
Mstep: Class 30 contains 116 members 
Entering Unmasked Estep 
Score: -92683288.000000 Penalty: 101310.343750
Splitting cluster 23 changes total score from -92683848.000000 to -92683288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (29955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Entering Unmasked Estep 
Score: -3530437.000000 Penalty: 2556.247803
	Iteration 0F: 2 clusters Score -3530437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3509774.500000 Penalty: 5112.495605
	Iteration 0F: 3 clusters Score -3509774 nChanged 13496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3516957.500000 Penalty: 5112.495605
	Iteration 1F: 3 clusters Score -3516958 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3517433.750000 Penalty: 5112.495605
	Iteration 2Q: 3 clusters Score -3517434 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3517943.000000 Penalty: 5112.495605
	Iteration 3Q: 3 clusters Score -3517943 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3518540.250000 Penalty: 5112.495605
	Iteration 4Q: 3 clusters Score -3518540 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3519228.750000 Penalty: 5112.495605
	Iteration 5Q: 3 clusters Score -3519229 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3520142.500000 Penalty: 5112.495605
	Iteration 6F: 3 clusters Score -3520142 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3521255.500000 Penalty: 5112.495605
	Iteration 7F: 3 clusters Score -3521256 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3522595.000000 Penalty: 5112.495605
	Iteration 8F: 3 clusters Score -3522595 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3523979.500000 Penalty: 5112.495605
	Iteration 9F: 3 clusters Score -3523980 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3525167.250000 Penalty: 5112.495605
	Iteration 10Q: 3 clusters Score -3525167 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3526144.750000 Penalty: 5112.495605
	Iteration 11Q: 3 clusters Score -3526145 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3526829.750000 Penalty: 5112.495605
	Iteration 12Q: 3 clusters Score -3526830 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3527274.250000 Penalty: 5112.495605
	Iteration 13Q: 3 clusters Score -3527274 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3527571.250000 Penalty: 5112.495605
	Iteration 14Q: 3 clusters Score -3527571 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3527803.750000 Penalty: 5112.495605
	Iteration 15Q: 3 clusters Score -3527804 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3527954.500000 Penalty: 5112.495605
	Iteration 16Q: 3 clusters Score -3527954 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3528076.000000 Penalty: 5112.495605
	Iteration 17Q: 3 clusters Score -3528076 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3528165.500000 Penalty: 5112.495605
	Iteration 18Q: 3 clusters Score -3528166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3528256.750000 Penalty: 5112.495605
	Iteration 19Q: 3 clusters Score -3528257 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3528317.250000 Penalty: 5112.495605
	Iteration 20F: 3 clusters Score -3528317 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3528350.250000 Penalty: 5112.495605
	Iteration 21Q: 3 clusters Score -3528350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3528381.250000 Penalty: 5112.495605
	Iteration 22Q: 3 clusters Score -3528381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3528402.250000 Penalty: 5112.495605
	Iteration 23Q: 3 clusters Score -3528402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3528413.000000 Penalty: 5112.495605
	Iteration 24Q: 3 clusters Score -3528413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3528417.000000 Penalty: 5112.495605
	Iteration 25Q: 3 clusters Score -3528417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3528428.000000 Penalty: 5112.495605
	Iteration 26Q: 3 clusters Score -3528428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3528436.750000 Penalty: 5112.495605
	Iteration 27Q: 3 clusters Score -3528437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3528443.250000 Penalty: 5112.495605
	Iteration 28Q: 3 clusters Score -3528443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3528450.250000 Penalty: 5112.495605
	Iteration 29Q: 3 clusters Score -3528450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3528450.500000 Penalty: 5112.495605
	Iteration 30Q: 3 clusters Score -3528450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3528451.750000 Penalty: 5112.495605
	Iteration 31Q: 3 clusters Score -3528452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3528451.750000 Penalty: 5112.495605
	Iteration 32F: 3 clusters Score -3528452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -53287.160156 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -53287.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51714.539062 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -51714.54 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51972.941406 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -51972.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52275.089844 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -52275.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52380.554688 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -52380.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52459.296875 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -52459.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52674.128906 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -52674.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52847.027344 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -52847.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52969.617188 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -52969.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -53039.714844 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -53039.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53060.894531 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -53060.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -53076.195312 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -53076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -53102.386719 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -53102.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -53133.777344 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -53133.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53145.855469 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -53145.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53149.652344 Penalty: 3125.189941
	Iteration 14Q: 3 clusters Score -53149.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53149.652344 Penalty: 3125.189941
	Iteration 15F: 3 clusters Score -53149.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -55012.972656 Penalty: 1551.901611
	Iteration 0F: 2 clusters Score -55012.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53482.765625 Penalty: 3103.803223
	Iteration 0F: 3 clusters Score -53482.77 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53719.539062 Penalty: 3103.803223
	Iteration 1F: 3 clusters Score -53719.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53832.746094 Penalty: 3103.803223
	Iteration 2F: 3 clusters Score -53832.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53888.253906 Penalty: 3103.803223
	Iteration 3Q: 3 clusters Score -53888.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53923.488281 Penalty: 3103.803223
	Iteration 4Q: 3 clusters Score -53923.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53962.960938 Penalty: 3103.803223
	Iteration 5Q: 3 clusters Score -53962.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53985.648438 Penalty: 3103.803223
	Iteration 6Q: 3 clusters Score -53985.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54009.183594 Penalty: 3103.803223
	Iteration 7Q: 3 clusters Score -54009.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54020.882812 Penalty: 3103.803223
	Iteration 8Q: 3 clusters Score -54020.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54028.824219 Penalty: 3103.803223
	Iteration 9Q: 3 clusters Score -54028.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54031.242188 Penalty: 3103.803223
	Iteration 10Q: 3 clusters Score -54031.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54033.808594 Penalty: 3103.803223
	Iteration 11Q: 3 clusters Score -54033.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54039.250000 Penalty: 3103.803223
	Iteration 12Q: 3 clusters Score -54039.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54041.539062 Penalty: 3103.803223
	Iteration 13Q: 3 clusters Score -54041.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54047.269531 Penalty: 3103.803223
	Iteration 14Q: 3 clusters Score -54047.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54053.429688 Penalty: 3103.803223
	Iteration 15Q: 3 clusters Score -54053.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54057.058594 Penalty: 3103.803223
	Iteration 16Q: 3 clusters Score -54057.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54062.437500 Penalty: 3103.803223
	Iteration 17Q: 3 clusters Score -54062.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54086.203125 Penalty: 3103.803223
	Iteration 18Q: 3 clusters Score -54086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54094.523438 Penalty: 3103.803223
	Iteration 19Q: 3 clusters Score -54094.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54103.156250 Penalty: 3103.803223
	Iteration 20F: 3 clusters Score -54103.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54106.945312 Penalty: 3103.803223
	Iteration 21Q: 3 clusters Score -54106.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54112.605469 Penalty: 3103.803223
	Iteration 22Q: 3 clusters Score -54112.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54115.601562 Penalty: 3103.803223
	Iteration 23Q: 3 clusters Score -54115.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54123.230469 Penalty: 3103.803223
	Iteration 24Q: 3 clusters Score -54123.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54132.164062 Penalty: 3103.803223
	Iteration 25Q: 3 clusters Score -54132.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54148.203125 Penalty: 3103.803223
	Iteration 26Q: 3 clusters Score -54148.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54174.476562 Penalty: 3103.803223
	Iteration 27Q: 3 clusters Score -54174.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54194.332031 Penalty: 3103.803223
	Iteration 28Q: 3 clusters Score -54194.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54251.414062 Penalty: 3103.803223
	Iteration 29Q: 3 clusters Score -54251.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54306.328125 Penalty: 3103.803223
	Iteration 30Q: 3 clusters Score -54306.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54326.675781 Penalty: 3103.803223
	Iteration 31Q: 3 clusters Score -54326.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54338.722656 Penalty: 3103.803223
	Iteration 32Q: 3 clusters Score -54338.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54350.300781 Penalty: 3103.803223
	Iteration 33Q: 3 clusters Score -54350.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54360.089844 Penalty: 3103.803223
	Iteration 34Q: 3 clusters Score -54360.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54362.593750 Penalty: 3103.803223
	Iteration 35Q: 3 clusters Score -54362.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54369.855469 Penalty: 3103.803223
	Iteration 36Q: 3 clusters Score -54369.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54373.808594 Penalty: 3103.803223
	Iteration 37Q: 3 clusters Score -54373.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54391.269531 Penalty: 3103.803223
	Iteration 38Q: 3 clusters Score -54391.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54438.558594 Penalty: 3103.803223
	Iteration 39Q: 3 clusters Score -54438.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54482.164062 Penalty: 3103.803223
	Iteration 40F: 3 clusters Score -54482.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54489.585938 Penalty: 3103.803223
	Iteration 41Q: 3 clusters Score -54489.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54502.902344 Penalty: 3103.803223
	Iteration 42Q: 3 clusters Score -54502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54516.015625 Penalty: 3103.803223
	Iteration 43Q: 3 clusters Score -54516.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54529.796875 Penalty: 3103.803223
	Iteration 44Q: 3 clusters Score -54529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54532.464844 Penalty: 3103.803223
	Iteration 45Q: 3 clusters Score -54532.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54534.046875 Penalty: 3103.803223
	Iteration 46Q: 3 clusters Score -54534.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54534.046875 Penalty: 3103.803223
	Iteration 47F: 3 clusters Score -54534.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Entering Unmasked Estep 
Score: -1387407.375000 Penalty: 2325.296143
	Iteration 0F: 2 clusters Score -1387407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1378652.250000 Penalty: 4650.592285
	Iteration 0F: 3 clusters Score -1378652 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1381333.000000 Penalty: 4650.592285
	Iteration 1F: 3 clusters Score -1381333 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1381772.250000 Penalty: 4650.592285
	Iteration 2F: 3 clusters Score -1381772 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1382122.875000 Penalty: 4650.592285
	Iteration 3F: 3 clusters Score -1382123 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1382449.000000 Penalty: 4650.592285
	Iteration 4Q: 3 clusters Score -1382449 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1382735.750000 Penalty: 4650.592285
	Iteration 5Q: 3 clusters Score -1382736 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1382975.875000 Penalty: 4650.592285
	Iteration 6Q: 3 clusters Score -1382976 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1383200.375000 Penalty: 4650.592285
	Iteration 7Q: 3 clusters Score -1383200 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1383422.875000 Penalty: 4650.592285
	Iteration 8Q: 3 clusters Score -1383423 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1383693.375000 Penalty: 4650.592285
	Iteration 9Q: 3 clusters Score -1383693 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1384035.000000 Penalty: 4650.592285
	Iteration 10Q: 3 clusters Score -1384035 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1384402.250000 Penalty: 4650.592285
	Iteration 11Q: 3 clusters Score -1384402 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1384795.750000 Penalty: 4650.592285
	Iteration 12Q: 3 clusters Score -1384796 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1385183.250000 Penalty: 4650.592285
	Iteration 13Q: 3 clusters Score -1385183 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1385573.500000 Penalty: 4650.592285
	Iteration 14Q: 3 clusters Score -1385574 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1385896.125000 Penalty: 4650.592285
	Iteration 15Q: 3 clusters Score -1385896 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1386137.875000 Penalty: 4650.592285
	Iteration 16Q: 3 clusters Score -1386138 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1386329.250000 Penalty: 4650.592285
	Iteration 17Q: 3 clusters Score -1386329 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1386437.875000 Penalty: 4650.592285
	Iteration 18Q: 3 clusters Score -1386438 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1386506.250000 Penalty: 4650.592285
	Iteration 19Q: 3 clusters Score -1386506 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1386549.875000 Penalty: 4650.592285
	Iteration 20F: 3 clusters Score -1386550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1386584.750000 Penalty: 4650.592285
	Iteration 21Q: 3 clusters Score -1386585 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1386606.750000 Penalty: 4650.592285
	Iteration 22Q: 3 clusters Score -1386607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1386620.375000 Penalty: 4650.592285
	Iteration 23Q: 3 clusters Score -1386620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1386632.500000 Penalty: 4650.592285
	Iteration 24Q: 3 clusters Score -1386632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1386644.500000 Penalty: 4650.592285
	Iteration 25Q: 3 clusters Score -1386644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1386650.125000 Penalty: 4650.592285
	Iteration 26Q: 3 clusters Score -1386650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1386655.000000 Penalty: 4650.592285
	Iteration 27Q: 3 clusters Score -1386655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1386655.250000 Penalty: 4650.592285
	Iteration 28Q: 3 clusters Score -1386655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1386658.625000 Penalty: 4650.592285
	Iteration 29Q: 3 clusters Score -1386659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1386661.000000 Penalty: 4650.592285
	Iteration 30Q: 3 clusters Score -1386661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1386664.250000 Penalty: 4650.592285
	Iteration 31Q: 3 clusters Score -1386664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1386665.875000 Penalty: 4650.592285
	Iteration 32Q: 3 clusters Score -1386666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1386669.250000 Penalty: 4650.592285
	Iteration 33Q: 3 clusters Score -1386669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1386669.250000 Penalty: 4650.592285
	Iteration 34F: 3 clusters Score -1386669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 24511 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 17750 members 
Mstep: Class 6 contains 2371 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 13036 members 
Mstep: Class 10 contains 166751 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 222707 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6339 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 64833 members 
Mstep: Class 20 contains 168461 members 
Mstep: Class 21 contains 1941 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 29955 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 11804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687504.000000 Penalty: 97933.328125
Iteration 119Q: 30 clusters Score -9.26875e+07 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 1195 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 24553 members 
Mstep: Class 4 contains 8046 members 
Mstep: Class 5 contains 17721 members 
Mstep: Class 6 contains 2371 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 13051 members 
Mstep: Class 10 contains 164089 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 229490 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 353 members 
Mstep: Class 18 contains 1903 members 
Mstep: Class 19 contains 64835 members 
Mstep: Class 20 contains 165858 members 
Mstep: Class 21 contains 1942 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30109 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 35446 members 
Mstep: Class 29 contains 10948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692168.000000 Penalty: 97933.328125
Iteration 120F: 30 clusters Score -9.269217e+07 nChanged 13864
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 24592 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5534 members 
Mstep: Class 9 contains 13028 members 
Mstep: Class 10 contains 161482 members 
Mstep: Class 11 contains 4684 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 233547 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6360 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 64831 members 
Mstep: Class 20 contains 162715 members 
Mstep: Class 21 contains 1939 members 
Mstep: Class 22 contains 2511 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30242 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 12211 members 
Mstep: Class 28 contains 36877 members 
Mstep: Class 29 contains 11808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694840.000000 Penalty: 97933.328125
Iteration 121Q: 30 clusters Score -9.269484e+07 nChanged 11896
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6905 members 
Mstep: Class 3 contains 24618 members 
Mstep: Class 4 contains 7182 members 
Mstep: Class 5 contains 17662 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5529 members 
Mstep: Class 9 contains 13005 members 
Mstep: Class 10 contains 158913 members 
Mstep: Class 11 contains 4518 members 
Mstep: Class 12 contains 311 members 
Mstep: Class 13 contains 238087 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 6386 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 64825 members 
Mstep: Class 20 contains 159507 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30413 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 12455 members 
Mstep: Class 28 contains 37917 members 
Mstep: Class 29 contains 12420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92697736.000000 Penalty: 97933.328125
Iteration 122Q: 30 clusters Score -9.269774e+07 nChanged 11196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6661 members 
Mstep: Class 3 contains 24624 members 
Mstep: Class 4 contains 6765 members 
Mstep: Class 5 contains 17631 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5503 members 
Mstep: Class 9 contains 13003 members 
Mstep: Class 10 contains 156428 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 243025 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6395 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 64825 members 
Mstep: Class 20 contains 156252 members 
Mstep: Class 21 contains 1939 members 
Mstep: Class 22 contains 2489 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30557 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 12667 members 
Mstep: Class 28 contains 38639 members 
Mstep: Class 29 contains 12931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92700240.000000 Penalty: 97933.328125
Iteration 123Q: 30 clusters Score -9.270024e+07 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 24617 members 
Mstep: Class 4 contains 6395 members 
Mstep: Class 5 contains 17584 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 13000 members 
Mstep: Class 10 contains 153960 members 
Mstep: Class 11 contains 4192 members 
Mstep: Class 12 contains 313 members 
Mstep: Class 13 contains 248068 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6417 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 64812 members 
Mstep: Class 20 contains 153062 members 
Mstep: Class 21 contains 1936 members 
Mstep: Class 22 contains 2485 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30710 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 12872 members 
Mstep: Class 28 contains 39239 members 
Mstep: Class 29 contains 13339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92701768.000000 Penalty: 97933.328125
Iteration 124Q: 30 clusters Score -9.270177e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6226 members 
Mstep: Class 3 contains 24611 members 
Mstep: Class 4 contains 6067 members 
Mstep: Class 5 contains 17554 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5435 members 
Mstep: Class 9 contains 12995 members 
Mstep: Class 10 contains 151563 members 
Mstep: Class 11 contains 4083 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 253185 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6444 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 64769 members 
Mstep: Class 20 contains 149825 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 2477 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30797 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 13099 members 
Mstep: Class 28 contains 39775 members 
Mstep: Class 29 contains 13627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92703264.000000 Penalty: 97933.328125
Iteration 125Q: 30 clusters Score -9.270326e+07 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6028 members 
Mstep: Class 3 contains 24589 members 
Mstep: Class 4 contains 5778 members 
Mstep: Class 5 contains 17553 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5397 members 
Mstep: Class 9 contains 12990 members 
Mstep: Class 10 contains 149286 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 316 members 
Mstep: Class 13 contains 258324 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6476 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 64740 members 
Mstep: Class 20 contains 146547 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 2472 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30866 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 13286 members 
Mstep: Class 28 contains 40261 members 
Mstep: Class 29 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92705040.000000 Penalty: 97933.328125
Iteration 126Q: 30 clusters Score -9.270504e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5855 members 
Mstep: Class 3 contains 24580 members 
Mstep: Class 4 contains 5487 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5375 members 
Mstep: Class 9 contains 12978 members 
Mstep: Class 10 contains 147195 members 
Mstep: Class 11 contains 3889 members 
Mstep: Class 12 contains 316 members 
Mstep: Class 13 contains 263363 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6502 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 64725 members 
Mstep: Class 20 contains 143205 members 
Mstep: Class 21 contains 1931 members 
Mstep: Class 22 contains 2467 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 30957 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 13480 members 
Mstep: Class 28 contains 40719 members 
Mstep: Class 29 contains 13994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92706504.000000 Penalty: 97933.328125
Iteration 127Q: 30 clusters Score -9.27065e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5662 members 
Mstep: Class 3 contains 24587 members 
Mstep: Class 4 contains 5238 members 
Mstep: Class 5 contains 17559 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5361 members 
Mstep: Class 9 contains 12965 members 
Mstep: Class 10 contains 145127 members 
Mstep: Class 11 contains 3799 members 
Mstep: Class 12 contains 316 members 
Mstep: Class 13 contains 268293 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6528 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 64672 members 
Mstep: Class 20 contains 139962 members 
Mstep: Class 21 contains 1932 members 
Mstep: Class 22 contains 2468 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 31058 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 13694 members 
Mstep: Class 28 contains 41147 members 
Mstep: Class 29 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92707472.000000 Penalty: 97933.328125
Iteration 128Q: 30 clusters Score -9.270747e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 24552 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 17591 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 12961 members 
Mstep: Class 10 contains 143249 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 12 contains 316 members 
Mstep: Class 13 contains 273141 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6557 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 64634 members 
Mstep: Class 20 contains 136709 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 2467 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 31190 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 13877 members 
Mstep: Class 28 contains 41527 members 
Mstep: Class 29 contains 14142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92707944.000000 Penalty: 97933.328125
Iteration 129Q: 30 clusters Score -9.270794e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5318 members 
Mstep: Class 3 contains 24529 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 17630 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5338 members 
Mstep: Class 9 contains 12950 members 
Mstep: Class 10 contains 141495 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 317 members 
Mstep: Class 13 contains 277885 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6585 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 1903 members 
Mstep: Class 19 contains 64591 members 
Mstep: Class 20 contains 133522 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 2459 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 31296 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 14019 members 
Mstep: Class 28 contains 41876 members 
Mstep: Class 29 contains 14114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92708928.000000 Penalty: 97933.328125
Iteration 130Q: 30 clusters Score -9.270893e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5142 members 
Mstep: Class 3 contains 24493 members 
Mstep: Class 4 contains 4608 members 
Mstep: Class 5 contains 17696 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 12952 members 
Mstep: Class 10 contains 139815 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 12 contains 316 members 
Mstep: Class 13 contains 282658 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 6604 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 1907 members 
Mstep: Class 19 contains 64500 members 
Mstep: Class 20 contains 130322 members 
Mstep: Class 21 contains 1936 members 
Mstep: Class 22 contains 2460 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 31414 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 14151 members 
Mstep: Class 28 contains 42144 members 
Mstep: Class 29 contains 14075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92709600.000000 Penalty: 97933.328125
Iteration 131Q: 30 clusters Score -9.27096e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 24463 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 17779 members 
Mstep: Class 6 contains 2360 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 12952 members 
Mstep: Class 10 contains 138396 members 
Mstep: Class 11 contains 3466 members 
Mstep: Class 12 contains 315 members 
Mstep: Class 13 contains 287277 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 6634 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 64415 members 
Mstep: Class 20 contains 127069 members 
Mstep: Class 21 contains 1936 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 31509 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 14249 members 
Mstep: Class 28 contains 42404 members 
Mstep: Class 29 contains 14011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92710584.000000 Penalty: 97933.328125
Iteration 132Q: 30 clusters Score -9.271058e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4856 members 
Mstep: Class 3 contains 24442 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 17901 members 
Mstep: Class 6 contains 2359 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5300 members 
Mstep: Class 9 contains 12958 members 
Mstep: Class 10 contains 136993 members 
Mstep: Class 11 contains 3411 members 
Mstep: Class 12 contains 316 members 
Mstep: Class 13 contains 291897 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 6662 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 64311 members 
Mstep: Class 20 contains 123789 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 2457 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 31579 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 14310 members 
Mstep: Class 28 contains 42661 members 
Mstep: Class 29 contains 13916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92710280.000000 Penalty: 97933.328125
Iteration 133Q: 30 clusters Score -9.271028e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4744 members 
Mstep: Class 3 contains 24378 members 
Mstep: Class 4 contains 4079 members 
Mstep: Class 5 contains 18027 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5279 members 
Mstep: Class 9 contains 12957 members 
Mstep: Class 10 contains 135733 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 12 contains 316 members 
Mstep: Class 13 contains 296297 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 64231 members 
Mstep: Class 20 contains 120618 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 31639 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 14360 members 
Mstep: Class 28 contains 42926 members 
Mstep: Class 29 contains 13845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92709464.000000 Penalty: 97933.328125
Iteration 134Q: 30 clusters Score -9.270946e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 24319 members 
Mstep: Class 4 contains 3941 members 
Mstep: Class 5 contains 18179 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5265 members 
Mstep: Class 9 contains 12959 members 
Mstep: Class 10 contains 134592 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 315 members 
Mstep: Class 13 contains 300324 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 64172 members 
Mstep: Class 20 contains 117547 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 31737 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 14418 members 
Mstep: Class 28 contains 43204 members 
Mstep: Class 29 contains 13763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92708072.000000 Penalty: 97933.328125
Iteration 135Q: 30 clusters Score -9.270807e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 4560 members 
Mstep: Class 3 contains 24313 members 
Mstep: Class 4 contains 3816 members 
Mstep: Class 5 contains 18369 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5249 members 
Mstep: Class 9 contains 12965 members 
Mstep: Class 10 contains 133504 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 304143 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6735 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 64132 members 
Mstep: Class 20 contains 114552 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 31837 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 14464 members 
Mstep: Class 28 contains 43465 members 
Mstep: Class 29 contains 13690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92706208.000000 Penalty: 97933.328125
Iteration 136Q: 30 clusters Score -9.270621e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 24361 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 18577 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 9 contains 12974 members 
Mstep: Class 10 contains 132619 members 
Mstep: Class 11 contains 3148 members 
Mstep: Class 12 contains 313 members 
Mstep: Class 13 contains 307409 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 64119 members 
Mstep: Class 20 contains 111730 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 2460 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 31968 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 14534 members 
Mstep: Class 28 contains 43733 members 
Mstep: Class 29 contains 13654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92703984.000000 Penalty: 97933.328125
Iteration 137Q: 30 clusters Score -9.270398e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 24403 members 
Mstep: Class 4 contains 3591 members 
Mstep: Class 5 contains 18824 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5173 members 
Mstep: Class 9 contains 12971 members 
Mstep: Class 10 contains 131966 members 
Mstep: Class 11 contains 3066 members 
Mstep: Class 12 contains 313 members 
Mstep: Class 13 contains 310146 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6778 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 64144 members 
Mstep: Class 20 contains 109113 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 2467 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 32114 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 14631 members 
Mstep: Class 28 contains 44004 members 
Mstep: Class 29 contains 13608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92702008.000000 Penalty: 97933.328125
Iteration 138Q: 30 clusters Score -9.270201e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 24457 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 19091 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5159 members 
Mstep: Class 9 contains 12971 members 
Mstep: Class 10 contains 131470 members 
Mstep: Class 11 contains 3000 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 312280 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6809 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 64164 members 
Mstep: Class 20 contains 106797 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 2469 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 32274 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 14724 members 
Mstep: Class 28 contains 44251 members 
Mstep: Class 29 contains 13601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92699720.000000 Penalty: 97933.328125
Iteration 139Q: 30 clusters Score -9.269972e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 24544 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 19383 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 12979 members 
Mstep: Class 10 contains 131299 members 
Mstep: Class 11 contains 2970 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 313625 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 6839 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 64240 members 
Mstep: Class 20 contains 104791 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 2472 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 32429 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 44445 members 
Mstep: Class 29 contains 13629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92698352.000000 Penalty: 97933.328125
Iteration 140F: 30 clusters Score -9.269835e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 1190 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 24673 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 19667 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5138 members 
Mstep: Class 9 contains 12986 members 
Mstep: Class 10 contains 131284 members 
Mstep: Class 11 contains 2950 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 314457 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6859 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 64331 members 
Mstep: Class 20 contains 103063 members 
Mstep: Class 21 contains 1944 members 
Mstep: Class 22 contains 2472 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 32599 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 14913 members 
Mstep: Class 28 contains 44607 members 
Mstep: Class 29 contains 13685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92697088.000000 Penalty: 97933.328125
Iteration 141Q: 30 clusters Score -9.269709e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4419 members 
Mstep: Class 3 contains 24829 members 
Mstep: Class 4 contains 3247 members 
Mstep: Class 5 contains 19940 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 12989 members 
Mstep: Class 10 contains 131377 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 315081 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6872 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 64418 members 
Mstep: Class 20 contains 101443 members 
Mstep: Class 21 contains 1946 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 32748 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 15009 members 
Mstep: Class 28 contains 44725 members 
Mstep: Class 29 contains 13781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92695936.000000 Penalty: 97933.328125
Iteration 142Q: 30 clusters Score -9.269594e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 24986 members 
Mstep: Class 4 contains 3173 members 
Mstep: Class 5 contains 20203 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 12997 members 
Mstep: Class 10 contains 131641 members 
Mstep: Class 11 contains 2923 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 315402 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 64492 members 
Mstep: Class 20 contains 99996 members 
Mstep: Class 21 contains 1946 members 
Mstep: Class 22 contains 2487 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 32914 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 15111 members 
Mstep: Class 28 contains 44771 members 
Mstep: Class 29 contains 13856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92695176.000000 Penalty: 97933.328125
Iteration 143Q: 30 clusters Score -9.269518e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4454 members 
Mstep: Class 3 contains 25122 members 
Mstep: Class 4 contains 3105 members 
Mstep: Class 5 contains 20469 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5166 members 
Mstep: Class 9 contains 13003 members 
Mstep: Class 10 contains 131961 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 315528 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 6911 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 64585 members 
Mstep: Class 20 contains 98739 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 33063 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 15212 members 
Mstep: Class 28 contains 44766 members 
Mstep: Class 29 contains 13946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92695008.000000 Penalty: 97933.328125
Iteration 144Q: 30 clusters Score -9.269501e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 25276 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 5 contains 20721 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5168 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 132303 members 
Mstep: Class 11 contains 2960 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 315672 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6922 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 64651 members 
Mstep: Class 20 contains 97541 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 2500 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 33202 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 15299 members 
Mstep: Class 28 contains 44708 members 
Mstep: Class 29 contains 14027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694936.000000 Penalty: 97933.328125
Iteration 145Q: 30 clusters Score -9.269494e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 25423 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 20951 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5178 members 
Mstep: Class 9 contains 13012 members 
Mstep: Class 10 contains 132684 members 
Mstep: Class 11 contains 2991 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 315765 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6923 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 64715 members 
Mstep: Class 20 contains 96412 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 33337 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 15397 members 
Mstep: Class 28 contains 44625 members 
Mstep: Class 29 contains 14091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694408.000000 Penalty: 97933.328125
Iteration 146Q: 30 clusters Score -9.269441e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 25547 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 21147 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 133136 members 
Mstep: Class 11 contains 3019 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 315869 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6930 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 64790 members 
Mstep: Class 20 contains 95324 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 2511 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 33430 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 15475 members 
Mstep: Class 28 contains 44545 members 
Mstep: Class 29 contains 14151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694464.000000 Penalty: 97933.328125
Iteration 147Q: 30 clusters Score -9.269446e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 25662 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 21298 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5184 members 
Mstep: Class 9 contains 13010 members 
Mstep: Class 10 contains 133611 members 
Mstep: Class 11 contains 3046 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 315931 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6933 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 64846 members 
Mstep: Class 20 contains 94314 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 33518 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 15557 members 
Mstep: Class 28 contains 44470 members 
Mstep: Class 29 contains 14208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694456.000000 Penalty: 97933.328125
Iteration 148Q: 30 clusters Score -9.269446e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 25770 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 21431 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5186 members 
Mstep: Class 9 contains 13009 members 
Mstep: Class 10 contains 134047 members 
Mstep: Class 11 contains 3075 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 315996 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6936 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 64896 members 
Mstep: Class 20 contains 93388 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 33609 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 15617 members 
Mstep: Class 28 contains 44403 members 
Mstep: Class 29 contains 14252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694208.000000 Penalty: 97933.328125
Iteration 149Q: 30 clusters Score -9.269421e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 25862 members 
Mstep: Class 4 contains 2900 members 
Mstep: Class 5 contains 21571 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5191 members 
Mstep: Class 9 contains 13012 members 
Mstep: Class 10 contains 134426 members 
Mstep: Class 11 contains 3107 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316157 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6923 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 64967 members 
Mstep: Class 20 contains 92450 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 33695 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 15661 members 
Mstep: Class 28 contains 44321 members 
Mstep: Class 29 contains 14284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693952.000000 Penalty: 97933.328125
Iteration 150Q: 30 clusters Score -9.269395e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 25958 members 
Mstep: Class 4 contains 2884 members 
Mstep: Class 5 contains 21696 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5193 members 
Mstep: Class 9 contains 13009 members 
Mstep: Class 10 contains 134830 members 
Mstep: Class 11 contains 3126 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316203 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 65009 members 
Mstep: Class 20 contains 91655 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 33761 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 15722 members 
Mstep: Class 28 contains 44249 members 
Mstep: Class 29 contains 14314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693976.000000 Penalty: 97933.328125
Iteration 151Q: 30 clusters Score -9.269398e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 26048 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 21817 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5202 members 
Mstep: Class 9 contains 12998 members 
Mstep: Class 10 contains 135227 members 
Mstep: Class 11 contains 3148 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316221 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6911 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 65057 members 
Mstep: Class 20 contains 90882 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 2532 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 33826 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 15784 members 
Mstep: Class 28 contains 44180 members 
Mstep: Class 29 contains 14362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694272.000000 Penalty: 97933.328125
Iteration 152Q: 30 clusters Score -9.269427e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 26131 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 21938 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5207 members 
Mstep: Class 9 contains 13002 members 
Mstep: Class 10 contains 135649 members 
Mstep: Class 11 contains 3158 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316218 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 65100 members 
Mstep: Class 20 contains 90119 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 33893 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 15847 members 
Mstep: Class 28 contains 44110 members 
Mstep: Class 29 contains 14409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693952.000000 Penalty: 97933.328125
Iteration 153Q: 30 clusters Score -9.269395e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 26210 members 
Mstep: Class 4 contains 2809 members 
Mstep: Class 5 contains 22038 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5211 members 
Mstep: Class 9 contains 13001 members 
Mstep: Class 10 contains 136065 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316219 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6903 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 65135 members 
Mstep: Class 20 contains 89388 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 33972 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 15907 members 
Mstep: Class 28 contains 44051 members 
Mstep: Class 29 contains 14460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693792.000000 Penalty: 97933.328125
Iteration 154Q: 30 clusters Score -9.269379e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 26276 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 22118 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 13001 members 
Mstep: Class 10 contains 136479 members 
Mstep: Class 11 contains 3198 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316246 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 65161 members 
Mstep: Class 20 contains 88693 members 
Mstep: Class 21 contains 1950 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34040 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 15957 members 
Mstep: Class 28 contains 43995 members 
Mstep: Class 29 contains 14507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694032.000000 Penalty: 97933.328125
Iteration 155Q: 30 clusters Score -9.269403e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 26329 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 22183 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 13004 members 
Mstep: Class 10 contains 136864 members 
Mstep: Class 11 contains 3217 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316293 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6873 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 65198 members 
Mstep: Class 20 contains 88037 members 
Mstep: Class 21 contains 1950 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34103 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16003 members 
Mstep: Class 28 contains 43954 members 
Mstep: Class 29 contains 14533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694112.000000 Penalty: 97933.328125
Iteration 156Q: 30 clusters Score -9.269411e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 26389 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 22242 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5236 members 
Mstep: Class 9 contains 13009 members 
Mstep: Class 10 contains 137242 members 
Mstep: Class 11 contains 3241 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316305 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 65223 members 
Mstep: Class 20 contains 87433 members 
Mstep: Class 21 contains 1950 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34165 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16038 members 
Mstep: Class 28 contains 43913 members 
Mstep: Class 29 contains 14563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693960.000000 Penalty: 97933.328125
Iteration 157Q: 30 clusters Score -9.269396e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 26444 members 
Mstep: Class 4 contains 2714 members 
Mstep: Class 5 contains 22285 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5242 members 
Mstep: Class 9 contains 13006 members 
Mstep: Class 10 contains 137603 members 
Mstep: Class 11 contains 3256 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316290 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6847 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 65256 members 
Mstep: Class 20 contains 86897 members 
Mstep: Class 21 contains 1950 members 
Mstep: Class 22 contains 2566 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34216 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 43878 members 
Mstep: Class 29 contains 14602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693912.000000 Penalty: 97933.328125
Iteration 158Q: 30 clusters Score -9.269391e+07 nChanged 1087
Entering ConstructFrom: 
Score: -92693912.000000 Penalty: 97933.328125
Entering ConstructFrom: 
Trying to split cluster 1 (6963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Entering Unmasked Estep 
Score: -770314.500000 Penalty: 2194.394775
	Iteration 0F: 2 clusters Score -770314.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -764488.250000 Penalty: 4388.789551
	Iteration 0F: 3 clusters Score -764488.2 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -766112.062500 Penalty: 4388.789551
	Iteration 1F: 3 clusters Score -766112.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -766605.125000 Penalty: 4388.789551
	Iteration 2F: 3 clusters Score -766605.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -767134.000000 Penalty: 4388.789551
	Iteration 3F: 3 clusters Score -767134 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -767618.250000 Penalty: 4388.789551
	Iteration 4F: 3 clusters Score -767618.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -768080.187500 Penalty: 4388.789551
	Iteration 5F: 3 clusters Score -768080.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -768459.625000 Penalty: 4388.789551
	Iteration 6F: 3 clusters Score -768459.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -768773.375000 Penalty: 4388.789551
	Iteration 7F: 3 clusters Score -768773.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -768971.000000 Penalty: 4388.789551
	Iteration 8Q: 3 clusters Score -768971 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -769065.562500 Penalty: 4388.789551
	Iteration 9Q: 3 clusters Score -769065.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -769113.375000 Penalty: 4388.789551
	Iteration 10Q: 3 clusters Score -769113.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -769155.937500 Penalty: 4388.789551
	Iteration 11Q: 3 clusters Score -769155.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -769185.625000 Penalty: 4388.789551
	Iteration 12Q: 3 clusters Score -769185.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -769206.187500 Penalty: 4388.789551
	Iteration 13Q: 3 clusters Score -769206.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -769212.187500 Penalty: 4388.789551
	Iteration 14Q: 3 clusters Score -769212.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -769217.250000 Penalty: 4388.789551
	Iteration 15Q: 3 clusters Score -769217.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -769223.000000 Penalty: 4388.789551
	Iteration 16Q: 3 clusters Score -769223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -769225.062500 Penalty: 4388.789551
	Iteration 17Q: 3 clusters Score -769225.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -769226.750000 Penalty: 4388.789551
	Iteration 18Q: 3 clusters Score -769226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -769229.250000 Penalty: 4388.789551
	Iteration 19Q: 3 clusters Score -769229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -769229.250000 Penalty: 4388.789551
	Iteration 20F: 3 clusters Score -769229.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Entering Unmasked Estep 
Score: -503554.187500 Penalty: 2082.358398
	Iteration 0F: 2 clusters Score -503554.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -499451.468750 Penalty: 4164.716797
	Iteration 0F: 3 clusters Score -499451.5 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -500391.125000 Penalty: 4164.716797
	Iteration 1F: 3 clusters Score -500391.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -500631.281250 Penalty: 4164.716797
	Iteration 2F: 3 clusters Score -500631.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -500816.750000 Penalty: 4164.716797
	Iteration 3F: 3 clusters Score -500816.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -500962.375000 Penalty: 4164.716797
	Iteration 4Q: 3 clusters Score -500962.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -501073.375000 Penalty: 4164.716797
	Iteration 5Q: 3 clusters Score -501073.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -501165.031250 Penalty: 4164.716797
	Iteration 6Q: 3 clusters Score -501165 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -501269.281250 Penalty: 4164.716797
	Iteration 7Q: 3 clusters Score -501269.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -501369.437500 Penalty: 4164.716797
	Iteration 8Q: 3 clusters Score -501369.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -501451.093750 Penalty: 4164.716797
	Iteration 9Q: 3 clusters Score -501451.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -501538.843750 Penalty: 4164.716797
	Iteration 10Q: 3 clusters Score -501538.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -501623.062500 Penalty: 4164.716797
	Iteration 11Q: 3 clusters Score -501623.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -501694.625000 Penalty: 4164.716797
	Iteration 12Q: 3 clusters Score -501694.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -501751.593750 Penalty: 4164.716797
	Iteration 13Q: 3 clusters Score -501751.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -501811.750000 Penalty: 4164.716797
	Iteration 14Q: 3 clusters Score -501811.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -501854.843750 Penalty: 4164.716797
	Iteration 15Q: 3 clusters Score -501854.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -501894.250000 Penalty: 4164.716797
	Iteration 16Q: 3 clusters Score -501894.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -501929.093750 Penalty: 4164.716797
	Iteration 17Q: 3 clusters Score -501929.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -501961.187500 Penalty: 4164.716797
	Iteration 18Q: 3 clusters Score -501961.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -501988.500000 Penalty: 4164.716797
	Iteration 19Q: 3 clusters Score -501988.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -502011.406250 Penalty: 4164.716797
	Iteration 20F: 3 clusters Score -502011.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -502025.593750 Penalty: 4164.716797
	Iteration 21Q: 3 clusters Score -502025.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -502041.062500 Penalty: 4164.716797
	Iteration 22Q: 3 clusters Score -502041.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -502055.687500 Penalty: 4164.716797
	Iteration 23Q: 3 clusters Score -502055.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -502073.781250 Penalty: 4164.716797
	Iteration 24Q: 3 clusters Score -502073.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -502090.031250 Penalty: 4164.716797
	Iteration 25Q: 3 clusters Score -502090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -502109.781250 Penalty: 4164.716797
	Iteration 26Q: 3 clusters Score -502109.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -502118.937500 Penalty: 4164.716797
	Iteration 27Q: 3 clusters Score -502118.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -502129.343750 Penalty: 4164.716797
	Iteration 28Q: 3 clusters Score -502129.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -502146.125000 Penalty: 4164.716797
	Iteration 29Q: 3 clusters Score -502146.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -502160.562500 Penalty: 4164.716797
	Iteration 30Q: 3 clusters Score -502160.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -502170.562500 Penalty: 4164.716797
	Iteration 31Q: 3 clusters Score -502170.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -502175.781250 Penalty: 4164.716797
	Iteration 32Q: 3 clusters Score -502175.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -502180.562500 Penalty: 4164.716797
	Iteration 33Q: 3 clusters Score -502180.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -502182.156250 Penalty: 4164.716797
	Iteration 34Q: 3 clusters Score -502182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -502184.843750 Penalty: 4164.716797
	Iteration 35Q: 3 clusters Score -502184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -502186.625000 Penalty: 4164.716797
	Iteration 36Q: 3 clusters Score -502186.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -502186.531250 Penalty: 4164.716797
	Iteration 37Q: 3 clusters Score -502186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -502188.593750 Penalty: 4164.716797
	Iteration 38Q: 3 clusters Score -502188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -502189.625000 Penalty: 4164.716797
	Iteration 39Q: 3 clusters Score -502189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -502191.531250 Penalty: 4164.716797
	Iteration 40F: 3 clusters Score -502191.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -502192.437500 Penalty: 4164.716797
	Iteration 41Q: 3 clusters Score -502192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -502195.312500 Penalty: 4164.716797
	Iteration 42Q: 3 clusters Score -502195.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -502197.687500 Penalty: 4164.716797
	Iteration 43Q: 3 clusters Score -502197.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -502199.062500 Penalty: 4164.716797
	Iteration 44Q: 3 clusters Score -502199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -502200.406250 Penalty: 4164.716797
	Iteration 45Q: 3 clusters Score -502200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -502203.218750 Penalty: 4164.716797
	Iteration 46Q: 3 clusters Score -502203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -502206.375000 Penalty: 4164.716797
	Iteration 47Q: 3 clusters Score -502206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -502209.250000 Penalty: 4164.716797
	Iteration 48Q: 3 clusters Score -502209.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -502212.562500 Penalty: 4164.716797
	Iteration 49Q: 3 clusters Score -502212.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -502216.906250 Penalty: 4164.716797
	Iteration 50Q: 3 clusters Score -502216.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -502220.375000 Penalty: 4164.716797
	Iteration 51Q: 3 clusters Score -502220.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -502224.468750 Penalty: 4164.716797
	Iteration 52Q: 3 clusters Score -502224.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -502228.937500 Penalty: 4164.716797
	Iteration 53Q: 3 clusters Score -502228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -502233.406250 Penalty: 4164.716797
	Iteration 54Q: 3 clusters Score -502233.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -502234.875000 Penalty: 4164.716797
	Iteration 55Q: 3 clusters Score -502234.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -502236.718750 Penalty: 4164.716797
	Iteration 56Q: 3 clusters Score -502236.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -502237.843750 Penalty: 4164.716797
	Iteration 57Q: 3 clusters Score -502237.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -502245.531250 Penalty: 4164.716797
	Iteration 58Q: 3 clusters Score -502245.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -502255.656250 Penalty: 4164.716797
	Iteration 59Q: 3 clusters Score -502255.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -502262.406250 Penalty: 4164.716797
	Iteration 60F: 3 clusters Score -502262.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -502269.937500 Penalty: 4164.716797
	Iteration 61Q: 3 clusters Score -502269.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -502285.687500 Penalty: 4164.716797
	Iteration 62Q: 3 clusters Score -502285.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -502300.843750 Penalty: 4164.716797
	Iteration 63Q: 3 clusters Score -502300.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -502319.718750 Penalty: 4164.716797
	Iteration 64Q: 3 clusters Score -502319.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -502337.750000 Penalty: 4164.716797
	Iteration 65Q: 3 clusters Score -502337.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -502361.906250 Penalty: 4164.716797
	Iteration 66Q: 3 clusters Score -502361.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -502374.875000 Penalty: 4164.716797
	Iteration 67Q: 3 clusters Score -502374.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -502390.687500 Penalty: 4164.716797
	Iteration 68Q: 3 clusters Score -502390.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -502403.906250 Penalty: 4164.716797
	Iteration 69Q: 3 clusters Score -502403.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -502413.187500 Penalty: 4164.716797
	Iteration 70Q: 3 clusters Score -502413.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -502420.281250 Penalty: 4164.716797
	Iteration 71Q: 3 clusters Score -502420.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -502424.500000 Penalty: 4164.716797
	Iteration 72Q: 3 clusters Score -502424.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -502429.000000 Penalty: 4164.716797
	Iteration 73Q: 3 clusters Score -502429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -502432.968750 Penalty: 4164.716797
	Iteration 74Q: 3 clusters Score -502433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -502437.343750 Penalty: 4164.716797
	Iteration 75Q: 3 clusters Score -502437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -502438.937500 Penalty: 4164.716797
	Iteration 76Q: 3 clusters Score -502438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -502440.156250 Penalty: 4164.716797
	Iteration 77Q: 3 clusters Score -502440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -502441.093750 Penalty: 4164.716797
	Iteration 78Q: 3 clusters Score -502441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -502444.187500 Penalty: 4164.716797
	Iteration 79Q: 3 clusters Score -502444.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -502445.000000 Penalty: 4164.716797
	Iteration 80F: 3 clusters Score -502445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -502445.218750 Penalty: 4164.716797
	Iteration 81Q: 3 clusters Score -502445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -502446.093750 Penalty: 4164.716797
	Iteration 82Q: 3 clusters Score -502446.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -502446.093750 Penalty: 4164.716797
	Iteration 83F: 3 clusters Score -502446.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Entering Unmasked Estep 
Score: -3114352.000000 Penalty: 2525.836670
	Iteration 0F: 2 clusters Score -3114352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3096084.500000 Penalty: 5051.673340
	Iteration 0F: 3 clusters Score -3096084 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3102603.250000 Penalty: 5051.673340
	Iteration 1F: 3 clusters Score -3102603 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3103122.500000 Penalty: 5051.673340
	Iteration 2F: 3 clusters Score -3103122 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3103610.750000 Penalty: 5051.673340
	Iteration 3Q: 3 clusters Score -3103611 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3104098.000000 Penalty: 5051.673340
	Iteration 4Q: 3 clusters Score -3104098 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3104600.250000 Penalty: 5051.673340
	Iteration 5Q: 3 clusters Score -3104600 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3105224.750000 Penalty: 5051.673340
	Iteration 6Q: 3 clusters Score -3105225 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3105947.000000 Penalty: 5051.673340
	Iteration 7Q: 3 clusters Score -3105947 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -3106896.750000 Penalty: 5051.673340
	Iteration 8F: 3 clusters Score -3106897 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3107912.750000 Penalty: 5051.673340
	Iteration 9F: 3 clusters Score -3107913 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -3109004.000000 Penalty: 5051.673340
	Iteration 10F: 3 clusters Score -3109004 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3109802.500000 Penalty: 5051.673340
	Iteration 11Q: 3 clusters Score -3109802 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3110376.750000 Penalty: 5051.673340
	Iteration 12Q: 3 clusters Score -3110377 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3110759.250000 Penalty: 5051.673340
	Iteration 13Q: 3 clusters Score -3110759 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -3111034.750000 Penalty: 5051.673340
	Iteration 14Q: 3 clusters Score -3111035 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3111196.000000 Penalty: 5051.673340
	Iteration 15Q: 3 clusters Score -3111196 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3111325.250000 Penalty: 5051.673340
	Iteration 16Q: 3 clusters Score -3111325 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3111425.250000 Penalty: 5051.673340
	Iteration 17Q: 3 clusters Score -3111425 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -3111506.000000 Penalty: 5051.673340
	Iteration 18Q: 3 clusters Score -3111506 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3111567.250000 Penalty: 5051.673340
	Iteration 19Q: 3 clusters Score -3111567 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3111620.250000 Penalty: 5051.673340
	Iteration 20F: 3 clusters Score -3111620 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -3111666.750000 Penalty: 5051.673340
	Iteration 21Q: 3 clusters Score -3111667 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3111706.250000 Penalty: 5051.673340
	Iteration 22Q: 3 clusters Score -3111706 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3111726.500000 Penalty: 5051.673340
	Iteration 23Q: 3 clusters Score -3111726 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3111766.000000 Penalty: 5051.673340
	Iteration 24Q: 3 clusters Score -3111766 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3111790.000000 Penalty: 5051.673340
	Iteration 25Q: 3 clusters Score -3111790 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3111824.500000 Penalty: 5051.673340
	Iteration 26Q: 3 clusters Score -3111824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3111842.500000 Penalty: 5051.673340
	Iteration 27Q: 3 clusters Score -3111842 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3111865.250000 Penalty: 5051.673340
	Iteration 28Q: 3 clusters Score -3111865 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3111883.250000 Penalty: 5051.673340
	Iteration 29Q: 3 clusters Score -3111883 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3111918.750000 Penalty: 5051.673340
	Iteration 30Q: 3 clusters Score -3111919 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3111932.000000 Penalty: 5051.673340
	Iteration 31Q: 3 clusters Score -3111932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3111948.750000 Penalty: 5051.673340
	Iteration 32Q: 3 clusters Score -3111949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3111964.000000 Penalty: 5051.673340
	Iteration 33Q: 3 clusters Score -3111964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3111970.250000 Penalty: 5051.673340
	Iteration 34Q: 3 clusters Score -3111970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3111986.500000 Penalty: 5051.673340
	Iteration 35Q: 3 clusters Score -3111986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3111997.250000 Penalty: 5051.673340
	Iteration 36Q: 3 clusters Score -3111997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3112004.500000 Penalty: 5051.673340
	Iteration 37Q: 3 clusters Score -3112004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3112009.750000 Penalty: 5051.673340
	Iteration 38Q: 3 clusters Score -3112010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3112014.000000 Penalty: 5051.673340
	Iteration 39Q: 3 clusters Score -3112014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3112016.250000 Penalty: 5051.673340
	Iteration 40F: 3 clusters Score -3112016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3112036.000000 Penalty: 5051.673340
	Iteration 41Q: 3 clusters Score -3112036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3112036.750000 Penalty: 5051.673340
	Iteration 42Q: 3 clusters Score -3112037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3112051.750000 Penalty: 5051.673340
	Iteration 43Q: 3 clusters Score -3112052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3112061.000000 Penalty: 5051.673340
	Iteration 44Q: 3 clusters Score -3112061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3112065.000000 Penalty: 5051.673340
	Iteration 45Q: 3 clusters Score -3112065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3112069.000000 Penalty: 5051.673340
	Iteration 46Q: 3 clusters Score -3112069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3112075.000000 Penalty: 5051.673340
	Iteration 47Q: 3 clusters Score -3112075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3112080.250000 Penalty: 5051.673340
	Iteration 48Q: 3 clusters Score -3112080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3112077.000000 Penalty: 5051.673340
	Iteration 49Q: 3 clusters Score -3112077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3112080.000000 Penalty: 5051.673340
	Iteration 50Q: 3 clusters Score -3112080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3112080.500000 Penalty: 5051.673340
	Iteration 51Q: 3 clusters Score -3112080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3112084.000000 Penalty: 5051.673340
	Iteration 52Q: 3 clusters Score -3112084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -3112087.500000 Penalty: 5051.673340
	Iteration 53Q: 3 clusters Score -3112088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3112086.250000 Penalty: 5051.673340
	Iteration 54Q: 3 clusters Score -3112086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3112089.750000 Penalty: 5051.673340
	Iteration 55Q: 3 clusters Score -3112090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3112098.250000 Penalty: 5051.673340
	Iteration 56Q: 3 clusters Score -3112098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3112100.750000 Penalty: 5051.673340
	Iteration 57Q: 3 clusters Score -3112101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3112106.750000 Penalty: 5051.673340
	Iteration 58Q: 3 clusters Score -3112107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3112108.750000 Penalty: 5051.673340
	Iteration 59Q: 3 clusters Score -3112109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3112115.500000 Penalty: 5051.673340
	Iteration 60F: 3 clusters Score -3112116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3112119.250000 Penalty: 5051.673340
	Iteration 61Q: 3 clusters Score -3112119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -3112128.750000 Penalty: 5051.673340
	Iteration 62Q: 3 clusters Score -3112129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3112133.750000 Penalty: 5051.673340
	Iteration 63Q: 3 clusters Score -3112134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3112133.750000 Penalty: 5051.673340
	Iteration 64Q: 3 clusters Score -3112134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3112136.750000 Penalty: 5051.673340
	Iteration 65Q: 3 clusters Score -3112137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3112130.750000 Penalty: 5051.673340
	Iteration 66Q: 3 clusters Score -3112131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3112129.250000 Penalty: 5051.673340
	Iteration 67Q: 3 clusters Score -3112129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3112129.250000 Penalty: 5051.673340
	Iteration 68Q: 3 clusters Score -3112129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3112129.750000 Penalty: 5051.673340
	Iteration 69Q: 3 clusters Score -3112130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3112130.000000 Penalty: 5051.673340
	Iteration 70Q: 3 clusters Score -3112130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3112134.750000 Penalty: 5051.673340
	Iteration 71Q: 3 clusters Score -3112135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3112133.000000 Penalty: 5051.673340
	Iteration 72Q: 3 clusters Score -3112133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -3112132.750000 Penalty: 5051.673340
	Iteration 73Q: 3 clusters Score -3112133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3112133.000000 Penalty: 5051.673340
	Iteration 74Q: 3 clusters Score -3112133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3112133.000000 Penalty: 5051.673340
	Iteration 75F: 3 clusters Score -3112133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Entering Unmasked Estep 
Score: -323752.531250 Penalty: 1958.990112
	Iteration 0F: 2 clusters Score -323752.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -320615.187500 Penalty: 3917.980225
	Iteration 0F: 3 clusters Score -320615.2 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -321201.718750 Penalty: 3917.980225
	Iteration 1F: 3 clusters Score -321201.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -321365.312500 Penalty: 3917.980225
	Iteration 2F: 3 clusters Score -321365.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -321447.562500 Penalty: 3917.980225
	Iteration 3Q: 3 clusters Score -321447.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -321508.906250 Penalty: 3917.980225
	Iteration 4Q: 3 clusters Score -321508.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -321548.468750 Penalty: 3917.980225
	Iteration 5Q: 3 clusters Score -321548.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -321565.187500 Penalty: 3917.980225
	Iteration 6Q: 3 clusters Score -321565.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -321574.531250 Penalty: 3917.980225
	Iteration 7Q: 3 clusters Score -321574.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -321582.750000 Penalty: 3917.980225
	Iteration 8Q: 3 clusters Score -321582.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -321590.156250 Penalty: 3917.980225
	Iteration 9Q: 3 clusters Score -321590.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -321597.343750 Penalty: 3917.980225
	Iteration 10Q: 3 clusters Score -321597.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -321603.375000 Penalty: 3917.980225
	Iteration 11Q: 3 clusters Score -321603.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -321607.843750 Penalty: 3917.980225
	Iteration 12Q: 3 clusters Score -321607.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -321610.875000 Penalty: 3917.980225
	Iteration 13Q: 3 clusters Score -321610.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -321615.562500 Penalty: 3917.980225
	Iteration 14Q: 3 clusters Score -321615.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -321617.843750 Penalty: 3917.980225
	Iteration 15Q: 3 clusters Score -321617.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -321619.937500 Penalty: 3917.980225
	Iteration 16Q: 3 clusters Score -321619.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -321623.281250 Penalty: 3917.980225
	Iteration 17Q: 3 clusters Score -321623.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -321624.500000 Penalty: 3917.980225
	Iteration 18Q: 3 clusters Score -321624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -321626.000000 Penalty: 3917.980225
	Iteration 19Q: 3 clusters Score -321626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -321626.312500 Penalty: 3917.980225
	Iteration 20F: 3 clusters Score -321626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -321625.718750 Penalty: 3917.980225
	Iteration 21Q: 3 clusters Score -321625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -321625.718750 Penalty: 3917.980225
	Iteration 22F: 3 clusters Score -321625.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Entering Unmasked Estep 
Score: -2616984.000000 Penalty: 2483.260986
	Iteration 0F: 2 clusters Score -2616984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2601515.000000 Penalty: 4966.521973
	Iteration 0F: 3 clusters Score -2601515 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2606685.000000 Penalty: 4966.521973
	Iteration 1F: 3 clusters Score -2606685 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2607049.500000 Penalty: 4966.521973
	Iteration 2Q: 3 clusters Score -2607050 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2607377.000000 Penalty: 4966.521973
	Iteration 3Q: 3 clusters Score -2607377 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2607740.250000 Penalty: 4966.521973
	Iteration 4Q: 3 clusters Score -2607740 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2608202.500000 Penalty: 4966.521973
	Iteration 5Q: 3 clusters Score -2608202 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2608849.250000 Penalty: 4966.521973
	Iteration 6F: 3 clusters Score -2608849 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2609765.500000 Penalty: 4966.521973
	Iteration 7F: 3 clusters Score -2609766 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2610899.000000 Penalty: 4966.521973
	Iteration 8F: 3 clusters Score -2610899 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2612208.500000 Penalty: 4966.521973
	Iteration 9F: 3 clusters Score -2612208 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2613367.500000 Penalty: 4966.521973
	Iteration 10F: 3 clusters Score -2613368 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2614234.250000 Penalty: 4966.521973
	Iteration 11Q: 3 clusters Score -2614234 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2614703.250000 Penalty: 4966.521973
	Iteration 12Q: 3 clusters Score -2614703 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2614963.750000 Penalty: 4966.521973
	Iteration 13Q: 3 clusters Score -2614964 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2615080.250000 Penalty: 4966.521973
	Iteration 14Q: 3 clusters Score -2615080 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2615173.000000 Penalty: 4966.521973
	Iteration 15Q: 3 clusters Score -2615173 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2615219.250000 Penalty: 4966.521973
	Iteration 16Q: 3 clusters Score -2615219 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2615251.500000 Penalty: 4966.521973
	Iteration 17Q: 3 clusters Score -2615252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2615250.000000 Penalty: 4966.521973
	Iteration 18Q: 3 clusters Score -2615250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2615268.000000 Penalty: 4966.521973
	Iteration 19Q: 3 clusters Score -2615268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2615270.750000 Penalty: 4966.521973
	Iteration 20F: 3 clusters Score -2615271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2615271.750000 Penalty: 4966.521973
	Iteration 21Q: 3 clusters Score -2615272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2615275.500000 Penalty: 4966.521973
	Iteration 22Q: 3 clusters Score -2615276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2615275.500000 Penalty: 4966.521973
	Iteration 23Q: 3 clusters Score -2615276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2615274.500000 Penalty: 4966.521973
	Iteration 24Q: 3 clusters Score -2615274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2615280.500000 Penalty: 4966.521973
	Iteration 25Q: 3 clusters Score -2615280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2615283.500000 Penalty: 4966.521973
	Iteration 26Q: 3 clusters Score -2615284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2615283.250000 Penalty: 4966.521973
	Iteration 27Q: 3 clusters Score -2615283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2615284.250000 Penalty: 4966.521973
	Iteration 28Q: 3 clusters Score -2615284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2615284.250000 Penalty: 4966.521973
	Iteration 29Q: 3 clusters Score -2615284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2615284.250000 Penalty: 4966.521973
	Iteration 30F: 3 clusters Score -2615284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -273649.906250 Penalty: 1925.861206
	Iteration 0F: 2 clusters Score -273649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -270786.093750 Penalty: 3851.722412
	Iteration 0F: 3 clusters Score -270786.1 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -271285.906250 Penalty: 3851.722412
	Iteration 1F: 3 clusters Score -271285.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -271425.718750 Penalty: 3851.722412
	Iteration 2F: 3 clusters Score -271425.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -271502.031250 Penalty: 3851.722412
	Iteration 3Q: 3 clusters Score -271502 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -271546.687500 Penalty: 3851.722412
	Iteration 4Q: 3 clusters Score -271546.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -271586.187500 Penalty: 3851.722412
	Iteration 5Q: 3 clusters Score -271586.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -271605.406250 Penalty: 3851.722412
	Iteration 6Q: 3 clusters Score -271605.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -271624.187500 Penalty: 3851.722412
	Iteration 7Q: 3 clusters Score -271624.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -271641.937500 Penalty: 3851.722412
	Iteration 8Q: 3 clusters Score -271641.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -271657.218750 Penalty: 3851.722412
	Iteration 9Q: 3 clusters Score -271657.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -271667.687500 Penalty: 3851.722412
	Iteration 10Q: 3 clusters Score -271667.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -271679.062500 Penalty: 3851.722412
	Iteration 11Q: 3 clusters Score -271679.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -271684.187500 Penalty: 3851.722412
	Iteration 12Q: 3 clusters Score -271684.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -271688.156250 Penalty: 3851.722412
	Iteration 13Q: 3 clusters Score -271688.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -271690.593750 Penalty: 3851.722412
	Iteration 14Q: 3 clusters Score -271690.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -271694.593750 Penalty: 3851.722412
	Iteration 15Q: 3 clusters Score -271694.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -271698.718750 Penalty: 3851.722412
	Iteration 16Q: 3 clusters Score -271698.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -271703.250000 Penalty: 3851.722412
	Iteration 17Q: 3 clusters Score -271703.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -271708.843750 Penalty: 3851.722412
	Iteration 18Q: 3 clusters Score -271708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -271710.843750 Penalty: 3851.722412
	Iteration 19Q: 3 clusters Score -271710.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -271714.250000 Penalty: 3851.722412
	Iteration 20F: 3 clusters Score -271714.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -271716.656250 Penalty: 3851.722412
	Iteration 21Q: 3 clusters Score -271716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -271718.000000 Penalty: 3851.722412
	Iteration 22Q: 3 clusters Score -271718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -271719.312500 Penalty: 3851.722412
	Iteration 23Q: 3 clusters Score -271719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -271720.437500 Penalty: 3851.722412
	Iteration 24Q: 3 clusters Score -271720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -271721.406250 Penalty: 3851.722412
	Iteration 25Q: 3 clusters Score -271721.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -271723.062500 Penalty: 3851.722412
	Iteration 26Q: 3 clusters Score -271723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -271722.718750 Penalty: 3851.722412
	Iteration 27Q: 3 clusters Score -271722.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -271722.718750 Penalty: 3851.722412
	Iteration 28F: 3 clusters Score -271722.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58907.503906 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57330.511719 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -57330.51 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57516.656250 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -57516.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57606.222656 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -57606.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57664.410156 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57664.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -57737.722656 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -57737.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57831.507812 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -57831.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57990.609375 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -57990.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58053.285156 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -58053.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58091.386719 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -58091.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58118.214844 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -58118.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58133.449219 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -58133.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58152.296875 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -58152.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58172.648438 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -58172.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58191.500000 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -58191.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58206.363281 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -58206.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58221.843750 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -58221.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58229.378906 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -58229.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58239.109375 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -58239.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58243.238281 Penalty: 3151.767578
	Iteration 18Q: 3 clusters Score -58243.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58247.417969 Penalty: 3151.767578
	Iteration 19Q: 3 clusters Score -58247.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58261.113281 Penalty: 3151.767578
	Iteration 20F: 3 clusters Score -58261.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58277.789062 Penalty: 3151.767578
	Iteration 21Q: 3 clusters Score -58277.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58291.753906 Penalty: 3151.767578
	Iteration 22Q: 3 clusters Score -58291.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58294.128906 Penalty: 3151.767578
	Iteration 23Q: 3 clusters Score -58294.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58296.199219 Penalty: 3151.767578
	Iteration 24Q: 3 clusters Score -58296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58299.054688 Penalty: 3151.767578
	Iteration 25Q: 3 clusters Score -58299.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58306.957031 Penalty: 3151.767578
	Iteration 26Q: 3 clusters Score -58306.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58322.285156 Penalty: 3151.767578
	Iteration 27Q: 3 clusters Score -58322.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58329.515625 Penalty: 3151.767578
	Iteration 28Q: 3 clusters Score -58329.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58338.730469 Penalty: 3151.767578
	Iteration 29Q: 3 clusters Score -58338.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58349.371094 Penalty: 3151.767578
	Iteration 30Q: 3 clusters Score -58349.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58360.699219 Penalty: 3151.767578
	Iteration 31Q: 3 clusters Score -58360.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58361.863281 Penalty: 3151.767578
	Iteration 32Q: 3 clusters Score -58361.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58361.863281 Penalty: 3151.767578
	Iteration 33F: 3 clusters Score -58361.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Entering Unmasked Estep 
Score: -595866.750000 Penalty: 2124.364014
	Iteration 0F: 2 clusters Score -595866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -591189.000000 Penalty: 4248.728027
	Iteration 0F: 3 clusters Score -591189 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -592381.250000 Penalty: 4248.728027
	Iteration 1F: 3 clusters Score -592381.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -592607.312500 Penalty: 4248.728027
	Iteration 2F: 3 clusters Score -592607.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -592721.750000 Penalty: 4248.728027
	Iteration 3Q: 3 clusters Score -592721.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -592803.812500 Penalty: 4248.728027
	Iteration 4Q: 3 clusters Score -592803.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -592866.000000 Penalty: 4248.728027
	Iteration 5Q: 3 clusters Score -592866 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -592919.750000 Penalty: 4248.728027
	Iteration 6Q: 3 clusters Score -592919.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -592952.562500 Penalty: 4248.728027
	Iteration 7Q: 3 clusters Score -592952.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -592983.187500 Penalty: 4248.728027
	Iteration 8Q: 3 clusters Score -592983.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -593007.875000 Penalty: 4248.728027
	Iteration 9Q: 3 clusters Score -593007.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -593043.562500 Penalty: 4248.728027
	Iteration 10Q: 3 clusters Score -593043.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -593068.187500 Penalty: 4248.728027
	Iteration 11Q: 3 clusters Score -593068.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -593088.312500 Penalty: 4248.728027
	Iteration 12Q: 3 clusters Score -593088.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -593100.437500 Penalty: 4248.728027
	Iteration 13Q: 3 clusters Score -593100.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -593113.312500 Penalty: 4248.728027
	Iteration 14Q: 3 clusters Score -593113.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -593129.812500 Penalty: 4248.728027
	Iteration 15Q: 3 clusters Score -593129.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -593145.250000 Penalty: 4248.728027
	Iteration 16Q: 3 clusters Score -593145.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -593158.375000 Penalty: 4248.728027
	Iteration 17Q: 3 clusters Score -593158.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -593179.375000 Penalty: 4248.728027
	Iteration 18Q: 3 clusters Score -593179.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -593201.375000 Penalty: 4248.728027
	Iteration 19Q: 3 clusters Score -593201.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -593224.312500 Penalty: 4248.728027
	Iteration 20F: 3 clusters Score -593224.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -593250.187500 Penalty: 4248.728027
	Iteration 21Q: 3 clusters Score -593250.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -593266.250000 Penalty: 4248.728027
	Iteration 22Q: 3 clusters Score -593266.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -593286.312500 Penalty: 4248.728027
	Iteration 23Q: 3 clusters Score -593286.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -593312.375000 Penalty: 4248.728027
	Iteration 24Q: 3 clusters Score -593312.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -593332.812500 Penalty: 4248.728027
	Iteration 25Q: 3 clusters Score -593332.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -593351.437500 Penalty: 4248.728027
	Iteration 26Q: 3 clusters Score -593351.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -593372.125000 Penalty: 4248.728027
	Iteration 27Q: 3 clusters Score -593372.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -593392.562500 Penalty: 4248.728027
	Iteration 28Q: 3 clusters Score -593392.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -593411.875000 Penalty: 4248.728027
	Iteration 29Q: 3 clusters Score -593411.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -593427.937500 Penalty: 4248.728027
	Iteration 30Q: 3 clusters Score -593427.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -593444.000000 Penalty: 4248.728027
	Iteration 31Q: 3 clusters Score -593444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -593458.312500 Penalty: 4248.728027
	Iteration 32Q: 3 clusters Score -593458.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -593481.500000 Penalty: 4248.728027
	Iteration 33Q: 3 clusters Score -593481.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -593505.312500 Penalty: 4248.728027
	Iteration 34Q: 3 clusters Score -593505.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -593536.125000 Penalty: 4248.728027
	Iteration 35Q: 3 clusters Score -593536.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -593572.062500 Penalty: 4248.728027
	Iteration 36Q: 3 clusters Score -593572.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -593600.937500 Penalty: 4248.728027
	Iteration 37Q: 3 clusters Score -593600.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -593623.562500 Penalty: 4248.728027
	Iteration 38Q: 3 clusters Score -593623.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -593647.062500 Penalty: 4248.728027
	Iteration 39Q: 3 clusters Score -593647.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -593671.250000 Penalty: 4248.728027
	Iteration 40F: 3 clusters Score -593671.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -593682.937500 Penalty: 4248.728027
	Iteration 41Q: 3 clusters Score -593682.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -593691.187500 Penalty: 4248.728027
	Iteration 42Q: 3 clusters Score -593691.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -593697.812500 Penalty: 4248.728027
	Iteration 43Q: 3 clusters Score -593697.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -593705.062500 Penalty: 4248.728027
	Iteration 44Q: 3 clusters Score -593705.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -593712.937500 Penalty: 4248.728027
	Iteration 45Q: 3 clusters Score -593712.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -593722.187500 Penalty: 4248.728027
	Iteration 46Q: 3 clusters Score -593722.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -593733.250000 Penalty: 4248.728027
	Iteration 47Q: 3 clusters Score -593733.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -593742.875000 Penalty: 4248.728027
	Iteration 48Q: 3 clusters Score -593742.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -593751.562500 Penalty: 4248.728027
	Iteration 49Q: 3 clusters Score -593751.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -593760.625000 Penalty: 4248.728027
	Iteration 50Q: 3 clusters Score -593760.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -593765.250000 Penalty: 4248.728027
	Iteration 51Q: 3 clusters Score -593765.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -593770.687500 Penalty: 4248.728027
	Iteration 52Q: 3 clusters Score -593770.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -593775.375000 Penalty: 4248.728027
	Iteration 53Q: 3 clusters Score -593775.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -593781.937500 Penalty: 4248.728027
	Iteration 54Q: 3 clusters Score -593781.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -593791.312500 Penalty: 4248.728027
	Iteration 55Q: 3 clusters Score -593791.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -593800.562500 Penalty: 4248.728027
	Iteration 56Q: 3 clusters Score -593800.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -593809.000000 Penalty: 4248.728027
	Iteration 57Q: 3 clusters Score -593809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -593814.375000 Penalty: 4248.728027
	Iteration 58Q: 3 clusters Score -593814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -593817.250000 Penalty: 4248.728027
	Iteration 59Q: 3 clusters Score -593817.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -593819.750000 Penalty: 4248.728027
	Iteration 60F: 3 clusters Score -593819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -593823.812500 Penalty: 4248.728027
	Iteration 61Q: 3 clusters Score -593823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -593822.687500 Penalty: 4248.728027
	Iteration 62Q: 3 clusters Score -593822.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -593824.500000 Penalty: 4248.728027
	Iteration 63Q: 3 clusters Score -593824.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -593825.187500 Penalty: 4248.728027
	Iteration 64Q: 3 clusters Score -593825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -593825.375000 Penalty: 4248.728027
	Iteration 65Q: 3 clusters Score -593825.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -593829.750000 Penalty: 4248.728027
	Iteration 66Q: 3 clusters Score -593829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -593830.687500 Penalty: 4248.728027
	Iteration 67Q: 3 clusters Score -593830.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -593830.500000 Penalty: 4248.728027
	Iteration 68Q: 3 clusters Score -593830.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -593831.875000 Penalty: 4248.728027
	Iteration 69Q: 3 clusters Score -593831.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -593831.875000 Penalty: 4248.728027
	Iteration 70F: 3 clusters Score -593831.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Entering Unmasked Estep 
Score: -1405145.250000 Penalty: 2349.364258
	Iteration 0F: 2 clusters Score -1405145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1395620.625000 Penalty: 4698.728516
	Iteration 0F: 3 clusters Score -1395621 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1398511.625000 Penalty: 4698.728516
	Iteration 1F: 3 clusters Score -1398512 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1398870.125000 Penalty: 4698.728516
	Iteration 2F: 3 clusters Score -1398870 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1399156.375000 Penalty: 4698.728516
	Iteration 3F: 3 clusters Score -1399156 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1399389.000000 Penalty: 4698.728516
	Iteration 4Q: 3 clusters Score -1399389 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1399604.375000 Penalty: 4698.728516
	Iteration 5Q: 3 clusters Score -1399604 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1399859.250000 Penalty: 4698.728516
	Iteration 6Q: 3 clusters Score -1399859 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1400202.250000 Penalty: 4698.728516
	Iteration 7Q: 3 clusters Score -1400202 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1400604.125000 Penalty: 4698.728516
	Iteration 8Q: 3 clusters Score -1400604 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1401088.500000 Penalty: 4698.728516
	Iteration 9Q: 3 clusters Score -1401088 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1401647.000000 Penalty: 4698.728516
	Iteration 10F: 3 clusters Score -1401647 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1402092.125000 Penalty: 4698.728516
	Iteration 11Q: 3 clusters Score -1402092 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1402374.625000 Penalty: 4698.728516
	Iteration 12Q: 3 clusters Score -1402375 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1402616.500000 Penalty: 4698.728516
	Iteration 13Q: 3 clusters Score -1402616 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1402782.625000 Penalty: 4698.728516
	Iteration 14Q: 3 clusters Score -1402783 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1402899.250000 Penalty: 4698.728516
	Iteration 15Q: 3 clusters Score -1402899 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1402964.125000 Penalty: 4698.728516
	Iteration 16Q: 3 clusters Score -1402964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1403014.500000 Penalty: 4698.728516
	Iteration 17Q: 3 clusters Score -1403014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1403057.125000 Penalty: 4698.728516
	Iteration 18Q: 3 clusters Score -1403057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1403077.125000 Penalty: 4698.728516
	Iteration 19Q: 3 clusters Score -1403077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1403091.250000 Penalty: 4698.728516
	Iteration 20F: 3 clusters Score -1403091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1403107.625000 Penalty: 4698.728516
	Iteration 21Q: 3 clusters Score -1403108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1403124.750000 Penalty: 4698.728516
	Iteration 22Q: 3 clusters Score -1403125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1403140.250000 Penalty: 4698.728516
	Iteration 23Q: 3 clusters Score -1403140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1403159.250000 Penalty: 4698.728516
	Iteration 24Q: 3 clusters Score -1403159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1403165.250000 Penalty: 4698.728516
	Iteration 25Q: 3 clusters Score -1403165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1403173.375000 Penalty: 4698.728516
	Iteration 26Q: 3 clusters Score -1403173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1403181.500000 Penalty: 4698.728516
	Iteration 27Q: 3 clusters Score -1403182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1403182.875000 Penalty: 4698.728516
	Iteration 28Q: 3 clusters Score -1403183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1403186.625000 Penalty: 4698.728516
	Iteration 29Q: 3 clusters Score -1403187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1403190.000000 Penalty: 4698.728516
	Iteration 30Q: 3 clusters Score -1403190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1403190.250000 Penalty: 4698.728516
	Iteration 31Q: 3 clusters Score -1403190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1403192.875000 Penalty: 4698.728516
	Iteration 32Q: 3 clusters Score -1403193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1403191.125000 Penalty: 4698.728516
	Iteration 33Q: 3 clusters Score -1403191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1403193.500000 Penalty: 4698.728516
	Iteration 34Q: 3 clusters Score -1403194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1403193.500000 Penalty: 4698.728516
	Iteration 35F: 3 clusters Score -1403194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (137933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137933 members 
Entering Unmasked Estep 
Score: -16072758.000000 Penalty: 2934.961670
	Iteration 0F: 2 clusters Score -1.607276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69351 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -15980608.000000 Penalty: 5869.923340
	Iteration 0F: 3 clusters Score -1.598061e+07 nChanged 65918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -16018987.000000 Penalty: 5869.923340
	Iteration 1F: 3 clusters Score -1.601899e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76820 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -16020675.000000 Penalty: 5869.923340
	Iteration 2Q: 3 clusters Score -1.602068e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81064 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -16023006.000000 Penalty: 5869.923340
	Iteration 3Q: 3 clusters Score -1.602301e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -16026739.000000 Penalty: 5869.923340
	Iteration 4F: 3 clusters Score -1.602674e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -16032819.000000 Penalty: 5869.923340
	Iteration 5F: 3 clusters Score -1.603282e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106369 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -16041737.000000 Penalty: 5869.923340
	Iteration 6F: 3 clusters Score -1.604174e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117441 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -16051882.000000 Penalty: 5869.923340
	Iteration 7F: 3 clusters Score -1.605188e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126462 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -16060249.000000 Penalty: 5869.923340
	Iteration 8F: 3 clusters Score -1.606025e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132122 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -16065563.000000 Penalty: 5869.923340
	Iteration 9Q: 3 clusters Score -1.606556e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134897 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -16068079.000000 Penalty: 5869.923340
	Iteration 10Q: 3 clusters Score -1.606808e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136116 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -16069198.000000 Penalty: 5869.923340
	Iteration 11Q: 3 clusters Score -1.60692e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136691 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -16069638.000000 Penalty: 5869.923340
	Iteration 12Q: 3 clusters Score -1.606964e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136959 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -16069908.000000 Penalty: 5869.923340
	Iteration 13Q: 3 clusters Score -1.606991e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137119 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -16070047.000000 Penalty: 5869.923340
	Iteration 14Q: 3 clusters Score -1.607005e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137225 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16070141.000000 Penalty: 5869.923340
	Iteration 15Q: 3 clusters Score -1.607014e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137291 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -16070191.000000 Penalty: 5869.923340
	Iteration 16Q: 3 clusters Score -1.607019e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137337 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -16070226.000000 Penalty: 5869.923340
	Iteration 17Q: 3 clusters Score -1.607023e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137368 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16070240.000000 Penalty: 5869.923340
	Iteration 18Q: 3 clusters Score -1.607024e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137391 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -16070256.000000 Penalty: 5869.923340
	Iteration 19Q: 3 clusters Score -1.607026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137402 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -16070291.000000 Penalty: 5869.923340
	Iteration 20F: 3 clusters Score -1.607029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137413 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16070298.000000 Penalty: 5869.923340
	Iteration 21Q: 3 clusters Score -1.60703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137420 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -16070288.000000 Penalty: 5869.923340
	Iteration 22Q: 3 clusters Score -1.607029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137423 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -16070297.000000 Penalty: 5869.923340
	Iteration 23Q: 3 clusters Score -1.60703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137429 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -16070298.000000 Penalty: 5869.923340
	Iteration 24Q: 3 clusters Score -1.60703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137430 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -16070305.000000 Penalty: 5869.923340
	Iteration 25Q: 3 clusters Score -1.60703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137432 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -16070304.000000 Penalty: 5869.923340
	Iteration 26Q: 3 clusters Score -1.60703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137433 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -16070303.000000 Penalty: 5869.923340
	Iteration 27Q: 3 clusters Score -1.60703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137434 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -16070304.000000 Penalty: 5869.923340
	Iteration 28Q: 3 clusters Score -1.60703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137435 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -16070300.000000 Penalty: 5869.923340
	Iteration 29Q: 3 clusters Score -1.60703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137435 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -16070300.000000 Penalty: 5869.923340
	Iteration 30F: 3 clusters Score -1.60703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -376320.937500 Penalty: 2007.330200
	Iteration 0F: 2 clusters Score -376320.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -372881.437500 Penalty: 4014.660400
	Iteration 0F: 3 clusters Score -372881.4 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -373553.500000 Penalty: 4014.660400
	Iteration 1F: 3 clusters Score -373553.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -373710.562500 Penalty: 4014.660400
	Iteration 2F: 3 clusters Score -373710.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -373801.468750 Penalty: 4014.660400
	Iteration 3Q: 3 clusters Score -373801.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -373866.218750 Penalty: 4014.660400
	Iteration 4Q: 3 clusters Score -373866.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -373903.781250 Penalty: 4014.660400
	Iteration 5Q: 3 clusters Score -373903.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -373939.562500 Penalty: 4014.660400
	Iteration 6Q: 3 clusters Score -373939.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -373982.062500 Penalty: 4014.660400
	Iteration 7Q: 3 clusters Score -373982.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -374006.312500 Penalty: 4014.660400
	Iteration 8Q: 3 clusters Score -374006.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -374026.875000 Penalty: 4014.660400
	Iteration 9Q: 3 clusters Score -374026.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -374045.718750 Penalty: 4014.660400
	Iteration 10Q: 3 clusters Score -374045.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -374064.281250 Penalty: 4014.660400
	Iteration 11Q: 3 clusters Score -374064.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -374079.125000 Penalty: 4014.660400
	Iteration 12Q: 3 clusters Score -374079.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -374094.656250 Penalty: 4014.660400
	Iteration 13Q: 3 clusters Score -374094.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -374106.593750 Penalty: 4014.660400
	Iteration 14Q: 3 clusters Score -374106.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -374120.343750 Penalty: 4014.660400
	Iteration 15Q: 3 clusters Score -374120.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -374130.218750 Penalty: 4014.660400
	Iteration 16Q: 3 clusters Score -374130.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -374138.500000 Penalty: 4014.660400
	Iteration 17Q: 3 clusters Score -374138.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -374146.656250 Penalty: 4014.660400
	Iteration 18Q: 3 clusters Score -374146.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -374152.312500 Penalty: 4014.660400
	Iteration 19Q: 3 clusters Score -374152.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -374159.843750 Penalty: 4014.660400
	Iteration 20F: 3 clusters Score -374159.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -374168.343750 Penalty: 4014.660400
	Iteration 21Q: 3 clusters Score -374168.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -374179.281250 Penalty: 4014.660400
	Iteration 22Q: 3 clusters Score -374179.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -374188.593750 Penalty: 4014.660400
	Iteration 23Q: 3 clusters Score -374188.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -374196.687500 Penalty: 4014.660400
	Iteration 24Q: 3 clusters Score -374196.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -374207.312500 Penalty: 4014.660400
	Iteration 25Q: 3 clusters Score -374207.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -374211.812500 Penalty: 4014.660400
	Iteration 26Q: 3 clusters Score -374211.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -374217.437500 Penalty: 4014.660400
	Iteration 27Q: 3 clusters Score -374217.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -374220.718750 Penalty: 4014.660400
	Iteration 28Q: 3 clusters Score -374220.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -374221.500000 Penalty: 4014.660400
	Iteration 29Q: 3 clusters Score -374221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -374222.312500 Penalty: 4014.660400
	Iteration 30Q: 3 clusters Score -374222.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -374222.906250 Penalty: 4014.660400
	Iteration 31Q: 3 clusters Score -374222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -374223.968750 Penalty: 4014.660400
	Iteration 32Q: 3 clusters Score -374224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -374226.375000 Penalty: 4014.660400
	Iteration 33Q: 3 clusters Score -374226.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -374227.625000 Penalty: 4014.660400
	Iteration 34Q: 3 clusters Score -374227.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -374230.781250 Penalty: 4014.660400
	Iteration 35Q: 3 clusters Score -374230.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -374237.343750 Penalty: 4014.660400
	Iteration 36Q: 3 clusters Score -374237.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -374246.625000 Penalty: 4014.660400
	Iteration 37Q: 3 clusters Score -374246.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -374258.406250 Penalty: 4014.660400
	Iteration 38Q: 3 clusters Score -374258.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -374269.625000 Penalty: 4014.660400
	Iteration 39Q: 3 clusters Score -374269.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -374285.843750 Penalty: 4014.660400
	Iteration 40F: 3 clusters Score -374285.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -374302.187500 Penalty: 4014.660400
	Iteration 41Q: 3 clusters Score -374302.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -374320.281250 Penalty: 4014.660400
	Iteration 42Q: 3 clusters Score -374320.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -374348.281250 Penalty: 4014.660400
	Iteration 43Q: 3 clusters Score -374348.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -374373.750000 Penalty: 4014.660400
	Iteration 44Q: 3 clusters Score -374373.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -374399.187500 Penalty: 4014.660400
	Iteration 45Q: 3 clusters Score -374399.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -374417.937500 Penalty: 4014.660400
	Iteration 46Q: 3 clusters Score -374417.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -374437.500000 Penalty: 4014.660400
	Iteration 47Q: 3 clusters Score -374437.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -374454.968750 Penalty: 4014.660400
	Iteration 48Q: 3 clusters Score -374455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -374470.468750 Penalty: 4014.660400
	Iteration 49Q: 3 clusters Score -374470.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -374485.906250 Penalty: 4014.660400
	Iteration 50Q: 3 clusters Score -374485.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -374499.718750 Penalty: 4014.660400
	Iteration 51Q: 3 clusters Score -374499.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -374512.812500 Penalty: 4014.660400
	Iteration 52Q: 3 clusters Score -374512.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -374522.687500 Penalty: 4014.660400
	Iteration 53Q: 3 clusters Score -374522.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -374532.718750 Penalty: 4014.660400
	Iteration 54Q: 3 clusters Score -374532.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -374539.906250 Penalty: 4014.660400
	Iteration 55Q: 3 clusters Score -374539.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -374549.156250 Penalty: 4014.660400
	Iteration 56Q: 3 clusters Score -374549.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -374557.500000 Penalty: 4014.660400
	Iteration 57Q: 3 clusters Score -374557.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -374569.750000 Penalty: 4014.660400
	Iteration 58Q: 3 clusters Score -374569.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -374579.093750 Penalty: 4014.660400
	Iteration 59Q: 3 clusters Score -374579.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -374583.375000 Penalty: 4014.660400
	Iteration 60F: 3 clusters Score -374583.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -374588.125000 Penalty: 4014.660400
	Iteration 61Q: 3 clusters Score -374588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -374592.187500 Penalty: 4014.660400
	Iteration 62Q: 3 clusters Score -374592.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -374596.781250 Penalty: 4014.660400
	Iteration 63Q: 3 clusters Score -374596.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -374599.468750 Penalty: 4014.660400
	Iteration 64Q: 3 clusters Score -374599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -374602.687500 Penalty: 4014.660400
	Iteration 65Q: 3 clusters Score -374602.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -374605.562500 Penalty: 4014.660400
	Iteration 66Q: 3 clusters Score -374605.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -374609.312500 Penalty: 4014.660400
	Iteration 67Q: 3 clusters Score -374609.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -374611.968750 Penalty: 4014.660400
	Iteration 68Q: 3 clusters Score -374612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -374616.375000 Penalty: 4014.660400
	Iteration 69Q: 3 clusters Score -374616.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -374622.218750 Penalty: 4014.660400
	Iteration 70Q: 3 clusters Score -374622.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -374631.375000 Penalty: 4014.660400
	Iteration 71Q: 3 clusters Score -374631.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -374640.531250 Penalty: 4014.660400
	Iteration 72Q: 3 clusters Score -374640.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -374651.468750 Penalty: 4014.660400
	Iteration 73Q: 3 clusters Score -374651.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -374659.343750 Penalty: 4014.660400
	Iteration 74Q: 3 clusters Score -374659.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -374664.093750 Penalty: 4014.660400
	Iteration 75Q: 3 clusters Score -374664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -374668.281250 Penalty: 4014.660400
	Iteration 76Q: 3 clusters Score -374668.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -374670.968750 Penalty: 4014.660400
	Iteration 77Q: 3 clusters Score -374671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -374670.812500 Penalty: 4014.660400
	Iteration 78Q: 3 clusters Score -374670.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -374670.812500 Penalty: 4014.660400
	Iteration 79F: 3 clusters Score -374670.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -34984.378906 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34984.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33657.191406 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33657.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33757.332031 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33757.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33783.433594 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -33783.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33788.746094 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -33788.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33788.746094 Penalty: 2848.529785
	Iteration 4F: 3 clusters Score -33788.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (316318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316318 members 
Entering Unmasked Estep 
Score: -36287116.000000 Penalty: 3140.796875
	Iteration 0F: 2 clusters Score -3.628712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157992 members 
Mstep: Class 2 contains 158326 members 
Entering Unmasked Estep 
Score: -36097080.000000 Penalty: 6281.593750
	Iteration 0F: 3 clusters Score -3.609708e+07 nChanged 153489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 161463 members 
Entering Unmasked Estep 
Score: -36188312.000000 Penalty: 6281.593750
	Iteration 1F: 3 clusters Score -3.618831e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152421 members 
Mstep: Class 2 contains 163897 members 
Entering Unmasked Estep 
Score: -36189280.000000 Penalty: 6281.593750
	Iteration 2Q: 3 clusters Score -3.618928e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148452 members 
Mstep: Class 2 contains 167866 members 
Entering Unmasked Estep 
Score: -36190640.000000 Penalty: 6281.593750
	Iteration 3Q: 3 clusters Score -3.619064e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142032 members 
Mstep: Class 2 contains 174286 members 
Entering Unmasked Estep 
Score: -36193040.000000 Penalty: 6281.593750
	Iteration 4Q: 3 clusters Score -3.619304e+07 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132009 members 
Mstep: Class 2 contains 184309 members 
Entering Unmasked Estep 
Score: -36197100.000000 Penalty: 6281.593750
	Iteration 5Q: 3 clusters Score -3.61971e+07 nChanged 15504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117447 members 
Mstep: Class 2 contains 198871 members 
Entering Unmasked Estep 
Score: -36204324.000000 Penalty: 6281.593750
	Iteration 6Q: 3 clusters Score -3.620432e+07 nChanged 20716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97185 members 
Mstep: Class 2 contains 219133 members 
Entering Unmasked Estep 
Score: -36217856.000000 Penalty: 6281.593750
	Iteration 7F: 3 clusters Score -3.621786e+07 nChanged 25306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 244295 members 
Entering Unmasked Estep 
Score: -36237628.000000 Penalty: 6281.593750
	Iteration 8F: 3 clusters Score -3.623763e+07 nChanged 26359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 270616 members 
Entering Unmasked Estep 
Score: -36260292.000000 Penalty: 6281.593750
	Iteration 9F: 3 clusters Score -3.626029e+07 nChanged 21750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 292360 members 
Entering Unmasked Estep 
Score: -36278128.000000 Penalty: 6281.593750
	Iteration 10F: 3 clusters Score -3.627813e+07 nChanged 13509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 305867 members 
Entering Unmasked Estep 
Score: -36283592.000000 Penalty: 6281.593750
	Iteration 11Q: 3 clusters Score -3.628359e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 312165 members 
Entering Unmasked Estep 
Score: -36284104.000000 Penalty: 6281.593750
	Iteration 12Q: 3 clusters Score -3.62841e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 314606 members 
Entering Unmasked Estep 
Score: -36284124.000000 Penalty: 6281.593750
	Iteration 13Q: 3 clusters Score -3.628412e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 315447 members 
Entering Unmasked Estep 
Score: -36284344.000000 Penalty: 6281.593750
	Iteration 14Q: 3 clusters Score -3.628434e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 315725 members 
Entering Unmasked Estep 
Score: -36284448.000000 Penalty: 6281.593750
	Iteration 15Q: 3 clusters Score -3.628445e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 315838 members 
Entering Unmasked Estep 
Score: -36284496.000000 Penalty: 6281.593750
	Iteration 16Q: 3 clusters Score -3.62845e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 315885 members 
Entering Unmasked Estep 
Score: -36284560.000000 Penalty: 6281.593750
	Iteration 17Q: 3 clusters Score -3.628456e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 315918 members 
Entering Unmasked Estep 
Score: -36284600.000000 Penalty: 6281.593750
	Iteration 18Q: 3 clusters Score -3.62846e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 315942 members 
Entering Unmasked Estep 
Score: -36284592.000000 Penalty: 6281.593750
	Iteration 19Q: 3 clusters Score -3.628459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 315949 members 
Entering Unmasked Estep 
Score: -36284600.000000 Penalty: 6281.593750
	Iteration 20F: 3 clusters Score -3.62846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 315958 members 
Entering Unmasked Estep 
Score: -36284584.000000 Penalty: 6281.593750
	Iteration 21Q: 3 clusters Score -3.628458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 315962 members 
Entering Unmasked Estep 
Score: -36284584.000000 Penalty: 6281.593750
	Iteration 22Q: 3 clusters Score -3.628458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 315965 members 
Entering Unmasked Estep 
Score: -36284608.000000 Penalty: 6281.593750
	Iteration 23Q: 3 clusters Score -3.628461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 315968 members 
Entering Unmasked Estep 
Score: -36284580.000000 Penalty: 6281.593750
	Iteration 24Q: 3 clusters Score -3.628458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 315971 members 
Entering Unmasked Estep 
Score: -36284592.000000 Penalty: 6281.593750
	Iteration 25Q: 3 clusters Score -3.628459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 315971 members 
Entering Unmasked Estep 
Score: -36284600.000000 Penalty: 6281.593750
	Iteration 26Q: 3 clusters Score -3.62846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 315973 members 
Entering Unmasked Estep 
Score: -36284604.000000 Penalty: 6281.593750
	Iteration 27Q: 3 clusters Score -3.62846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 315977 members 
Entering Unmasked Estep 
Score: -36284600.000000 Penalty: 6281.593750
	Iteration 28Q: 3 clusters Score -3.62846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 315980 members 
Entering Unmasked Estep 
Score: -36284608.000000 Penalty: 6281.593750
	Iteration 29Q: 3 clusters Score -3.628461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 315980 members 
Entering Unmasked Estep 
Score: -36284596.000000 Penalty: 6281.593750
	Iteration 30Q: 3 clusters Score -3.62846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 315980 members 
Entering Unmasked Estep 
Score: -36284608.000000 Penalty: 6281.593750
	Iteration 31Q: 3 clusters Score -3.628461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 315983 members 
Entering Unmasked Estep 
Score: -36284616.000000 Penalty: 6281.593750
	Iteration 32Q: 3 clusters Score -3.628462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 315989 members 
Entering Unmasked Estep 
Score: -36284636.000000 Penalty: 6281.593750
	Iteration 33Q: 3 clusters Score -3.628464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 315989 members 
Entering Unmasked Estep 
Score: -36284652.000000 Penalty: 6281.593750
	Iteration 34Q: 3 clusters Score -3.628465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 315989 members 
Entering Unmasked Estep 
Score: -36284652.000000 Penalty: 6281.593750
	Iteration 35F: 3 clusters Score -3.628465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -61639.371094 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -61639.37 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 293 members 
Entering Unmasked Estep 
Score: -60086.750000 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -60086.75 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60280.136719 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -60280.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60337.308594 Penalty: 3162.856689
	Iteration 2Q: 3 clusters Score -60337.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60369.136719 Penalty: 3162.856689
	Iteration 3Q: 3 clusters Score -60369.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60390.761719 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -60390.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60402.992188 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -60402.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60418.531250 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -60418.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60430.308594 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -60430.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60442.304688 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -60442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60446.910156 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -60446.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60457.703125 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -60457.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60467.960938 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -60467.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60470.269531 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -60470.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60470.269531 Penalty: 3162.856689
	Iteration 13F: 3 clusters Score -60470.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Entering Unmasked Estep 
Score: -799290.937500 Penalty: 2190.192139
	Iteration 0F: 2 clusters Score -799290.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -793628.687500 Penalty: 4380.384277
	Iteration 0F: 3 clusters Score -793628.7 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -795053.750000 Penalty: 4380.384277
	Iteration 1F: 3 clusters Score -795053.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -795266.250000 Penalty: 4380.384277
	Iteration 2F: 3 clusters Score -795266.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -795411.125000 Penalty: 4380.384277
	Iteration 3Q: 3 clusters Score -795411.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -795545.437500 Penalty: 4380.384277
	Iteration 4Q: 3 clusters Score -795545.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -795652.437500 Penalty: 4380.384277
	Iteration 5Q: 3 clusters Score -795652.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -795766.250000 Penalty: 4380.384277
	Iteration 6Q: 3 clusters Score -795766.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -795880.000000 Penalty: 4380.384277
	Iteration 7Q: 3 clusters Score -795880 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -795996.250000 Penalty: 4380.384277
	Iteration 8Q: 3 clusters Score -795996.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -796107.937500 Penalty: 4380.384277
	Iteration 9Q: 3 clusters Score -796107.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -796232.312500 Penalty: 4380.384277
	Iteration 10Q: 3 clusters Score -796232.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -796358.312500 Penalty: 4380.384277
	Iteration 11Q: 3 clusters Score -796358.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -796499.750000 Penalty: 4380.384277
	Iteration 12Q: 3 clusters Score -796499.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -796664.437500 Penalty: 4380.384277
	Iteration 13Q: 3 clusters Score -796664.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -796798.125000 Penalty: 4380.384277
	Iteration 14Q: 3 clusters Score -796798.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -796923.187500 Penalty: 4380.384277
	Iteration 15Q: 3 clusters Score -796923.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -797023.375000 Penalty: 4380.384277
	Iteration 16Q: 3 clusters Score -797023.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -797123.062500 Penalty: 4380.384277
	Iteration 17Q: 3 clusters Score -797123.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -797218.812500 Penalty: 4380.384277
	Iteration 18Q: 3 clusters Score -797218.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -797288.062500 Penalty: 4380.384277
	Iteration 19Q: 3 clusters Score -797288.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -797355.437500 Penalty: 4380.384277
	Iteration 20F: 3 clusters Score -797355.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -797388.000000 Penalty: 4380.384277
	Iteration 21Q: 3 clusters Score -797388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -797409.312500 Penalty: 4380.384277
	Iteration 22Q: 3 clusters Score -797409.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -797424.875000 Penalty: 4380.384277
	Iteration 23Q: 3 clusters Score -797424.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -797436.125000 Penalty: 4380.384277
	Iteration 24Q: 3 clusters Score -797436.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -797448.437500 Penalty: 4380.384277
	Iteration 25Q: 3 clusters Score -797448.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -797468.312500 Penalty: 4380.384277
	Iteration 26Q: 3 clusters Score -797468.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -797480.500000 Penalty: 4380.384277
	Iteration 27Q: 3 clusters Score -797480.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -797488.312500 Penalty: 4380.384277
	Iteration 28Q: 3 clusters Score -797488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -797487.750000 Penalty: 4380.384277
	Iteration 29Q: 3 clusters Score -797487.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -797491.812500 Penalty: 4380.384277
	Iteration 30Q: 3 clusters Score -797491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -797491.812500 Penalty: 4380.384277
	Iteration 31Q: 3 clusters Score -797491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -797494.500000 Penalty: 4380.384277
	Iteration 32Q: 3 clusters Score -797494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -797494.562500 Penalty: 4380.384277
	Iteration 33Q: 3 clusters Score -797494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -797496.437500 Penalty: 4380.384277
	Iteration 34Q: 3 clusters Score -797496.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -797496.625000 Penalty: 4380.384277
	Iteration 35Q: 3 clusters Score -797496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -797499.125000 Penalty: 4380.384277
	Iteration 36Q: 3 clusters Score -797499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -797498.750000 Penalty: 4380.384277
	Iteration 37Q: 3 clusters Score -797498.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -797498.750000 Penalty: 4380.384277
	Iteration 38F: 3 clusters Score -797498.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -46674.363281 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -46674.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45226.570312 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -45226.57 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45405.253906 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -45405.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45457.734375 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -45457.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45474.804688 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -45474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45493.472656 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -45493.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45507.582031 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -45507.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45517.433594 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -45517.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45523.625000 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -45523.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45525.734375 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -45525.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45525.734375 Penalty: 3020.166260
	Iteration 9F: 3 clusters Score -45525.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -31445.658203 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -31445.66 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 181 members 
Entering Unmasked Estep 
Score: -30252.179688 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -30252.18 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30870.337891 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -30870.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31214.720703 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -31214.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31527.093750 Penalty: 2922.255371
	Iteration 3F: 3 clusters Score -31527.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31947.710938 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -31947.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32203.265625 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -32203.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32226.826172 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -32226.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32236.841797 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -32236.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32236.841797 Penalty: 2922.255371
	Iteration 8F: 3 clusters Score -32236.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 26498 members 
Mstep: Class 4 contains 2695 members 
Mstep: Class 5 contains 22318 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5250 members 
Mstep: Class 9 contains 13007 members 
Mstep: Class 10 contains 137933 members 
Mstep: Class 11 contains 3275 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316318 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 150 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65286 members 
Mstep: Class 20 contains 86354 members 
Mstep: Class 21 contains 1950 members 
Mstep: Class 22 contains 2568 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34261 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 43846 members 
Mstep: Class 29 contains 14640 members 
Mstep: Class 30 contains 212 members 
Entering Unmasked Estep 
Score: -92692720.000000 Penalty: 101310.343750
Splitting cluster 17 changes total score from -92693912.000000 to -92692720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -219942.140625 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -219942.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -217407.171875 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -217407.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -217857.156250 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -217857.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -217982.703125 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -217982.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -218046.468750 Penalty: 3746.949951
	Iteration 3Q: 3 clusters Score -218046.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -218075.625000 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -218075.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -218096.000000 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -218096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -218116.640625 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -218116.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -218122.046875 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -218122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -218125.031250 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -218125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -218126.703125 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -218126.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -218127.703125 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -218127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -218128.718750 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -218128.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -218128.906250 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -218128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -218128.906250 Penalty: 3746.949951
	Iteration 13F: 3 clusters Score -218128.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Entering Unmasked Estep 
Score: -7572320.000000 Penalty: 2749.459961
	Iteration 0F: 2 clusters Score -7572320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -7528605.500000 Penalty: 5498.919922
	Iteration 0F: 3 clusters Score -7528606 nChanged 30423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -7545781.000000 Penalty: 5498.919922
	Iteration 1F: 3 clusters Score -7545781 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -7546435.000000 Penalty: 5498.919922
	Iteration 2Q: 3 clusters Score -7546435 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -7547196.500000 Penalty: 5498.919922
	Iteration 3Q: 3 clusters Score -7547196 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -7548000.500000 Penalty: 5498.919922
	Iteration 4Q: 3 clusters Score -7548000 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -7548988.000000 Penalty: 5498.919922
	Iteration 5Q: 3 clusters Score -7548988 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -7550236.000000 Penalty: 5498.919922
	Iteration 6Q: 3 clusters Score -7550236 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -7551735.000000 Penalty: 5498.919922
	Iteration 7F: 3 clusters Score -7551735 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -7553621.500000 Penalty: 5498.919922
	Iteration 8F: 3 clusters Score -7553622 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -7555857.500000 Penalty: 5498.919922
	Iteration 9F: 3 clusters Score -7555858 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -7558289.500000 Penalty: 5498.919922
	Iteration 10F: 3 clusters Score -7558290 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -7560900.000000 Penalty: 5498.919922
	Iteration 11F: 3 clusters Score -7560900 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -7563592.500000 Penalty: 5498.919922
	Iteration 12F: 3 clusters Score -7563592 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -7566007.500000 Penalty: 5498.919922
	Iteration 13Q: 3 clusters Score -7566008 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -7567748.000000 Penalty: 5498.919922
	Iteration 14Q: 3 clusters Score -7567748 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -7568879.500000 Penalty: 5498.919922
	Iteration 15Q: 3 clusters Score -7568880 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -7569466.500000 Penalty: 5498.919922
	Iteration 16Q: 3 clusters Score -7569466 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -7569780.500000 Penalty: 5498.919922
	Iteration 17Q: 3 clusters Score -7569780 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -7569936.500000 Penalty: 5498.919922
	Iteration 18Q: 3 clusters Score -7569936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -7570009.000000 Penalty: 5498.919922
	Iteration 19Q: 3 clusters Score -7570009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -7570052.500000 Penalty: 5498.919922
	Iteration 20F: 3 clusters Score -7570052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -7570079.500000 Penalty: 5498.919922
	Iteration 21Q: 3 clusters Score -7570080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -7570093.500000 Penalty: 5498.919922
	Iteration 22Q: 3 clusters Score -7570094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -7570112.500000 Penalty: 5498.919922
	Iteration 23Q: 3 clusters Score -7570112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -7570124.500000 Penalty: 5498.919922
	Iteration 24Q: 3 clusters Score -7570124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -7570125.000000 Penalty: 5498.919922
	Iteration 25Q: 3 clusters Score -7570125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -7570126.000000 Penalty: 5498.919922
	Iteration 26Q: 3 clusters Score -7570126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -7570130.500000 Penalty: 5498.919922
	Iteration 27Q: 3 clusters Score -7570130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -7570127.500000 Penalty: 5498.919922
	Iteration 28Q: 3 clusters Score -7570128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -7570127.500000 Penalty: 5498.919922
	Iteration 29F: 3 clusters Score -7570128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (86354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86354 members 
Entering Unmasked Estep 
Score: -10032800.000000 Penalty: 2818.820068
	Iteration 0F: 2 clusters Score -1.00328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -9975035.000000 Penalty: 5637.640137
	Iteration 0F: 3 clusters Score -9975035 nChanged 40726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -9998564.000000 Penalty: 5637.640137
	Iteration 1F: 3 clusters Score -9998564 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -9999598.000000 Penalty: 5637.640137
	Iteration 2Q: 3 clusters Score -9999598 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -10001004.000000 Penalty: 5637.640137
	Iteration 3Q: 3 clusters Score -1.0001e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -10003149.000000 Penalty: 5637.640137
	Iteration 4F: 3 clusters Score -1.000315e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -10006744.000000 Penalty: 5637.640137
	Iteration 5F: 3 clusters Score -1.000674e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -10011900.000000 Penalty: 5637.640137
	Iteration 6F: 3 clusters Score -1.00119e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -10018030.000000 Penalty: 5637.640137
	Iteration 7F: 3 clusters Score -1.001803e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -10023365.000000 Penalty: 5637.640137
	Iteration 8F: 3 clusters Score -1.002336e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 78855 members 
Entering Unmasked Estep 
Score: -10026878.000000 Penalty: 5637.640137
	Iteration 9Q: 3 clusters Score -1.002688e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -10028523.000000 Penalty: 5637.640137
	Iteration 10Q: 3 clusters Score -1.002852e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 81237 members 
Entering Unmasked Estep 
Score: -10029205.000000 Penalty: 5637.640137
	Iteration 11Q: 3 clusters Score -1.00292e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -10029635.000000 Penalty: 5637.640137
	Iteration 12Q: 3 clusters Score -1.002964e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -10029905.000000 Penalty: 5637.640137
	Iteration 13Q: 3 clusters Score -1.00299e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -10030077.000000 Penalty: 5637.640137
	Iteration 14Q: 3 clusters Score -1.003008e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 82988 members 
Entering Unmasked Estep 
Score: -10030188.000000 Penalty: 5637.640137
	Iteration 15Q: 3 clusters Score -1.003019e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -10030258.000000 Penalty: 5637.640137
	Iteration 16Q: 3 clusters Score -1.003026e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 83468 members 
Entering Unmasked Estep 
Score: -10030320.000000 Penalty: 5637.640137
	Iteration 17Q: 3 clusters Score -1.003032e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -10030415.000000 Penalty: 5637.640137
	Iteration 18Q: 3 clusters Score -1.003042e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 83800 members 
Entering Unmasked Estep 
Score: -10030468.000000 Penalty: 5637.640137
	Iteration 19Q: 3 clusters Score -1.003047e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -10030479.000000 Penalty: 5637.640137
	Iteration 20F: 3 clusters Score -1.003048e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 84044 members 
Entering Unmasked Estep 
Score: -10030512.000000 Penalty: 5637.640137
	Iteration 21Q: 3 clusters Score -1.003051e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 84142 members 
Entering Unmasked Estep 
Score: -10030553.000000 Penalty: 5637.640137
	Iteration 22Q: 3 clusters Score -1.003055e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 84238 members 
Entering Unmasked Estep 
Score: -10030587.000000 Penalty: 5637.640137
	Iteration 23Q: 3 clusters Score -1.003059e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 84309 members 
Entering Unmasked Estep 
Score: -10030621.000000 Penalty: 5637.640137
	Iteration 24Q: 3 clusters Score -1.003062e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -10030627.000000 Penalty: 5637.640137
	Iteration 25Q: 3 clusters Score -1.003063e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 84402 members 
Entering Unmasked Estep 
Score: -10030639.000000 Penalty: 5637.640137
	Iteration 26Q: 3 clusters Score -1.003064e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 84443 members 
Entering Unmasked Estep 
Score: -10030646.000000 Penalty: 5637.640137
	Iteration 27Q: 3 clusters Score -1.003065e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -10030661.000000 Penalty: 5637.640137
	Iteration 28Q: 3 clusters Score -1.003066e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 84512 members 
Entering Unmasked Estep 
Score: -10030684.000000 Penalty: 5637.640137
	Iteration 29Q: 3 clusters Score -1.003068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -10030697.000000 Penalty: 5637.640137
	Iteration 30Q: 3 clusters Score -1.00307e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -10030696.000000 Penalty: 5637.640137
	Iteration 31Q: 3 clusters Score -1.00307e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
Score: -10030701.000000 Penalty: 5637.640137
	Iteration 32Q: 3 clusters Score -1.00307e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -10030708.000000 Penalty: 5637.640137
	Iteration 33Q: 3 clusters Score -1.003071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -10030701.000000 Penalty: 5637.640137
	Iteration 34Q: 3 clusters Score -1.00307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
Score: -10030722.000000 Penalty: 5637.640137
	Iteration 35Q: 3 clusters Score -1.003072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 84636 members 
Entering Unmasked Estep 
Score: -10030712.000000 Penalty: 5637.640137
	Iteration 36Q: 3 clusters Score -1.003071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 84643 members 
Entering Unmasked Estep 
Score: -10030713.000000 Penalty: 5637.640137
	Iteration 37Q: 3 clusters Score -1.003071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 84653 members 
Entering Unmasked Estep 
Score: -10030716.000000 Penalty: 5637.640137
	Iteration 38Q: 3 clusters Score -1.003072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -10030720.000000 Penalty: 5637.640137
	Iteration 39Q: 3 clusters Score -1.003072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -10030726.000000 Penalty: 5637.640137
	Iteration 40F: 3 clusters Score -1.003073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -10030723.000000 Penalty: 5637.640137
	Iteration 41Q: 3 clusters Score -1.003072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -10030717.000000 Penalty: 5637.640137
	Iteration 42Q: 3 clusters Score -1.003072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -10030712.000000 Penalty: 5637.640137
	Iteration 43Q: 3 clusters Score -1.003071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -10030712.000000 Penalty: 5637.640137
	Iteration 44F: 3 clusters Score -1.003071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -197050.890625 Penalty: 1878.744873
	Iteration 0F: 2 clusters Score -197050.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -194485.218750 Penalty: 3757.489746
	Iteration 0F: 3 clusters Score -194485.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -195073.234375 Penalty: 3757.489746
	Iteration 1F: 3 clusters Score -195073.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -195239.843750 Penalty: 3757.489746
	Iteration 2F: 3 clusters Score -195239.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -195335.281250 Penalty: 3757.489746
	Iteration 3Q: 3 clusters Score -195335.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -195408.062500 Penalty: 3757.489746
	Iteration 4Q: 3 clusters Score -195408.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -195472.578125 Penalty: 3757.489746
	Iteration 5Q: 3 clusters Score -195472.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -195519.046875 Penalty: 3757.489746
	Iteration 6Q: 3 clusters Score -195519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -195550.046875 Penalty: 3757.489746
	Iteration 7Q: 3 clusters Score -195550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -195578.515625 Penalty: 3757.489746
	Iteration 8Q: 3 clusters Score -195578.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -195608.421875 Penalty: 3757.489746
	Iteration 9Q: 3 clusters Score -195608.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -195632.437500 Penalty: 3757.489746
	Iteration 10Q: 3 clusters Score -195632.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -195656.093750 Penalty: 3757.489746
	Iteration 11Q: 3 clusters Score -195656.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -195671.281250 Penalty: 3757.489746
	Iteration 12Q: 3 clusters Score -195671.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -195682.328125 Penalty: 3757.489746
	Iteration 13Q: 3 clusters Score -195682.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -195690.203125 Penalty: 3757.489746
	Iteration 14Q: 3 clusters Score -195690.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -195702.468750 Penalty: 3757.489746
	Iteration 15Q: 3 clusters Score -195702.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -195720.468750 Penalty: 3757.489746
	Iteration 16Q: 3 clusters Score -195720.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -195737.468750 Penalty: 3757.489746
	Iteration 17Q: 3 clusters Score -195737.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -195756.531250 Penalty: 3757.489746
	Iteration 18Q: 3 clusters Score -195756.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -195774.281250 Penalty: 3757.489746
	Iteration 19Q: 3 clusters Score -195774.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195787.015625 Penalty: 3757.489746
	Iteration 20F: 3 clusters Score -195787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -195801.296875 Penalty: 3757.489746
	Iteration 21Q: 3 clusters Score -195801.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -195812.796875 Penalty: 3757.489746
	Iteration 22Q: 3 clusters Score -195812.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -195820.031250 Penalty: 3757.489746
	Iteration 23Q: 3 clusters Score -195820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -195823.734375 Penalty: 3757.489746
	Iteration 24Q: 3 clusters Score -195823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -195825.218750 Penalty: 3757.489746
	Iteration 25Q: 3 clusters Score -195825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -195826.015625 Penalty: 3757.489746
	Iteration 26Q: 3 clusters Score -195826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -195826.671875 Penalty: 3757.489746
	Iteration 27Q: 3 clusters Score -195826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -195827.421875 Penalty: 3757.489746
	Iteration 28Q: 3 clusters Score -195827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -195829.093750 Penalty: 3757.489746
	Iteration 29Q: 3 clusters Score -195829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -195831.046875 Penalty: 3757.489746
	Iteration 30Q: 3 clusters Score -195831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -195833.312500 Penalty: 3757.489746
	Iteration 31Q: 3 clusters Score -195833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -195834.593750 Penalty: 3757.489746
	Iteration 32Q: 3 clusters Score -195834.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -195834.593750 Penalty: 3757.489746
	Iteration 33F: 3 clusters Score -195834.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -296577.968750 Penalty: 1947.018921
	Iteration 0F: 2 clusters Score -296578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -293572.125000 Penalty: 3894.037842
	Iteration 0F: 3 clusters Score -293572.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -294129.812500 Penalty: 3894.037842
	Iteration 1F: 3 clusters Score -294129.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -294263.718750 Penalty: 3894.037842
	Iteration 2F: 3 clusters Score -294263.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -294331.562500 Penalty: 3894.037842
	Iteration 3Q: 3 clusters Score -294331.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -294379.531250 Penalty: 3894.037842
	Iteration 4Q: 3 clusters Score -294379.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -294415.812500 Penalty: 3894.037842
	Iteration 5Q: 3 clusters Score -294415.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -294445.843750 Penalty: 3894.037842
	Iteration 6Q: 3 clusters Score -294445.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -294470.093750 Penalty: 3894.037842
	Iteration 7Q: 3 clusters Score -294470.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -294489.125000 Penalty: 3894.037842
	Iteration 8Q: 3 clusters Score -294489.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -294497.781250 Penalty: 3894.037842
	Iteration 9Q: 3 clusters Score -294497.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -294505.531250 Penalty: 3894.037842
	Iteration 10Q: 3 clusters Score -294505.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -294512.312500 Penalty: 3894.037842
	Iteration 11Q: 3 clusters Score -294512.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -294515.156250 Penalty: 3894.037842
	Iteration 12Q: 3 clusters Score -294515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -294517.343750 Penalty: 3894.037842
	Iteration 13Q: 3 clusters Score -294517.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -294518.812500 Penalty: 3894.037842
	Iteration 14Q: 3 clusters Score -294518.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -294520.250000 Penalty: 3894.037842
	Iteration 15Q: 3 clusters Score -294520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -294522.250000 Penalty: 3894.037842
	Iteration 16Q: 3 clusters Score -294522.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -294524.781250 Penalty: 3894.037842
	Iteration 17Q: 3 clusters Score -294524.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -294528.125000 Penalty: 3894.037842
	Iteration 18Q: 3 clusters Score -294528.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -294531.156250 Penalty: 3894.037842
	Iteration 19Q: 3 clusters Score -294531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -294532.375000 Penalty: 3894.037842
	Iteration 20F: 3 clusters Score -294532.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -58201.585938 Penalty: 1582.270386
	Iteration 0F: 2 clusters Score -58201.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56701.945312 Penalty: 3164.540771
	Iteration 0F: 3 clusters Score -56701.95 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57090.992188 Penalty: 3164.540771
	Iteration 1F: 3 clusters Score -57090.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57176.179688 Penalty: 3164.540771
	Iteration 2F: 3 clusters Score -57176.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -57227.675781 Penalty: 3164.540771
	Iteration 3Q: 3 clusters Score -57227.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -57290.984375 Penalty: 3164.540771
	Iteration 4Q: 3 clusters Score -57290.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -57332.316406 Penalty: 3164.540771
	Iteration 5Q: 3 clusters Score -57332.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57384.964844 Penalty: 3164.540771
	Iteration 6Q: 3 clusters Score -57384.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -57494.632812 Penalty: 3164.540771
	Iteration 7Q: 3 clusters Score -57494.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -57669.609375 Penalty: 3164.540771
	Iteration 8F: 3 clusters Score -57669.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -57906.257812 Penalty: 3164.540771
	Iteration 9Q: 3 clusters Score -57906.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -58049.074219 Penalty: 3164.540771
	Iteration 10Q: 3 clusters Score -58049.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -58159.828125 Penalty: 3164.540771
	Iteration 11Q: 3 clusters Score -58159.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -58262.546875 Penalty: 3164.540771
	Iteration 12Q: 3 clusters Score -58262.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -58331.183594 Penalty: 3164.540771
	Iteration 13Q: 3 clusters Score -58331.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -58353.773438 Penalty: 3164.540771
	Iteration 14Q: 3 clusters Score -58353.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -58370.312500 Penalty: 3164.540771
	Iteration 15Q: 3 clusters Score -58370.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -58394.109375 Penalty: 3164.540771
	Iteration 16Q: 3 clusters Score -58394.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -58398.074219 Penalty: 3164.540771
	Iteration 17Q: 3 clusters Score -58398.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -58409.292969 Penalty: 3164.540771
	Iteration 18F: 3 clusters Score -58409.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -58445.886719 Penalty: 3164.540771
	Iteration 19Q: 3 clusters Score -58445.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -58500.132812 Penalty: 3164.540771
	Iteration 20F: 3 clusters Score -58500.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -58589.886719 Penalty: 3164.540771
	Iteration 21Q: 3 clusters Score -58589.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -58795.484375 Penalty: 3164.540771
	Iteration 22Q: 3 clusters Score -58795.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -59114.113281 Penalty: 3164.540771
	Iteration 23Q: 3 clusters Score -59114.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -59135.414062 Penalty: 3164.540771
	Iteration 24Q: 3 clusters Score -59135.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -59154.511719 Penalty: 3164.540771
	Iteration 25Q: 3 clusters Score -59154.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -59154.511719 Penalty: 3164.540771
	Iteration 26F: 3 clusters Score -59154.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 26498 members 
Mstep: Class 4 contains 2695 members 
Mstep: Class 5 contains 22318 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5250 members 
Mstep: Class 9 contains 13007 members 
Mstep: Class 10 contains 137933 members 
Mstep: Class 11 contains 3275 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316318 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65286 members 
Mstep: Class 20 contains 86354 members 
Mstep: Class 21 contains 1950 members 
Mstep: Class 22 contains 2568 members 
Mstep: Class 23 contains 116 members 
Mstep: Class 24 contains 34261 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 43846 members 
Mstep: Class 29 contains 14640 members 
Mstep: Class 30 contains 474 members 
Entering Unmasked Estep 
Score: -92692936.000000 Penalty: 101310.343750
Splitting cluster 23 changes total score from -92693912.000000 to -92692936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (34261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Entering Unmasked Estep 
Score: -4029843.000000 Penalty: 2589.557129
	Iteration 0F: 2 clusters Score -4029843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -4006430.000000 Penalty: 5179.114258
	Iteration 0F: 3 clusters Score -4006430 nChanged 15609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4015011.250000 Penalty: 5179.114258
	Iteration 1F: 3 clusters Score -4015011 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -4015544.250000 Penalty: 5179.114258
	Iteration 2Q: 3 clusters Score -4015544 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -4016025.000000 Penalty: 5179.114258
	Iteration 3Q: 3 clusters Score -4016025 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -4016551.750000 Penalty: 5179.114258
	Iteration 4Q: 3 clusters Score -4016552 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -4017150.750000 Penalty: 5179.114258
	Iteration 5Q: 3 clusters Score -4017151 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4017966.750000 Penalty: 5179.114258
	Iteration 6Q: 3 clusters Score -4017967 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -4019091.500000 Penalty: 5179.114258
	Iteration 7F: 3 clusters Score -4019092 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -4020598.000000 Penalty: 5179.114258
	Iteration 8F: 3 clusters Score -4020598 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -4022257.750000 Penalty: 5179.114258
	Iteration 9F: 3 clusters Score -4022258 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4023849.000000 Penalty: 5179.114258
	Iteration 10F: 3 clusters Score -4023849 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4025052.250000 Penalty: 5179.114258
	Iteration 11Q: 3 clusters Score -4025052 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4025922.250000 Penalty: 5179.114258
	Iteration 12Q: 3 clusters Score -4025922 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4026461.750000 Penalty: 5179.114258
	Iteration 13Q: 3 clusters Score -4026462 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4026831.250000 Penalty: 5179.114258
	Iteration 14Q: 3 clusters Score -4026831 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4027096.750000 Penalty: 5179.114258
	Iteration 15Q: 3 clusters Score -4027097 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4027240.500000 Penalty: 5179.114258
	Iteration 16Q: 3 clusters Score -4027240 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4027375.000000 Penalty: 5179.114258
	Iteration 17Q: 3 clusters Score -4027375 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4027444.250000 Penalty: 5179.114258
	Iteration 18Q: 3 clusters Score -4027444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4027472.000000 Penalty: 5179.114258
	Iteration 19Q: 3 clusters Score -4027472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4027502.000000 Penalty: 5179.114258
	Iteration 20F: 3 clusters Score -4027502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4027534.500000 Penalty: 5179.114258
	Iteration 21Q: 3 clusters Score -4027534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4027566.000000 Penalty: 5179.114258
	Iteration 22Q: 3 clusters Score -4027566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4027587.250000 Penalty: 5179.114258
	Iteration 23Q: 3 clusters Score -4027587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4027596.250000 Penalty: 5179.114258
	Iteration 24Q: 3 clusters Score -4027596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4027609.250000 Penalty: 5179.114258
	Iteration 25Q: 3 clusters Score -4027609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4027618.750000 Penalty: 5179.114258
	Iteration 26Q: 3 clusters Score -4027619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4027620.000000 Penalty: 5179.114258
	Iteration 27Q: 3 clusters Score -4027620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4027626.250000 Penalty: 5179.114258
	Iteration 28Q: 3 clusters Score -4027626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4027627.000000 Penalty: 5179.114258
	Iteration 29Q: 3 clusters Score -4027627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4027627.250000 Penalty: 5179.114258
	Iteration 30Q: 3 clusters Score -4027627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4027631.000000 Penalty: 5179.114258
	Iteration 31Q: 3 clusters Score -4027631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4027637.750000 Penalty: 5179.114258
	Iteration 32Q: 3 clusters Score -4027638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4027636.250000 Penalty: 5179.114258
	Iteration 33Q: 3 clusters Score -4027636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4027636.250000 Penalty: 5179.114258
	Iteration 34Q: 3 clusters Score -4027636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4027638.750000 Penalty: 5179.114258
	Iteration 35Q: 3 clusters Score -4027639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4027638.750000 Penalty: 5179.114258
	Iteration 36F: 3 clusters Score -4027639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -53287.160156 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -53287.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51763.289062 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -51763.29 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52115.296875 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -52115.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52303.851562 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -52303.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52416.039062 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -52416.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52653.449219 Penalty: 3125.189941
	Iteration 4F: 3 clusters Score -52653.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52987.074219 Penalty: 3125.189941
	Iteration 5F: 3 clusters Score -52987.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53241.078125 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -53241.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53289.671875 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -53289.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53307.699219 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -53307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53316.398438 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -53316.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53323.875000 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -53323.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53337.402344 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -53337.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53344.417969 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -53344.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53359.027344 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -53359.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53388.679688 Penalty: 3125.189941
	Iteration 14Q: 3 clusters Score -53388.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53401.988281 Penalty: 3125.189941
	Iteration 15Q: 3 clusters Score -53401.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53417.343750 Penalty: 3125.189941
	Iteration 16Q: 3 clusters Score -53417.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53444.812500 Penalty: 3125.189941
	Iteration 17Q: 3 clusters Score -53444.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53451.386719 Penalty: 3125.189941
	Iteration 18Q: 3 clusters Score -53451.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53451.386719 Penalty: 3125.189941
	Iteration 19F: 3 clusters Score -53451.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 26498 members 
Mstep: Class 4 contains 2695 members 
Mstep: Class 5 contains 22318 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5250 members 
Mstep: Class 9 contains 13007 members 
Mstep: Class 10 contains 137933 members 
Mstep: Class 11 contains 3275 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316318 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65286 members 
Mstep: Class 20 contains 86354 members 
Mstep: Class 21 contains 1950 members 
Mstep: Class 22 contains 2568 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34261 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 43846 members 
Mstep: Class 29 contains 14640 members 
Mstep: Class 30 contains 243 members 
Entering Unmasked Estep 
Score: -92692120.000000 Penalty: 101310.343750
Splitting cluster 25 changes total score from -92693912.000000 to -92692120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -55012.972656 Penalty: 1551.901611
	Iteration 0F: 2 clusters Score -55012.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53448.328125 Penalty: 3103.803223
	Iteration 0F: 3 clusters Score -53448.33 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53665.796875 Penalty: 3103.803223
	Iteration 1F: 3 clusters Score -53665.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53773.074219 Penalty: 3103.803223
	Iteration 2F: 3 clusters Score -53773.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53902.828125 Penalty: 3103.803223
	Iteration 3Q: 3 clusters Score -53902.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53956.574219 Penalty: 3103.803223
	Iteration 4Q: 3 clusters Score -53956.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53977.785156 Penalty: 3103.803223
	Iteration 5Q: 3 clusters Score -53977.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53991.039062 Penalty: 3103.803223
	Iteration 6Q: 3 clusters Score -53991.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53998.359375 Penalty: 3103.803223
	Iteration 7Q: 3 clusters Score -53998.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54004.164062 Penalty: 3103.803223
	Iteration 8Q: 3 clusters Score -54004.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54004.164062 Penalty: 3103.803223
	Iteration 9F: 3 clusters Score -54004.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Entering Unmasked Estep 
Score: -1888674.125000 Penalty: 2402.347412
	Iteration 0F: 2 clusters Score -1888674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1876913.375000 Penalty: 4804.694824
	Iteration 0F: 3 clusters Score -1876913 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1880652.125000 Penalty: 4804.694824
	Iteration 1F: 3 clusters Score -1880652 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1881031.125000 Penalty: 4804.694824
	Iteration 2F: 3 clusters Score -1881031 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1881333.250000 Penalty: 4804.694824
	Iteration 3Q: 3 clusters Score -1881333 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1881632.625000 Penalty: 4804.694824
	Iteration 4Q: 3 clusters Score -1881633 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1881953.375000 Penalty: 4804.694824
	Iteration 5Q: 3 clusters Score -1881953 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1882340.125000 Penalty: 4804.694824
	Iteration 6Q: 3 clusters Score -1882340 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1882825.125000 Penalty: 4804.694824
	Iteration 7F: 3 clusters Score -1882825 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1883381.375000 Penalty: 4804.694824
	Iteration 8F: 3 clusters Score -1883381 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1884072.875000 Penalty: 4804.694824
	Iteration 9F: 3 clusters Score -1884073 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1884862.625000 Penalty: 4804.694824
	Iteration 10F: 3 clusters Score -1884863 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1885720.750000 Penalty: 4804.694824
	Iteration 11F: 3 clusters Score -1885721 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1886471.125000 Penalty: 4804.694824
	Iteration 12F: 3 clusters Score -1886471 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1887083.875000 Penalty: 4804.694824
	Iteration 13Q: 3 clusters Score -1887084 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1887461.875000 Penalty: 4804.694824
	Iteration 14Q: 3 clusters Score -1887462 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1887693.125000 Penalty: 4804.694824
	Iteration 15Q: 3 clusters Score -1887693 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1887802.250000 Penalty: 4804.694824
	Iteration 16Q: 3 clusters Score -1887802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1887851.625000 Penalty: 4804.694824
	Iteration 17Q: 3 clusters Score -1887852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1887884.625000 Penalty: 4804.694824
	Iteration 18Q: 3 clusters Score -1887885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1887895.375000 Penalty: 4804.694824
	Iteration 19Q: 3 clusters Score -1887895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1887910.750000 Penalty: 4804.694824
	Iteration 20F: 3 clusters Score -1887911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1887921.750000 Penalty: 4804.694824
	Iteration 21Q: 3 clusters Score -1887922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1887933.250000 Penalty: 4804.694824
	Iteration 22Q: 3 clusters Score -1887933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1887943.000000 Penalty: 4804.694824
	Iteration 23Q: 3 clusters Score -1887943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1887947.375000 Penalty: 4804.694824
	Iteration 24Q: 3 clusters Score -1887947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1887950.000000 Penalty: 4804.694824
	Iteration 25Q: 3 clusters Score -1887950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1887951.250000 Penalty: 4804.694824
	Iteration 26Q: 3 clusters Score -1887951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1887951.625000 Penalty: 4804.694824
	Iteration 27Q: 3 clusters Score -1887952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1887954.375000 Penalty: 4804.694824
	Iteration 28Q: 3 clusters Score -1887954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1887954.000000 Penalty: 4804.694824
	Iteration 29Q: 3 clusters Score -1887954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1887954.000000 Penalty: 4804.694824
	Iteration 30F: 3 clusters Score -1887954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (43846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Entering Unmasked Estep 
Score: -4959913.000000 Penalty: 2650.732666
	Iteration 0F: 2 clusters Score -4959913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -4930261.500000 Penalty: 5301.465332
	Iteration 0F: 3 clusters Score -4930262 nChanged 20134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -4941152.500000 Penalty: 5301.465332
	Iteration 1F: 3 clusters Score -4941152 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -4941618.000000 Penalty: 5301.465332
	Iteration 2Q: 3 clusters Score -4941618 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -4942005.000000 Penalty: 5301.465332
	Iteration 3Q: 3 clusters Score -4942005 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -4942444.000000 Penalty: 5301.465332
	Iteration 4Q: 3 clusters Score -4942444 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -4942819.500000 Penalty: 5301.465332
	Iteration 5Q: 3 clusters Score -4942820 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4943329.500000 Penalty: 5301.465332
	Iteration 6Q: 3 clusters Score -4943330 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -4943881.500000 Penalty: 5301.465332
	Iteration 7Q: 3 clusters Score -4943882 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -4944514.500000 Penalty: 5301.465332
	Iteration 8Q: 3 clusters Score -4944514 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4945244.000000 Penalty: 5301.465332
	Iteration 9Q: 3 clusters Score -4945244 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -4946000.500000 Penalty: 5301.465332
	Iteration 10Q: 3 clusters Score -4946000 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4946809.500000 Penalty: 5301.465332
	Iteration 11Q: 3 clusters Score -4946810 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -4947579.000000 Penalty: 5301.465332
	Iteration 12Q: 3 clusters Score -4947579 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -4948369.000000 Penalty: 5301.465332
	Iteration 13Q: 3 clusters Score -4948369 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -4949317.000000 Penalty: 5301.465332
	Iteration 14Q: 3 clusters Score -4949317 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -4950425.000000 Penalty: 5301.465332
	Iteration 15Q: 3 clusters Score -4950425 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -4951791.500000 Penalty: 5301.465332
	Iteration 16Q: 3 clusters Score -4951792 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -4953427.000000 Penalty: 5301.465332
	Iteration 17Q: 3 clusters Score -4953427 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4955175.000000 Penalty: 5301.465332
	Iteration 18Q: 3 clusters Score -4955175 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4956548.000000 Penalty: 5301.465332
	Iteration 19Q: 3 clusters Score -4956548 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4957275.000000 Penalty: 5301.465332
	Iteration 20F: 3 clusters Score -4957275 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4957607.000000 Penalty: 5301.465332
	Iteration 21Q: 3 clusters Score -4957607 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4957733.000000 Penalty: 5301.465332
	Iteration 22Q: 3 clusters Score -4957733 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4957784.500000 Penalty: 5301.465332
	Iteration 23Q: 3 clusters Score -4957784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4957816.500000 Penalty: 5301.465332
	Iteration 24Q: 3 clusters Score -4957816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4957829.000000 Penalty: 5301.465332
	Iteration 25Q: 3 clusters Score -4957829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4957842.000000 Penalty: 5301.465332
	Iteration 26Q: 3 clusters Score -4957842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4957854.000000 Penalty: 5301.465332
	Iteration 27Q: 3 clusters Score -4957854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4957862.000000 Penalty: 5301.465332
	Iteration 28Q: 3 clusters Score -4957862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4957872.500000 Penalty: 5301.465332
	Iteration 29Q: 3 clusters Score -4957872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4957877.000000 Penalty: 5301.465332
	Iteration 30Q: 3 clusters Score -4957877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4957882.500000 Penalty: 5301.465332
	Iteration 31Q: 3 clusters Score -4957882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4957887.500000 Penalty: 5301.465332
	Iteration 32Q: 3 clusters Score -4957888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4957888.500000 Penalty: 5301.465332
	Iteration 33Q: 3 clusters Score -4957888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4957889.000000 Penalty: 5301.465332
	Iteration 34Q: 3 clusters Score -4957889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4957889.000000 Penalty: 5301.465332
	Iteration 35F: 3 clusters Score -4957889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Entering Unmasked Estep 
Score: -1720591.000000 Penalty: 2378.695068
	Iteration 0F: 2 clusters Score -1720591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1709928.875000 Penalty: 4757.390137
	Iteration 0F: 3 clusters Score -1709929 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1713300.000000 Penalty: 4757.390137
	Iteration 1F: 3 clusters Score -1713300 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1713708.875000 Penalty: 4757.390137
	Iteration 2F: 3 clusters Score -1713709 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1714129.750000 Penalty: 4757.390137
	Iteration 3F: 3 clusters Score -1714130 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1714584.125000 Penalty: 4757.390137
	Iteration 4F: 3 clusters Score -1714584 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1715100.250000 Penalty: 4757.390137
	Iteration 5F: 3 clusters Score -1715100 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1715674.375000 Penalty: 4757.390137
	Iteration 6F: 3 clusters Score -1715674 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1716244.375000 Penalty: 4757.390137
	Iteration 7F: 3 clusters Score -1716244 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1716800.500000 Penalty: 4757.390137
	Iteration 8Q: 3 clusters Score -1716800 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1717315.125000 Penalty: 4757.390137
	Iteration 9Q: 3 clusters Score -1717315 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1717706.000000 Penalty: 4757.390137
	Iteration 10Q: 3 clusters Score -1717706 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1717943.375000 Penalty: 4757.390137
	Iteration 11Q: 3 clusters Score -1717943 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1718078.000000 Penalty: 4757.390137
	Iteration 12Q: 3 clusters Score -1718078 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1718150.500000 Penalty: 4757.390137
	Iteration 13Q: 3 clusters Score -1718150 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1718203.125000 Penalty: 4757.390137
	Iteration 14Q: 3 clusters Score -1718203 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1718246.375000 Penalty: 4757.390137
	Iteration 15Q: 3 clusters Score -1718246 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1718275.000000 Penalty: 4757.390137
	Iteration 16Q: 3 clusters Score -1718275 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1718300.500000 Penalty: 4757.390137
	Iteration 17Q: 3 clusters Score -1718300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1718322.500000 Penalty: 4757.390137
	Iteration 18Q: 3 clusters Score -1718322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1718350.875000 Penalty: 4757.390137
	Iteration 19Q: 3 clusters Score -1718351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1718372.875000 Penalty: 4757.390137
	Iteration 20F: 3 clusters Score -1718373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1718400.125000 Penalty: 4757.390137
	Iteration 21Q: 3 clusters Score -1718400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1718418.000000 Penalty: 4757.390137
	Iteration 22Q: 3 clusters Score -1718418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1718435.250000 Penalty: 4757.390137
	Iteration 23Q: 3 clusters Score -1718435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1718447.500000 Penalty: 4757.390137
	Iteration 24Q: 3 clusters Score -1718448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1718454.875000 Penalty: 4757.390137
	Iteration 25Q: 3 clusters Score -1718455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1718469.250000 Penalty: 4757.390137
	Iteration 26Q: 3 clusters Score -1718469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1718479.750000 Penalty: 4757.390137
	Iteration 27Q: 3 clusters Score -1718480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1718491.375000 Penalty: 4757.390137
	Iteration 28Q: 3 clusters Score -1718491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1718497.875000 Penalty: 4757.390137
	Iteration 29Q: 3 clusters Score -1718498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1718504.625000 Penalty: 4757.390137
	Iteration 30Q: 3 clusters Score -1718505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1718507.750000 Penalty: 4757.390137
	Iteration 31Q: 3 clusters Score -1718508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1718510.375000 Penalty: 4757.390137
	Iteration 32Q: 3 clusters Score -1718510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1718513.250000 Penalty: 4757.390137
	Iteration 33Q: 3 clusters Score -1718513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1718514.500000 Penalty: 4757.390137
	Iteration 34Q: 3 clusters Score -1718514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1718516.000000 Penalty: 4757.390137
	Iteration 35Q: 3 clusters Score -1718516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1718518.000000 Penalty: 4757.390137
	Iteration 36Q: 3 clusters Score -1718518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1718519.500000 Penalty: 4757.390137
	Iteration 37Q: 3 clusters Score -1718520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1718521.125000 Penalty: 4757.390137
	Iteration 38Q: 3 clusters Score -1718521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1718522.625000 Penalty: 4757.390137
	Iteration 39Q: 3 clusters Score -1718523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1718525.750000 Penalty: 4757.390137
	Iteration 40F: 3 clusters Score -1718526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1718529.375000 Penalty: 4757.390137
	Iteration 41Q: 3 clusters Score -1718529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1718528.000000 Penalty: 4757.390137
	Iteration 42Q: 3 clusters Score -1718528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1718528.375000 Penalty: 4757.390137
	Iteration 43Q: 3 clusters Score -1718528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1718527.875000 Penalty: 4757.390137
	Iteration 44Q: 3 clusters Score -1718528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1718531.875000 Penalty: 4757.390137
	Iteration 45Q: 3 clusters Score -1718532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1718533.625000 Penalty: 4757.390137
	Iteration 46Q: 3 clusters Score -1718534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1718530.625000 Penalty: 4757.390137
	Iteration 47Q: 3 clusters Score -1718531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1718536.875000 Penalty: 4757.390137
	Iteration 48Q: 3 clusters Score -1718537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1718537.875000 Penalty: 4757.390137
	Iteration 49Q: 3 clusters Score -1718538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1718537.875000 Penalty: 4757.390137
	Iteration 50F: 3 clusters Score -1718538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 26498 members 
Mstep: Class 4 contains 2695 members 
Mstep: Class 5 contains 22318 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5250 members 
Mstep: Class 9 contains 13007 members 
Mstep: Class 10 contains 137933 members 
Mstep: Class 11 contains 3275 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316318 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65286 members 
Mstep: Class 20 contains 86354 members 
Mstep: Class 21 contains 1950 members 
Mstep: Class 22 contains 2568 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34261 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 43846 members 
Mstep: Class 29 contains 14640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693776.000000 Penalty: 97933.328125
Iteration 159Q: 30 clusters Score -9.269378e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 26557 members 
Mstep: Class 4 contains 2671 members 
Mstep: Class 5 contains 22345 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5266 members 
Mstep: Class 9 contains 13004 members 
Mstep: Class 10 contains 138253 members 
Mstep: Class 11 contains 3294 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316368 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6843 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65309 members 
Mstep: Class 20 contains 85827 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2568 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34292 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16138 members 
Mstep: Class 28 contains 43816 members 
Mstep: Class 29 contains 14673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693648.000000 Penalty: 97933.328125
Iteration 160F: 30 clusters Score -9.269365e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 26603 members 
Mstep: Class 4 contains 2657 members 
Mstep: Class 5 contains 22365 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5273 members 
Mstep: Class 9 contains 13010 members 
Mstep: Class 10 contains 138567 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316420 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6841 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65331 members 
Mstep: Class 20 contains 85314 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2571 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34321 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16165 members 
Mstep: Class 28 contains 43786 members 
Mstep: Class 29 contains 14705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693568.000000 Penalty: 97933.328125
Iteration 161Q: 30 clusters Score -9.269357e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 26646 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 22395 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 13006 members 
Mstep: Class 10 contains 138877 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316480 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6831 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65342 members 
Mstep: Class 20 contains 84826 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2573 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34355 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16196 members 
Mstep: Class 28 contains 43760 members 
Mstep: Class 29 contains 14732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693648.000000 Penalty: 97933.328125
Iteration 162Q: 30 clusters Score -9.269365e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4419 members 
Mstep: Class 3 contains 26679 members 
Mstep: Class 4 contains 2621 members 
Mstep: Class 5 contains 22431 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5290 members 
Mstep: Class 9 contains 13005 members 
Mstep: Class 10 contains 139155 members 
Mstep: Class 11 contains 3351 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316535 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6822 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 65354 members 
Mstep: Class 20 contains 84383 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34376 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16224 members 
Mstep: Class 28 contains 43724 members 
Mstep: Class 29 contains 14753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693680.000000 Penalty: 97933.328125
Iteration 163Q: 30 clusters Score -9.269368e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4420 members 
Mstep: Class 3 contains 26711 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 22462 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5295 members 
Mstep: Class 9 contains 13003 members 
Mstep: Class 10 contains 139425 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316574 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6813 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 65362 members 
Mstep: Class 20 contains 83972 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34412 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16248 members 
Mstep: Class 28 contains 43694 members 
Mstep: Class 29 contains 14766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693656.000000 Penalty: 97933.328125
Iteration 164Q: 30 clusters Score -9.269366e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4419 members 
Mstep: Class 3 contains 26743 members 
Mstep: Class 4 contains 2584 members 
Mstep: Class 5 contains 22471 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5301 members 
Mstep: Class 9 contains 13004 members 
Mstep: Class 10 contains 139693 members 
Mstep: Class 11 contains 3390 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316612 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6810 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 65374 members 
Mstep: Class 20 contains 83583 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34439 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16264 members 
Mstep: Class 28 contains 43669 members 
Mstep: Class 29 contains 14782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693688.000000 Penalty: 97933.328125
Iteration 165Q: 30 clusters Score -9.269369e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4406 members 
Mstep: Class 3 contains 26772 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 22486 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 13006 members 
Mstep: Class 10 contains 139949 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316621 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6812 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 65381 members 
Mstep: Class 20 contains 83227 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34451 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16290 members 
Mstep: Class 28 contains 43658 members 
Mstep: Class 29 contains 14800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693600.000000 Penalty: 97933.328125
Iteration 166Q: 30 clusters Score -9.26936e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 26790 members 
Mstep: Class 4 contains 2551 members 
Mstep: Class 5 contains 22494 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5311 members 
Mstep: Class 9 contains 13004 members 
Mstep: Class 10 contains 140199 members 
Mstep: Class 11 contains 3433 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316629 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6808 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65394 members 
Mstep: Class 20 contains 82894 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34457 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16318 members 
Mstep: Class 28 contains 43644 members 
Mstep: Class 29 contains 14829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693496.000000 Penalty: 97933.328125
Iteration 167Q: 30 clusters Score -9.26935e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 26808 members 
Mstep: Class 4 contains 2535 members 
Mstep: Class 5 contains 22497 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5315 members 
Mstep: Class 9 contains 13006 members 
Mstep: Class 10 contains 140457 members 
Mstep: Class 11 contains 3445 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316670 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65412 members 
Mstep: Class 20 contains 82523 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34462 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16348 members 
Mstep: Class 28 contains 43641 members 
Mstep: Class 29 contains 14858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693752.000000 Penalty: 97933.328125
Iteration 168Q: 30 clusters Score -9.269375e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 26824 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 22507 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 13006 members 
Mstep: Class 10 contains 140701 members 
Mstep: Class 11 contains 3472 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316722 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65432 members 
Mstep: Class 20 contains 82118 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34469 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16376 members 
Mstep: Class 28 contains 43635 members 
Mstep: Class 29 contains 14887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693680.000000 Penalty: 97933.328125
Iteration 169Q: 30 clusters Score -9.269368e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 26842 members 
Mstep: Class 4 contains 2507 members 
Mstep: Class 5 contains 22510 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 13010 members 
Mstep: Class 10 contains 140933 members 
Mstep: Class 11 contains 3486 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316766 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6805 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65451 members 
Mstep: Class 20 contains 81761 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34475 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16395 members 
Mstep: Class 28 contains 43620 members 
Mstep: Class 29 contains 14915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693656.000000 Penalty: 97933.328125
Iteration 170Q: 30 clusters Score -9.269366e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 26858 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 22514 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5320 members 
Mstep: Class 9 contains 13010 members 
Mstep: Class 10 contains 141154 members 
Mstep: Class 11 contains 3510 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316803 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65460 members 
Mstep: Class 20 contains 81431 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34480 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16415 members 
Mstep: Class 28 contains 43614 members 
Mstep: Class 29 contains 14939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693464.000000 Penalty: 97933.328125
Iteration 171Q: 30 clusters Score -9.269346e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 26871 members 
Mstep: Class 4 contains 2480 members 
Mstep: Class 5 contains 22517 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 141351 members 
Mstep: Class 11 contains 3517 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316856 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6806 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65474 members 
Mstep: Class 20 contains 81126 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34487 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16441 members 
Mstep: Class 28 contains 43600 members 
Mstep: Class 29 contains 14946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693240.000000 Penalty: 97933.328125
Iteration 172Q: 30 clusters Score -9.269324e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 26891 members 
Mstep: Class 4 contains 2470 members 
Mstep: Class 5 contains 22525 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5325 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 141541 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316876 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6805 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65483 members 
Mstep: Class 20 contains 80856 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34501 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16466 members 
Mstep: Class 28 contains 43589 members 
Mstep: Class 29 contains 14957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693216.000000 Penalty: 97933.328125
Iteration 173Q: 30 clusters Score -9.269322e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 26908 members 
Mstep: Class 4 contains 2466 members 
Mstep: Class 5 contains 22535 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5325 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 141710 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316882 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65497 members 
Mstep: Class 20 contains 80613 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34505 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16485 members 
Mstep: Class 28 contains 43578 members 
Mstep: Class 29 contains 14970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693224.000000 Penalty: 97933.328125
Iteration 174Q: 30 clusters Score -9.269322e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 26918 members 
Mstep: Class 4 contains 2458 members 
Mstep: Class 5 contains 22551 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 13019 members 
Mstep: Class 10 contains 141884 members 
Mstep: Class 11 contains 3549 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316878 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6797 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65505 members 
Mstep: Class 20 contains 80385 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34509 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16501 members 
Mstep: Class 28 contains 43582 members 
Mstep: Class 29 contains 14989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693240.000000 Penalty: 97933.328125
Iteration 175Q: 30 clusters Score -9.269324e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 26927 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 22567 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 13019 members 
Mstep: Class 10 contains 142014 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316880 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6791 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65508 members 
Mstep: Class 20 contains 80209 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34514 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16514 members 
Mstep: Class 28 contains 43577 members 
Mstep: Class 29 contains 15002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693128.000000 Penalty: 97933.328125
Iteration 176Q: 30 clusters Score -9.269313e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 26933 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 22575 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5328 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 142143 members 
Mstep: Class 11 contains 3576 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316882 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6788 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65510 members 
Mstep: Class 20 contains 80046 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34511 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16523 members 
Mstep: Class 28 contains 43571 members 
Mstep: Class 29 contains 15014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693200.000000 Penalty: 97933.328125
Iteration 177Q: 30 clusters Score -9.26932e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 26938 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 22581 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5327 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 142273 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316903 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6783 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65518 members 
Mstep: Class 20 contains 79875 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34517 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16526 members 
Mstep: Class 28 contains 43563 members 
Mstep: Class 29 contains 15020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693152.000000 Penalty: 97933.328125
Iteration 178Q: 30 clusters Score -9.269315e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 26939 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 22589 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 142404 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316912 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6776 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65523 members 
Mstep: Class 20 contains 79737 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34519 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16525 members 
Mstep: Class 28 contains 43557 members 
Mstep: Class 29 contains 15029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693296.000000 Penalty: 97933.328125
Iteration 179Q: 30 clusters Score -9.26933e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 26938 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 22593 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5325 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 142534 members 
Mstep: Class 11 contains 3606 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316905 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6772 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65526 members 
Mstep: Class 20 contains 79610 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34523 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16528 members 
Mstep: Class 28 contains 43545 members 
Mstep: Class 29 contains 15036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693416.000000 Penalty: 97933.328125
Iteration 180F: 30 clusters Score -9.269342e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 26937 members 
Mstep: Class 4 contains 2434 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 13011 members 
Mstep: Class 10 contains 142662 members 
Mstep: Class 11 contains 3613 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316904 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6767 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65537 members 
Mstep: Class 20 contains 79481 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34519 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16532 members 
Mstep: Class 28 contains 43536 members 
Mstep: Class 29 contains 15047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693480.000000 Penalty: 97933.328125
Iteration 181Q: 30 clusters Score -9.269348e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 26940 members 
Mstep: Class 4 contains 2430 members 
Mstep: Class 5 contains 22604 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5325 members 
Mstep: Class 9 contains 13009 members 
Mstep: Class 10 contains 142755 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316894 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65540 members 
Mstep: Class 20 contains 79385 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34518 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16536 members 
Mstep: Class 28 contains 43533 members 
Mstep: Class 29 contains 15055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693464.000000 Penalty: 97933.328125
Iteration 182Q: 30 clusters Score -9.269346e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 26944 members 
Mstep: Class 4 contains 2426 members 
Mstep: Class 5 contains 22609 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 13009 members 
Mstep: Class 10 contains 142844 members 
Mstep: Class 11 contains 3633 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316894 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65545 members 
Mstep: Class 20 contains 79280 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34519 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16538 members 
Mstep: Class 28 contains 43533 members 
Mstep: Class 29 contains 15059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693528.000000 Penalty: 97933.328125
Iteration 183Q: 30 clusters Score -9.269353e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 26949 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 22612 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 13010 members 
Mstep: Class 10 contains 142934 members 
Mstep: Class 11 contains 3641 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316887 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65547 members 
Mstep: Class 20 contains 79182 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34521 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16545 members 
Mstep: Class 28 contains 43532 members 
Mstep: Class 29 contains 15059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693440.000000 Penalty: 97933.328125
Iteration 184Q: 30 clusters Score -9.269344e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 26951 members 
Mstep: Class 4 contains 2418 members 
Mstep: Class 5 contains 22611 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 13009 members 
Mstep: Class 10 contains 143020 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316882 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65556 members 
Mstep: Class 20 contains 79092 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34522 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16549 members 
Mstep: Class 28 contains 43536 members 
Mstep: Class 29 contains 15059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693384.000000 Penalty: 97933.328125
Iteration 185Q: 30 clusters Score -9.269338e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 26955 members 
Mstep: Class 4 contains 2413 members 
Mstep: Class 5 contains 22612 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 13010 members 
Mstep: Class 10 contains 143100 members 
Mstep: Class 11 contains 3651 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316871 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65566 members 
Mstep: Class 20 contains 79001 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34524 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16557 members 
Mstep: Class 28 contains 43545 members 
Mstep: Class 29 contains 15059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693472.000000 Penalty: 97933.328125
Iteration 186Q: 30 clusters Score -9.269347e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 26955 members 
Mstep: Class 4 contains 2410 members 
Mstep: Class 5 contains 22614 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 143176 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316877 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65565 members 
Mstep: Class 20 contains 78902 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34527 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16569 members 
Mstep: Class 28 contains 43536 members 
Mstep: Class 29 contains 15063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693272.000000 Penalty: 97933.328125
Iteration 187Q: 30 clusters Score -9.269327e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4395 members 
Mstep: Class 3 contains 26955 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 22615 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 143234 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316902 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65573 members 
Mstep: Class 20 contains 78799 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34526 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16575 members 
Mstep: Class 28 contains 43535 members 
Mstep: Class 29 contains 15070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693240.000000 Penalty: 97933.328125
Iteration 188Q: 30 clusters Score -9.269324e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 4394 members 
Mstep: Class 3 contains 26960 members 
Mstep: Class 4 contains 2406 members 
Mstep: Class 5 contains 22618 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 13016 members 
Mstep: Class 10 contains 143297 members 
Mstep: Class 11 contains 3669 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316912 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65576 members 
Mstep: Class 20 contains 78703 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34523 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16581 members 
Mstep: Class 28 contains 43535 members 
Mstep: Class 29 contains 15080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693240.000000 Penalty: 97933.328125
Iteration 189Q: 30 clusters Score -9.269324e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 26963 members 
Mstep: Class 4 contains 2406 members 
Mstep: Class 5 contains 22621 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 143361 members 
Mstep: Class 11 contains 3672 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316918 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65579 members 
Mstep: Class 20 contains 78619 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34529 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16584 members 
Mstep: Class 28 contains 43531 members 
Mstep: Class 29 contains 15085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693112.000000 Penalty: 97933.328125
Iteration 190Q: 30 clusters Score -9.269311e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 26964 members 
Mstep: Class 4 contains 2406 members 
Mstep: Class 5 contains 22618 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5328 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 143427 members 
Mstep: Class 11 contains 3679 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316908 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65581 members 
Mstep: Class 20 contains 78543 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34534 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16591 members 
Mstep: Class 28 contains 43528 members 
Mstep: Class 29 contains 15093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693192.000000 Penalty: 97933.328125
Iteration 191Q: 30 clusters Score -9.269319e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 26966 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22617 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5329 members 
Mstep: Class 9 contains 13012 members 
Mstep: Class 10 contains 143487 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316891 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65587 members 
Mstep: Class 20 contains 78473 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34541 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16597 members 
Mstep: Class 28 contains 43525 members 
Mstep: Class 29 contains 15101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693160.000000 Penalty: 97933.328125
Iteration 192Q: 30 clusters Score -9.269316e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 26970 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22619 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5330 members 
Mstep: Class 9 contains 13012 members 
Mstep: Class 10 contains 143531 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316876 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65591 members 
Mstep: Class 20 contains 78417 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34547 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16604 members 
Mstep: Class 28 contains 43524 members 
Mstep: Class 29 contains 15104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693296.000000 Penalty: 97933.328125
Iteration 193Q: 30 clusters Score -9.26933e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 26975 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22616 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5331 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 143587 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316863 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65591 members 
Mstep: Class 20 contains 78362 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34550 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16606 members 
Mstep: Class 28 contains 43523 members 
Mstep: Class 29 contains 15106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693280.000000 Penalty: 97933.328125
Iteration 194Q: 30 clusters Score -9.269328e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 26981 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22615 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5331 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 143631 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316856 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65592 members 
Mstep: Class 20 contains 78313 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34556 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16611 members 
Mstep: Class 28 contains 43519 members 
Mstep: Class 29 contains 15107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693384.000000 Penalty: 97933.328125
Iteration 195Q: 30 clusters Score -9.269338e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 26981 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22616 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5331 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 143678 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316848 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65591 members 
Mstep: Class 20 contains 78267 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34562 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16615 members 
Mstep: Class 28 contains 43518 members 
Mstep: Class 29 contains 15108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693376.000000 Penalty: 97933.328125
Iteration 196Q: 30 clusters Score -9.269338e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 26982 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22617 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5331 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 143721 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316829 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65595 members 
Mstep: Class 20 contains 78227 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34564 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16621 members 
Mstep: Class 28 contains 43521 members 
Mstep: Class 29 contains 15108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693328.000000 Penalty: 97933.328125
Iteration 197Q: 30 clusters Score -9.269333e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 26985 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22617 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5332 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 143755 members 
Mstep: Class 11 contains 3699 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316836 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65595 members 
Mstep: Class 20 contains 78183 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34565 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16623 members 
Mstep: Class 28 contains 43520 members 
Mstep: Class 29 contains 15109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693416.000000 Penalty: 97933.328125
Iteration 198Q: 30 clusters Score -9.269342e+07 nChanged 71
Entering ConstructFrom: 
Score: -92693416.000000 Penalty: 97933.328125
Entering ConstructFrom: 
Trying to split cluster 1 (6639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Entering Unmasked Estep 
Score: -734290.875000 Penalty: 2182.577637
	Iteration 0F: 2 clusters Score -734290.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -728716.250000 Penalty: 4365.155273
	Iteration 0F: 3 clusters Score -728716.2 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -730179.375000 Penalty: 4365.155273
	Iteration 1F: 3 clusters Score -730179.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -730428.875000 Penalty: 4365.155273
	Iteration 2F: 3 clusters Score -730428.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -730595.562500 Penalty: 4365.155273
	Iteration 3F: 3 clusters Score -730595.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -730690.562500 Penalty: 4365.155273
	Iteration 4Q: 3 clusters Score -730690.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -730762.250000 Penalty: 4365.155273
	Iteration 5Q: 3 clusters Score -730762.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -730820.062500 Penalty: 4365.155273
	Iteration 6Q: 3 clusters Score -730820.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -730889.000000 Penalty: 4365.155273
	Iteration 7Q: 3 clusters Score -730889 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -730978.562500 Penalty: 4365.155273
	Iteration 8Q: 3 clusters Score -730978.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -731119.750000 Penalty: 4365.155273
	Iteration 9Q: 3 clusters Score -731119.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -731338.562500 Penalty: 4365.155273
	Iteration 10Q: 3 clusters Score -731338.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -731654.687500 Penalty: 4365.155273
	Iteration 11F: 3 clusters Score -731654.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -732053.562500 Penalty: 4365.155273
	Iteration 12F: 3 clusters Score -732053.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -732462.187500 Penalty: 4365.155273
	Iteration 13F: 3 clusters Score -732462.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -732773.875000 Penalty: 4365.155273
	Iteration 14F: 3 clusters Score -732773.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -732968.937500 Penalty: 4365.155273
	Iteration 15Q: 3 clusters Score -732968.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -733084.437500 Penalty: 4365.155273
	Iteration 16Q: 3 clusters Score -733084.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -733152.750000 Penalty: 4365.155273
	Iteration 17Q: 3 clusters Score -733152.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -733187.812500 Penalty: 4365.155273
	Iteration 18Q: 3 clusters Score -733187.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -733203.000000 Penalty: 4365.155273
	Iteration 19Q: 3 clusters Score -733203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -733215.750000 Penalty: 4365.155273
	Iteration 20F: 3 clusters Score -733215.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -733224.625000 Penalty: 4365.155273
	Iteration 21Q: 3 clusters Score -733224.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -733230.125000 Penalty: 4365.155273
	Iteration 22Q: 3 clusters Score -733230.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -733230.437500 Penalty: 4365.155273
	Iteration 23Q: 3 clusters Score -733230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -733231.062500 Penalty: 4365.155273
	Iteration 24Q: 3 clusters Score -733231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -733231.062500 Penalty: 4365.155273
	Iteration 25F: 3 clusters Score -733231.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Entering Unmasked Estep 
Score: -496928.625000 Penalty: 2079.091553
	Iteration 0F: 2 clusters Score -496928.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -492762.625000 Penalty: 4158.183105
	Iteration 0F: 3 clusters Score -492762.6 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -493727.875000 Penalty: 4158.183105
	Iteration 1F: 3 clusters Score -493727.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -493968.656250 Penalty: 4158.183105
	Iteration 2F: 3 clusters Score -493968.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -494214.750000 Penalty: 4158.183105
	Iteration 3F: 3 clusters Score -494214.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -494445.187500 Penalty: 4158.183105
	Iteration 4F: 3 clusters Score -494445.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -494652.250000 Penalty: 4158.183105
	Iteration 5Q: 3 clusters Score -494652.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -494782.531250 Penalty: 4158.183105
	Iteration 6Q: 3 clusters Score -494782.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -494875.468750 Penalty: 4158.183105
	Iteration 7Q: 3 clusters Score -494875.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -494945.156250 Penalty: 4158.183105
	Iteration 8Q: 3 clusters Score -494945.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -494999.218750 Penalty: 4158.183105
	Iteration 9Q: 3 clusters Score -494999.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -495037.218750 Penalty: 4158.183105
	Iteration 10Q: 3 clusters Score -495037.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -495065.187500 Penalty: 4158.183105
	Iteration 11Q: 3 clusters Score -495065.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -495086.875000 Penalty: 4158.183105
	Iteration 12Q: 3 clusters Score -495086.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -495099.656250 Penalty: 4158.183105
	Iteration 13Q: 3 clusters Score -495099.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -495108.281250 Penalty: 4158.183105
	Iteration 14Q: 3 clusters Score -495108.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -495113.406250 Penalty: 4158.183105
	Iteration 15Q: 3 clusters Score -495113.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -495119.093750 Penalty: 4158.183105
	Iteration 16Q: 3 clusters Score -495119.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -495124.750000 Penalty: 4158.183105
	Iteration 17Q: 3 clusters Score -495124.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -495128.843750 Penalty: 4158.183105
	Iteration 18Q: 3 clusters Score -495128.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -495134.187500 Penalty: 4158.183105
	Iteration 19Q: 3 clusters Score -495134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -495135.281250 Penalty: 4158.183105
	Iteration 20F: 3 clusters Score -495135.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -495136.906250 Penalty: 4158.183105
	Iteration 21Q: 3 clusters Score -495136.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -495138.156250 Penalty: 4158.183105
	Iteration 22Q: 3 clusters Score -495138.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -495139.500000 Penalty: 4158.183105
	Iteration 23Q: 3 clusters Score -495139.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -495140.906250 Penalty: 4158.183105
	Iteration 24Q: 3 clusters Score -495140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -495142.218750 Penalty: 4158.183105
	Iteration 25Q: 3 clusters Score -495142.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -495144.406250 Penalty: 4158.183105
	Iteration 26Q: 3 clusters Score -495144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -495146.281250 Penalty: 4158.183105
	Iteration 27Q: 3 clusters Score -495146.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -495147.062500 Penalty: 4158.183105
	Iteration 28Q: 3 clusters Score -495147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -495147.812500 Penalty: 4158.183105
	Iteration 29Q: 3 clusters Score -495147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -495148.781250 Penalty: 4158.183105
	Iteration 30Q: 3 clusters Score -495148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -495148.906250 Penalty: 4158.183105
	Iteration 31Q: 3 clusters Score -495148.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -495148.875000 Penalty: 4158.183105
	Iteration 32Q: 3 clusters Score -495148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -495149.625000 Penalty: 4158.183105
	Iteration 33Q: 3 clusters Score -495149.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -495150.343750 Penalty: 4158.183105
	Iteration 34Q: 3 clusters Score -495150.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -495152.843750 Penalty: 4158.183105
	Iteration 35Q: 3 clusters Score -495152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -495152.312500 Penalty: 4158.183105
	Iteration 36Q: 3 clusters Score -495152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -495152.500000 Penalty: 4158.183105
	Iteration 37Q: 3 clusters Score -495152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -495153.250000 Penalty: 4158.183105
	Iteration 38Q: 3 clusters Score -495153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -495153.812500 Penalty: 4158.183105
	Iteration 39Q: 3 clusters Score -495153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -495153.812500 Penalty: 4158.183105
	Iteration 40F: 3 clusters Score -495153.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Entering Unmasked Estep 
Score: -3171328.500000 Penalty: 2530.380615
	Iteration 0F: 2 clusters Score -3171328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3152752.750000 Penalty: 5060.761230
	Iteration 0F: 3 clusters Score -3152753 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3159298.750000 Penalty: 5060.761230
	Iteration 1F: 3 clusters Score -3159299 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3159740.500000 Penalty: 5060.761230
	Iteration 2Q: 3 clusters Score -3159740 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3160144.000000 Penalty: 5060.761230
	Iteration 3Q: 3 clusters Score -3160144 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3160509.750000 Penalty: 5060.761230
	Iteration 4Q: 3 clusters Score -3160510 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3160992.500000 Penalty: 5060.761230
	Iteration 5Q: 3 clusters Score -3160992 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3161642.500000 Penalty: 5060.761230
	Iteration 6Q: 3 clusters Score -3161642 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3162541.750000 Penalty: 5060.761230
	Iteration 7F: 3 clusters Score -3162542 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3163844.000000 Penalty: 5060.761230
	Iteration 8F: 3 clusters Score -3163844 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3165291.250000 Penalty: 5060.761230
	Iteration 9F: 3 clusters Score -3165291 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3166737.250000 Penalty: 5060.761230
	Iteration 10F: 3 clusters Score -3166737 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3167882.250000 Penalty: 5060.761230
	Iteration 11Q: 3 clusters Score -3167882 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3168486.250000 Penalty: 5060.761230
	Iteration 12Q: 3 clusters Score -3168486 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3168799.500000 Penalty: 5060.761230
	Iteration 13Q: 3 clusters Score -3168800 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3168935.000000 Penalty: 5060.761230
	Iteration 14Q: 3 clusters Score -3168935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3169016.750000 Penalty: 5060.761230
	Iteration 15Q: 3 clusters Score -3169017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3169064.750000 Penalty: 5060.761230
	Iteration 16Q: 3 clusters Score -3169065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3169091.000000 Penalty: 5060.761230
	Iteration 17Q: 3 clusters Score -3169091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3169113.250000 Penalty: 5060.761230
	Iteration 18Q: 3 clusters Score -3169113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3169123.750000 Penalty: 5060.761230
	Iteration 19Q: 3 clusters Score -3169124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3169132.500000 Penalty: 5060.761230
	Iteration 20F: 3 clusters Score -3169132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3169136.000000 Penalty: 5060.761230
	Iteration 21Q: 3 clusters Score -3169136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3169142.750000 Penalty: 5060.761230
	Iteration 22Q: 3 clusters Score -3169143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3169158.750000 Penalty: 5060.761230
	Iteration 23Q: 3 clusters Score -3169159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3169157.750000 Penalty: 5060.761230
	Iteration 24Q: 3 clusters Score -3169158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3169159.250000 Penalty: 5060.761230
	Iteration 25Q: 3 clusters Score -3169159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3169156.000000 Penalty: 5060.761230
	Iteration 26Q: 3 clusters Score -3169156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3169156.000000 Penalty: 5060.761230
	Iteration 27F: 3 clusters Score -3169156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -289306.687500 Penalty: 1930.755615
	Iteration 0F: 2 clusters Score -289306.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -286404.906250 Penalty: 3861.511230
	Iteration 0F: 3 clusters Score -286404.9 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -286940.750000 Penalty: 3861.511230
	Iteration 1F: 3 clusters Score -286940.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -287078.093750 Penalty: 3861.511230
	Iteration 2F: 3 clusters Score -287078.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -287163.906250 Penalty: 3861.511230
	Iteration 3Q: 3 clusters Score -287163.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -287222.343750 Penalty: 3861.511230
	Iteration 4Q: 3 clusters Score -287222.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -287252.093750 Penalty: 3861.511230
	Iteration 5Q: 3 clusters Score -287252.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -287279.750000 Penalty: 3861.511230
	Iteration 6Q: 3 clusters Score -287279.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -287299.531250 Penalty: 3861.511230
	Iteration 7Q: 3 clusters Score -287299.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -287311.187500 Penalty: 3861.511230
	Iteration 8Q: 3 clusters Score -287311.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -287318.281250 Penalty: 3861.511230
	Iteration 9Q: 3 clusters Score -287318.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -287328.218750 Penalty: 3861.511230
	Iteration 10Q: 3 clusters Score -287328.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -287337.750000 Penalty: 3861.511230
	Iteration 11Q: 3 clusters Score -287337.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -287348.781250 Penalty: 3861.511230
	Iteration 12Q: 3 clusters Score -287348.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -287355.218750 Penalty: 3861.511230
	Iteration 13Q: 3 clusters Score -287355.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -287362.687500 Penalty: 3861.511230
	Iteration 14Q: 3 clusters Score -287362.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -287364.906250 Penalty: 3861.511230
	Iteration 15Q: 3 clusters Score -287364.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -287368.812500 Penalty: 3861.511230
	Iteration 16Q: 3 clusters Score -287368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -287372.031250 Penalty: 3861.511230
	Iteration 17Q: 3 clusters Score -287372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -287373.437500 Penalty: 3861.511230
	Iteration 18Q: 3 clusters Score -287373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -287374.562500 Penalty: 3861.511230
	Iteration 19Q: 3 clusters Score -287374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -287375.531250 Penalty: 3861.511230
	Iteration 20F: 3 clusters Score -287375.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -287376.000000 Penalty: 3861.511230
	Iteration 21Q: 3 clusters Score -287376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -287376.000000 Penalty: 3861.511230
	Iteration 22F: 3 clusters Score -287376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Entering Unmasked Estep 
Score: -2651720.750000 Penalty: 2486.550293
	Iteration 0F: 2 clusters Score -2651721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2635982.500000 Penalty: 4973.100586
	Iteration 0F: 3 clusters Score -2635982 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2641351.500000 Penalty: 4973.100586
	Iteration 1F: 3 clusters Score -2641352 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2641731.750000 Penalty: 4973.100586
	Iteration 2F: 3 clusters Score -2641732 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2642093.000000 Penalty: 4973.100586
	Iteration 3Q: 3 clusters Score -2642093 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2642466.000000 Penalty: 4973.100586
	Iteration 4Q: 3 clusters Score -2642466 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2642876.000000 Penalty: 4973.100586
	Iteration 5Q: 3 clusters Score -2642876 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2643431.750000 Penalty: 4973.100586
	Iteration 6Q: 3 clusters Score -2643432 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2644124.750000 Penalty: 4973.100586
	Iteration 7F: 3 clusters Score -2644125 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2644999.500000 Penalty: 4973.100586
	Iteration 8F: 3 clusters Score -2645000 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2646065.000000 Penalty: 4973.100586
	Iteration 9F: 3 clusters Score -2646065 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2647285.250000 Penalty: 4973.100586
	Iteration 10F: 3 clusters Score -2647285 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2648593.750000 Penalty: 4973.100586
	Iteration 11F: 3 clusters Score -2648594 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2649642.750000 Penalty: 4973.100586
	Iteration 12F: 3 clusters Score -2649643 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2650184.250000 Penalty: 4973.100586
	Iteration 13Q: 3 clusters Score -2650184 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2650473.750000 Penalty: 4973.100586
	Iteration 14Q: 3 clusters Score -2650474 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2650584.500000 Penalty: 4973.100586
	Iteration 15Q: 3 clusters Score -2650584 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2650640.000000 Penalty: 4973.100586
	Iteration 16Q: 3 clusters Score -2650640 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2650667.500000 Penalty: 4973.100586
	Iteration 17Q: 3 clusters Score -2650668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2650687.000000 Penalty: 4973.100586
	Iteration 18Q: 3 clusters Score -2650687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2650687.250000 Penalty: 4973.100586
	Iteration 19Q: 3 clusters Score -2650687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2650692.750000 Penalty: 4973.100586
	Iteration 20F: 3 clusters Score -2650693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2650709.000000 Penalty: 4973.100586
	Iteration 21Q: 3 clusters Score -2650709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2650707.500000 Penalty: 4973.100586
	Iteration 22Q: 3 clusters Score -2650708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2650703.500000 Penalty: 4973.100586
	Iteration 23Q: 3 clusters Score -2650704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2650706.500000 Penalty: 4973.100586
	Iteration 24Q: 3 clusters Score -2650706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2650700.500000 Penalty: 4973.100586
	Iteration 25Q: 3 clusters Score -2650700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2650700.750000 Penalty: 4973.100586
	Iteration 26Q: 3 clusters Score -2650701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2650700.000000 Penalty: 4973.100586
	Iteration 27Q: 3 clusters Score -2650700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2650704.750000 Penalty: 4973.100586
	Iteration 28Q: 3 clusters Score -2650705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2650702.250000 Penalty: 4973.100586
	Iteration 29Q: 3 clusters Score -2650702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2650697.000000 Penalty: 4973.100586
	Iteration 30Q: 3 clusters Score -2650697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2650700.750000 Penalty: 4973.100586
	Iteration 31Q: 3 clusters Score -2650701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2650699.500000 Penalty: 4973.100586
	Iteration 32Q: 3 clusters Score -2650700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2650702.000000 Penalty: 4973.100586
	Iteration 33Q: 3 clusters Score -2650702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2650702.000000 Penalty: 4973.100586
	Iteration 34F: 3 clusters Score -2650702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -273649.906250 Penalty: 1925.861206
	Iteration 0F: 2 clusters Score -273649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -270777.250000 Penalty: 3851.722412
	Iteration 0F: 3 clusters Score -270777.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -271281.000000 Penalty: 3851.722412
	Iteration 1F: 3 clusters Score -271281 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -271426.281250 Penalty: 3851.722412
	Iteration 2F: 3 clusters Score -271426.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -271509.031250 Penalty: 3851.722412
	Iteration 3Q: 3 clusters Score -271509 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -271561.812500 Penalty: 3851.722412
	Iteration 4Q: 3 clusters Score -271561.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -271595.375000 Penalty: 3851.722412
	Iteration 5Q: 3 clusters Score -271595.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -271621.406250 Penalty: 3851.722412
	Iteration 6Q: 3 clusters Score -271621.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -271635.843750 Penalty: 3851.722412
	Iteration 7Q: 3 clusters Score -271635.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -271646.500000 Penalty: 3851.722412
	Iteration 8Q: 3 clusters Score -271646.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -271654.593750 Penalty: 3851.722412
	Iteration 9Q: 3 clusters Score -271654.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -271659.906250 Penalty: 3851.722412
	Iteration 10Q: 3 clusters Score -271659.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -271665.187500 Penalty: 3851.722412
	Iteration 11Q: 3 clusters Score -271665.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -271668.187500 Penalty: 3851.722412
	Iteration 12Q: 3 clusters Score -271668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -271670.656250 Penalty: 3851.722412
	Iteration 13Q: 3 clusters Score -271670.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -271674.000000 Penalty: 3851.722412
	Iteration 14Q: 3 clusters Score -271674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -271675.875000 Penalty: 3851.722412
	Iteration 15Q: 3 clusters Score -271675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -271676.968750 Penalty: 3851.722412
	Iteration 16Q: 3 clusters Score -271677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -271677.062500 Penalty: 3851.722412
	Iteration 17Q: 3 clusters Score -271677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -271677.968750 Penalty: 3851.722412
	Iteration 18Q: 3 clusters Score -271678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -271678.968750 Penalty: 3851.722412
	Iteration 19Q: 3 clusters Score -271679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -271681.125000 Penalty: 3851.722412
	Iteration 20F: 3 clusters Score -271681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -271682.250000 Penalty: 3851.722412
	Iteration 21Q: 3 clusters Score -271682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -271683.968750 Penalty: 3851.722412
	Iteration 22Q: 3 clusters Score -271684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -271684.687500 Penalty: 3851.722412
	Iteration 23Q: 3 clusters Score -271684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -271686.000000 Penalty: 3851.722412
	Iteration 24Q: 3 clusters Score -271686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -271686.218750 Penalty: 3851.722412
	Iteration 25Q: 3 clusters Score -271686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -271686.562500 Penalty: 3851.722412
	Iteration 26Q: 3 clusters Score -271686.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -271687.875000 Penalty: 3851.722412
	Iteration 27Q: 3 clusters Score -271687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -271689.593750 Penalty: 3851.722412
	Iteration 28Q: 3 clusters Score -271689.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -271689.593750 Penalty: 3851.722412
	Iteration 29F: 3 clusters Score -271689.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58907.503906 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57294.929688 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -57294.93 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57489.304688 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -57489.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57563.019531 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -57563.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57633.062500 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57633.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57717.125000 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -57717.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57793.914062 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -57793.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57894.839844 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -57894.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58077.160156 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -58077.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58198.867188 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -58198.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58225.140625 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -58225.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58234.375000 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -58234.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58247.500000 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -58247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58258.277344 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -58258.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58272.605469 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -58272.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58289.218750 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -58289.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58296.824219 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -58296.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58298.722656 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -58298.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58302.238281 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -58302.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58302.238281 Penalty: 3151.767578
	Iteration 18F: 3 clusters Score -58302.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Entering Unmasked Estep 
Score: -605370.312500 Penalty: 2128.253906
	Iteration 0F: 2 clusters Score -605370.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -600618.812500 Penalty: 4256.507812
	Iteration 0F: 3 clusters Score -600618.8 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -601781.812500 Penalty: 4256.507812
	Iteration 1F: 3 clusters Score -601781.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -601984.375000 Penalty: 4256.507812
	Iteration 2F: 3 clusters Score -601984.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -602103.937500 Penalty: 4256.507812
	Iteration 3Q: 3 clusters Score -602103.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -602180.062500 Penalty: 4256.507812
	Iteration 4Q: 3 clusters Score -602180.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -602238.625000 Penalty: 4256.507812
	Iteration 5Q: 3 clusters Score -602238.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -602277.750000 Penalty: 4256.507812
	Iteration 6Q: 3 clusters Score -602277.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -602311.437500 Penalty: 4256.507812
	Iteration 7Q: 3 clusters Score -602311.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -602339.187500 Penalty: 4256.507812
	Iteration 8Q: 3 clusters Score -602339.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -602358.625000 Penalty: 4256.507812
	Iteration 9Q: 3 clusters Score -602358.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -602375.875000 Penalty: 4256.507812
	Iteration 10Q: 3 clusters Score -602375.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -602393.250000 Penalty: 4256.507812
	Iteration 11Q: 3 clusters Score -602393.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -602406.375000 Penalty: 4256.507812
	Iteration 12Q: 3 clusters Score -602406.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -602417.187500 Penalty: 4256.507812
	Iteration 13Q: 3 clusters Score -602417.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -602427.312500 Penalty: 4256.507812
	Iteration 14Q: 3 clusters Score -602427.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -602435.875000 Penalty: 4256.507812
	Iteration 15Q: 3 clusters Score -602435.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -602443.500000 Penalty: 4256.507812
	Iteration 16Q: 3 clusters Score -602443.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -602447.000000 Penalty: 4256.507812
	Iteration 17Q: 3 clusters Score -602447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -602454.562500 Penalty: 4256.507812
	Iteration 18Q: 3 clusters Score -602454.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -602458.875000 Penalty: 4256.507812
	Iteration 19Q: 3 clusters Score -602458.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -602465.312500 Penalty: 4256.507812
	Iteration 20F: 3 clusters Score -602465.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -602471.437500 Penalty: 4256.507812
	Iteration 21Q: 3 clusters Score -602471.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -602476.187500 Penalty: 4256.507812
	Iteration 22Q: 3 clusters Score -602476.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -602482.875000 Penalty: 4256.507812
	Iteration 23Q: 3 clusters Score -602482.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -602488.687500 Penalty: 4256.507812
	Iteration 24Q: 3 clusters Score -602488.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -602495.312500 Penalty: 4256.507812
	Iteration 25Q: 3 clusters Score -602495.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -602499.625000 Penalty: 4256.507812
	Iteration 26Q: 3 clusters Score -602499.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -602502.875000 Penalty: 4256.507812
	Iteration 27Q: 3 clusters Score -602502.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -602507.875000 Penalty: 4256.507812
	Iteration 28Q: 3 clusters Score -602507.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -602512.562500 Penalty: 4256.507812
	Iteration 29Q: 3 clusters Score -602512.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -602517.937500 Penalty: 4256.507812
	Iteration 30Q: 3 clusters Score -602517.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -602522.062500 Penalty: 4256.507812
	Iteration 31Q: 3 clusters Score -602522.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -602530.250000 Penalty: 4256.507812
	Iteration 32Q: 3 clusters Score -602530.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -602537.187500 Penalty: 4256.507812
	Iteration 33Q: 3 clusters Score -602537.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -602543.437500 Penalty: 4256.507812
	Iteration 34Q: 3 clusters Score -602543.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -602547.187500 Penalty: 4256.507812
	Iteration 35Q: 3 clusters Score -602547.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -602550.187500 Penalty: 4256.507812
	Iteration 36Q: 3 clusters Score -602550.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -602554.062500 Penalty: 4256.507812
	Iteration 37Q: 3 clusters Score -602554.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -602558.562500 Penalty: 4256.507812
	Iteration 38Q: 3 clusters Score -602558.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -602562.687500 Penalty: 4256.507812
	Iteration 39Q: 3 clusters Score -602562.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -602568.562500 Penalty: 4256.507812
	Iteration 40F: 3 clusters Score -602568.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -602576.562500 Penalty: 4256.507812
	Iteration 41Q: 3 clusters Score -602576.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -602585.187500 Penalty: 4256.507812
	Iteration 42Q: 3 clusters Score -602585.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -602594.187500 Penalty: 4256.507812
	Iteration 43Q: 3 clusters Score -602594.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -602602.750000 Penalty: 4256.507812
	Iteration 44Q: 3 clusters Score -602602.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -602612.625000 Penalty: 4256.507812
	Iteration 45Q: 3 clusters Score -602612.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -602620.750000 Penalty: 4256.507812
	Iteration 46Q: 3 clusters Score -602620.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -602630.437500 Penalty: 4256.507812
	Iteration 47Q: 3 clusters Score -602630.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -602636.375000 Penalty: 4256.507812
	Iteration 48Q: 3 clusters Score -602636.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -602649.250000 Penalty: 4256.507812
	Iteration 49Q: 3 clusters Score -602649.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -602661.875000 Penalty: 4256.507812
	Iteration 50Q: 3 clusters Score -602661.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -602678.062500 Penalty: 4256.507812
	Iteration 51Q: 3 clusters Score -602678.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -602688.000000 Penalty: 4256.507812
	Iteration 52Q: 3 clusters Score -602688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -602700.375000 Penalty: 4256.507812
	Iteration 53Q: 3 clusters Score -602700.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -602713.625000 Penalty: 4256.507812
	Iteration 54Q: 3 clusters Score -602713.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -602727.437500 Penalty: 4256.507812
	Iteration 55Q: 3 clusters Score -602727.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -602742.937500 Penalty: 4256.507812
	Iteration 56Q: 3 clusters Score -602742.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -602758.312500 Penalty: 4256.507812
	Iteration 57Q: 3 clusters Score -602758.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -602776.000000 Penalty: 4256.507812
	Iteration 58Q: 3 clusters Score -602776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -602794.625000 Penalty: 4256.507812
	Iteration 59Q: 3 clusters Score -602794.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -602819.875000 Penalty: 4256.507812
	Iteration 60F: 3 clusters Score -602819.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -602849.250000 Penalty: 4256.507812
	Iteration 61Q: 3 clusters Score -602849.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -602879.500000 Penalty: 4256.507812
	Iteration 62Q: 3 clusters Score -602879.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -602914.562500 Penalty: 4256.507812
	Iteration 63Q: 3 clusters Score -602914.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -602955.875000 Penalty: 4256.507812
	Iteration 64Q: 3 clusters Score -602955.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -602994.812500 Penalty: 4256.507812
	Iteration 65Q: 3 clusters Score -602994.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -603037.000000 Penalty: 4256.507812
	Iteration 66Q: 3 clusters Score -603037 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -603074.625000 Penalty: 4256.507812
	Iteration 67Q: 3 clusters Score -603074.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -603104.187500 Penalty: 4256.507812
	Iteration 68Q: 3 clusters Score -603104.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -603138.125000 Penalty: 4256.507812
	Iteration 69Q: 3 clusters Score -603138.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -603174.562500 Penalty: 4256.507812
	Iteration 70Q: 3 clusters Score -603174.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -603206.125000 Penalty: 4256.507812
	Iteration 71Q: 3 clusters Score -603206.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -603235.875000 Penalty: 4256.507812
	Iteration 72Q: 3 clusters Score -603235.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -603255.187500 Penalty: 4256.507812
	Iteration 73Q: 3 clusters Score -603255.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -603270.062500 Penalty: 4256.507812
	Iteration 74Q: 3 clusters Score -603270.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -603291.625000 Penalty: 4256.507812
	Iteration 75Q: 3 clusters Score -603291.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -603318.312500 Penalty: 4256.507812
	Iteration 76Q: 3 clusters Score -603318.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -603340.937500 Penalty: 4256.507812
	Iteration 77Q: 3 clusters Score -603340.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -603366.062500 Penalty: 4256.507812
	Iteration 78Q: 3 clusters Score -603366.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -603386.500000 Penalty: 4256.507812
	Iteration 79Q: 3 clusters Score -603386.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -603406.875000 Penalty: 4256.507812
	Iteration 80F: 3 clusters Score -603406.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -603420.875000 Penalty: 4256.507812
	Iteration 81Q: 3 clusters Score -603420.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -603435.437500 Penalty: 4256.507812
	Iteration 82Q: 3 clusters Score -603435.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -603444.875000 Penalty: 4256.507812
	Iteration 83Q: 3 clusters Score -603444.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -603461.062500 Penalty: 4256.507812
	Iteration 84Q: 3 clusters Score -603461.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -603468.375000 Penalty: 4256.507812
	Iteration 85Q: 3 clusters Score -603468.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -603476.375000 Penalty: 4256.507812
	Iteration 86Q: 3 clusters Score -603476.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -603482.000000 Penalty: 4256.507812
	Iteration 87Q: 3 clusters Score -603482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -603483.812500 Penalty: 4256.507812
	Iteration 88Q: 3 clusters Score -603483.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -603490.062500 Penalty: 4256.507812
	Iteration 89Q: 3 clusters Score -603490.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -603495.312500 Penalty: 4256.507812
	Iteration 90Q: 3 clusters Score -603495.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -603501.875000 Penalty: 4256.507812
	Iteration 91Q: 3 clusters Score -603501.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -603508.375000 Penalty: 4256.507812
	Iteration 92Q: 3 clusters Score -603508.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -603515.375000 Penalty: 4256.507812
	Iteration 93Q: 3 clusters Score -603515.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -603519.312500 Penalty: 4256.507812
	Iteration 94Q: 3 clusters Score -603519.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -603523.875000 Penalty: 4256.507812
	Iteration 95Q: 3 clusters Score -603523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -603524.687500 Penalty: 4256.507812
	Iteration 96Q: 3 clusters Score -603524.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -603525.062500 Penalty: 4256.507812
	Iteration 97Q: 3 clusters Score -603525.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -603525.062500 Penalty: 4256.507812
	Iteration 98F: 3 clusters Score -603525.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Entering Unmasked Estep 
Score: -1405699.750000 Penalty: 2349.459473
	Iteration 0F: 2 clusters Score -1405700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1396108.375000 Penalty: 4698.918945
	Iteration 0F: 3 clusters Score -1396108 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1399029.125000 Penalty: 4698.918945
	Iteration 1F: 3 clusters Score -1399029 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1399344.875000 Penalty: 4698.918945
	Iteration 2F: 3 clusters Score -1399345 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1399620.250000 Penalty: 4698.918945
	Iteration 3F: 3 clusters Score -1399620 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1399877.125000 Penalty: 4698.918945
	Iteration 4Q: 3 clusters Score -1399877 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1400132.625000 Penalty: 4698.918945
	Iteration 5Q: 3 clusters Score -1400133 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1400432.500000 Penalty: 4698.918945
	Iteration 6Q: 3 clusters Score -1400432 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1400724.625000 Penalty: 4698.918945
	Iteration 7Q: 3 clusters Score -1400725 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1401087.000000 Penalty: 4698.918945
	Iteration 8Q: 3 clusters Score -1401087 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1401489.375000 Penalty: 4698.918945
	Iteration 9Q: 3 clusters Score -1401489 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1401942.500000 Penalty: 4698.918945
	Iteration 10Q: 3 clusters Score -1401942 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1402390.250000 Penalty: 4698.918945
	Iteration 11Q: 3 clusters Score -1402390 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1402748.625000 Penalty: 4698.918945
	Iteration 12Q: 3 clusters Score -1402749 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1403026.500000 Penalty: 4698.918945
	Iteration 13Q: 3 clusters Score -1403026 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1403244.000000 Penalty: 4698.918945
	Iteration 14Q: 3 clusters Score -1403244 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1403406.125000 Penalty: 4698.918945
	Iteration 15Q: 3 clusters Score -1403406 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1403517.750000 Penalty: 4698.918945
	Iteration 16Q: 3 clusters Score -1403518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1403609.750000 Penalty: 4698.918945
	Iteration 17Q: 3 clusters Score -1403610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1403657.625000 Penalty: 4698.918945
	Iteration 18Q: 3 clusters Score -1403658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1403694.875000 Penalty: 4698.918945
	Iteration 19Q: 3 clusters Score -1403695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1403729.750000 Penalty: 4698.918945
	Iteration 20F: 3 clusters Score -1403730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1403750.500000 Penalty: 4698.918945
	Iteration 21Q: 3 clusters Score -1403750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1403775.875000 Penalty: 4698.918945
	Iteration 22Q: 3 clusters Score -1403776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1403795.125000 Penalty: 4698.918945
	Iteration 23Q: 3 clusters Score -1403795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1403805.625000 Penalty: 4698.918945
	Iteration 24Q: 3 clusters Score -1403806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1403815.875000 Penalty: 4698.918945
	Iteration 25Q: 3 clusters Score -1403816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1403827.250000 Penalty: 4698.918945
	Iteration 26Q: 3 clusters Score -1403827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1403836.625000 Penalty: 4698.918945
	Iteration 27Q: 3 clusters Score -1403837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1403840.875000 Penalty: 4698.918945
	Iteration 28Q: 3 clusters Score -1403841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1403843.750000 Penalty: 4698.918945
	Iteration 29Q: 3 clusters Score -1403844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1403846.750000 Penalty: 4698.918945
	Iteration 30Q: 3 clusters Score -1403847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1403847.250000 Penalty: 4698.918945
	Iteration 31Q: 3 clusters Score -1403847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1403849.375000 Penalty: 4698.918945
	Iteration 32Q: 3 clusters Score -1403849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1403851.375000 Penalty: 4698.918945
	Iteration 33Q: 3 clusters Score -1403851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1403851.125000 Penalty: 4698.918945
	Iteration 34Q: 3 clusters Score -1403851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1403853.125000 Penalty: 4698.918945
	Iteration 35Q: 3 clusters Score -1403853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1403855.875000 Penalty: 4698.918945
	Iteration 36Q: 3 clusters Score -1403856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1403858.625000 Penalty: 4698.918945
	Iteration 37Q: 3 clusters Score -1403859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1403858.625000 Penalty: 4698.918945
	Iteration 38F: 3 clusters Score -1403859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143779 members 
Entering Unmasked Estep 
Score: -16745518.000000 Penalty: 2945.256104
	Iteration 0F: 2 clusters Score -1.674552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
Score: -16649267.000000 Penalty: 5890.512207
	Iteration 0F: 3 clusters Score -1.664927e+07 nChanged 68494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72899 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -16688810.000000 Penalty: 5890.512207
	Iteration 1F: 3 clusters Score -1.668881e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -16689522.000000 Penalty: 5890.512207
	Iteration 2Q: 3 clusters Score -1.668952e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74280 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -16690538.000000 Penalty: 5890.512207
	Iteration 3Q: 3 clusters Score -1.669054e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 68143 members 
Entering Unmasked Estep 
Score: -16691822.000000 Penalty: 5890.512207
	Iteration 4Q: 3 clusters Score -1.669182e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -16693116.000000 Penalty: 5890.512207
	Iteration 5Q: 3 clusters Score -1.669312e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -16695021.000000 Penalty: 5890.512207
	Iteration 6Q: 3 clusters Score -1.669502e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -16697802.000000 Penalty: 5890.512207
	Iteration 7Q: 3 clusters Score -1.66978e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -16701991.000000 Penalty: 5890.512207
	Iteration 8F: 3 clusters Score -1.670199e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96282 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -16707975.000000 Penalty: 5890.512207
	Iteration 9F: 3 clusters Score -1.670798e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103404 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -16715499.000000 Penalty: 5890.512207
	Iteration 10F: 3 clusters Score -1.67155e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109511 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -16722844.000000 Penalty: 5890.512207
	Iteration 11F: 3 clusters Score -1.672284e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -16728060.000000 Penalty: 5890.512207
	Iteration 12Q: 3 clusters Score -1.672806e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116799 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -16730770.000000 Penalty: 5890.512207
	Iteration 13Q: 3 clusters Score -1.673077e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119260 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -16732383.000000 Penalty: 5890.512207
	Iteration 14Q: 3 clusters Score -1.673238e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121484 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -16733570.000000 Penalty: 5890.512207
	Iteration 15Q: 3 clusters Score -1.673357e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123557 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -16734528.000000 Penalty: 5890.512207
	Iteration 16Q: 3 clusters Score -1.673453e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125514 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -16735434.000000 Penalty: 5890.512207
	Iteration 17Q: 3 clusters Score -1.673543e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127333 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -16736233.000000 Penalty: 5890.512207
	Iteration 18Q: 3 clusters Score -1.673623e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128999 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -16736940.000000 Penalty: 5890.512207
	Iteration 19Q: 3 clusters Score -1.673694e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130548 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -16737522.000000 Penalty: 5890.512207
	Iteration 20F: 3 clusters Score -1.673752e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131951 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -16738128.000000 Penalty: 5890.512207
	Iteration 21Q: 3 clusters Score -1.673813e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133289 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -16738605.000000 Penalty: 5890.512207
	Iteration 22Q: 3 clusters Score -1.67386e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134460 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -16739130.000000 Penalty: 5890.512207
	Iteration 23Q: 3 clusters Score -1.673913e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135577 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -16739633.000000 Penalty: 5890.512207
	Iteration 24Q: 3 clusters Score -1.673963e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136595 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -16740038.000000 Penalty: 5890.512207
	Iteration 25Q: 3 clusters Score -1.674004e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137502 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -16740375.000000 Penalty: 5890.512207
	Iteration 26Q: 3 clusters Score -1.674038e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138328 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -16740780.000000 Penalty: 5890.512207
	Iteration 27Q: 3 clusters Score -1.674078e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139086 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -16741138.000000 Penalty: 5890.512207
	Iteration 28Q: 3 clusters Score -1.674114e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139688 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -16741439.000000 Penalty: 5890.512207
	Iteration 29Q: 3 clusters Score -1.674144e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140184 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -16741637.000000 Penalty: 5890.512207
	Iteration 30Q: 3 clusters Score -1.674164e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140616 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -16741845.000000 Penalty: 5890.512207
	Iteration 31Q: 3 clusters Score -1.674184e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140986 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -16742096.000000 Penalty: 5890.512207
	Iteration 32Q: 3 clusters Score -1.67421e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141315 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -16742257.000000 Penalty: 5890.512207
	Iteration 33Q: 3 clusters Score -1.674226e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141576 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -16742370.000000 Penalty: 5890.512207
	Iteration 34Q: 3 clusters Score -1.674237e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141812 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -16742491.000000 Penalty: 5890.512207
	Iteration 35Q: 3 clusters Score -1.674249e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142015 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -16742593.000000 Penalty: 5890.512207
	Iteration 36Q: 3 clusters Score -1.674259e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142184 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -16742629.000000 Penalty: 5890.512207
	Iteration 37Q: 3 clusters Score -1.674263e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142312 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -16742709.000000 Penalty: 5890.512207
	Iteration 38Q: 3 clusters Score -1.674271e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142413 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -16742749.000000 Penalty: 5890.512207
	Iteration 39Q: 3 clusters Score -1.674275e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142481 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -16742799.000000 Penalty: 5890.512207
	Iteration 40F: 3 clusters Score -1.67428e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142544 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -16742827.000000 Penalty: 5890.512207
	Iteration 41Q: 3 clusters Score -1.674283e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142595 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -16742858.000000 Penalty: 5890.512207
	Iteration 42Q: 3 clusters Score -1.674286e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -16742862.000000 Penalty: 5890.512207
	Iteration 43Q: 3 clusters Score -1.674286e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142671 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -16742880.000000 Penalty: 5890.512207
	Iteration 44Q: 3 clusters Score -1.674288e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142703 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -16742907.000000 Penalty: 5890.512207
	Iteration 45Q: 3 clusters Score -1.674291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142722 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -16742934.000000 Penalty: 5890.512207
	Iteration 46Q: 3 clusters Score -1.674293e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142745 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16742933.000000 Penalty: 5890.512207
	Iteration 47Q: 3 clusters Score -1.674293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142756 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16742928.000000 Penalty: 5890.512207
	Iteration 48Q: 3 clusters Score -1.674293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142764 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16742932.000000 Penalty: 5890.512207
	Iteration 49Q: 3 clusters Score -1.674293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142773 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -16742937.000000 Penalty: 5890.512207
	Iteration 50Q: 3 clusters Score -1.674294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142777 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -16742942.000000 Penalty: 5890.512207
	Iteration 51Q: 3 clusters Score -1.674294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142781 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -16742951.000000 Penalty: 5890.512207
	Iteration 52Q: 3 clusters Score -1.674295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142787 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -16742938.000000 Penalty: 5890.512207
	Iteration 53Q: 3 clusters Score -1.674294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142794 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -16742942.000000 Penalty: 5890.512207
	Iteration 54Q: 3 clusters Score -1.674294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142798 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -16742950.000000 Penalty: 5890.512207
	Iteration 55Q: 3 clusters Score -1.674295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142800 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -16742955.000000 Penalty: 5890.512207
	Iteration 56Q: 3 clusters Score -1.674296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -16742958.000000 Penalty: 5890.512207
	Iteration 57Q: 3 clusters Score -1.674296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142806 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -16742961.000000 Penalty: 5890.512207
	Iteration 58Q: 3 clusters Score -1.674296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142808 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -16742964.000000 Penalty: 5890.512207
	Iteration 59Q: 3 clusters Score -1.674296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142812 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -16742970.000000 Penalty: 5890.512207
	Iteration 60F: 3 clusters Score -1.674297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142815 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16742959.000000 Penalty: 5890.512207
	Iteration 61Q: 3 clusters Score -1.674296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142819 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -16742966.000000 Penalty: 5890.512207
	Iteration 62Q: 3 clusters Score -1.674297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142821 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -16742971.000000 Penalty: 5890.512207
	Iteration 63Q: 3 clusters Score -1.674297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142823 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -16742967.000000 Penalty: 5890.512207
	Iteration 64Q: 3 clusters Score -1.674297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142823 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -16742967.000000 Penalty: 5890.512207
	Iteration 65F: 3 clusters Score -1.674297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -425128.250000 Penalty: 2037.455811
	Iteration 0F: 2 clusters Score -425128.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -421396.937500 Penalty: 4074.911621
	Iteration 0F: 3 clusters Score -421396.9 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -422188.750000 Penalty: 4074.911621
	Iteration 1F: 3 clusters Score -422188.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -422337.875000 Penalty: 4074.911621
	Iteration 2F: 3 clusters Score -422337.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -422427.500000 Penalty: 4074.911621
	Iteration 3Q: 3 clusters Score -422427.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -422479.156250 Penalty: 4074.911621
	Iteration 4Q: 3 clusters Score -422479.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -422514.468750 Penalty: 4074.911621
	Iteration 5Q: 3 clusters Score -422514.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -422544.656250 Penalty: 4074.911621
	Iteration 6Q: 3 clusters Score -422544.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -422572.875000 Penalty: 4074.911621
	Iteration 7Q: 3 clusters Score -422572.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -422600.218750 Penalty: 4074.911621
	Iteration 8Q: 3 clusters Score -422600.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -422626.781250 Penalty: 4074.911621
	Iteration 9Q: 3 clusters Score -422626.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -422657.218750 Penalty: 4074.911621
	Iteration 10Q: 3 clusters Score -422657.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -422690.250000 Penalty: 4074.911621
	Iteration 11Q: 3 clusters Score -422690.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -422718.250000 Penalty: 4074.911621
	Iteration 12Q: 3 clusters Score -422718.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -422746.406250 Penalty: 4074.911621
	Iteration 13Q: 3 clusters Score -422746.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -422775.812500 Penalty: 4074.911621
	Iteration 14Q: 3 clusters Score -422775.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -422804.750000 Penalty: 4074.911621
	Iteration 15Q: 3 clusters Score -422804.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -422837.281250 Penalty: 4074.911621
	Iteration 16Q: 3 clusters Score -422837.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -422867.656250 Penalty: 4074.911621
	Iteration 17Q: 3 clusters Score -422867.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -422893.843750 Penalty: 4074.911621
	Iteration 18Q: 3 clusters Score -422893.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -422917.531250 Penalty: 4074.911621
	Iteration 19Q: 3 clusters Score -422917.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -422950.187500 Penalty: 4074.911621
	Iteration 20F: 3 clusters Score -422950.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -422985.656250 Penalty: 4074.911621
	Iteration 21Q: 3 clusters Score -422985.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -423013.812500 Penalty: 4074.911621
	Iteration 22Q: 3 clusters Score -423013.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -423039.250000 Penalty: 4074.911621
	Iteration 23Q: 3 clusters Score -423039.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -423073.593750 Penalty: 4074.911621
	Iteration 24Q: 3 clusters Score -423073.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -423098.625000 Penalty: 4074.911621
	Iteration 25Q: 3 clusters Score -423098.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -423123.687500 Penalty: 4074.911621
	Iteration 26Q: 3 clusters Score -423123.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -423148.187500 Penalty: 4074.911621
	Iteration 27Q: 3 clusters Score -423148.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -423177.343750 Penalty: 4074.911621
	Iteration 28Q: 3 clusters Score -423177.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -423202.093750 Penalty: 4074.911621
	Iteration 29Q: 3 clusters Score -423202.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -423221.343750 Penalty: 4074.911621
	Iteration 30Q: 3 clusters Score -423221.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -423241.812500 Penalty: 4074.911621
	Iteration 31Q: 3 clusters Score -423241.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -423272.343750 Penalty: 4074.911621
	Iteration 32Q: 3 clusters Score -423272.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -423297.906250 Penalty: 4074.911621
	Iteration 33Q: 3 clusters Score -423297.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -423319.375000 Penalty: 4074.911621
	Iteration 34Q: 3 clusters Score -423319.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -423330.000000 Penalty: 4074.911621
	Iteration 35Q: 3 clusters Score -423330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -423335.000000 Penalty: 4074.911621
	Iteration 36Q: 3 clusters Score -423335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -423339.500000 Penalty: 4074.911621
	Iteration 37Q: 3 clusters Score -423339.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -423342.875000 Penalty: 4074.911621
	Iteration 38Q: 3 clusters Score -423342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -423344.906250 Penalty: 4074.911621
	Iteration 39Q: 3 clusters Score -423344.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -423349.625000 Penalty: 4074.911621
	Iteration 40F: 3 clusters Score -423349.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -423358.281250 Penalty: 4074.911621
	Iteration 41Q: 3 clusters Score -423358.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -423365.000000 Penalty: 4074.911621
	Iteration 42Q: 3 clusters Score -423365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -423371.875000 Penalty: 4074.911621
	Iteration 43Q: 3 clusters Score -423371.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -423377.875000 Penalty: 4074.911621
	Iteration 44Q: 3 clusters Score -423377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -423380.687500 Penalty: 4074.911621
	Iteration 45Q: 3 clusters Score -423380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -423383.468750 Penalty: 4074.911621
	Iteration 46Q: 3 clusters Score -423383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -423383.781250 Penalty: 4074.911621
	Iteration 47Q: 3 clusters Score -423383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -423384.562500 Penalty: 4074.911621
	Iteration 48Q: 3 clusters Score -423384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -423384.562500 Penalty: 4074.911621
	Iteration 49F: 3 clusters Score -423384.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -34984.378906 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34984.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33638.042969 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33638.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33763.652344 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33763.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33805.207031 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -33805.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33822.601562 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -33822.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33832.007812 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -33832.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33838.437500 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -33838.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33843.378906 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -33843.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33854.460938 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -33854.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33865.781250 Penalty: 2848.529785
	Iteration 8Q: 3 clusters Score -33865.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33865.781250 Penalty: 2848.529785
	Iteration 9F: 3 clusters Score -33865.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (316848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316848 members 
Entering Unmasked Estep 
Score: -36343296.000000 Penalty: 3141.212158
	Iteration 0F: 2 clusters Score -3.63433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158368 members 
Mstep: Class 2 contains 158480 members 
Entering Unmasked Estep 
Score: -36154324.000000 Penalty: 6282.424316
	Iteration 0F: 3 clusters Score -3.615432e+07 nChanged 153340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155940 members 
Mstep: Class 2 contains 160908 members 
Entering Unmasked Estep 
Score: -36244036.000000 Penalty: 6282.424316
	Iteration 1F: 3 clusters Score -3.624404e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154337 members 
Mstep: Class 2 contains 162511 members 
Entering Unmasked Estep 
Score: -36245180.000000 Penalty: 6282.424316
	Iteration 2Q: 3 clusters Score -3.624518e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151907 members 
Mstep: Class 2 contains 164941 members 
Entering Unmasked Estep 
Score: -36246800.000000 Penalty: 6282.424316
	Iteration 3Q: 3 clusters Score -3.62468e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148222 members 
Mstep: Class 2 contains 168626 members 
Entering Unmasked Estep 
Score: -36249012.000000 Penalty: 6282.424316
	Iteration 4Q: 3 clusters Score -3.624901e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142579 members 
Mstep: Class 2 contains 174269 members 
Entering Unmasked Estep 
Score: -36252052.000000 Penalty: 6282.424316
	Iteration 5Q: 3 clusters Score -3.625205e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134245 members 
Mstep: Class 2 contains 182603 members 
Entering Unmasked Estep 
Score: -36256864.000000 Penalty: 6282.424316
	Iteration 6Q: 3 clusters Score -3.625686e+07 nChanged 15208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122493 members 
Mstep: Class 2 contains 194355 members 
Entering Unmasked Estep 
Score: -36264972.000000 Penalty: 6282.424316
	Iteration 7Q: 3 clusters Score -3.626497e+07 nChanged 18644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106787 members 
Mstep: Class 2 contains 210061 members 
Entering Unmasked Estep 
Score: -36277404.000000 Penalty: 6282.424316
	Iteration 8F: 3 clusters Score -3.62774e+07 nChanged 20891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 228574 members 
Entering Unmasked Estep 
Score: -36293252.000000 Penalty: 6282.424316
	Iteration 9F: 3 clusters Score -3.629325e+07 nChanged 20473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 247245 members 
Entering Unmasked Estep 
Score: -36310380.000000 Penalty: 6282.424316
	Iteration 10F: 3 clusters Score -3.631038e+07 nChanged 17416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 263181 members 
Entering Unmasked Estep 
Score: -36323708.000000 Penalty: 6282.424316
	Iteration 11F: 3 clusters Score -3.632371e+07 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 275316 members 
Entering Unmasked Estep 
Score: -36333176.000000 Penalty: 6282.424316
	Iteration 12Q: 3 clusters Score -3.633318e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 284922 members 
Entering Unmasked Estep 
Score: -36339512.000000 Penalty: 6282.424316
	Iteration 13Q: 3 clusters Score -3.633951e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 292811 members 
Entering Unmasked Estep 
Score: -36342732.000000 Penalty: 6282.424316
	Iteration 14Q: 3 clusters Score -3.634273e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 299390 members 
Entering Unmasked Estep 
Score: -36344640.000000 Penalty: 6282.424316
	Iteration 15Q: 3 clusters Score -3.634464e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 304792 members 
Entering Unmasked Estep 
Score: -36344812.000000 Penalty: 6282.424316
	Iteration 16Q: 3 clusters Score -3.634481e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 309071 members 
Entering Unmasked Estep 
Score: -36344128.000000 Penalty: 6282.424316
	Iteration 17Q: 3 clusters Score -3.634413e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 312032 members 
Entering Unmasked Estep 
Score: -36343128.000000 Penalty: 6282.424316
	Iteration 18Q: 3 clusters Score -3.634313e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 313858 members 
Entering Unmasked Estep 
Score: -36342400.000000 Penalty: 6282.424316
	Iteration 19Q: 3 clusters Score -3.63424e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 314908 members 
Entering Unmasked Estep 
Score: -36341784.000000 Penalty: 6282.424316
	Iteration 20F: 3 clusters Score -3.634178e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 315503 members 
Entering Unmasked Estep 
Score: -36341516.000000 Penalty: 6282.424316
	Iteration 21Q: 3 clusters Score -3.634152e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 315873 members 
Entering Unmasked Estep 
Score: -36341352.000000 Penalty: 6282.424316
	Iteration 22Q: 3 clusters Score -3.634135e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 316076 members 
Entering Unmasked Estep 
Score: -36341260.000000 Penalty: 6282.424316
	Iteration 23Q: 3 clusters Score -3.634126e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 316200 members 
Entering Unmasked Estep 
Score: -36341128.000000 Penalty: 6282.424316
	Iteration 24Q: 3 clusters Score -3.634113e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 316260 members 
Entering Unmasked Estep 
Score: -36341092.000000 Penalty: 6282.424316
	Iteration 25Q: 3 clusters Score -3.634109e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 316298 members 
Entering Unmasked Estep 
Score: -36341056.000000 Penalty: 6282.424316
	Iteration 26Q: 3 clusters Score -3.634106e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 316320 members 
Entering Unmasked Estep 
Score: -36341060.000000 Penalty: 6282.424316
	Iteration 27Q: 3 clusters Score -3.634106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 316336 members 
Entering Unmasked Estep 
Score: -36341028.000000 Penalty: 6282.424316
	Iteration 28Q: 3 clusters Score -3.634103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 316350 members 
Entering Unmasked Estep 
Score: -36341012.000000 Penalty: 6282.424316
	Iteration 29Q: 3 clusters Score -3.634101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 316356 members 
Entering Unmasked Estep 
Score: -36341020.000000 Penalty: 6282.424316
	Iteration 30Q: 3 clusters Score -3.634102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 316368 members 
Entering Unmasked Estep 
Score: -36340968.000000 Penalty: 6282.424316
	Iteration 31Q: 3 clusters Score -3.634097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 316375 members 
Entering Unmasked Estep 
Score: -36340972.000000 Penalty: 6282.424316
	Iteration 32Q: 3 clusters Score -3.634097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 316381 members 
Entering Unmasked Estep 
Score: -36340976.000000 Penalty: 6282.424316
	Iteration 33Q: 3 clusters Score -3.634098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 316388 members 
Entering Unmasked Estep 
Score: -36340940.000000 Penalty: 6282.424316
	Iteration 34Q: 3 clusters Score -3.634094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 316397 members 
Entering Unmasked Estep 
Score: -36340980.000000 Penalty: 6282.424316
	Iteration 35Q: 3 clusters Score -3.634098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 316405 members 
Entering Unmasked Estep 
Score: -36341008.000000 Penalty: 6282.424316
	Iteration 36Q: 3 clusters Score -3.634101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 316414 members 
Entering Unmasked Estep 
Score: -36341004.000000 Penalty: 6282.424316
	Iteration 37Q: 3 clusters Score -3.6341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 316418 members 
Entering Unmasked Estep 
Score: -36340992.000000 Penalty: 6282.424316
	Iteration 38Q: 3 clusters Score -3.634099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 316419 members 
Entering Unmasked Estep 
Score: -36340992.000000 Penalty: 6282.424316
	Iteration 39Q: 3 clusters Score -3.634099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 316420 members 
Entering Unmasked Estep 
Score: -36340996.000000 Penalty: 6282.424316
	Iteration 40F: 3 clusters Score -3.6341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 316421 members 
Entering Unmasked Estep 
Score: -36340996.000000 Penalty: 6282.424316
	Iteration 41Q: 3 clusters Score -3.6341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 316422 members 
Entering Unmasked Estep 
Score: -36341000.000000 Penalty: 6282.424316
	Iteration 42Q: 3 clusters Score -3.6341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 316423 members 
Entering Unmasked Estep 
Score: -36341016.000000 Penalty: 6282.424316
	Iteration 43Q: 3 clusters Score -3.634102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 316424 members 
Entering Unmasked Estep 
Score: -36341000.000000 Penalty: 6282.424316
	Iteration 44Q: 3 clusters Score -3.6341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 316424 members 
Entering Unmasked Estep 
Score: -36341000.000000 Penalty: 6282.424316
	Iteration 45F: 3 clusters Score -3.6341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -61639.371094 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -61639.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60103.921875 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -60103.92 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60341.476562 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -60341.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60465.683594 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -60465.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60519.355469 Penalty: 3162.856689
	Iteration 3Q: 3 clusters Score -60519.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60596.199219 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -60596.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60658.171875 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -60658.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60678.234375 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -60678.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60698.675781 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -60698.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60717.027344 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -60717.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60721.492188 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -60721.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60739.074219 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -60739.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60764.855469 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -60764.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60783.335938 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -60783.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60787.187500 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -60787.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60798.093750 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -60798.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60807.941406 Penalty: 3162.856689
	Iteration 15Q: 3 clusters Score -60807.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60820.101562 Penalty: 3162.856689
	Iteration 16Q: 3 clusters Score -60820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60844.957031 Penalty: 3162.856689
	Iteration 17Q: 3 clusters Score -60844.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60871.500000 Penalty: 3162.856689
	Iteration 18Q: 3 clusters Score -60871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60887.347656 Penalty: 3162.856689
	Iteration 19Q: 3 clusters Score -60887.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60908.925781 Penalty: 3162.856689
	Iteration 20F: 3 clusters Score -60908.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60934.882812 Penalty: 3162.856689
	Iteration 21Q: 3 clusters Score -60934.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60945.546875 Penalty: 3162.856689
	Iteration 22Q: 3 clusters Score -60945.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60948.417969 Penalty: 3162.856689
	Iteration 23Q: 3 clusters Score -60948.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60948.417969 Penalty: 3162.856689
	Iteration 24F: 3 clusters Score -60948.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Entering Unmasked Estep 
Score: -789022.375000 Penalty: 2187.020264
	Iteration 0F: 2 clusters Score -789022.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -783331.562500 Penalty: 4374.040527
	Iteration 0F: 3 clusters Score -783331.6 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -784780.687500 Penalty: 4374.040527
	Iteration 1F: 3 clusters Score -784780.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -785047.000000 Penalty: 4374.040527
	Iteration 2F: 3 clusters Score -785047 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -785252.437500 Penalty: 4374.040527
	Iteration 3F: 3 clusters Score -785252.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -785397.750000 Penalty: 4374.040527
	Iteration 4Q: 3 clusters Score -785397.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -785540.437500 Penalty: 4374.040527
	Iteration 5Q: 3 clusters Score -785540.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -785683.625000 Penalty: 4374.040527
	Iteration 6Q: 3 clusters Score -785683.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -785816.000000 Penalty: 4374.040527
	Iteration 7Q: 3 clusters Score -785816 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -785945.375000 Penalty: 4374.040527
	Iteration 8Q: 3 clusters Score -785945.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -786087.937500 Penalty: 4374.040527
	Iteration 9Q: 3 clusters Score -786087.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -786216.062500 Penalty: 4374.040527
	Iteration 10Q: 3 clusters Score -786216.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -786336.125000 Penalty: 4374.040527
	Iteration 11Q: 3 clusters Score -786336.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -786445.000000 Penalty: 4374.040527
	Iteration 12Q: 3 clusters Score -786445 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -786536.500000 Penalty: 4374.040527
	Iteration 13Q: 3 clusters Score -786536.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -786643.250000 Penalty: 4374.040527
	Iteration 14Q: 3 clusters Score -786643.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -786771.937500 Penalty: 4374.040527
	Iteration 15Q: 3 clusters Score -786771.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -786888.250000 Penalty: 4374.040527
	Iteration 16Q: 3 clusters Score -786888.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -786965.062500 Penalty: 4374.040527
	Iteration 17Q: 3 clusters Score -786965.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -787027.625000 Penalty: 4374.040527
	Iteration 18Q: 3 clusters Score -787027.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -787058.750000 Penalty: 4374.040527
	Iteration 19Q: 3 clusters Score -787058.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -787080.187500 Penalty: 4374.040527
	Iteration 20F: 3 clusters Score -787080.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -787096.875000 Penalty: 4374.040527
	Iteration 21Q: 3 clusters Score -787096.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -787106.937500 Penalty: 4374.040527
	Iteration 22Q: 3 clusters Score -787106.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -787112.687500 Penalty: 4374.040527
	Iteration 23Q: 3 clusters Score -787112.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -787117.625000 Penalty: 4374.040527
	Iteration 24Q: 3 clusters Score -787117.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -787123.875000 Penalty: 4374.040527
	Iteration 25Q: 3 clusters Score -787123.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -787127.687500 Penalty: 4374.040527
	Iteration 26Q: 3 clusters Score -787127.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -787131.625000 Penalty: 4374.040527
	Iteration 27Q: 3 clusters Score -787131.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -787135.187500 Penalty: 4374.040527
	Iteration 28Q: 3 clusters Score -787135.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -787137.875000 Penalty: 4374.040527
	Iteration 29Q: 3 clusters Score -787137.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -787139.187500 Penalty: 4374.040527
	Iteration 30Q: 3 clusters Score -787139.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -787142.187500 Penalty: 4374.040527
	Iteration 31Q: 3 clusters Score -787142.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -787142.062500 Penalty: 4374.040527
	Iteration 32Q: 3 clusters Score -787142.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -787142.625000 Penalty: 4374.040527
	Iteration 33Q: 3 clusters Score -787142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -787142.625000 Penalty: 4374.040527
	Iteration 34Q: 3 clusters Score -787142.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -787142.625000 Penalty: 4374.040527
	Iteration 35F: 3 clusters Score -787142.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -46674.363281 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -46674.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45185.246094 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -45185.25 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45332.566406 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -45332.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45375.671875 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -45375.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45396.464844 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -45396.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45405.441406 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -45405.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45405.441406 Penalty: 3020.166260
	Iteration 5F: 3 clusters Score -45405.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -31445.658203 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -31445.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30195.035156 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -30195.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30524.244141 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -30524.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30809.082031 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -30809.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30944.578125 Penalty: 2922.255371
	Iteration 3F: 3 clusters Score -30944.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30988.253906 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -30988.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31010.625000 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -31010.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31023.412109 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -31023.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31027.480469 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -31027.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31031.820312 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -31031.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31031.820312 Penalty: 2922.255371
	Iteration 9F: 3 clusters Score -31031.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -219945.890625 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -219945.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -217340.187500 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -217340.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -217797.953125 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -217798 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -217920.640625 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -217920.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -217978.656250 Penalty: 3746.949951
	Iteration 3Q: 3 clusters Score -217978.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -218020.359375 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -218020.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -218045.171875 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -218045.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -218059.046875 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -218059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -218065.187500 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -218065.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -218071.187500 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -218071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -218076.921875 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -218076.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -218084.031250 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -218084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -218092.078125 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -218092.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -218096.968750 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -218097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -218100.593750 Penalty: 3746.949951
	Iteration 13Q: 3 clusters Score -218100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -218104.359375 Penalty: 3746.949951
	Iteration 14Q: 3 clusters Score -218104.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -218109.109375 Penalty: 3746.949951
	Iteration 15Q: 3 clusters Score -218109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -218110.328125 Penalty: 3746.949951
	Iteration 16Q: 3 clusters Score -218110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -218113.812500 Penalty: 3746.949951
	Iteration 17Q: 3 clusters Score -218113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -218117.609375 Penalty: 3746.949951
	Iteration 18Q: 3 clusters Score -218117.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -218122.796875 Penalty: 3746.949951
	Iteration 19Q: 3 clusters Score -218122.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -218128.468750 Penalty: 3746.949951
	Iteration 20F: 3 clusters Score -218128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -218131.171875 Penalty: 3746.949951
	Iteration 21Q: 3 clusters Score -218131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -218132.843750 Penalty: 3746.949951
	Iteration 22Q: 3 clusters Score -218132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -218133.421875 Penalty: 3746.949951
	Iteration 23Q: 3 clusters Score -218133.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -218135.359375 Penalty: 3746.949951
	Iteration 24Q: 3 clusters Score -218135.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -218138.031250 Penalty: 3746.949951
	Iteration 25Q: 3 clusters Score -218138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -218141.781250 Penalty: 3746.949951
	Iteration 26Q: 3 clusters Score -218141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -218145.078125 Penalty: 3746.949951
	Iteration 27Q: 3 clusters Score -218145.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -218149.234375 Penalty: 3746.949951
	Iteration 28Q: 3 clusters Score -218149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -218152.921875 Penalty: 3746.949951
	Iteration 29Q: 3 clusters Score -218152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -218152.921875 Penalty: 3746.949951
	Iteration 30F: 3 clusters Score -218152.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Entering Unmasked Estep 
Score: -7607687.000000 Penalty: 2750.635010
	Iteration 0F: 2 clusters Score -7607687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -7563804.500000 Penalty: 5501.270020
	Iteration 0F: 3 clusters Score -7563804 nChanged 30483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -7580759.500000 Penalty: 5501.270020
	Iteration 1F: 3 clusters Score -7580760 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -7581338.500000 Penalty: 5501.270020
	Iteration 2Q: 3 clusters Score -7581338 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -7581913.000000 Penalty: 5501.270020
	Iteration 3Q: 3 clusters Score -7581913 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -7582428.500000 Penalty: 5501.270020
	Iteration 4Q: 3 clusters Score -7582428 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -7583062.500000 Penalty: 5501.270020
	Iteration 5Q: 3 clusters Score -7583062 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -7583800.000000 Penalty: 5501.270020
	Iteration 6Q: 3 clusters Score -7583800 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -7584745.000000 Penalty: 5501.270020
	Iteration 7Q: 3 clusters Score -7584745 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -7585873.000000 Penalty: 5501.270020
	Iteration 8Q: 3 clusters Score -7585873 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -7587396.000000 Penalty: 5501.270020
	Iteration 9Q: 3 clusters Score -7587396 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -7589449.500000 Penalty: 5501.270020
	Iteration 10F: 3 clusters Score -7589450 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -7591827.500000 Penalty: 5501.270020
	Iteration 11F: 3 clusters Score -7591828 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -7594204.500000 Penalty: 5501.270020
	Iteration 12F: 3 clusters Score -7594204 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -7596350.500000 Penalty: 5501.270020
	Iteration 13Q: 3 clusters Score -7596350 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -7598012.000000 Penalty: 5501.270020
	Iteration 14Q: 3 clusters Score -7598012 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -7599154.500000 Penalty: 5501.270020
	Iteration 15Q: 3 clusters Score -7599154 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -7600055.000000 Penalty: 5501.270020
	Iteration 16Q: 3 clusters Score -7600055 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -7600782.000000 Penalty: 5501.270020
	Iteration 17Q: 3 clusters Score -7600782 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -7601483.500000 Penalty: 5501.270020
	Iteration 18Q: 3 clusters Score -7601484 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -7602123.500000 Penalty: 5501.270020
	Iteration 19Q: 3 clusters Score -7602124 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -7602647.000000 Penalty: 5501.270020
	Iteration 20F: 3 clusters Score -7602647 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -7603085.000000 Penalty: 5501.270020
	Iteration 21Q: 3 clusters Score -7603085 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -7603461.000000 Penalty: 5501.270020
	Iteration 22Q: 3 clusters Score -7603461 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7603791.500000 Penalty: 5501.270020
	Iteration 23Q: 3 clusters Score -7603792 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7604119.000000 Penalty: 5501.270020
	Iteration 24Q: 3 clusters Score -7604119 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7604404.000000 Penalty: 5501.270020
	Iteration 25Q: 3 clusters Score -7604404 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7604601.500000 Penalty: 5501.270020
	Iteration 26Q: 3 clusters Score -7604602 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7604774.000000 Penalty: 5501.270020
	Iteration 27Q: 3 clusters Score -7604774 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7604880.500000 Penalty: 5501.270020
	Iteration 28Q: 3 clusters Score -7604880 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7604975.500000 Penalty: 5501.270020
	Iteration 29Q: 3 clusters Score -7604976 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7605050.500000 Penalty: 5501.270020
	Iteration 30Q: 3 clusters Score -7605050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64985 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7605110.500000 Penalty: 5501.270020
	Iteration 31Q: 3 clusters Score -7605110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7605151.500000 Penalty: 5501.270020
	Iteration 32Q: 3 clusters Score -7605152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7605191.000000 Penalty: 5501.270020
	Iteration 33Q: 3 clusters Score -7605191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7605227.500000 Penalty: 5501.270020
	Iteration 34Q: 3 clusters Score -7605228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7605251.000000 Penalty: 5501.270020
	Iteration 35Q: 3 clusters Score -7605251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7605258.000000 Penalty: 5501.270020
	Iteration 36Q: 3 clusters Score -7605258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7605258.500000 Penalty: 5501.270020
	Iteration 37Q: 3 clusters Score -7605258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7605270.500000 Penalty: 5501.270020
	Iteration 38Q: 3 clusters Score -7605270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7605288.000000 Penalty: 5501.270020
	Iteration 39Q: 3 clusters Score -7605288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7605286.000000 Penalty: 5501.270020
	Iteration 40F: 3 clusters Score -7605286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7605296.000000 Penalty: 5501.270020
	Iteration 41Q: 3 clusters Score -7605296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7605304.500000 Penalty: 5501.270020
	Iteration 42Q: 3 clusters Score -7605304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7605303.500000 Penalty: 5501.270020
	Iteration 43Q: 3 clusters Score -7605304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7605320.500000 Penalty: 5501.270020
	Iteration 44Q: 3 clusters Score -7605320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7605327.500000 Penalty: 5501.270020
	Iteration 45Q: 3 clusters Score -7605328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7605330.000000 Penalty: 5501.270020
	Iteration 46Q: 3 clusters Score -7605330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7605328.500000 Penalty: 5501.270020
	Iteration 47Q: 3 clusters Score -7605328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7605328.500000 Penalty: 5501.270020
	Iteration 48F: 3 clusters Score -7605328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (78147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Entering Unmasked Estep 
Score: -9090042.000000 Penalty: 2794.053955
	Iteration 0F: 2 clusters Score -9090042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -9037805.000000 Penalty: 5588.107910
	Iteration 0F: 3 clusters Score -9037805 nChanged 36621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -9058792.000000 Penalty: 5588.107910
	Iteration 1F: 3 clusters Score -9058792 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -9059693.000000 Penalty: 5588.107910
	Iteration 2Q: 3 clusters Score -9059693 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -9060761.000000 Penalty: 5588.107910
	Iteration 3Q: 3 clusters Score -9060761 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -9062018.000000 Penalty: 5588.107910
	Iteration 4Q: 3 clusters Score -9062018 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -9063700.000000 Penalty: 5588.107910
	Iteration 5Q: 3 clusters Score -9063700 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -9066067.000000 Penalty: 5588.107910
	Iteration 6Q: 3 clusters Score -9066067 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -9068887.000000 Penalty: 5588.107910
	Iteration 7F: 3 clusters Score -9068887 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -9072099.000000 Penalty: 5588.107910
	Iteration 8F: 3 clusters Score -9072099 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -9074909.000000 Penalty: 5588.107910
	Iteration 9F: 3 clusters Score -9074909 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -9076947.000000 Penalty: 5588.107910
	Iteration 10Q: 3 clusters Score -9076947 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -9078188.000000 Penalty: 5588.107910
	Iteration 11Q: 3 clusters Score -9078188 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -9078955.000000 Penalty: 5588.107910
	Iteration 12Q: 3 clusters Score -9078955 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -9079552.000000 Penalty: 5588.107910
	Iteration 13Q: 3 clusters Score -9079552 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -9080056.000000 Penalty: 5588.107910
	Iteration 14Q: 3 clusters Score -9080056 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -9080592.000000 Penalty: 5588.107910
	Iteration 15Q: 3 clusters Score -9080592 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -9081161.000000 Penalty: 5588.107910
	Iteration 16Q: 3 clusters Score -9081161 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66275 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -9081712.000000 Penalty: 5588.107910
	Iteration 17Q: 3 clusters Score -9081712 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -9082411.000000 Penalty: 5588.107910
	Iteration 18Q: 3 clusters Score -9082411 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -9083107.000000 Penalty: 5588.107910
	Iteration 19Q: 3 clusters Score -9083107 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -9083806.000000 Penalty: 5588.107910
	Iteration 20F: 3 clusters Score -9083806 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -9084483.000000 Penalty: 5588.107910
	Iteration 21Q: 3 clusters Score -9084483 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -9085082.000000 Penalty: 5588.107910
	Iteration 22Q: 3 clusters Score -9085082 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -9085565.000000 Penalty: 5588.107910
	Iteration 23Q: 3 clusters Score -9085565 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -9085992.000000 Penalty: 5588.107910
	Iteration 24Q: 3 clusters Score -9085992 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -9086338.000000 Penalty: 5588.107910
	Iteration 25Q: 3 clusters Score -9086338 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -9086625.000000 Penalty: 5588.107910
	Iteration 26Q: 3 clusters Score -9086625 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9086892.000000 Penalty: 5588.107910
	Iteration 27Q: 3 clusters Score -9086892 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76338 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9087081.000000 Penalty: 5588.107910
	Iteration 28Q: 3 clusters Score -9087081 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76585 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9087223.000000 Penalty: 5588.107910
	Iteration 29Q: 3 clusters Score -9087223 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9087346.000000 Penalty: 5588.107910
	Iteration 30Q: 3 clusters Score -9087346 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -9087463.000000 Penalty: 5588.107910
	Iteration 31Q: 3 clusters Score -9087463 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9087503.000000 Penalty: 5588.107910
	Iteration 32Q: 3 clusters Score -9087503 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9087542.000000 Penalty: 5588.107910
	Iteration 33Q: 3 clusters Score -9087542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9087573.000000 Penalty: 5588.107910
	Iteration 34Q: 3 clusters Score -9087573 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9087600.000000 Penalty: 5588.107910
	Iteration 35Q: 3 clusters Score -9087600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9087616.000000 Penalty: 5588.107910
	Iteration 36Q: 3 clusters Score -9087616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9087619.000000 Penalty: 5588.107910
	Iteration 37Q: 3 clusters Score -9087619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9087625.000000 Penalty: 5588.107910
	Iteration 38Q: 3 clusters Score -9087625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9087643.000000 Penalty: 5588.107910
	Iteration 39Q: 3 clusters Score -9087643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9087646.000000 Penalty: 5588.107910
	Iteration 40F: 3 clusters Score -9087646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9087660.000000 Penalty: 5588.107910
	Iteration 41Q: 3 clusters Score -9087660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -9087664.000000 Penalty: 5588.107910
	Iteration 42Q: 3 clusters Score -9087664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9087665.000000 Penalty: 5588.107910
	Iteration 43Q: 3 clusters Score -9087665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9087666.000000 Penalty: 5588.107910
	Iteration 44Q: 3 clusters Score -9087666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77299 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9087672.000000 Penalty: 5588.107910
	Iteration 45Q: 3 clusters Score -9087672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77306 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9087681.000000 Penalty: 5588.107910
	Iteration 46Q: 3 clusters Score -9087681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9087675.000000 Penalty: 5588.107910
	Iteration 47Q: 3 clusters Score -9087675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9087668.000000 Penalty: 5588.107910
	Iteration 48Q: 3 clusters Score -9087668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9087668.000000 Penalty: 5588.107910
	Iteration 49F: 3 clusters Score -9087668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -197159.906250 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -197159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -194580.500000 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -194580.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -195095.515625 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -195095.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -195243.828125 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -195243.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -195330.828125 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -195330.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -195398.781250 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -195398.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -195453.203125 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -195453.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -195496.093750 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -195496.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -195546.453125 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -195546.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -195573.000000 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -195573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -195590.812500 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -195590.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -195610.125000 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -195610.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -195627.500000 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -195627.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -195653.859375 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -195653.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -195665.906250 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -195665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -195679.125000 Penalty: 3757.744385
	Iteration 14Q: 3 clusters Score -195679.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -195690.453125 Penalty: 3757.744385
	Iteration 15Q: 3 clusters Score -195690.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -195700.890625 Penalty: 3757.744385
	Iteration 16Q: 3 clusters Score -195700.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -195710.375000 Penalty: 3757.744385
	Iteration 17Q: 3 clusters Score -195710.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -195717.796875 Penalty: 3757.744385
	Iteration 18Q: 3 clusters Score -195717.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -195725.187500 Penalty: 3757.744385
	Iteration 19Q: 3 clusters Score -195725.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -195732.953125 Penalty: 3757.744385
	Iteration 20F: 3 clusters Score -195733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -195736.546875 Penalty: 3757.744385
	Iteration 21Q: 3 clusters Score -195736.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -195744.515625 Penalty: 3757.744385
	Iteration 22Q: 3 clusters Score -195744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -195747.000000 Penalty: 3757.744385
	Iteration 23Q: 3 clusters Score -195747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -195747.171875 Penalty: 3757.744385
	Iteration 24Q: 3 clusters Score -195747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -195747.171875 Penalty: 3757.744385
	Iteration 25F: 3 clusters Score -195747.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -297962.906250 Penalty: 1948.175049
	Iteration 0F: 2 clusters Score -297962.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -294914.843750 Penalty: 3896.350098
	Iteration 0F: 3 clusters Score -294914.8 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -295476.468750 Penalty: 3896.350098
	Iteration 1F: 3 clusters Score -295476.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -295631.968750 Penalty: 3896.350098
	Iteration 2F: 3 clusters Score -295632 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -295724.156250 Penalty: 3896.350098
	Iteration 3Q: 3 clusters Score -295724.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -295786.875000 Penalty: 3896.350098
	Iteration 4Q: 3 clusters Score -295786.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -295825.750000 Penalty: 3896.350098
	Iteration 5Q: 3 clusters Score -295825.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -295856.656250 Penalty: 3896.350098
	Iteration 6Q: 3 clusters Score -295856.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -295878.312500 Penalty: 3896.350098
	Iteration 7Q: 3 clusters Score -295878.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -295890.968750 Penalty: 3896.350098
	Iteration 8Q: 3 clusters Score -295891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -295900.312500 Penalty: 3896.350098
	Iteration 9Q: 3 clusters Score -295900.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -295907.937500 Penalty: 3896.350098
	Iteration 10Q: 3 clusters Score -295907.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -295914.968750 Penalty: 3896.350098
	Iteration 11Q: 3 clusters Score -295915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -295920.937500 Penalty: 3896.350098
	Iteration 12Q: 3 clusters Score -295920.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -295925.125000 Penalty: 3896.350098
	Iteration 13Q: 3 clusters Score -295925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -295927.312500 Penalty: 3896.350098
	Iteration 14Q: 3 clusters Score -295927.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -295931.187500 Penalty: 3896.350098
	Iteration 15Q: 3 clusters Score -295931.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -295936.406250 Penalty: 3896.350098
	Iteration 16Q: 3 clusters Score -295936.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -295940.656250 Penalty: 3896.350098
	Iteration 17Q: 3 clusters Score -295940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -295942.500000 Penalty: 3896.350098
	Iteration 18Q: 3 clusters Score -295942.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -295944.468750 Penalty: 3896.350098
	Iteration 19Q: 3 clusters Score -295944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -295947.406250 Penalty: 3896.350098
	Iteration 20F: 3 clusters Score -295947.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -295948.781250 Penalty: 3896.350098
	Iteration 21Q: 3 clusters Score -295948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -295951.312500 Penalty: 3896.350098
	Iteration 22Q: 3 clusters Score -295951.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -295952.281250 Penalty: 3896.350098
	Iteration 23Q: 3 clusters Score -295952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -295953.312500 Penalty: 3896.350098
	Iteration 24Q: 3 clusters Score -295953.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -295953.312500 Penalty: 3896.350098
	Iteration 25F: 3 clusters Score -295953.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -58201.585938 Penalty: 1582.270386
	Iteration 0F: 2 clusters Score -58201.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56644.093750 Penalty: 3164.540771
	Iteration 0F: 3 clusters Score -56644.09 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56883.371094 Penalty: 3164.540771
	Iteration 1F: 3 clusters Score -56883.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -56968.878906 Penalty: 3164.540771
	Iteration 2Q: 3 clusters Score -56968.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57071.671875 Penalty: 3164.540771
	Iteration 3Q: 3 clusters Score -57071.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57122.617188 Penalty: 3164.540771
	Iteration 4Q: 3 clusters Score -57122.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57158.750000 Penalty: 3164.540771
	Iteration 5Q: 3 clusters Score -57158.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -57192.648438 Penalty: 3164.540771
	Iteration 6Q: 3 clusters Score -57192.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57218.613281 Penalty: 3164.540771
	Iteration 7Q: 3 clusters Score -57218.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57272.324219 Penalty: 3164.540771
	Iteration 8Q: 3 clusters Score -57272.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -57299.839844 Penalty: 3164.540771
	Iteration 9Q: 3 clusters Score -57299.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -57326.964844 Penalty: 3164.540771
	Iteration 10Q: 3 clusters Score -57326.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -57357.738281 Penalty: 3164.540771
	Iteration 11Q: 3 clusters Score -57357.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -57391.691406 Penalty: 3164.540771
	Iteration 12Q: 3 clusters Score -57391.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -57462.011719 Penalty: 3164.540771
	Iteration 13Q: 3 clusters Score -57462.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -57544.511719 Penalty: 3164.540771
	Iteration 14Q: 3 clusters Score -57544.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -57624.128906 Penalty: 3164.540771
	Iteration 15Q: 3 clusters Score -57624.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -57709.355469 Penalty: 3164.540771
	Iteration 16Q: 3 clusters Score -57709.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -57832.257812 Penalty: 3164.540771
	Iteration 17Q: 3 clusters Score -57832.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -57951.281250 Penalty: 3164.540771
	Iteration 18Q: 3 clusters Score -57951.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -58058.125000 Penalty: 3164.540771
	Iteration 19Q: 3 clusters Score -58058.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -58160.460938 Penalty: 3164.540771
	Iteration 20F: 3 clusters Score -58160.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -58318.078125 Penalty: 3164.540771
	Iteration 21Q: 3 clusters Score -58318.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -58379.265625 Penalty: 3164.540771
	Iteration 22Q: 3 clusters Score -58379.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -58423.781250 Penalty: 3164.540771
	Iteration 23Q: 3 clusters Score -58423.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -58423.781250 Penalty: 3164.540771
	Iteration 24F: 3 clusters Score -58423.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 26988 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22616 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 13012 members 
Mstep: Class 10 contains 143779 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316848 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65596 members 
Mstep: Class 20 contains 78147 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 34568 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16628 members 
Mstep: Class 28 contains 43516 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 414 members 
Entering Unmasked Estep 
Score: -92691824.000000 Penalty: 101310.343750
Splitting cluster 23 changes total score from -92693416.000000 to -92691824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (34568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Entering Unmasked Estep 
Score: -4065317.000000 Penalty: 2591.769531
	Iteration 0F: 2 clusters Score -4065317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4041757.750000 Penalty: 5183.539062
	Iteration 0F: 3 clusters Score -4041758 nChanged 15714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -4050176.000000 Penalty: 5183.539062
	Iteration 1F: 3 clusters Score -4050176 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -4050666.500000 Penalty: 5183.539062
	Iteration 2Q: 3 clusters Score -4050666 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -4051125.500000 Penalty: 5183.539062
	Iteration 3Q: 3 clusters Score -4051126 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -4051624.000000 Penalty: 5183.539062
	Iteration 4Q: 3 clusters Score -4051624 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -4052090.500000 Penalty: 5183.539062
	Iteration 5Q: 3 clusters Score -4052090 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -4052628.500000 Penalty: 5183.539062
	Iteration 6Q: 3 clusters Score -4052628 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -4053224.000000 Penalty: 5183.539062
	Iteration 7Q: 3 clusters Score -4053224 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4054017.500000 Penalty: 5183.539062
	Iteration 8Q: 3 clusters Score -4054018 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -4055032.000000 Penalty: 5183.539062
	Iteration 9Q: 3 clusters Score -4055032 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -4056248.000000 Penalty: 5183.539062
	Iteration 10F: 3 clusters Score -4056248 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -4057498.250000 Penalty: 5183.539062
	Iteration 11F: 3 clusters Score -4057498 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -4058571.500000 Penalty: 5183.539062
	Iteration 12Q: 3 clusters Score -4058572 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -4059301.500000 Penalty: 5183.539062
	Iteration 13Q: 3 clusters Score -4059302 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -4059752.500000 Penalty: 5183.539062
	Iteration 14Q: 3 clusters Score -4059752 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -4060019.250000 Penalty: 5183.539062
	Iteration 15Q: 3 clusters Score -4060019 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -4060207.750000 Penalty: 5183.539062
	Iteration 16Q: 3 clusters Score -4060208 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -4060402.750000 Penalty: 5183.539062
	Iteration 17Q: 3 clusters Score -4060403 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -4060563.000000 Penalty: 5183.539062
	Iteration 18Q: 3 clusters Score -4060563 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -4060728.250000 Penalty: 5183.539062
	Iteration 19Q: 3 clusters Score -4060728 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -4060867.000000 Penalty: 5183.539062
	Iteration 20F: 3 clusters Score -4060867 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -4061013.750000 Penalty: 5183.539062
	Iteration 21Q: 3 clusters Score -4061014 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -4061157.500000 Penalty: 5183.539062
	Iteration 22Q: 3 clusters Score -4061158 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -4061246.750000 Penalty: 5183.539062
	Iteration 23Q: 3 clusters Score -4061247 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -4061369.250000 Penalty: 5183.539062
	Iteration 24Q: 3 clusters Score -4061369 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -4061497.000000 Penalty: 5183.539062
	Iteration 25Q: 3 clusters Score -4061497 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -4061610.500000 Penalty: 5183.539062
	Iteration 26Q: 3 clusters Score -4061610 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -4061705.500000 Penalty: 5183.539062
	Iteration 27Q: 3 clusters Score -4061706 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -4061805.000000 Penalty: 5183.539062
	Iteration 28Q: 3 clusters Score -4061805 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -4061886.750000 Penalty: 5183.539062
	Iteration 29Q: 3 clusters Score -4061887 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -4061990.750000 Penalty: 5183.539062
	Iteration 30Q: 3 clusters Score -4061991 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4062105.500000 Penalty: 5183.539062
	Iteration 31Q: 3 clusters Score -4062106 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -4062193.000000 Penalty: 5183.539062
	Iteration 32Q: 3 clusters Score -4062193 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -4062290.000000 Penalty: 5183.539062
	Iteration 33Q: 3 clusters Score -4062290 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -4062402.500000 Penalty: 5183.539062
	Iteration 34Q: 3 clusters Score -4062402 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4062517.750000 Penalty: 5183.539062
	Iteration 35Q: 3 clusters Score -4062518 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -4062619.250000 Penalty: 5183.539062
	Iteration 36Q: 3 clusters Score -4062619 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4062721.250000 Penalty: 5183.539062
	Iteration 37Q: 3 clusters Score -4062721 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4062793.000000 Penalty: 5183.539062
	Iteration 38Q: 3 clusters Score -4062793 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4062867.000000 Penalty: 5183.539062
	Iteration 39Q: 3 clusters Score -4062867 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4062910.000000 Penalty: 5183.539062
	Iteration 40F: 3 clusters Score -4062910 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4062955.250000 Penalty: 5183.539062
	Iteration 41Q: 3 clusters Score -4062955 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4063000.250000 Penalty: 5183.539062
	Iteration 42Q: 3 clusters Score -4063000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4063025.500000 Penalty: 5183.539062
	Iteration 43Q: 3 clusters Score -4063026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -4063066.250000 Penalty: 5183.539062
	Iteration 44Q: 3 clusters Score -4063066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -4063088.250000 Penalty: 5183.539062
	Iteration 45Q: 3 clusters Score -4063088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -4063100.250000 Penalty: 5183.539062
	Iteration 46Q: 3 clusters Score -4063100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -4063110.250000 Penalty: 5183.539062
	Iteration 47Q: 3 clusters Score -4063110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -4063115.000000 Penalty: 5183.539062
	Iteration 48Q: 3 clusters Score -4063115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -4063129.750000 Penalty: 5183.539062
	Iteration 49Q: 3 clusters Score -4063130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -4063131.000000 Penalty: 5183.539062
	Iteration 50Q: 3 clusters Score -4063131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4063132.500000 Penalty: 5183.539062
	Iteration 51Q: 3 clusters Score -4063132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -4063137.750000 Penalty: 5183.539062
	Iteration 52Q: 3 clusters Score -4063138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4063140.500000 Penalty: 5183.539062
	Iteration 53Q: 3 clusters Score -4063140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -4063149.500000 Penalty: 5183.539062
	Iteration 54Q: 3 clusters Score -4063150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -4063154.250000 Penalty: 5183.539062
	Iteration 55Q: 3 clusters Score -4063154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4063154.500000 Penalty: 5183.539062
	Iteration 56Q: 3 clusters Score -4063154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -4063156.750000 Penalty: 5183.539062
	Iteration 57Q: 3 clusters Score -4063157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -4063157.250000 Penalty: 5183.539062
	Iteration 58Q: 3 clusters Score -4063157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4063163.750000 Penalty: 5183.539062
	Iteration 59Q: 3 clusters Score -4063164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -4063164.000000 Penalty: 5183.539062
	Iteration 60F: 3 clusters Score -4063164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -4063174.750000 Penalty: 5183.539062
	Iteration 61Q: 3 clusters Score -4063175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -4063176.000000 Penalty: 5183.539062
	Iteration 62Q: 3 clusters Score -4063176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -4063188.000000 Penalty: 5183.539062
	Iteration 63Q: 3 clusters Score -4063188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -4063188.000000 Penalty: 5183.539062
	Iteration 64Q: 3 clusters Score -4063188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4063203.250000 Penalty: 5183.539062
	Iteration 65Q: 3 clusters Score -4063203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -4063208.750000 Penalty: 5183.539062
	Iteration 66Q: 3 clusters Score -4063209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -4063214.000000 Penalty: 5183.539062
	Iteration 67Q: 3 clusters Score -4063214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -4063220.000000 Penalty: 5183.539062
	Iteration 68Q: 3 clusters Score -4063220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4063222.500000 Penalty: 5183.539062
	Iteration 69Q: 3 clusters Score -4063222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -4063223.750000 Penalty: 5183.539062
	Iteration 70Q: 3 clusters Score -4063224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -4063218.500000 Penalty: 5183.539062
	Iteration 71Q: 3 clusters Score -4063218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -4063224.000000 Penalty: 5183.539062
	Iteration 72Q: 3 clusters Score -4063224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -4063230.000000 Penalty: 5183.539062
	Iteration 73Q: 3 clusters Score -4063230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -4063226.750000 Penalty: 5183.539062
	Iteration 74Q: 3 clusters Score -4063227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -4063226.500000 Penalty: 5183.539062
	Iteration 75Q: 3 clusters Score -4063226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -4063234.000000 Penalty: 5183.539062
	Iteration 76Q: 3 clusters Score -4063234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4063232.750000 Penalty: 5183.539062
	Iteration 77Q: 3 clusters Score -4063233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4063232.250000 Penalty: 5183.539062
	Iteration 78Q: 3 clusters Score -4063232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4063234.500000 Penalty: 5183.539062
	Iteration 79Q: 3 clusters Score -4063234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4063234.500000 Penalty: 5183.539062
	Iteration 80F: 3 clusters Score -4063234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -53287.160156 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -53287.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51756.667969 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -51756.67 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52067.273438 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -52067.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52277.011719 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -52277.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -52422.835938 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -52422.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52517.734375 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -52517.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52627.863281 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -52627.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52760.949219 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -52760.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52959.824219 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -52959.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53123.789062 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -53123.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53153.019531 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -53153.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53162.347656 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -53162.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53184.898438 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -53184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53198.472656 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -53198.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53205.390625 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -53205.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53205.390625 Penalty: 3125.189941
	Iteration 14F: 3 clusters Score -53205.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -55012.972656 Penalty: 1551.901611
	Iteration 0F: 2 clusters Score -55012.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53460.304688 Penalty: 3103.803223
	Iteration 0F: 3 clusters Score -53460.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53606.824219 Penalty: 3103.803223
	Iteration 1F: 3 clusters Score -53606.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53650.890625 Penalty: 3103.803223
	Iteration 2Q: 3 clusters Score -53650.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53662.527344 Penalty: 3103.803223
	Iteration 3Q: 3 clusters Score -53662.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53671.972656 Penalty: 3103.803223
	Iteration 4Q: 3 clusters Score -53671.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53676.906250 Penalty: 3103.803223
	Iteration 5Q: 3 clusters Score -53676.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53682.273438 Penalty: 3103.803223
	Iteration 6Q: 3 clusters Score -53682.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53689.847656 Penalty: 3103.803223
	Iteration 7Q: 3 clusters Score -53689.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53689.847656 Penalty: 3103.803223
	Iteration 8F: 3 clusters Score -53689.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Entering Unmasked Estep 
Score: -1949630.375000 Penalty: 2410.273193
	Iteration 0F: 2 clusters Score -1949630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1937686.250000 Penalty: 4820.546387
	Iteration 0F: 3 clusters Score -1937686 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1941755.750000 Penalty: 4820.546387
	Iteration 1F: 3 clusters Score -1941756 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1942279.125000 Penalty: 4820.546387
	Iteration 2F: 3 clusters Score -1942279 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1942708.500000 Penalty: 4820.546387
	Iteration 3F: 3 clusters Score -1942708 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1943071.875000 Penalty: 4820.546387
	Iteration 4Q: 3 clusters Score -1943072 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1943352.625000 Penalty: 4820.546387
	Iteration 5Q: 3 clusters Score -1943353 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1943607.875000 Penalty: 4820.546387
	Iteration 6Q: 3 clusters Score -1943608 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1943834.750000 Penalty: 4820.546387
	Iteration 7Q: 3 clusters Score -1943835 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1944065.125000 Penalty: 4820.546387
	Iteration 8Q: 3 clusters Score -1944065 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1944292.750000 Penalty: 4820.546387
	Iteration 9Q: 3 clusters Score -1944293 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1944531.000000 Penalty: 4820.546387
	Iteration 10Q: 3 clusters Score -1944531 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1944765.875000 Penalty: 4820.546387
	Iteration 11Q: 3 clusters Score -1944766 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1945003.375000 Penalty: 4820.546387
	Iteration 12Q: 3 clusters Score -1945003 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1945233.875000 Penalty: 4820.546387
	Iteration 13Q: 3 clusters Score -1945234 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1945461.625000 Penalty: 4820.546387
	Iteration 14Q: 3 clusters Score -1945462 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1945657.750000 Penalty: 4820.546387
	Iteration 15Q: 3 clusters Score -1945658 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1945817.750000 Penalty: 4820.546387
	Iteration 16Q: 3 clusters Score -1945818 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1945950.875000 Penalty: 4820.546387
	Iteration 17Q: 3 clusters Score -1945951 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1946077.125000 Penalty: 4820.546387
	Iteration 18Q: 3 clusters Score -1946077 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1946190.875000 Penalty: 4820.546387
	Iteration 19Q: 3 clusters Score -1946191 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1946285.875000 Penalty: 4820.546387
	Iteration 20F: 3 clusters Score -1946286 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1946375.750000 Penalty: 4820.546387
	Iteration 21Q: 3 clusters Score -1946376 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1946462.625000 Penalty: 4820.546387
	Iteration 22Q: 3 clusters Score -1946463 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1946542.750000 Penalty: 4820.546387
	Iteration 23Q: 3 clusters Score -1946543 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1946599.125000 Penalty: 4820.546387
	Iteration 24Q: 3 clusters Score -1946599 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1946660.375000 Penalty: 4820.546387
	Iteration 25Q: 3 clusters Score -1946660 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1946714.625000 Penalty: 4820.546387
	Iteration 26Q: 3 clusters Score -1946715 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1946778.000000 Penalty: 4820.546387
	Iteration 27Q: 3 clusters Score -1946778 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1946832.375000 Penalty: 4820.546387
	Iteration 28Q: 3 clusters Score -1946832 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1946896.000000 Penalty: 4820.546387
	Iteration 29Q: 3 clusters Score -1946896 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1946960.500000 Penalty: 4820.546387
	Iteration 30Q: 3 clusters Score -1946960 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1947019.250000 Penalty: 4820.546387
	Iteration 31Q: 3 clusters Score -1947019 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1947080.125000 Penalty: 4820.546387
	Iteration 32Q: 3 clusters Score -1947080 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1947137.250000 Penalty: 4820.546387
	Iteration 33Q: 3 clusters Score -1947137 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1947186.500000 Penalty: 4820.546387
	Iteration 34Q: 3 clusters Score -1947186 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1947234.875000 Penalty: 4820.546387
	Iteration 35Q: 3 clusters Score -1947235 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1947281.000000 Penalty: 4820.546387
	Iteration 36Q: 3 clusters Score -1947281 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1947314.125000 Penalty: 4820.546387
	Iteration 37Q: 3 clusters Score -1947314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1947337.625000 Penalty: 4820.546387
	Iteration 38Q: 3 clusters Score -1947338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1947362.500000 Penalty: 4820.546387
	Iteration 39Q: 3 clusters Score -1947362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1947389.000000 Penalty: 4820.546387
	Iteration 40F: 3 clusters Score -1947389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1947399.125000 Penalty: 4820.546387
	Iteration 41Q: 3 clusters Score -1947399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1947412.750000 Penalty: 4820.546387
	Iteration 42Q: 3 clusters Score -1947413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1947422.625000 Penalty: 4820.546387
	Iteration 43Q: 3 clusters Score -1947423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1947436.375000 Penalty: 4820.546387
	Iteration 44Q: 3 clusters Score -1947436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1947451.250000 Penalty: 4820.546387
	Iteration 45Q: 3 clusters Score -1947451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1947460.250000 Penalty: 4820.546387
	Iteration 46Q: 3 clusters Score -1947460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1947467.250000 Penalty: 4820.546387
	Iteration 47Q: 3 clusters Score -1947467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1947474.000000 Penalty: 4820.546387
	Iteration 48Q: 3 clusters Score -1947474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1947483.500000 Penalty: 4820.546387
	Iteration 49Q: 3 clusters Score -1947484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1947482.125000 Penalty: 4820.546387
	Iteration 50Q: 3 clusters Score -1947482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1947489.250000 Penalty: 4820.546387
	Iteration 51Q: 3 clusters Score -1947489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1947493.500000 Penalty: 4820.546387
	Iteration 52Q: 3 clusters Score -1947494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1947494.000000 Penalty: 4820.546387
	Iteration 53Q: 3 clusters Score -1947494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1947496.000000 Penalty: 4820.546387
	Iteration 54Q: 3 clusters Score -1947496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1947497.250000 Penalty: 4820.546387
	Iteration 55Q: 3 clusters Score -1947497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1947504.125000 Penalty: 4820.546387
	Iteration 56Q: 3 clusters Score -1947504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1947505.375000 Penalty: 4820.546387
	Iteration 57Q: 3 clusters Score -1947505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1947509.125000 Penalty: 4820.546387
	Iteration 58Q: 3 clusters Score -1947509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1947510.000000 Penalty: 4820.546387
	Iteration 59Q: 3 clusters Score -1947510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1947511.500000 Penalty: 4820.546387
	Iteration 60F: 3 clusters Score -1947512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1947513.000000 Penalty: 4820.546387
	Iteration 61Q: 3 clusters Score -1947513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1947512.000000 Penalty: 4820.546387
	Iteration 62Q: 3 clusters Score -1947512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1947512.625000 Penalty: 4820.546387
	Iteration 63Q: 3 clusters Score -1947513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1947516.250000 Penalty: 4820.546387
	Iteration 64Q: 3 clusters Score -1947516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1947516.000000 Penalty: 4820.546387
	Iteration 65Q: 3 clusters Score -1947516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1947516.750000 Penalty: 4820.546387
	Iteration 66Q: 3 clusters Score -1947517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1947520.750000 Penalty: 4820.546387
	Iteration 67Q: 3 clusters Score -1947521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1947520.750000 Penalty: 4820.546387
	Iteration 68Q: 3 clusters Score -1947521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1947520.750000 Penalty: 4820.546387
	Iteration 69F: 3 clusters Score -1947521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (43516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Entering Unmasked Estep 
Score: -4920547.000000 Penalty: 2648.859375
	Iteration 0F: 2 clusters Score -4920547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -4891071.500000 Penalty: 5297.718750
	Iteration 0F: 3 clusters Score -4891072 nChanged 20004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -4902011.500000 Penalty: 5297.718750
	Iteration 1F: 3 clusters Score -4902012 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4902537.000000 Penalty: 5297.718750
	Iteration 2Q: 3 clusters Score -4902537 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -4903069.000000 Penalty: 5297.718750
	Iteration 3Q: 3 clusters Score -4903069 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -4903783.000000 Penalty: 5297.718750
	Iteration 4Q: 3 clusters Score -4903783 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -4904730.000000 Penalty: 5297.718750
	Iteration 5Q: 3 clusters Score -4904730 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -4906153.500000 Penalty: 5297.718750
	Iteration 6F: 3 clusters Score -4906154 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -4908350.500000 Penalty: 5297.718750
	Iteration 7F: 3 clusters Score -4908350 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -4911317.500000 Penalty: 5297.718750
	Iteration 8F: 3 clusters Score -4911318 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -4914427.000000 Penalty: 5297.718750
	Iteration 9F: 3 clusters Score -4914427 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4916680.500000 Penalty: 5297.718750
	Iteration 10F: 3 clusters Score -4916680 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4917775.000000 Penalty: 5297.718750
	Iteration 11Q: 3 clusters Score -4917775 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4918193.000000 Penalty: 5297.718750
	Iteration 12Q: 3 clusters Score -4918193 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4918347.000000 Penalty: 5297.718750
	Iteration 13Q: 3 clusters Score -4918347 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4918423.000000 Penalty: 5297.718750
	Iteration 14Q: 3 clusters Score -4918423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4918456.500000 Penalty: 5297.718750
	Iteration 15Q: 3 clusters Score -4918456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4918476.500000 Penalty: 5297.718750
	Iteration 16Q: 3 clusters Score -4918476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4918492.500000 Penalty: 5297.718750
	Iteration 17Q: 3 clusters Score -4918492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4918497.500000 Penalty: 5297.718750
	Iteration 18Q: 3 clusters Score -4918498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4918501.500000 Penalty: 5297.718750
	Iteration 19Q: 3 clusters Score -4918502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4918500.500000 Penalty: 5297.718750
	Iteration 20F: 3 clusters Score -4918500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4918506.500000 Penalty: 5297.718750
	Iteration 21Q: 3 clusters Score -4918506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4918510.500000 Penalty: 5297.718750
	Iteration 22Q: 3 clusters Score -4918510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4918509.500000 Penalty: 5297.718750
	Iteration 23Q: 3 clusters Score -4918510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4918509.500000 Penalty: 5297.718750
	Iteration 24Q: 3 clusters Score -4918510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4918512.000000 Penalty: 5297.718750
	Iteration 25Q: 3 clusters Score -4918512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4918511.000000 Penalty: 5297.718750
	Iteration 26Q: 3 clusters Score -4918511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4918511.000000 Penalty: 5297.718750
	Iteration 27F: 3 clusters Score -4918511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Entering Unmasked Estep 
Score: -1775104.750000 Penalty: 2386.499023
	Iteration 0F: 2 clusters Score -1775105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1764188.750000 Penalty: 4772.998047
	Iteration 0F: 3 clusters Score -1764189 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1767582.500000 Penalty: 4772.998047
	Iteration 1F: 3 clusters Score -1767582 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1767921.375000 Penalty: 4772.998047
	Iteration 2F: 3 clusters Score -1767921 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1768204.375000 Penalty: 4772.998047
	Iteration 3Q: 3 clusters Score -1768204 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1768467.000000 Penalty: 4772.998047
	Iteration 4Q: 3 clusters Score -1768467 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1768732.250000 Penalty: 4772.998047
	Iteration 5Q: 3 clusters Score -1768732 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1769004.250000 Penalty: 4772.998047
	Iteration 6Q: 3 clusters Score -1769004 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1769380.000000 Penalty: 4772.998047
	Iteration 7Q: 3 clusters Score -1769380 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1769874.125000 Penalty: 4772.998047
	Iteration 8F: 3 clusters Score -1769874 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1770472.750000 Penalty: 4772.998047
	Iteration 9F: 3 clusters Score -1770473 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1771075.250000 Penalty: 4772.998047
	Iteration 10F: 3 clusters Score -1771075 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1771597.250000 Penalty: 4772.998047
	Iteration 11Q: 3 clusters Score -1771597 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1772042.250000 Penalty: 4772.998047
	Iteration 12Q: 3 clusters Score -1772042 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1772353.125000 Penalty: 4772.998047
	Iteration 13Q: 3 clusters Score -1772353 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1772536.000000 Penalty: 4772.998047
	Iteration 14Q: 3 clusters Score -1772536 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1772643.875000 Penalty: 4772.998047
	Iteration 15Q: 3 clusters Score -1772644 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1772706.875000 Penalty: 4772.998047
	Iteration 16Q: 3 clusters Score -1772707 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1772761.875000 Penalty: 4772.998047
	Iteration 17Q: 3 clusters Score -1772762 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1772801.500000 Penalty: 4772.998047
	Iteration 18Q: 3 clusters Score -1772802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1772833.000000 Penalty: 4772.998047
	Iteration 19Q: 3 clusters Score -1772833 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1772853.875000 Penalty: 4772.998047
	Iteration 20F: 3 clusters Score -1772854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1772869.625000 Penalty: 4772.998047
	Iteration 21Q: 3 clusters Score -1772870 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1772880.250000 Penalty: 4772.998047
	Iteration 22Q: 3 clusters Score -1772880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1772896.125000 Penalty: 4772.998047
	Iteration 23Q: 3 clusters Score -1772896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1772904.875000 Penalty: 4772.998047
	Iteration 24Q: 3 clusters Score -1772905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1772917.625000 Penalty: 4772.998047
	Iteration 25Q: 3 clusters Score -1772918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1772927.750000 Penalty: 4772.998047
	Iteration 26Q: 3 clusters Score -1772928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1772939.375000 Penalty: 4772.998047
	Iteration 27Q: 3 clusters Score -1772939 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1772951.250000 Penalty: 4772.998047
	Iteration 28Q: 3 clusters Score -1772951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1772968.250000 Penalty: 4772.998047
	Iteration 29Q: 3 clusters Score -1772968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1772982.875000 Penalty: 4772.998047
	Iteration 30Q: 3 clusters Score -1772983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1772994.750000 Penalty: 4772.998047
	Iteration 31Q: 3 clusters Score -1772995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1773003.375000 Penalty: 4772.998047
	Iteration 32Q: 3 clusters Score -1773003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1773009.375000 Penalty: 4772.998047
	Iteration 33Q: 3 clusters Score -1773009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1773011.125000 Penalty: 4772.998047
	Iteration 34Q: 3 clusters Score -1773011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1773017.500000 Penalty: 4772.998047
	Iteration 35Q: 3 clusters Score -1773018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1773022.375000 Penalty: 4772.998047
	Iteration 36Q: 3 clusters Score -1773022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1773027.125000 Penalty: 4772.998047
	Iteration 37Q: 3 clusters Score -1773027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1773028.875000 Penalty: 4772.998047
	Iteration 38Q: 3 clusters Score -1773029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1773032.000000 Penalty: 4772.998047
	Iteration 39Q: 3 clusters Score -1773032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1773032.250000 Penalty: 4772.998047
	Iteration 40F: 3 clusters Score -1773032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1773035.625000 Penalty: 4772.998047
	Iteration 41Q: 3 clusters Score -1773036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1773035.625000 Penalty: 4772.998047
	Iteration 42Q: 3 clusters Score -1773036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1773037.750000 Penalty: 4772.998047
	Iteration 43Q: 3 clusters Score -1773038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1773040.000000 Penalty: 4772.998047
	Iteration 44Q: 3 clusters Score -1773040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1773043.250000 Penalty: 4772.998047
	Iteration 45Q: 3 clusters Score -1773043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1773045.250000 Penalty: 4772.998047
	Iteration 46Q: 3 clusters Score -1773045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1773044.125000 Penalty: 4772.998047
	Iteration 47Q: 3 clusters Score -1773044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1773047.125000 Penalty: 4772.998047
	Iteration 48Q: 3 clusters Score -1773047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1773050.375000 Penalty: 4772.998047
	Iteration 49Q: 3 clusters Score -1773050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1773045.500000 Penalty: 4772.998047
	Iteration 50Q: 3 clusters Score -1773046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1773045.875000 Penalty: 4772.998047
	Iteration 51Q: 3 clusters Score -1773046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1773045.875000 Penalty: 4772.998047
	Iteration 52F: 3 clusters Score -1773046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 26988 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22616 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 13012 members 
Mstep: Class 10 contains 143779 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316848 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65596 members 
Mstep: Class 20 contains 78147 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34568 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16628 members 
Mstep: Class 28 contains 43516 members 
Mstep: Class 29 contains 15108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693376.000000 Penalty: 97933.328125
Iteration 199Q: 30 clusters Score -9.269338e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 26996 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22614 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5334 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 143816 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316845 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65596 members 
Mstep: Class 20 contains 78088 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34573 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16639 members 
Mstep: Class 28 contains 43513 members 
Mstep: Class 29 contains 15110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693360.000000 Penalty: 97933.328125
Iteration 200F: 30 clusters Score -9.269336e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4377 members 
Mstep: Class 3 contains 27002 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22610 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5334 members 
Mstep: Class 9 contains 13016 members 
Mstep: Class 10 contains 143865 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316841 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65598 members 
Mstep: Class 20 contains 78031 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34576 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16641 members 
Mstep: Class 28 contains 43511 members 
Mstep: Class 29 contains 15110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693296.000000 Penalty: 97933.328125
Iteration 201Q: 30 clusters Score -9.26933e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 27007 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22608 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5334 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 143906 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316850 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65602 members 
Mstep: Class 20 contains 77964 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34580 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16643 members 
Mstep: Class 28 contains 43507 members 
Mstep: Class 29 contains 15111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693304.000000 Penalty: 97933.328125
Iteration 202Q: 30 clusters Score -9.26933e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 27012 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22607 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 13016 members 
Mstep: Class 10 contains 143939 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316848 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65602 members 
Mstep: Class 20 contains 77922 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34580 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16648 members 
Mstep: Class 28 contains 43504 members 
Mstep: Class 29 contains 15114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693320.000000 Penalty: 97933.328125
Iteration 203Q: 30 clusters Score -9.269332e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 27018 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22608 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 143971 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316855 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65602 members 
Mstep: Class 20 contains 77874 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34584 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16649 members 
Mstep: Class 28 contains 43502 members 
Mstep: Class 29 contains 15117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693320.000000 Penalty: 97933.328125
Iteration 204Q: 30 clusters Score -9.269332e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 27022 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22608 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5336 members 
Mstep: Class 9 contains 13016 members 
Mstep: Class 10 contains 144004 members 
Mstep: Class 11 contains 3699 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316859 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65606 members 
Mstep: Class 20 contains 77829 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34583 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16650 members 
Mstep: Class 28 contains 43497 members 
Mstep: Class 29 contains 15119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693240.000000 Penalty: 97933.328125
Iteration 205Q: 30 clusters Score -9.269324e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 27026 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22608 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5338 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 144036 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316854 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65607 members 
Mstep: Class 20 contains 77795 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34583 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16650 members 
Mstep: Class 28 contains 43492 members 
Mstep: Class 29 contains 15122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693336.000000 Penalty: 97933.328125
Iteration 206Q: 30 clusters Score -9.269334e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 27026 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22607 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5337 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144064 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316854 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65606 members 
Mstep: Class 20 contains 77768 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34582 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16649 members 
Mstep: Class 28 contains 43488 members 
Mstep: Class 29 contains 15127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693312.000000 Penalty: 97933.328125
Iteration 207Q: 30 clusters Score -9.269331e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 27026 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22606 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5336 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144090 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316853 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65603 members 
Mstep: Class 20 contains 77742 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34581 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16652 members 
Mstep: Class 28 contains 43484 members 
Mstep: Class 29 contains 15129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693448.000000 Penalty: 97933.328125
Iteration 208Q: 30 clusters Score -9.269345e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 27029 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22605 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5336 members 
Mstep: Class 9 contains 13016 members 
Mstep: Class 10 contains 144124 members 
Mstep: Class 11 contains 3705 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316856 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65603 members 
Mstep: Class 20 contains 77706 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34581 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16653 members 
Mstep: Class 28 contains 43483 members 
Mstep: Class 29 contains 15131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693464.000000 Penalty: 97933.328125
Iteration 209Q: 30 clusters Score -9.269346e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 27032 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22606 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5336 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144157 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316854 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65604 members 
Mstep: Class 20 contains 77666 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34581 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16655 members 
Mstep: Class 28 contains 43482 members 
Mstep: Class 29 contains 15130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693480.000000 Penalty: 97933.328125
Iteration 210Q: 30 clusters Score -9.269348e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 27036 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22605 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5336 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 144182 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316865 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65604 members 
Mstep: Class 20 contains 77622 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34581 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16659 members 
Mstep: Class 28 contains 43481 members 
Mstep: Class 29 contains 15131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693432.000000 Penalty: 97933.328125
Iteration 211Q: 30 clusters Score -9.269343e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 27039 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 22606 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5336 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 144217 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316884 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65603 members 
Mstep: Class 20 contains 77570 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34581 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16659 members 
Mstep: Class 28 contains 43477 members 
Mstep: Class 29 contains 15132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693416.000000 Penalty: 97933.328125
Iteration 212Q: 30 clusters Score -9.269342e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5337 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 144248 members 
Mstep: Class 11 contains 3712 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316892 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65606 members 
Mstep: Class 20 contains 77531 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34583 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16656 members 
Mstep: Class 28 contains 43473 members 
Mstep: Class 29 contains 15131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693456.000000 Penalty: 97933.328125
Iteration 213Q: 30 clusters Score -9.269346e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5337 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 144279 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316898 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65609 members 
Mstep: Class 20 contains 77491 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34583 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16658 members 
Mstep: Class 28 contains 43468 members 
Mstep: Class 29 contains 15132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693424.000000 Penalty: 97933.328125
Iteration 214Q: 30 clusters Score -9.269342e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5337 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 144305 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316895 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65611 members 
Mstep: Class 20 contains 77458 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34580 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16659 members 
Mstep: Class 28 contains 43464 members 
Mstep: Class 29 contains 15134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693408.000000 Penalty: 97933.328125
Iteration 215Q: 30 clusters Score -9.269341e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 27047 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5337 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 144334 members 
Mstep: Class 11 contains 3725 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316894 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65612 members 
Mstep: Class 20 contains 77422 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34582 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16661 members 
Mstep: Class 28 contains 43459 members 
Mstep: Class 29 contains 15136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693392.000000 Penalty: 97933.328125
Iteration 216Q: 30 clusters Score -9.269339e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 27049 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5338 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144361 members 
Mstep: Class 11 contains 3728 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316888 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65614 members 
Mstep: Class 20 contains 77392 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34582 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16663 members 
Mstep: Class 28 contains 43453 members 
Mstep: Class 29 contains 15140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693304.000000 Penalty: 97933.328125
Iteration 217Q: 30 clusters Score -9.26933e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 27050 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5338 members 
Mstep: Class 9 contains 13021 members 
Mstep: Class 10 contains 144399 members 
Mstep: Class 11 contains 3734 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316875 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65618 members 
Mstep: Class 20 contains 77359 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34580 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16663 members 
Mstep: Class 28 contains 43447 members 
Mstep: Class 29 contains 15142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693368.000000 Penalty: 97933.328125
Iteration 218Q: 30 clusters Score -9.269337e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 27054 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 22605 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 13022 members 
Mstep: Class 10 contains 144430 members 
Mstep: Class 11 contains 3737 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316867 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65617 members 
Mstep: Class 20 contains 77335 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34578 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16663 members 
Mstep: Class 28 contains 43439 members 
Mstep: Class 29 contains 15141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693344.000000 Penalty: 97933.328125
Iteration 219Q: 30 clusters Score -9.269334e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 27059 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5340 members 
Mstep: Class 9 contains 13022 members 
Mstep: Class 10 contains 144455 members 
Mstep: Class 11 contains 3741 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316873 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65615 members 
Mstep: Class 20 contains 77306 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34575 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16665 members 
Mstep: Class 28 contains 43433 members 
Mstep: Class 29 contains 15141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693336.000000 Penalty: 97933.328125
Iteration 220F: 30 clusters Score -9.269334e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 27060 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5341 members 
Mstep: Class 9 contains 13022 members 
Mstep: Class 10 contains 144470 members 
Mstep: Class 11 contains 3743 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316880 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65615 members 
Mstep: Class 20 contains 77280 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34574 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16669 members 
Mstep: Class 28 contains 43429 members 
Mstep: Class 29 contains 15142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693344.000000 Penalty: 97933.328125
Iteration 221Q: 30 clusters Score -9.269334e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 27065 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5342 members 
Mstep: Class 9 contains 13023 members 
Mstep: Class 10 contains 144490 members 
Mstep: Class 11 contains 3745 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316877 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65616 members 
Mstep: Class 20 contains 77250 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34575 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16679 members 
Mstep: Class 28 contains 43419 members 
Mstep: Class 29 contains 15144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693400.000000 Penalty: 97933.328125
Iteration 222Q: 30 clusters Score -9.26934e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 27065 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5343 members 
Mstep: Class 9 contains 13024 members 
Mstep: Class 10 contains 144511 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316875 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65616 members 
Mstep: Class 20 contains 77226 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34572 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16684 members 
Mstep: Class 28 contains 43414 members 
Mstep: Class 29 contains 15146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693440.000000 Penalty: 97933.328125
Iteration 223Q: 30 clusters Score -9.269344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 27065 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5343 members 
Mstep: Class 9 contains 13024 members 
Mstep: Class 10 contains 144537 members 
Mstep: Class 11 contains 3752 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316865 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65620 members 
Mstep: Class 20 contains 77203 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34571 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16688 members 
Mstep: Class 28 contains 43410 members 
Mstep: Class 29 contains 15148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693424.000000 Penalty: 97933.328125
Iteration 224Q: 30 clusters Score -9.269342e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5343 members 
Mstep: Class 9 contains 13024 members 
Mstep: Class 10 contains 144566 members 
Mstep: Class 11 contains 3755 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316843 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65622 members 
Mstep: Class 20 contains 77179 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34570 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16693 members 
Mstep: Class 28 contains 43410 members 
Mstep: Class 29 contains 15153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693504.000000 Penalty: 97933.328125
Iteration 225Q: 30 clusters Score -9.26935e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 27072 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5343 members 
Mstep: Class 9 contains 13024 members 
Mstep: Class 10 contains 144587 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316835 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65622 members 
Mstep: Class 20 contains 77150 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34570 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16700 members 
Mstep: Class 28 contains 43410 members 
Mstep: Class 29 contains 15153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693464.000000 Penalty: 97933.328125
Iteration 226Q: 30 clusters Score -9.269346e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 27074 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13023 members 
Mstep: Class 10 contains 144614 members 
Mstep: Class 11 contains 3761 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316826 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65623 members 
Mstep: Class 20 contains 77129 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34569 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16702 members 
Mstep: Class 28 contains 43408 members 
Mstep: Class 29 contains 15153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693376.000000 Penalty: 97933.328125
Iteration 227Q: 30 clusters Score -9.269338e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 27079 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13022 members 
Mstep: Class 10 contains 144638 members 
Mstep: Class 11 contains 3763 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316814 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65625 members 
Mstep: Class 20 contains 77108 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34568 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16704 members 
Mstep: Class 28 contains 43406 members 
Mstep: Class 29 contains 15156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693336.000000 Penalty: 97933.328125
Iteration 228Q: 30 clusters Score -9.269334e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 27079 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13023 members 
Mstep: Class 10 contains 144656 members 
Mstep: Class 11 contains 3766 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316800 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65625 members 
Mstep: Class 20 contains 77100 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34568 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16707 members 
Mstep: Class 28 contains 43404 members 
Mstep: Class 29 contains 15156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693296.000000 Penalty: 97933.328125
Iteration 229Q: 30 clusters Score -9.26933e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 27080 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13023 members 
Mstep: Class 10 contains 144671 members 
Mstep: Class 11 contains 3770 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316796 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65624 members 
Mstep: Class 20 contains 77087 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34569 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16707 members 
Mstep: Class 28 contains 43400 members 
Mstep: Class 29 contains 15156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693216.000000 Penalty: 97933.328125
Iteration 230Q: 30 clusters Score -9.269322e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13022 members 
Mstep: Class 10 contains 144692 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316777 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65627 members 
Mstep: Class 20 contains 77079 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34568 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16709 members 
Mstep: Class 28 contains 43399 members 
Mstep: Class 29 contains 15156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693288.000000 Penalty: 97933.328125
Iteration 231Q: 30 clusters Score -9.269329e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13021 members 
Mstep: Class 10 contains 144722 members 
Mstep: Class 11 contains 3780 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316760 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65629 members 
Mstep: Class 20 contains 77065 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34568 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16708 members 
Mstep: Class 28 contains 43397 members 
Mstep: Class 29 contains 15155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693264.000000 Penalty: 97933.328125
Iteration 232Q: 30 clusters Score -9.269326e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13019 members 
Mstep: Class 10 contains 144755 members 
Mstep: Class 11 contains 3786 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316740 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65635 members 
Mstep: Class 20 contains 77049 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34565 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16707 members 
Mstep: Class 28 contains 43397 members 
Mstep: Class 29 contains 15154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693304.000000 Penalty: 97933.328125
Iteration 233Q: 30 clusters Score -9.26933e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13020 members 
Mstep: Class 10 contains 144787 members 
Mstep: Class 11 contains 3789 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316714 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65638 members 
Mstep: Class 20 contains 77037 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34564 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16706 members 
Mstep: Class 28 contains 43397 members 
Mstep: Class 29 contains 15154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693280.000000 Penalty: 97933.328125
Iteration 234Q: 30 clusters Score -9.269328e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13019 members 
Mstep: Class 10 contains 144815 members 
Mstep: Class 11 contains 3793 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316697 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65643 members 
Mstep: Class 20 contains 77021 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34566 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16705 members 
Mstep: Class 28 contains 43395 members 
Mstep: Class 29 contains 15154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693336.000000 Penalty: 97933.328125
Iteration 235Q: 30 clusters Score -9.269334e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 27079 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144837 members 
Mstep: Class 11 contains 3803 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316678 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65645 members 
Mstep: Class 20 contains 77013 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34565 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16705 members 
Mstep: Class 28 contains 43392 members 
Mstep: Class 29 contains 15154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693352.000000 Penalty: 97933.328125
Iteration 236Q: 30 clusters Score -9.269335e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4377 members 
Mstep: Class 3 contains 27079 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144858 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316666 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65645 members 
Mstep: Class 20 contains 77009 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34561 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16705 members 
Mstep: Class 28 contains 43390 members 
Mstep: Class 29 contains 15154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693320.000000 Penalty: 97933.328125
Iteration 237Q: 30 clusters Score -9.269332e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4375 members 
Mstep: Class 3 contains 27078 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22598 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144874 members 
Mstep: Class 11 contains 3812 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316662 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65644 members 
Mstep: Class 20 contains 77004 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34559 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16705 members 
Mstep: Class 28 contains 43388 members 
Mstep: Class 29 contains 15154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693320.000000 Penalty: 97933.328125
Iteration 238Q: 30 clusters Score -9.269332e+07 nChanged 30
Entering ConstructFrom: 
Score: -92693320.000000 Penalty: 97933.328125
Entering ConstructFrom: 
Trying to split cluster 1 (6635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Entering Unmasked Estep 
Score: -733847.000000 Penalty: 2182.428223
	Iteration 0F: 2 clusters Score -733847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -728349.500000 Penalty: 4364.856445
	Iteration 0F: 3 clusters Score -728349.5 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -729831.750000 Penalty: 4364.856445
	Iteration 1F: 3 clusters Score -729831.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -730189.437500 Penalty: 4364.856445
	Iteration 2F: 3 clusters Score -730189.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -730528.937500 Penalty: 4364.856445
	Iteration 3F: 3 clusters Score -730528.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -730875.125000 Penalty: 4364.856445
	Iteration 4F: 3 clusters Score -730875.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -731247.750000 Penalty: 4364.856445
	Iteration 5F: 3 clusters Score -731247.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -731637.312500 Penalty: 4364.856445
	Iteration 6F: 3 clusters Score -731637.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -731990.750000 Penalty: 4364.856445
	Iteration 7F: 3 clusters Score -731990.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -732262.062500 Penalty: 4364.856445
	Iteration 8F: 3 clusters Score -732262.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -732442.625000 Penalty: 4364.856445
	Iteration 9Q: 3 clusters Score -732442.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -732575.375000 Penalty: 4364.856445
	Iteration 10Q: 3 clusters Score -732575.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -732628.500000 Penalty: 4364.856445
	Iteration 11Q: 3 clusters Score -732628.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -732662.937500 Penalty: 4364.856445
	Iteration 12Q: 3 clusters Score -732662.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -732698.562500 Penalty: 4364.856445
	Iteration 13Q: 3 clusters Score -732698.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -732718.312500 Penalty: 4364.856445
	Iteration 14Q: 3 clusters Score -732718.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -732732.000000 Penalty: 4364.856445
	Iteration 15Q: 3 clusters Score -732732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -732740.125000 Penalty: 4364.856445
	Iteration 16Q: 3 clusters Score -732740.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -732749.125000 Penalty: 4364.856445
	Iteration 17Q: 3 clusters Score -732749.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -732753.312500 Penalty: 4364.856445
	Iteration 18Q: 3 clusters Score -732753.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -732755.062500 Penalty: 4364.856445
	Iteration 19Q: 3 clusters Score -732755.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -732758.437500 Penalty: 4364.856445
	Iteration 20F: 3 clusters Score -732758.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -732763.562500 Penalty: 4364.856445
	Iteration 21Q: 3 clusters Score -732763.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -732765.500000 Penalty: 4364.856445
	Iteration 22Q: 3 clusters Score -732765.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -732766.500000 Penalty: 4364.856445
	Iteration 23Q: 3 clusters Score -732766.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -732769.000000 Penalty: 4364.856445
	Iteration 24Q: 3 clusters Score -732769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -732770.625000 Penalty: 4364.856445
	Iteration 25Q: 3 clusters Score -732770.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -732772.750000 Penalty: 4364.856445
	Iteration 26Q: 3 clusters Score -732772.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -732772.750000 Penalty: 4364.856445
	Iteration 27F: 3 clusters Score -732772.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Entering Unmasked Estep 
Score: -496878.718750 Penalty: 2079.091553
	Iteration 0F: 2 clusters Score -496878.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -492766.625000 Penalty: 4158.183105
	Iteration 0F: 3 clusters Score -492766.6 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -493771.093750 Penalty: 4158.183105
	Iteration 1F: 3 clusters Score -493771.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -494119.750000 Penalty: 4158.183105
	Iteration 2F: 3 clusters Score -494119.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -494374.312500 Penalty: 4158.183105
	Iteration 3F: 3 clusters Score -494374.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -494582.656250 Penalty: 4158.183105
	Iteration 4F: 3 clusters Score -494582.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -494771.875000 Penalty: 4158.183105
	Iteration 5F: 3 clusters Score -494771.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -494930.281250 Penalty: 4158.183105
	Iteration 6Q: 3 clusters Score -494930.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -495066.750000 Penalty: 4158.183105
	Iteration 7Q: 3 clusters Score -495066.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -495183.562500 Penalty: 4158.183105
	Iteration 8Q: 3 clusters Score -495183.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -495266.718750 Penalty: 4158.183105
	Iteration 9Q: 3 clusters Score -495266.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -495337.656250 Penalty: 4158.183105
	Iteration 10Q: 3 clusters Score -495337.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -495402.000000 Penalty: 4158.183105
	Iteration 11Q: 3 clusters Score -495402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -495449.562500 Penalty: 4158.183105
	Iteration 12Q: 3 clusters Score -495449.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -495480.593750 Penalty: 4158.183105
	Iteration 13Q: 3 clusters Score -495480.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -495505.968750 Penalty: 4158.183105
	Iteration 14Q: 3 clusters Score -495506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -495530.437500 Penalty: 4158.183105
	Iteration 15Q: 3 clusters Score -495530.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -495553.937500 Penalty: 4158.183105
	Iteration 16Q: 3 clusters Score -495553.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -495576.906250 Penalty: 4158.183105
	Iteration 17Q: 3 clusters Score -495576.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -495597.843750 Penalty: 4158.183105
	Iteration 18Q: 3 clusters Score -495597.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -495615.093750 Penalty: 4158.183105
	Iteration 19Q: 3 clusters Score -495615.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -495631.812500 Penalty: 4158.183105
	Iteration 20F: 3 clusters Score -495631.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -495644.437500 Penalty: 4158.183105
	Iteration 21Q: 3 clusters Score -495644.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -495651.281250 Penalty: 4158.183105
	Iteration 22Q: 3 clusters Score -495651.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -495659.562500 Penalty: 4158.183105
	Iteration 23Q: 3 clusters Score -495659.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -495661.625000 Penalty: 4158.183105
	Iteration 24Q: 3 clusters Score -495661.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -495666.687500 Penalty: 4158.183105
	Iteration 25Q: 3 clusters Score -495666.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -495673.218750 Penalty: 4158.183105
	Iteration 26Q: 3 clusters Score -495673.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -495678.906250 Penalty: 4158.183105
	Iteration 27Q: 3 clusters Score -495678.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -495686.937500 Penalty: 4158.183105
	Iteration 28Q: 3 clusters Score -495686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -495689.031250 Penalty: 4158.183105
	Iteration 29Q: 3 clusters Score -495689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -495692.625000 Penalty: 4158.183105
	Iteration 30Q: 3 clusters Score -495692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -495692.437500 Penalty: 4158.183105
	Iteration 31Q: 3 clusters Score -495692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -495694.968750 Penalty: 4158.183105
	Iteration 32Q: 3 clusters Score -495695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -495697.718750 Penalty: 4158.183105
	Iteration 33Q: 3 clusters Score -495697.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -495698.656250 Penalty: 4158.183105
	Iteration 34Q: 3 clusters Score -495698.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -495702.156250 Penalty: 4158.183105
	Iteration 35Q: 3 clusters Score -495702.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -495705.875000 Penalty: 4158.183105
	Iteration 36Q: 3 clusters Score -495705.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -495709.281250 Penalty: 4158.183105
	Iteration 37Q: 3 clusters Score -495709.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -495711.406250 Penalty: 4158.183105
	Iteration 38Q: 3 clusters Score -495711.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -495711.531250 Penalty: 4158.183105
	Iteration 39Q: 3 clusters Score -495711.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -495713.187500 Penalty: 4158.183105
	Iteration 40F: 3 clusters Score -495713.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Entering Unmasked Estep 
Score: -3181665.250000 Penalty: 2531.197021
	Iteration 0F: 2 clusters Score -3181665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3162978.500000 Penalty: 5062.394043
	Iteration 0F: 3 clusters Score -3162978 nChanged 12128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3169488.000000 Penalty: 5062.394043
	Iteration 1F: 3 clusters Score -3169488 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3169858.000000 Penalty: 5062.394043
	Iteration 2Q: 3 clusters Score -3169858 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3170124.250000 Penalty: 5062.394043
	Iteration 3Q: 3 clusters Score -3170124 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3170344.500000 Penalty: 5062.394043
	Iteration 4Q: 3 clusters Score -3170344 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3170486.500000 Penalty: 5062.394043
	Iteration 5Q: 3 clusters Score -3170486 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3170620.000000 Penalty: 5062.394043
	Iteration 6Q: 3 clusters Score -3170620 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3170720.000000 Penalty: 5062.394043
	Iteration 7Q: 3 clusters Score -3170720 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3170849.750000 Penalty: 5062.394043
	Iteration 8Q: 3 clusters Score -3170850 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3170935.000000 Penalty: 5062.394043
	Iteration 9Q: 3 clusters Score -3170935 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3171047.500000 Penalty: 5062.394043
	Iteration 10Q: 3 clusters Score -3171048 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3171148.500000 Penalty: 5062.394043
	Iteration 11Q: 3 clusters Score -3171148 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3171281.500000 Penalty: 5062.394043
	Iteration 12Q: 3 clusters Score -3171282 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3171438.000000 Penalty: 5062.394043
	Iteration 13Q: 3 clusters Score -3171438 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3171665.250000 Penalty: 5062.394043
	Iteration 14Q: 3 clusters Score -3171665 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3171935.250000 Penalty: 5062.394043
	Iteration 15Q: 3 clusters Score -3171935 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3172257.750000 Penalty: 5062.394043
	Iteration 16Q: 3 clusters Score -3172258 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3172730.250000 Penalty: 5062.394043
	Iteration 17Q: 3 clusters Score -3172730 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -3173353.500000 Penalty: 5062.394043
	Iteration 18Q: 3 clusters Score -3173354 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3174117.750000 Penalty: 5062.394043
	Iteration 19Q: 3 clusters Score -3174118 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3175033.000000 Penalty: 5062.394043
	Iteration 20F: 3 clusters Score -3175033 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3175997.000000 Penalty: 5062.394043
	Iteration 21Q: 3 clusters Score -3175997 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3176855.250000 Penalty: 5062.394043
	Iteration 22Q: 3 clusters Score -3176855 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3177602.750000 Penalty: 5062.394043
	Iteration 23Q: 3 clusters Score -3177603 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -3178134.250000 Penalty: 5062.394043
	Iteration 24Q: 3 clusters Score -3178134 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3178497.250000 Penalty: 5062.394043
	Iteration 25Q: 3 clusters Score -3178497 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3178752.750000 Penalty: 5062.394043
	Iteration 26Q: 3 clusters Score -3178753 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3178956.250000 Penalty: 5062.394043
	Iteration 27Q: 3 clusters Score -3178956 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3179112.750000 Penalty: 5062.394043
	Iteration 28Q: 3 clusters Score -3179113 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -3179207.750000 Penalty: 5062.394043
	Iteration 29Q: 3 clusters Score -3179208 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3179284.500000 Penalty: 5062.394043
	Iteration 30Q: 3 clusters Score -3179284 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -3179340.250000 Penalty: 5062.394043
	Iteration 31Q: 3 clusters Score -3179340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3179387.000000 Penalty: 5062.394043
	Iteration 32Q: 3 clusters Score -3179387 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3179417.250000 Penalty: 5062.394043
	Iteration 33Q: 3 clusters Score -3179417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -3179442.000000 Penalty: 5062.394043
	Iteration 34Q: 3 clusters Score -3179442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3179448.750000 Penalty: 5062.394043
	Iteration 35Q: 3 clusters Score -3179449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -3179462.500000 Penalty: 5062.394043
	Iteration 36Q: 3 clusters Score -3179462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3179470.250000 Penalty: 5062.394043
	Iteration 37Q: 3 clusters Score -3179470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3179486.250000 Penalty: 5062.394043
	Iteration 38Q: 3 clusters Score -3179486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3179488.250000 Penalty: 5062.394043
	Iteration 39Q: 3 clusters Score -3179488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3179490.750000 Penalty: 5062.394043
	Iteration 40F: 3 clusters Score -3179491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3179489.750000 Penalty: 5062.394043
	Iteration 41Q: 3 clusters Score -3179490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3179488.250000 Penalty: 5062.394043
	Iteration 42Q: 3 clusters Score -3179488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3179492.500000 Penalty: 5062.394043
	Iteration 43Q: 3 clusters Score -3179492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3179492.500000 Penalty: 5062.394043
	Iteration 44F: 3 clusters Score -3179492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -288960.531250 Penalty: 1930.446167
	Iteration 0F: 2 clusters Score -288960.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -286082.468750 Penalty: 3860.892334
	Iteration 0F: 3 clusters Score -286082.5 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -286567.312500 Penalty: 3860.892334
	Iteration 1F: 3 clusters Score -286567.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -286671.968750 Penalty: 3860.892334
	Iteration 2F: 3 clusters Score -286672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -286725.937500 Penalty: 3860.892334
	Iteration 3Q: 3 clusters Score -286725.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -286766.125000 Penalty: 3860.892334
	Iteration 4Q: 3 clusters Score -286766.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -286807.375000 Penalty: 3860.892334
	Iteration 5Q: 3 clusters Score -286807.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -286832.593750 Penalty: 3860.892334
	Iteration 6Q: 3 clusters Score -286832.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -286853.187500 Penalty: 3860.892334
	Iteration 7Q: 3 clusters Score -286853.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -286873.937500 Penalty: 3860.892334
	Iteration 8Q: 3 clusters Score -286873.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -286886.312500 Penalty: 3860.892334
	Iteration 9Q: 3 clusters Score -286886.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -286899.593750 Penalty: 3860.892334
	Iteration 10Q: 3 clusters Score -286899.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -286910.906250 Penalty: 3860.892334
	Iteration 11Q: 3 clusters Score -286910.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -286922.406250 Penalty: 3860.892334
	Iteration 12Q: 3 clusters Score -286922.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -286929.656250 Penalty: 3860.892334
	Iteration 13Q: 3 clusters Score -286929.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -286938.031250 Penalty: 3860.892334
	Iteration 14Q: 3 clusters Score -286938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -286946.031250 Penalty: 3860.892334
	Iteration 15Q: 3 clusters Score -286946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -286953.968750 Penalty: 3860.892334
	Iteration 16Q: 3 clusters Score -286954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -286964.312500 Penalty: 3860.892334
	Iteration 17Q: 3 clusters Score -286964.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -286970.562500 Penalty: 3860.892334
	Iteration 18Q: 3 clusters Score -286970.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -286976.875000 Penalty: 3860.892334
	Iteration 19Q: 3 clusters Score -286976.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -286980.062500 Penalty: 3860.892334
	Iteration 20F: 3 clusters Score -286980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -286981.156250 Penalty: 3860.892334
	Iteration 21Q: 3 clusters Score -286981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -286982.500000 Penalty: 3860.892334
	Iteration 22Q: 3 clusters Score -286982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -286984.718750 Penalty: 3860.892334
	Iteration 23Q: 3 clusters Score -286984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -286986.062500 Penalty: 3860.892334
	Iteration 24Q: 3 clusters Score -286986.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -286987.093750 Penalty: 3860.892334
	Iteration 25Q: 3 clusters Score -286987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -286988.437500 Penalty: 3860.892334
	Iteration 26Q: 3 clusters Score -286988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -286990.531250 Penalty: 3860.892334
	Iteration 27Q: 3 clusters Score -286990.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -286991.781250 Penalty: 3860.892334
	Iteration 28Q: 3 clusters Score -286991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -286992.187500 Penalty: 3860.892334
	Iteration 29Q: 3 clusters Score -286992.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -286992.187500 Penalty: 3860.892334
	Iteration 30F: 3 clusters Score -286992.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Entering Unmasked Estep 
Score: -2649570.500000 Penalty: 2486.342041
	Iteration 0F: 2 clusters Score -2649570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2633921.250000 Penalty: 4972.684082
	Iteration 0F: 3 clusters Score -2633921 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2639384.750000 Penalty: 4972.684082
	Iteration 1F: 3 clusters Score -2639385 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2639909.000000 Penalty: 4972.684082
	Iteration 2F: 3 clusters Score -2639909 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2640434.000000 Penalty: 4972.684082
	Iteration 3Q: 3 clusters Score -2640434 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2641171.750000 Penalty: 4972.684082
	Iteration 4F: 3 clusters Score -2641172 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2642155.250000 Penalty: 4972.684082
	Iteration 5F: 3 clusters Score -2642155 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2643403.250000 Penalty: 4972.684082
	Iteration 6F: 3 clusters Score -2643403 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2644640.750000 Penalty: 4972.684082
	Iteration 7F: 3 clusters Score -2644641 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2645657.750000 Penalty: 4972.684082
	Iteration 8F: 3 clusters Score -2645658 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2646383.750000 Penalty: 4972.684082
	Iteration 9Q: 3 clusters Score -2646384 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2646832.750000 Penalty: 4972.684082
	Iteration 10Q: 3 clusters Score -2646833 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -2647109.000000 Penalty: 4972.684082
	Iteration 11Q: 3 clusters Score -2647109 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2647268.500000 Penalty: 4972.684082
	Iteration 12Q: 3 clusters Score -2647268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2647378.500000 Penalty: 4972.684082
	Iteration 13Q: 3 clusters Score -2647378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2647456.750000 Penalty: 4972.684082
	Iteration 14Q: 3 clusters Score -2647457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2647490.000000 Penalty: 4972.684082
	Iteration 15Q: 3 clusters Score -2647490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2647502.750000 Penalty: 4972.684082
	Iteration 16Q: 3 clusters Score -2647503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -2647508.750000 Penalty: 4972.684082
	Iteration 17Q: 3 clusters Score -2647509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2647509.750000 Penalty: 4972.684082
	Iteration 18Q: 3 clusters Score -2647510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2647516.000000 Penalty: 4972.684082
	Iteration 19Q: 3 clusters Score -2647516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2647526.250000 Penalty: 4972.684082
	Iteration 20F: 3 clusters Score -2647526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2647531.750000 Penalty: 4972.684082
	Iteration 21Q: 3 clusters Score -2647532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2647543.500000 Penalty: 4972.684082
	Iteration 22Q: 3 clusters Score -2647544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2647546.500000 Penalty: 4972.684082
	Iteration 23Q: 3 clusters Score -2647546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2647544.250000 Penalty: 4972.684082
	Iteration 24Q: 3 clusters Score -2647544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2647546.500000 Penalty: 4972.684082
	Iteration 25Q: 3 clusters Score -2647546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -2647554.500000 Penalty: 4972.684082
	Iteration 26Q: 3 clusters Score -2647554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2647560.000000 Penalty: 4972.684082
	Iteration 27Q: 3 clusters Score -2647560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2647562.250000 Penalty: 4972.684082
	Iteration 28Q: 3 clusters Score -2647562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2647567.500000 Penalty: 4972.684082
	Iteration 29Q: 3 clusters Score -2647568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2647569.000000 Penalty: 4972.684082
	Iteration 30Q: 3 clusters Score -2647569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2647569.000000 Penalty: 4972.684082
	Iteration 31Q: 3 clusters Score -2647569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2647569.000000 Penalty: 4972.684082
	Iteration 32F: 3 clusters Score -2647569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -273649.906250 Penalty: 1925.861206
	Iteration 0F: 2 clusters Score -273649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -270772.031250 Penalty: 3851.722412
	Iteration 0F: 3 clusters Score -270772 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -271310.250000 Penalty: 3851.722412
	Iteration 1F: 3 clusters Score -271310.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -271444.468750 Penalty: 3851.722412
	Iteration 2F: 3 clusters Score -271444.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -271516.718750 Penalty: 3851.722412
	Iteration 3Q: 3 clusters Score -271516.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -271560.187500 Penalty: 3851.722412
	Iteration 4Q: 3 clusters Score -271560.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -271592.968750 Penalty: 3851.722412
	Iteration 5Q: 3 clusters Score -271593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -271622.812500 Penalty: 3851.722412
	Iteration 6Q: 3 clusters Score -271622.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -271644.718750 Penalty: 3851.722412
	Iteration 7Q: 3 clusters Score -271644.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -271653.593750 Penalty: 3851.722412
	Iteration 8Q: 3 clusters Score -271653.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -271662.093750 Penalty: 3851.722412
	Iteration 9Q: 3 clusters Score -271662.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -271671.968750 Penalty: 3851.722412
	Iteration 10Q: 3 clusters Score -271672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -271679.468750 Penalty: 3851.722412
	Iteration 11Q: 3 clusters Score -271679.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -271684.437500 Penalty: 3851.722412
	Iteration 12Q: 3 clusters Score -271684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -271688.812500 Penalty: 3851.722412
	Iteration 13Q: 3 clusters Score -271688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -271690.562500 Penalty: 3851.722412
	Iteration 14Q: 3 clusters Score -271690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -271691.687500 Penalty: 3851.722412
	Iteration 15Q: 3 clusters Score -271691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -271692.312500 Penalty: 3851.722412
	Iteration 16Q: 3 clusters Score -271692.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -271692.656250 Penalty: 3851.722412
	Iteration 17Q: 3 clusters Score -271692.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -271693.750000 Penalty: 3851.722412
	Iteration 18Q: 3 clusters Score -271693.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -271694.281250 Penalty: 3851.722412
	Iteration 19Q: 3 clusters Score -271694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -271694.375000 Penalty: 3851.722412
	Iteration 20F: 3 clusters Score -271694.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58907.503906 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57347.363281 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -57347.36 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57641.597656 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -57641.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57817.824219 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -57817.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57980.433594 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57980.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58113.011719 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -58113.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58335.042969 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -58335.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58512.597656 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -58512.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58600.574219 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -58600.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58695.355469 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -58695.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -58786.703125 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -58786.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58889.238281 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -58889.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58904.082031 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -58904.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -58906.175781 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -58906.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -58910.054688 Penalty: 3151.767578
	Iteration 13F: 3 clusters Score -58910.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -58922.386719 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -58922.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58931.242188 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -58931.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58935.324219 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -58935.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58945.550781 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -58945.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58945.550781 Penalty: 3151.767578
	Iteration 18F: 3 clusters Score -58945.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 27077 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22597 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144893 members 
Mstep: Class 11 contains 3815 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316647 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65645 members 
Mstep: Class 20 contains 76999 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34559 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16704 members 
Mstep: Class 28 contains 43388 members 
Mstep: Class 29 contains 15155 members 
Mstep: Class 30 contains 394 members 
Entering Unmasked Estep 
Score: -92691600.000000 Penalty: 101310.343750
Splitting cluster 7 changes total score from -92693320.000000 to -92691600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Entering Unmasked Estep 
Score: -606652.625000 Penalty: 2128.764893
	Iteration 0F: 2 clusters Score -606652.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -601874.625000 Penalty: 4257.529785
	Iteration 0F: 3 clusters Score -601874.6 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -603057.812500 Penalty: 4257.529785
	Iteration 1F: 3 clusters Score -603057.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -603267.937500 Penalty: 4257.529785
	Iteration 2F: 3 clusters Score -603267.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -603395.000000 Penalty: 4257.529785
	Iteration 3Q: 3 clusters Score -603395 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -603467.750000 Penalty: 4257.529785
	Iteration 4Q: 3 clusters Score -603467.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -603524.750000 Penalty: 4257.529785
	Iteration 5Q: 3 clusters Score -603524.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -603579.062500 Penalty: 4257.529785
	Iteration 6Q: 3 clusters Score -603579.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -603626.625000 Penalty: 4257.529785
	Iteration 7Q: 3 clusters Score -603626.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -603665.500000 Penalty: 4257.529785
	Iteration 8Q: 3 clusters Score -603665.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -603695.375000 Penalty: 4257.529785
	Iteration 9Q: 3 clusters Score -603695.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -603722.000000 Penalty: 4257.529785
	Iteration 10Q: 3 clusters Score -603722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -603745.687500 Penalty: 4257.529785
	Iteration 11Q: 3 clusters Score -603745.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -603769.250000 Penalty: 4257.529785
	Iteration 12Q: 3 clusters Score -603769.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -603791.500000 Penalty: 4257.529785
	Iteration 13Q: 3 clusters Score -603791.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -603817.312500 Penalty: 4257.529785
	Iteration 14Q: 3 clusters Score -603817.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -603851.187500 Penalty: 4257.529785
	Iteration 15Q: 3 clusters Score -603851.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -603888.500000 Penalty: 4257.529785
	Iteration 16Q: 3 clusters Score -603888.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -603927.312500 Penalty: 4257.529785
	Iteration 17Q: 3 clusters Score -603927.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -603969.562500 Penalty: 4257.529785
	Iteration 18Q: 3 clusters Score -603969.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -604011.687500 Penalty: 4257.529785
	Iteration 19Q: 3 clusters Score -604011.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -604055.812500 Penalty: 4257.529785
	Iteration 20F: 3 clusters Score -604055.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -604097.375000 Penalty: 4257.529785
	Iteration 21Q: 3 clusters Score -604097.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -604135.250000 Penalty: 4257.529785
	Iteration 22Q: 3 clusters Score -604135.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -604178.562500 Penalty: 4257.529785
	Iteration 23Q: 3 clusters Score -604178.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -604217.000000 Penalty: 4257.529785
	Iteration 24Q: 3 clusters Score -604217 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -604263.250000 Penalty: 4257.529785
	Iteration 25Q: 3 clusters Score -604263.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -604302.812500 Penalty: 4257.529785
	Iteration 26Q: 3 clusters Score -604302.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -604333.250000 Penalty: 4257.529785
	Iteration 27Q: 3 clusters Score -604333.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -604379.875000 Penalty: 4257.529785
	Iteration 28Q: 3 clusters Score -604379.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -604440.250000 Penalty: 4257.529785
	Iteration 29Q: 3 clusters Score -604440.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -604490.437500 Penalty: 4257.529785
	Iteration 30Q: 3 clusters Score -604490.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -604522.687500 Penalty: 4257.529785
	Iteration 31Q: 3 clusters Score -604522.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -604555.437500 Penalty: 4257.529785
	Iteration 32Q: 3 clusters Score -604555.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -604584.687500 Penalty: 4257.529785
	Iteration 33Q: 3 clusters Score -604584.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -604614.562500 Penalty: 4257.529785
	Iteration 34Q: 3 clusters Score -604614.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -604640.812500 Penalty: 4257.529785
	Iteration 35Q: 3 clusters Score -604640.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -604656.562500 Penalty: 4257.529785
	Iteration 36Q: 3 clusters Score -604656.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -604672.687500 Penalty: 4257.529785
	Iteration 37Q: 3 clusters Score -604672.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -604682.875000 Penalty: 4257.529785
	Iteration 38Q: 3 clusters Score -604682.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -604693.437500 Penalty: 4257.529785
	Iteration 39Q: 3 clusters Score -604693.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -604710.187500 Penalty: 4257.529785
	Iteration 40F: 3 clusters Score -604710.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -604721.562500 Penalty: 4257.529785
	Iteration 41Q: 3 clusters Score -604721.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -604729.937500 Penalty: 4257.529785
	Iteration 42Q: 3 clusters Score -604729.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -604735.750000 Penalty: 4257.529785
	Iteration 43Q: 3 clusters Score -604735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -604741.062500 Penalty: 4257.529785
	Iteration 44Q: 3 clusters Score -604741.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -604748.000000 Penalty: 4257.529785
	Iteration 45Q: 3 clusters Score -604748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -604750.125000 Penalty: 4257.529785
	Iteration 46Q: 3 clusters Score -604750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -604749.875000 Penalty: 4257.529785
	Iteration 47Q: 3 clusters Score -604749.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -604749.875000 Penalty: 4257.529785
	Iteration 48F: 3 clusters Score -604749.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Entering Unmasked Estep 
Score: -1406449.875000 Penalty: 2349.573975
	Iteration 0F: 2 clusters Score -1406450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1396909.000000 Penalty: 4699.147949
	Iteration 0F: 3 clusters Score -1396909 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1399987.000000 Penalty: 4699.147949
	Iteration 1F: 3 clusters Score -1399987 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1400324.125000 Penalty: 4699.147949
	Iteration 2F: 3 clusters Score -1400324 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1400562.125000 Penalty: 4699.147949
	Iteration 3Q: 3 clusters Score -1400562 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1400735.375000 Penalty: 4699.147949
	Iteration 4Q: 3 clusters Score -1400735 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1400875.000000 Penalty: 4699.147949
	Iteration 5Q: 3 clusters Score -1400875 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1400991.250000 Penalty: 4699.147949
	Iteration 6Q: 3 clusters Score -1400991 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1401103.500000 Penalty: 4699.147949
	Iteration 7Q: 3 clusters Score -1401104 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1401201.625000 Penalty: 4699.147949
	Iteration 8Q: 3 clusters Score -1401202 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1401291.625000 Penalty: 4699.147949
	Iteration 9Q: 3 clusters Score -1401292 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1401377.250000 Penalty: 4699.147949
	Iteration 10Q: 3 clusters Score -1401377 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1401469.625000 Penalty: 4699.147949
	Iteration 11Q: 3 clusters Score -1401470 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1401565.625000 Penalty: 4699.147949
	Iteration 12Q: 3 clusters Score -1401566 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1401671.500000 Penalty: 4699.147949
	Iteration 13Q: 3 clusters Score -1401672 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1401781.625000 Penalty: 4699.147949
	Iteration 14Q: 3 clusters Score -1401782 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1401907.625000 Penalty: 4699.147949
	Iteration 15Q: 3 clusters Score -1401908 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1402073.250000 Penalty: 4699.147949
	Iteration 16Q: 3 clusters Score -1402073 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1402227.125000 Penalty: 4699.147949
	Iteration 17Q: 3 clusters Score -1402227 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1402376.750000 Penalty: 4699.147949
	Iteration 18Q: 3 clusters Score -1402377 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1402527.375000 Penalty: 4699.147949
	Iteration 19Q: 3 clusters Score -1402527 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1402691.250000 Penalty: 4699.147949
	Iteration 20F: 3 clusters Score -1402691 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1402856.750000 Penalty: 4699.147949
	Iteration 21Q: 3 clusters Score -1402857 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1403009.125000 Penalty: 4699.147949
	Iteration 22Q: 3 clusters Score -1403009 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1403138.375000 Penalty: 4699.147949
	Iteration 23Q: 3 clusters Score -1403138 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1403269.000000 Penalty: 4699.147949
	Iteration 24Q: 3 clusters Score -1403269 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1403382.750000 Penalty: 4699.147949
	Iteration 25Q: 3 clusters Score -1403383 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1403481.250000 Penalty: 4699.147949
	Iteration 26Q: 3 clusters Score -1403481 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1403567.375000 Penalty: 4699.147949
	Iteration 27Q: 3 clusters Score -1403567 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1403667.625000 Penalty: 4699.147949
	Iteration 28Q: 3 clusters Score -1403668 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1403762.125000 Penalty: 4699.147949
	Iteration 29Q: 3 clusters Score -1403762 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1403861.875000 Penalty: 4699.147949
	Iteration 30Q: 3 clusters Score -1403862 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1403968.000000 Penalty: 4699.147949
	Iteration 31Q: 3 clusters Score -1403968 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1404071.750000 Penalty: 4699.147949
	Iteration 32Q: 3 clusters Score -1404072 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1404154.375000 Penalty: 4699.147949
	Iteration 33Q: 3 clusters Score -1404154 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1404214.375000 Penalty: 4699.147949
	Iteration 34Q: 3 clusters Score -1404214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1404275.000000 Penalty: 4699.147949
	Iteration 35Q: 3 clusters Score -1404275 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1404310.875000 Penalty: 4699.147949
	Iteration 36Q: 3 clusters Score -1404311 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1404342.000000 Penalty: 4699.147949
	Iteration 37Q: 3 clusters Score -1404342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1404364.875000 Penalty: 4699.147949
	Iteration 38Q: 3 clusters Score -1404365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1404392.000000 Penalty: 4699.147949
	Iteration 39Q: 3 clusters Score -1404392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1404408.000000 Penalty: 4699.147949
	Iteration 40F: 3 clusters Score -1404408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1404419.000000 Penalty: 4699.147949
	Iteration 41Q: 3 clusters Score -1404419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1404423.375000 Penalty: 4699.147949
	Iteration 42Q: 3 clusters Score -1404423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1404424.750000 Penalty: 4699.147949
	Iteration 43Q: 3 clusters Score -1404425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1404429.750000 Penalty: 4699.147949
	Iteration 44Q: 3 clusters Score -1404430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1404433.500000 Penalty: 4699.147949
	Iteration 45Q: 3 clusters Score -1404434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1404438.250000 Penalty: 4699.147949
	Iteration 46Q: 3 clusters Score -1404438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1404439.750000 Penalty: 4699.147949
	Iteration 47Q: 3 clusters Score -1404440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1404441.000000 Penalty: 4699.147949
	Iteration 48Q: 3 clusters Score -1404441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1404447.250000 Penalty: 4699.147949
	Iteration 49Q: 3 clusters Score -1404447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1404453.000000 Penalty: 4699.147949
	Iteration 50Q: 3 clusters Score -1404453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1404456.625000 Penalty: 4699.147949
	Iteration 51Q: 3 clusters Score -1404457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1404459.000000 Penalty: 4699.147949
	Iteration 52Q: 3 clusters Score -1404459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1404472.000000 Penalty: 4699.147949
	Iteration 53Q: 3 clusters Score -1404472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1404478.125000 Penalty: 4699.147949
	Iteration 54Q: 3 clusters Score -1404478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1404480.750000 Penalty: 4699.147949
	Iteration 55Q: 3 clusters Score -1404481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1404487.000000 Penalty: 4699.147949
	Iteration 56Q: 3 clusters Score -1404487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1404488.500000 Penalty: 4699.147949
	Iteration 57Q: 3 clusters Score -1404488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1404486.750000 Penalty: 4699.147949
	Iteration 58Q: 3 clusters Score -1404487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1404486.750000 Penalty: 4699.147949
	Iteration 59F: 3 clusters Score -1404487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (144893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144893 members 
Entering Unmasked Estep 
Score: -16873424.000000 Penalty: 2947.170166
	Iteration 0F: 2 clusters Score -1.687342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72377 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -16776452.000000 Penalty: 5894.340332
	Iteration 0F: 3 clusters Score -1.677645e+07 nChanged 68941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 71713 members 
Entering Unmasked Estep 
Score: -16816178.000000 Penalty: 5894.340332
	Iteration 1F: 3 clusters Score -1.681618e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -16817012.000000 Penalty: 5894.340332
	Iteration 2Q: 3 clusters Score -1.681701e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -16818112.000000 Penalty: 5894.340332
	Iteration 3Q: 3 clusters Score -1.681811e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Mstep: Class 2 contains 70657 members 
Entering Unmasked Estep 
Score: -16819354.000000 Penalty: 5894.340332
	Iteration 4Q: 3 clusters Score -1.681935e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -16820666.000000 Penalty: 5894.340332
	Iteration 5Q: 3 clusters Score -1.682067e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -16822078.000000 Penalty: 5894.340332
	Iteration 6Q: 3 clusters Score -1.682208e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -16823884.000000 Penalty: 5894.340332
	Iteration 7Q: 3 clusters Score -1.682388e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80553 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -16826200.000000 Penalty: 5894.340332
	Iteration 8Q: 3 clusters Score -1.68262e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -16829364.000000 Penalty: 5894.340332
	Iteration 9Q: 3 clusters Score -1.682936e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88938 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -16834444.000000 Penalty: 5894.340332
	Iteration 10F: 3 clusters Score -1.683444e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -16841184.000000 Penalty: 5894.340332
	Iteration 11F: 3 clusters Score -1.684118e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99405 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -16847192.000000 Penalty: 5894.340332
	Iteration 12F: 3 clusters Score -1.684719e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -16850950.000000 Penalty: 5894.340332
	Iteration 13Q: 3 clusters Score -1.685095e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -16853192.000000 Penalty: 5894.340332
	Iteration 14Q: 3 clusters Score -1.685319e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110930 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -16854892.000000 Penalty: 5894.340332
	Iteration 15Q: 3 clusters Score -1.685489e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -16856540.000000 Penalty: 5894.340332
	Iteration 16Q: 3 clusters Score -1.685654e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -16858130.000000 Penalty: 5894.340332
	Iteration 17Q: 3 clusters Score -1.685813e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121198 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -16859796.000000 Penalty: 5894.340332
	Iteration 18Q: 3 clusters Score -1.68598e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -16861150.000000 Penalty: 5894.340332
	Iteration 19Q: 3 clusters Score -1.686115e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127051 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -16862618.000000 Penalty: 5894.340332
	Iteration 20F: 3 clusters Score -1.686262e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129555 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -16863852.000000 Penalty: 5894.340332
	Iteration 21Q: 3 clusters Score -1.686385e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131804 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -16865014.000000 Penalty: 5894.340332
	Iteration 22Q: 3 clusters Score -1.686501e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133748 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -16865936.000000 Penalty: 5894.340332
	Iteration 23Q: 3 clusters Score -1.686594e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135390 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -16866710.000000 Penalty: 5894.340332
	Iteration 24Q: 3 clusters Score -1.686671e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136837 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -16867362.000000 Penalty: 5894.340332
	Iteration 25Q: 3 clusters Score -1.686736e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138094 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -16867992.000000 Penalty: 5894.340332
	Iteration 26Q: 3 clusters Score -1.686799e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139186 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -16868550.000000 Penalty: 5894.340332
	Iteration 27Q: 3 clusters Score -1.686855e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140137 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -16869002.000000 Penalty: 5894.340332
	Iteration 28Q: 3 clusters Score -1.6869e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140960 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -16869462.000000 Penalty: 5894.340332
	Iteration 29Q: 3 clusters Score -1.686946e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141618 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -16869816.000000 Penalty: 5894.340332
	Iteration 30Q: 3 clusters Score -1.686982e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142147 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -16870106.000000 Penalty: 5894.340332
	Iteration 31Q: 3 clusters Score -1.687011e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142535 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -16870302.000000 Penalty: 5894.340332
	Iteration 32Q: 3 clusters Score -1.68703e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142817 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -16870440.000000 Penalty: 5894.340332
	Iteration 33Q: 3 clusters Score -1.687044e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143027 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -16870536.000000 Penalty: 5894.340332
	Iteration 34Q: 3 clusters Score -1.687054e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143187 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -16870604.000000 Penalty: 5894.340332
	Iteration 35Q: 3 clusters Score -1.68706e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143334 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -16870676.000000 Penalty: 5894.340332
	Iteration 36Q: 3 clusters Score -1.687068e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143444 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -16870734.000000 Penalty: 5894.340332
	Iteration 37Q: 3 clusters Score -1.687073e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143537 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -16870770.000000 Penalty: 5894.340332
	Iteration 38Q: 3 clusters Score -1.687077e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143607 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -16870784.000000 Penalty: 5894.340332
	Iteration 39Q: 3 clusters Score -1.687078e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143677 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -16870824.000000 Penalty: 5894.340332
	Iteration 40F: 3 clusters Score -1.687082e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143734 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -16870864.000000 Penalty: 5894.340332
	Iteration 41Q: 3 clusters Score -1.687086e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143779 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -16870874.000000 Penalty: 5894.340332
	Iteration 42Q: 3 clusters Score -1.687087e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143815 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -16870912.000000 Penalty: 5894.340332
	Iteration 43Q: 3 clusters Score -1.687091e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -16870916.000000 Penalty: 5894.340332
	Iteration 44Q: 3 clusters Score -1.687092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143859 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16870924.000000 Penalty: 5894.340332
	Iteration 45Q: 3 clusters Score -1.687092e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143881 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -16870926.000000 Penalty: 5894.340332
	Iteration 46Q: 3 clusters Score -1.687093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143889 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -16870924.000000 Penalty: 5894.340332
	Iteration 47Q: 3 clusters Score -1.687092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143898 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -16870946.000000 Penalty: 5894.340332
	Iteration 48Q: 3 clusters Score -1.687095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143909 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -16870944.000000 Penalty: 5894.340332
	Iteration 49Q: 3 clusters Score -1.687094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143923 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -16870946.000000 Penalty: 5894.340332
	Iteration 50Q: 3 clusters Score -1.687095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143931 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -16870956.000000 Penalty: 5894.340332
	Iteration 51Q: 3 clusters Score -1.687096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143941 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16870958.000000 Penalty: 5894.340332
	Iteration 52Q: 3 clusters Score -1.687096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143946 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16870956.000000 Penalty: 5894.340332
	Iteration 53Q: 3 clusters Score -1.687096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143948 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -16870974.000000 Penalty: 5894.340332
	Iteration 54Q: 3 clusters Score -1.687097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143955 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -16870962.000000 Penalty: 5894.340332
	Iteration 55Q: 3 clusters Score -1.687096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143962 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16870966.000000 Penalty: 5894.340332
	Iteration 56Q: 3 clusters Score -1.687097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143970 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -16870972.000000 Penalty: 5894.340332
	Iteration 57Q: 3 clusters Score -1.687097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143978 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -16870972.000000 Penalty: 5894.340332
	Iteration 58Q: 3 clusters Score -1.687097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143979 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -16870982.000000 Penalty: 5894.340332
	Iteration 59Q: 3 clusters Score -1.687098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143980 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -16870980.000000 Penalty: 5894.340332
	Iteration 60F: 3 clusters Score -1.687098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143980 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -16870986.000000 Penalty: 5894.340332
	Iteration 61Q: 3 clusters Score -1.687099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143982 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -16870986.000000 Penalty: 5894.340332
	Iteration 62Q: 3 clusters Score -1.687099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143983 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -16870978.000000 Penalty: 5894.340332
	Iteration 63Q: 3 clusters Score -1.687098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143985 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -16870994.000000 Penalty: 5894.340332
	Iteration 64Q: 3 clusters Score -1.687099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143995 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -16870990.000000 Penalty: 5894.340332
	Iteration 65Q: 3 clusters Score -1.687099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143997 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -16870990.000000 Penalty: 5894.340332
	Iteration 66Q: 3 clusters Score -1.687099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144001 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16871004.000000 Penalty: 5894.340332
	Iteration 67Q: 3 clusters Score -1.6871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144006 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16871002.000000 Penalty: 5894.340332
	Iteration 68Q: 3 clusters Score -1.6871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144007 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -16871002.000000 Penalty: 5894.340332
	Iteration 69Q: 3 clusters Score -1.6871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144008 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -16871002.000000 Penalty: 5894.340332
	Iteration 70Q: 3 clusters Score -1.6871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144008 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -16871002.000000 Penalty: 5894.340332
	Iteration 71F: 3 clusters Score -1.6871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Entering Unmasked Estep 
Score: -438721.031250 Penalty: 2045.180542
	Iteration 0F: 2 clusters Score -438721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -434897.250000 Penalty: 4090.361084
	Iteration 0F: 3 clusters Score -434897.2 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -435723.531250 Penalty: 4090.361084
	Iteration 1F: 3 clusters Score -435723.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -435948.500000 Penalty: 4090.361084
	Iteration 2F: 3 clusters Score -435948.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -436089.250000 Penalty: 4090.361084
	Iteration 3F: 3 clusters Score -436089.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -436159.562500 Penalty: 4090.361084
	Iteration 4Q: 3 clusters Score -436159.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -436217.031250 Penalty: 4090.361084
	Iteration 5Q: 3 clusters Score -436217 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -436261.093750 Penalty: 4090.361084
	Iteration 6Q: 3 clusters Score -436261.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -436305.812500 Penalty: 4090.361084
	Iteration 7Q: 3 clusters Score -436305.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -436339.687500 Penalty: 4090.361084
	Iteration 8Q: 3 clusters Score -436339.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -436368.281250 Penalty: 4090.361084
	Iteration 9Q: 3 clusters Score -436368.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -436388.156250 Penalty: 4090.361084
	Iteration 10Q: 3 clusters Score -436388.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -436412.093750 Penalty: 4090.361084
	Iteration 11Q: 3 clusters Score -436412.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -436436.093750 Penalty: 4090.361084
	Iteration 12Q: 3 clusters Score -436436.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -436460.125000 Penalty: 4090.361084
	Iteration 13Q: 3 clusters Score -436460.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -436484.968750 Penalty: 4090.361084
	Iteration 14Q: 3 clusters Score -436485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -436507.062500 Penalty: 4090.361084
	Iteration 15Q: 3 clusters Score -436507.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -436522.718750 Penalty: 4090.361084
	Iteration 16Q: 3 clusters Score -436522.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -436542.750000 Penalty: 4090.361084
	Iteration 17Q: 3 clusters Score -436542.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -436564.593750 Penalty: 4090.361084
	Iteration 18Q: 3 clusters Score -436564.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -436581.218750 Penalty: 4090.361084
	Iteration 19Q: 3 clusters Score -436581.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -436598.968750 Penalty: 4090.361084
	Iteration 20F: 3 clusters Score -436599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -436618.718750 Penalty: 4090.361084
	Iteration 21Q: 3 clusters Score -436618.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -436636.000000 Penalty: 4090.361084
	Iteration 22Q: 3 clusters Score -436636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -436653.375000 Penalty: 4090.361084
	Iteration 23Q: 3 clusters Score -436653.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -436669.906250 Penalty: 4090.361084
	Iteration 24Q: 3 clusters Score -436669.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -436684.968750 Penalty: 4090.361084
	Iteration 25Q: 3 clusters Score -436685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -436699.812500 Penalty: 4090.361084
	Iteration 26Q: 3 clusters Score -436699.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -436717.250000 Penalty: 4090.361084
	Iteration 27Q: 3 clusters Score -436717.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -436728.437500 Penalty: 4090.361084
	Iteration 28Q: 3 clusters Score -436728.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -436737.656250 Penalty: 4090.361084
	Iteration 29Q: 3 clusters Score -436737.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -436745.375000 Penalty: 4090.361084
	Iteration 30Q: 3 clusters Score -436745.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -436754.593750 Penalty: 4090.361084
	Iteration 31Q: 3 clusters Score -436754.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -436766.718750 Penalty: 4090.361084
	Iteration 32Q: 3 clusters Score -436766.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -436779.187500 Penalty: 4090.361084
	Iteration 33Q: 3 clusters Score -436779.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -436787.875000 Penalty: 4090.361084
	Iteration 34Q: 3 clusters Score -436787.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -436799.250000 Penalty: 4090.361084
	Iteration 35Q: 3 clusters Score -436799.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -436809.156250 Penalty: 4090.361084
	Iteration 36Q: 3 clusters Score -436809.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -436818.125000 Penalty: 4090.361084
	Iteration 37Q: 3 clusters Score -436818.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -436826.781250 Penalty: 4090.361084
	Iteration 38Q: 3 clusters Score -436826.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -436835.000000 Penalty: 4090.361084
	Iteration 39Q: 3 clusters Score -436835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -436842.031250 Penalty: 4090.361084
	Iteration 40F: 3 clusters Score -436842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -436848.531250 Penalty: 4090.361084
	Iteration 41Q: 3 clusters Score -436848.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -436858.500000 Penalty: 4090.361084
	Iteration 42Q: 3 clusters Score -436858.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -436870.843750 Penalty: 4090.361084
	Iteration 43Q: 3 clusters Score -436870.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -436880.781250 Penalty: 4090.361084
	Iteration 44Q: 3 clusters Score -436880.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -436893.875000 Penalty: 4090.361084
	Iteration 45Q: 3 clusters Score -436893.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -436906.531250 Penalty: 4090.361084
	Iteration 46Q: 3 clusters Score -436906.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -436922.125000 Penalty: 4090.361084
	Iteration 47Q: 3 clusters Score -436922.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -436934.218750 Penalty: 4090.361084
	Iteration 48Q: 3 clusters Score -436934.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -436945.906250 Penalty: 4090.361084
	Iteration 49Q: 3 clusters Score -436945.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -436955.437500 Penalty: 4090.361084
	Iteration 50Q: 3 clusters Score -436955.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -436967.750000 Penalty: 4090.361084
	Iteration 51Q: 3 clusters Score -436967.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -436977.093750 Penalty: 4090.361084
	Iteration 52Q: 3 clusters Score -436977.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -436983.093750 Penalty: 4090.361084
	Iteration 53Q: 3 clusters Score -436983.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -436989.937500 Penalty: 4090.361084
	Iteration 54Q: 3 clusters Score -436989.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -436996.625000 Penalty: 4090.361084
	Iteration 55Q: 3 clusters Score -436996.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -437001.875000 Penalty: 4090.361084
	Iteration 56Q: 3 clusters Score -437001.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -437008.406250 Penalty: 4090.361084
	Iteration 57Q: 3 clusters Score -437008.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -437016.218750 Penalty: 4090.361084
	Iteration 58Q: 3 clusters Score -437016.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -437024.625000 Penalty: 4090.361084
	Iteration 59Q: 3 clusters Score -437024.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -437031.718750 Penalty: 4090.361084
	Iteration 60F: 3 clusters Score -437031.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -437037.281250 Penalty: 4090.361084
	Iteration 61Q: 3 clusters Score -437037.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -437044.156250 Penalty: 4090.361084
	Iteration 62Q: 3 clusters Score -437044.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -437051.062500 Penalty: 4090.361084
	Iteration 63Q: 3 clusters Score -437051.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -437056.906250 Penalty: 4090.361084
	Iteration 64Q: 3 clusters Score -437056.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -437060.375000 Penalty: 4090.361084
	Iteration 65Q: 3 clusters Score -437060.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -437062.843750 Penalty: 4090.361084
	Iteration 66Q: 3 clusters Score -437062.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -437065.968750 Penalty: 4090.361084
	Iteration 67Q: 3 clusters Score -437066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -437069.437500 Penalty: 4090.361084
	Iteration 68Q: 3 clusters Score -437069.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -437071.218750 Penalty: 4090.361084
	Iteration 69Q: 3 clusters Score -437071.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -437073.281250 Penalty: 4090.361084
	Iteration 70Q: 3 clusters Score -437073.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -437075.187500 Penalty: 4090.361084
	Iteration 71Q: 3 clusters Score -437075.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -437078.937500 Penalty: 4090.361084
	Iteration 72Q: 3 clusters Score -437078.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -437080.812500 Penalty: 4090.361084
	Iteration 73Q: 3 clusters Score -437080.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -437085.406250 Penalty: 4090.361084
	Iteration 74Q: 3 clusters Score -437085.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -437088.156250 Penalty: 4090.361084
	Iteration 75Q: 3 clusters Score -437088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -437089.906250 Penalty: 4090.361084
	Iteration 76Q: 3 clusters Score -437089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -437090.500000 Penalty: 4090.361084
	Iteration 77Q: 3 clusters Score -437090.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -437092.000000 Penalty: 4090.361084
	Iteration 78Q: 3 clusters Score -437092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -437092.781250 Penalty: 4090.361084
	Iteration 79Q: 3 clusters Score -437092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -437093.281250 Penalty: 4090.361084
	Iteration 80F: 3 clusters Score -437093.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -34984.378906 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34984.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33662.417969 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33662.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33769.832031 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33769.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33797.320312 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -33797.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33810.507812 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -33810.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33817.339844 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -33817.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33823.992188 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -33823.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33823.992188 Penalty: 2848.529785
	Iteration 6F: 3 clusters Score -33823.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (316647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316647 members 
Entering Unmasked Estep 
Score: -36319920.000000 Penalty: 3141.054688
	Iteration 0F: 2 clusters Score -3.631992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158190 members 
Mstep: Class 2 contains 158457 members 
Entering Unmasked Estep 
Score: -36130660.000000 Penalty: 6282.109375
	Iteration 0F: 3 clusters Score -3.613066e+07 nChanged 153091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157131 members 
Mstep: Class 2 contains 159516 members 
Entering Unmasked Estep 
Score: -36220960.000000 Penalty: 6282.109375
	Iteration 1F: 3 clusters Score -3.622096e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155771 members 
Mstep: Class 2 contains 160876 members 
Entering Unmasked Estep 
Score: -36221968.000000 Penalty: 6282.109375
	Iteration 2Q: 3 clusters Score -3.622197e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153704 members 
Mstep: Class 2 contains 162943 members 
Entering Unmasked Estep 
Score: -36223448.000000 Penalty: 6282.109375
	Iteration 3Q: 3 clusters Score -3.622345e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150501 members 
Mstep: Class 2 contains 166146 members 
Entering Unmasked Estep 
Score: -36225252.000000 Penalty: 6282.109375
	Iteration 4Q: 3 clusters Score -3.622525e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145459 members 
Mstep: Class 2 contains 171188 members 
Entering Unmasked Estep 
Score: -36227928.000000 Penalty: 6282.109375
	Iteration 5Q: 3 clusters Score -3.622793e+07 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137823 members 
Mstep: Class 2 contains 178824 members 
Entering Unmasked Estep 
Score: -36231868.000000 Penalty: 6282.109375
	Iteration 6Q: 3 clusters Score -3.623187e+07 nChanged 14719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126802 members 
Mstep: Class 2 contains 189845 members 
Entering Unmasked Estep 
Score: -36239000.000000 Penalty: 6282.109375
	Iteration 7Q: 3 clusters Score -3.6239e+07 nChanged 18044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112156 members 
Mstep: Class 2 contains 204491 members 
Entering Unmasked Estep 
Score: -36249548.000000 Penalty: 6282.109375
	Iteration 8F: 3 clusters Score -3.624955e+07 nChanged 20498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 221907 members 
Entering Unmasked Estep 
Score: -36263960.000000 Penalty: 6282.109375
	Iteration 9F: 3 clusters Score -3.626396e+07 nChanged 20353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77203 members 
Mstep: Class 2 contains 239444 members 
Entering Unmasked Estep 
Score: -36279188.000000 Penalty: 6282.109375
	Iteration 10F: 3 clusters Score -3.627919e+07 nChanged 17796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 254574 members 
Entering Unmasked Estep 
Score: -36292380.000000 Penalty: 6282.109375
	Iteration 11F: 3 clusters Score -3.629238e+07 nChanged 13890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 266004 members 
Entering Unmasked Estep 
Score: -36302224.000000 Penalty: 6282.109375
	Iteration 12Q: 3 clusters Score -3.630222e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 274557 members 
Entering Unmasked Estep 
Score: -36309140.000000 Penalty: 6282.109375
	Iteration 13Q: 3 clusters Score -3.630914e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 281344 members 
Entering Unmasked Estep 
Score: -36313768.000000 Penalty: 6282.109375
	Iteration 14Q: 3 clusters Score -3.631377e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 287087 members 
Entering Unmasked Estep 
Score: -36317472.000000 Penalty: 6282.109375
	Iteration 15Q: 3 clusters Score -3.631747e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 292071 members 
Entering Unmasked Estep 
Score: -36319652.000000 Penalty: 6282.109375
	Iteration 16Q: 3 clusters Score -3.631965e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 296488 members 
Entering Unmasked Estep 
Score: -36321152.000000 Penalty: 6282.109375
	Iteration 17Q: 3 clusters Score -3.632115e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 300268 members 
Entering Unmasked Estep 
Score: -36322024.000000 Penalty: 6282.109375
	Iteration 18Q: 3 clusters Score -3.632202e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 303496 members 
Entering Unmasked Estep 
Score: -36322300.000000 Penalty: 6282.109375
	Iteration 19Q: 3 clusters Score -3.63223e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 306197 members 
Entering Unmasked Estep 
Score: -36321856.000000 Penalty: 6282.109375
	Iteration 20F: 3 clusters Score -3.632186e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 308428 members 
Entering Unmasked Estep 
Score: -36321332.000000 Penalty: 6282.109375
	Iteration 21Q: 3 clusters Score -3.632133e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 310283 members 
Entering Unmasked Estep 
Score: -36320496.000000 Penalty: 6282.109375
	Iteration 22Q: 3 clusters Score -3.63205e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 311785 members 
Entering Unmasked Estep 
Score: -36319908.000000 Penalty: 6282.109375
	Iteration 23Q: 3 clusters Score -3.631991e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 313001 members 
Entering Unmasked Estep 
Score: -36319300.000000 Penalty: 6282.109375
	Iteration 24Q: 3 clusters Score -3.63193e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 313947 members 
Entering Unmasked Estep 
Score: -36318944.000000 Penalty: 6282.109375
	Iteration 25Q: 3 clusters Score -3.631894e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 314644 members 
Entering Unmasked Estep 
Score: -36318432.000000 Penalty: 6282.109375
	Iteration 26Q: 3 clusters Score -3.631843e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 315099 members 
Entering Unmasked Estep 
Score: -36318236.000000 Penalty: 6282.109375
	Iteration 27Q: 3 clusters Score -3.631824e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 315431 members 
Entering Unmasked Estep 
Score: -36318152.000000 Penalty: 6282.109375
	Iteration 28Q: 3 clusters Score -3.631815e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 315655 members 
Entering Unmasked Estep 
Score: -36318008.000000 Penalty: 6282.109375
	Iteration 29Q: 3 clusters Score -3.631801e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 315792 members 
Entering Unmasked Estep 
Score: -36317880.000000 Penalty: 6282.109375
	Iteration 30Q: 3 clusters Score -3.631788e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 315893 members 
Entering Unmasked Estep 
Score: -36317860.000000 Penalty: 6282.109375
	Iteration 31Q: 3 clusters Score -3.631786e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 315962 members 
Entering Unmasked Estep 
Score: -36317740.000000 Penalty: 6282.109375
	Iteration 32Q: 3 clusters Score -3.631774e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 316014 members 
Entering Unmasked Estep 
Score: -36317728.000000 Penalty: 6282.109375
	Iteration 33Q: 3 clusters Score -3.631773e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 316041 members 
Entering Unmasked Estep 
Score: -36317720.000000 Penalty: 6282.109375
	Iteration 34Q: 3 clusters Score -3.631772e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 316075 members 
Entering Unmasked Estep 
Score: -36317704.000000 Penalty: 6282.109375
	Iteration 35Q: 3 clusters Score -3.63177e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 316096 members 
Entering Unmasked Estep 
Score: -36317728.000000 Penalty: 6282.109375
	Iteration 36Q: 3 clusters Score -3.631773e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 316115 members 
Entering Unmasked Estep 
Score: -36317692.000000 Penalty: 6282.109375
	Iteration 37Q: 3 clusters Score -3.631769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 316123 members 
Entering Unmasked Estep 
Score: -36317696.000000 Penalty: 6282.109375
	Iteration 38Q: 3 clusters Score -3.63177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 316135 members 
Entering Unmasked Estep 
Score: -36317712.000000 Penalty: 6282.109375
	Iteration 39Q: 3 clusters Score -3.631771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 316141 members 
Entering Unmasked Estep 
Score: -36317680.000000 Penalty: 6282.109375
	Iteration 40F: 3 clusters Score -3.631768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 316143 members 
Entering Unmasked Estep 
Score: -36317688.000000 Penalty: 6282.109375
	Iteration 41Q: 3 clusters Score -3.631769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 316147 members 
Entering Unmasked Estep 
Score: -36317672.000000 Penalty: 6282.109375
	Iteration 42Q: 3 clusters Score -3.631767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 316152 members 
Entering Unmasked Estep 
Score: -36317668.000000 Penalty: 6282.109375
	Iteration 43Q: 3 clusters Score -3.631767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 316155 members 
Entering Unmasked Estep 
Score: -36317676.000000 Penalty: 6282.109375
	Iteration 44Q: 3 clusters Score -3.631768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 316156 members 
Entering Unmasked Estep 
Score: -36317672.000000 Penalty: 6282.109375
	Iteration 45Q: 3 clusters Score -3.631767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 316158 members 
Entering Unmasked Estep 
Score: -36317704.000000 Penalty: 6282.109375
	Iteration 46Q: 3 clusters Score -3.63177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 316158 members 
Entering Unmasked Estep 
Score: -36317704.000000 Penalty: 6282.109375
	Iteration 47F: 3 clusters Score -3.63177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -61639.371094 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -61639.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60051.273438 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -60051.27 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60274.441406 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -60274.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60375.000000 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -60375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60426.058594 Penalty: 3162.856689
	Iteration 3Q: 3 clusters Score -60426.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -60464.054688 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -60464.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -60498.132812 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -60498.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60518.988281 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -60518.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60535.570312 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -60535.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60547.113281 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -60547.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60561.644531 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -60561.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60570.636719 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -60570.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60572.679688 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -60572.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60577.480469 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -60577.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60578.390625 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -60578.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60578.390625 Penalty: 3162.856689
	Iteration 14F: 3 clusters Score -60578.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Entering Unmasked Estep 
Score: -789248.750000 Penalty: 2187.093506
	Iteration 0F: 2 clusters Score -789248.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -783541.312500 Penalty: 4374.187012
	Iteration 0F: 3 clusters Score -783541.3 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -785101.875000 Penalty: 4374.187012
	Iteration 1F: 3 clusters Score -785101.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -785374.250000 Penalty: 4374.187012
	Iteration 2F: 3 clusters Score -785374.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -785595.562500 Penalty: 4374.187012
	Iteration 3F: 3 clusters Score -785595.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -785773.562500 Penalty: 4374.187012
	Iteration 4Q: 3 clusters Score -785773.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -785949.375000 Penalty: 4374.187012
	Iteration 5Q: 3 clusters Score -785949.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -786121.625000 Penalty: 4374.187012
	Iteration 6Q: 3 clusters Score -786121.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -786277.875000 Penalty: 4374.187012
	Iteration 7Q: 3 clusters Score -786277.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -786419.187500 Penalty: 4374.187012
	Iteration 8Q: 3 clusters Score -786419.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -786564.437500 Penalty: 4374.187012
	Iteration 9Q: 3 clusters Score -786564.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -786681.500000 Penalty: 4374.187012
	Iteration 10Q: 3 clusters Score -786681.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -786775.500000 Penalty: 4374.187012
	Iteration 11Q: 3 clusters Score -786775.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -786866.750000 Penalty: 4374.187012
	Iteration 12Q: 3 clusters Score -786866.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -786950.312500 Penalty: 4374.187012
	Iteration 13Q: 3 clusters Score -786950.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -787023.750000 Penalty: 4374.187012
	Iteration 14Q: 3 clusters Score -787023.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -787095.937500 Penalty: 4374.187012
	Iteration 15Q: 3 clusters Score -787095.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -787159.875000 Penalty: 4374.187012
	Iteration 16Q: 3 clusters Score -787159.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -787208.875000 Penalty: 4374.187012
	Iteration 17Q: 3 clusters Score -787208.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -787256.000000 Penalty: 4374.187012
	Iteration 18Q: 3 clusters Score -787256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -787286.875000 Penalty: 4374.187012
	Iteration 19Q: 3 clusters Score -787286.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -787310.000000 Penalty: 4374.187012
	Iteration 20F: 3 clusters Score -787310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -787325.812500 Penalty: 4374.187012
	Iteration 21Q: 3 clusters Score -787325.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -787343.187500 Penalty: 4374.187012
	Iteration 22Q: 3 clusters Score -787343.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -787355.875000 Penalty: 4374.187012
	Iteration 23Q: 3 clusters Score -787355.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -787363.500000 Penalty: 4374.187012
	Iteration 24Q: 3 clusters Score -787363.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -787375.500000 Penalty: 4374.187012
	Iteration 25Q: 3 clusters Score -787375.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -787382.812500 Penalty: 4374.187012
	Iteration 26Q: 3 clusters Score -787382.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -787388.062500 Penalty: 4374.187012
	Iteration 27Q: 3 clusters Score -787388.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -787397.312500 Penalty: 4374.187012
	Iteration 28Q: 3 clusters Score -787397.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -787400.500000 Penalty: 4374.187012
	Iteration 29Q: 3 clusters Score -787400.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -787404.250000 Penalty: 4374.187012
	Iteration 30Q: 3 clusters Score -787404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -787405.750000 Penalty: 4374.187012
	Iteration 31Q: 3 clusters Score -787405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -787407.375000 Penalty: 4374.187012
	Iteration 32Q: 3 clusters Score -787407.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -787407.437500 Penalty: 4374.187012
	Iteration 33Q: 3 clusters Score -787407.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -787409.250000 Penalty: 4374.187012
	Iteration 34Q: 3 clusters Score -787409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -787412.187500 Penalty: 4374.187012
	Iteration 35Q: 3 clusters Score -787412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -787413.312500 Penalty: 4374.187012
	Iteration 36Q: 3 clusters Score -787413.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -787414.562500 Penalty: 4374.187012
	Iteration 37Q: 3 clusters Score -787414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -787414.812500 Penalty: 4374.187012
	Iteration 38Q: 3 clusters Score -787414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -787416.750000 Penalty: 4374.187012
	Iteration 39Q: 3 clusters Score -787416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -787416.125000 Penalty: 4374.187012
	Iteration 40F: 3 clusters Score -787416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -787420.312500 Penalty: 4374.187012
	Iteration 41Q: 3 clusters Score -787420.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -787423.750000 Penalty: 4374.187012
	Iteration 42Q: 3 clusters Score -787423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -787426.062500 Penalty: 4374.187012
	Iteration 43Q: 3 clusters Score -787426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -787426.375000 Penalty: 4374.187012
	Iteration 44Q: 3 clusters Score -787426.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -787426.625000 Penalty: 4374.187012
	Iteration 45Q: 3 clusters Score -787426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -787429.000000 Penalty: 4374.187012
	Iteration 46Q: 3 clusters Score -787429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -787429.437500 Penalty: 4374.187012
	Iteration 47Q: 3 clusters Score -787429.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -787431.062500 Penalty: 4374.187012
	Iteration 48Q: 3 clusters Score -787431.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -787430.312500 Penalty: 4374.187012
	Iteration 49Q: 3 clusters Score -787430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -787432.500000 Penalty: 4374.187012
	Iteration 50Q: 3 clusters Score -787432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -787432.375000 Penalty: 4374.187012
	Iteration 51Q: 3 clusters Score -787432.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -787432.375000 Penalty: 4374.187012
	Iteration 52F: 3 clusters Score -787432.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -46674.363281 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -46674.36 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 216 members 
Entering Unmasked Estep 
Score: -45175.687500 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -45175.69 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45350.140625 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -45350.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45399.796875 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -45399.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45425.554688 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -45425.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45435.894531 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -45435.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45445.535156 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -45445.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45453.476562 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -45453.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45460.808594 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -45460.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45471.171875 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -45471.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45482.878906 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -45482.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45501.503906 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -45501.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45517.621094 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -45517.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45526.089844 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -45526.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45542.617188 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -45542.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45555.519531 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -45555.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45566.273438 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -45566.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45566.273438 Penalty: 3020.166260
	Iteration 16F: 3 clusters Score -45566.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -31445.658203 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -31445.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30179.191406 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -30179.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30422.765625 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -30422.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30528.066406 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -30528.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30581.373047 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -30581.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30633.070312 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -30633.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30683.257812 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -30683.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30719.390625 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -30719.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30747.632812 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -30747.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30767.150391 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -30767.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30775.994141 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -30775.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30783.187500 Penalty: 2922.255371
	Iteration 10Q: 3 clusters Score -30783.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30791.666016 Penalty: 2922.255371
	Iteration 11Q: 3 clusters Score -30791.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30803.564453 Penalty: 2922.255371
	Iteration 12Q: 3 clusters Score -30803.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30817.181641 Penalty: 2922.255371
	Iteration 13Q: 3 clusters Score -30817.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30827.349609 Penalty: 2922.255371
	Iteration 14Q: 3 clusters Score -30827.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30861.005859 Penalty: 2922.255371
	Iteration 15Q: 3 clusters Score -30861.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -30874.378906 Penalty: 2922.255371
	Iteration 16Q: 3 clusters Score -30874.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30899.271484 Penalty: 2922.255371
	Iteration 17Q: 3 clusters Score -30899.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30916.125000 Penalty: 2922.255371
	Iteration 18Q: 3 clusters Score -30916.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30927.904297 Penalty: 2922.255371
	Iteration 19Q: 3 clusters Score -30927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30927.904297 Penalty: 2922.255371
	Iteration 20F: 3 clusters Score -30927.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -219945.890625 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -219945.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -217411.281250 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -217411.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -217875.953125 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -217876 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -217982.750000 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -217982.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -218028.421875 Penalty: 3746.949951
	Iteration 3Q: 3 clusters Score -218028.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -218047.062500 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -218047.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -218057.953125 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -218058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -218069.515625 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -218069.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -218078.750000 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -218078.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -218082.250000 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -218082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -218086.046875 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -218086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -218090.218750 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -218090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -218091.687500 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -218091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -218092.031250 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -218092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -218093.671875 Penalty: 3746.949951
	Iteration 13Q: 3 clusters Score -218093.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -218094.968750 Penalty: 3746.949951
	Iteration 14Q: 3 clusters Score -218095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -218095.453125 Penalty: 3746.949951
	Iteration 15Q: 3 clusters Score -218095.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -218096.453125 Penalty: 3746.949951
	Iteration 16Q: 3 clusters Score -218096.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -218097.171875 Penalty: 3746.949951
	Iteration 17Q: 3 clusters Score -218097.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -218098.343750 Penalty: 3746.949951
	Iteration 18Q: 3 clusters Score -218098.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -218099.531250 Penalty: 3746.949951
	Iteration 19Q: 3 clusters Score -218099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -218100.109375 Penalty: 3746.949951
	Iteration 20F: 3 clusters Score -218100.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -218101.843750 Penalty: 3746.949951
	Iteration 21Q: 3 clusters Score -218101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -218102.937500 Penalty: 3746.949951
	Iteration 22Q: 3 clusters Score -218102.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -218102.937500 Penalty: 3746.949951
	Iteration 23F: 3 clusters Score -218102.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Entering Unmasked Estep 
Score: -7613286.000000 Penalty: 2750.820312
	Iteration 0F: 2 clusters Score -7613286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -7569162.500000 Penalty: 5501.640625
	Iteration 0F: 3 clusters Score -7569162 nChanged 30727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -7586487.500000 Penalty: 5501.640625
	Iteration 1F: 3 clusters Score -7586488 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -7587367.500000 Penalty: 5501.640625
	Iteration 2Q: 3 clusters Score -7587368 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -7588516.000000 Penalty: 5501.640625
	Iteration 3Q: 3 clusters Score -7588516 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -7590169.500000 Penalty: 5501.640625
	Iteration 4F: 3 clusters Score -7590170 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -7592588.500000 Penalty: 5501.640625
	Iteration 5F: 3 clusters Score -7592588 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -7595943.500000 Penalty: 5501.640625
	Iteration 6F: 3 clusters Score -7595944 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -7599949.000000 Penalty: 5501.640625
	Iteration 7F: 3 clusters Score -7599949 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -7604059.500000 Penalty: 5501.640625
	Iteration 8F: 3 clusters Score -7604060 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -7607332.000000 Penalty: 5501.640625
	Iteration 9F: 3 clusters Score -7607332 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63336 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7609314.500000 Penalty: 5501.640625
	Iteration 10Q: 3 clusters Score -7609314 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64327 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7610160.000000 Penalty: 5501.640625
	Iteration 11Q: 3 clusters Score -7610160 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7610574.000000 Penalty: 5501.640625
	Iteration 12Q: 3 clusters Score -7610574 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7610781.500000 Penalty: 5501.640625
	Iteration 13Q: 3 clusters Score -7610782 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7610879.000000 Penalty: 5501.640625
	Iteration 14Q: 3 clusters Score -7610879 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7610931.500000 Penalty: 5501.640625
	Iteration 15Q: 3 clusters Score -7610932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7610955.000000 Penalty: 5501.640625
	Iteration 16Q: 3 clusters Score -7610955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7610972.000000 Penalty: 5501.640625
	Iteration 17Q: 3 clusters Score -7610972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7610975.500000 Penalty: 5501.640625
	Iteration 18Q: 3 clusters Score -7610976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7610996.500000 Penalty: 5501.640625
	Iteration 19Q: 3 clusters Score -7610996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65221 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7610995.000000 Penalty: 5501.640625
	Iteration 20F: 3 clusters Score -7610995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7611003.000000 Penalty: 5501.640625
	Iteration 21Q: 3 clusters Score -7611003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7610997.500000 Penalty: 5501.640625
	Iteration 22Q: 3 clusters Score -7610998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7610997.500000 Penalty: 5501.640625
	Iteration 23F: 3 clusters Score -7610998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (76999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Entering Unmasked Estep 
Score: -8958359.000000 Penalty: 2790.383789
	Iteration 0F: 2 clusters Score -8958359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -8906706.000000 Penalty: 5580.767578
	Iteration 0F: 3 clusters Score -8906706 nChanged 36367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -8927415.000000 Penalty: 5580.767578
	Iteration 1F: 3 clusters Score -8927415 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -8928129.000000 Penalty: 5580.767578
	Iteration 2Q: 3 clusters Score -8928129 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -8928807.000000 Penalty: 5580.767578
	Iteration 3Q: 3 clusters Score -8928807 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -8929662.000000 Penalty: 5580.767578
	Iteration 4Q: 3 clusters Score -8929662 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -8930656.000000 Penalty: 5580.767578
	Iteration 5Q: 3 clusters Score -8930656 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -8931997.000000 Penalty: 5580.767578
	Iteration 6Q: 3 clusters Score -8931997 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -8933853.000000 Penalty: 5580.767578
	Iteration 7Q: 3 clusters Score -8933853 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -8935981.000000 Penalty: 5580.767578
	Iteration 8F: 3 clusters Score -8935981 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -8938712.000000 Penalty: 5580.767578
	Iteration 9F: 3 clusters Score -8938712 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -8941394.000000 Penalty: 5580.767578
	Iteration 10F: 3 clusters Score -8941394 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -8943336.000000 Penalty: 5580.767578
	Iteration 11F: 3 clusters Score -8943336 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -8944323.000000 Penalty: 5580.767578
	Iteration 12Q: 3 clusters Score -8944323 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -8944774.000000 Penalty: 5580.767578
	Iteration 13Q: 3 clusters Score -8944774 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -8944987.000000 Penalty: 5580.767578
	Iteration 14Q: 3 clusters Score -8944987 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -8945124.000000 Penalty: 5580.767578
	Iteration 15Q: 3 clusters Score -8945124 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -8945261.000000 Penalty: 5580.767578
	Iteration 16Q: 3 clusters Score -8945261 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -8945324.000000 Penalty: 5580.767578
	Iteration 17Q: 3 clusters Score -8945324 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -8945396.000000 Penalty: 5580.767578
	Iteration 18Q: 3 clusters Score -8945396 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -8945469.000000 Penalty: 5580.767578
	Iteration 19Q: 3 clusters Score -8945469 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -8945586.000000 Penalty: 5580.767578
	Iteration 20F: 3 clusters Score -8945586 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -8945710.000000 Penalty: 5580.767578
	Iteration 21Q: 3 clusters Score -8945710 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -8945782.000000 Penalty: 5580.767578
	Iteration 22Q: 3 clusters Score -8945782 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -8945932.000000 Penalty: 5580.767578
	Iteration 23Q: 3 clusters Score -8945932 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -8946051.000000 Penalty: 5580.767578
	Iteration 24Q: 3 clusters Score -8946051 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -8946179.000000 Penalty: 5580.767578
	Iteration 25Q: 3 clusters Score -8946179 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -8946248.000000 Penalty: 5580.767578
	Iteration 26Q: 3 clusters Score -8946248 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -8946351.000000 Penalty: 5580.767578
	Iteration 27Q: 3 clusters Score -8946351 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -8946506.000000 Penalty: 5580.767578
	Iteration 28Q: 3 clusters Score -8946506 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -8946668.000000 Penalty: 5580.767578
	Iteration 29Q: 3 clusters Score -8946668 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -8946801.000000 Penalty: 5580.767578
	Iteration 30Q: 3 clusters Score -8946801 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -8946970.000000 Penalty: 5580.767578
	Iteration 31Q: 3 clusters Score -8946970 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -8947129.000000 Penalty: 5580.767578
	Iteration 32Q: 3 clusters Score -8947129 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -8947293.000000 Penalty: 5580.767578
	Iteration 33Q: 3 clusters Score -8947293 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -8947446.000000 Penalty: 5580.767578
	Iteration 34Q: 3 clusters Score -8947446 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -8947594.000000 Penalty: 5580.767578
	Iteration 35Q: 3 clusters Score -8947594 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -8947811.000000 Penalty: 5580.767578
	Iteration 36Q: 3 clusters Score -8947811 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -8948034.000000 Penalty: 5580.767578
	Iteration 37Q: 3 clusters Score -8948034 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -8948302.000000 Penalty: 5580.767578
	Iteration 38Q: 3 clusters Score -8948302 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -8948586.000000 Penalty: 5580.767578
	Iteration 39Q: 3 clusters Score -8948586 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -8948843.000000 Penalty: 5580.767578
	Iteration 40F: 3 clusters Score -8948843 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -8949158.000000 Penalty: 5580.767578
	Iteration 41Q: 3 clusters Score -8949158 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -8949539.000000 Penalty: 5580.767578
	Iteration 42Q: 3 clusters Score -8949539 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -8949948.000000 Penalty: 5580.767578
	Iteration 43Q: 3 clusters Score -8949948 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -8950432.000000 Penalty: 5580.767578
	Iteration 44Q: 3 clusters Score -8950432 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -8950935.000000 Penalty: 5580.767578
	Iteration 45Q: 3 clusters Score -8950935 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -8951553.000000 Penalty: 5580.767578
	Iteration 46Q: 3 clusters Score -8951553 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69942 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -8952253.000000 Penalty: 5580.767578
	Iteration 47Q: 3 clusters Score -8952253 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -8952914.000000 Penalty: 5580.767578
	Iteration 48Q: 3 clusters Score -8952914 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72404 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -8953558.000000 Penalty: 5580.767578
	Iteration 49Q: 3 clusters Score -8953558 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -8954197.000000 Penalty: 5580.767578
	Iteration 50Q: 3 clusters Score -8954197 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8954693.000000 Penalty: 5580.767578
	Iteration 51Q: 3 clusters Score -8954693 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8955002.000000 Penalty: 5580.767578
	Iteration 52Q: 3 clusters Score -8955002 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75271 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8955262.000000 Penalty: 5580.767578
	Iteration 53Q: 3 clusters Score -8955262 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8955456.000000 Penalty: 5580.767578
	Iteration 54Q: 3 clusters Score -8955456 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8955571.000000 Penalty: 5580.767578
	Iteration 55Q: 3 clusters Score -8955571 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8955650.000000 Penalty: 5580.767578
	Iteration 56Q: 3 clusters Score -8955650 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76064 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8955742.000000 Penalty: 5580.767578
	Iteration 57Q: 3 clusters Score -8955742 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8955776.000000 Penalty: 5580.767578
	Iteration 58Q: 3 clusters Score -8955776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8955816.000000 Penalty: 5580.767578
	Iteration 59Q: 3 clusters Score -8955816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8955824.000000 Penalty: 5580.767578
	Iteration 60F: 3 clusters Score -8955824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8955852.000000 Penalty: 5580.767578
	Iteration 61Q: 3 clusters Score -8955852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8955873.000000 Penalty: 5580.767578
	Iteration 62Q: 3 clusters Score -8955873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8955885.000000 Penalty: 5580.767578
	Iteration 63Q: 3 clusters Score -8955885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8955893.000000 Penalty: 5580.767578
	Iteration 64Q: 3 clusters Score -8955893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8955908.000000 Penalty: 5580.767578
	Iteration 65Q: 3 clusters Score -8955908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8955911.000000 Penalty: 5580.767578
	Iteration 66Q: 3 clusters Score -8955911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8955922.000000 Penalty: 5580.767578
	Iteration 67Q: 3 clusters Score -8955922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8955927.000000 Penalty: 5580.767578
	Iteration 68Q: 3 clusters Score -8955927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76378 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8955938.000000 Penalty: 5580.767578
	Iteration 69Q: 3 clusters Score -8955938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8955939.000000 Penalty: 5580.767578
	Iteration 70Q: 3 clusters Score -8955939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8955947.000000 Penalty: 5580.767578
	Iteration 71Q: 3 clusters Score -8955947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8955955.000000 Penalty: 5580.767578
	Iteration 72Q: 3 clusters Score -8955955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8955961.000000 Penalty: 5580.767578
	Iteration 73Q: 3 clusters Score -8955961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8955956.000000 Penalty: 5580.767578
	Iteration 74Q: 3 clusters Score -8955956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76408 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8955956.000000 Penalty: 5580.767578
	Iteration 75Q: 3 clusters Score -8955956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8955961.000000 Penalty: 5580.767578
	Iteration 76Q: 3 clusters Score -8955961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8955954.000000 Penalty: 5580.767578
	Iteration 77Q: 3 clusters Score -8955954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8955955.000000 Penalty: 5580.767578
	Iteration 78Q: 3 clusters Score -8955955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8955955.000000 Penalty: 5580.767578
	Iteration 79F: 3 clusters Score -8955955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -197159.906250 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -197159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -194587.671875 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -194587.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -195059.968750 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -195060 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -195196.093750 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -195196.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -195283.687500 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -195283.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -195332.546875 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -195332.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -195368.578125 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -195368.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -195394.484375 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -195394.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -195410.828125 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -195410.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -195429.453125 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -195429.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -195442.625000 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -195442.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -195457.312500 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -195457.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -195474.343750 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -195474.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -195493.484375 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -195493.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -195515.078125 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -195515.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -195526.468750 Penalty: 3757.744385
	Iteration 14Q: 3 clusters Score -195526.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -195537.500000 Penalty: 3757.744385
	Iteration 15Q: 3 clusters Score -195537.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -195545.937500 Penalty: 3757.744385
	Iteration 16Q: 3 clusters Score -195545.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -195554.015625 Penalty: 3757.744385
	Iteration 17Q: 3 clusters Score -195554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -195560.593750 Penalty: 3757.744385
	Iteration 18Q: 3 clusters Score -195560.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -195565.015625 Penalty: 3757.744385
	Iteration 19Q: 3 clusters Score -195565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -195572.328125 Penalty: 3757.744385
	Iteration 20F: 3 clusters Score -195572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -195578.171875 Penalty: 3757.744385
	Iteration 21Q: 3 clusters Score -195578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -195582.218750 Penalty: 3757.744385
	Iteration 22Q: 3 clusters Score -195582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -195583.531250 Penalty: 3757.744385
	Iteration 23Q: 3 clusters Score -195583.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -195585.046875 Penalty: 3757.744385
	Iteration 24Q: 3 clusters Score -195585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -195587.562500 Penalty: 3757.744385
	Iteration 25Q: 3 clusters Score -195587.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -195591.906250 Penalty: 3757.744385
	Iteration 26Q: 3 clusters Score -195591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -195595.734375 Penalty: 3757.744385
	Iteration 27Q: 3 clusters Score -195595.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -195600.046875 Penalty: 3757.744385
	Iteration 28Q: 3 clusters Score -195600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -195605.593750 Penalty: 3757.744385
	Iteration 29Q: 3 clusters Score -195605.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -195610.765625 Penalty: 3757.744385
	Iteration 30Q: 3 clusters Score -195610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -195613.843750 Penalty: 3757.744385
	Iteration 31Q: 3 clusters Score -195613.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -195617.328125 Penalty: 3757.744385
	Iteration 32Q: 3 clusters Score -195617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -195620.125000 Penalty: 3757.744385
	Iteration 33Q: 3 clusters Score -195620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -195622.687500 Penalty: 3757.744385
	Iteration 34Q: 3 clusters Score -195622.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -195625.468750 Penalty: 3757.744385
	Iteration 35Q: 3 clusters Score -195625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -195628.984375 Penalty: 3757.744385
	Iteration 36Q: 3 clusters Score -195629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -195631.734375 Penalty: 3757.744385
	Iteration 37Q: 3 clusters Score -195631.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -195633.984375 Penalty: 3757.744385
	Iteration 38Q: 3 clusters Score -195634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -195635.453125 Penalty: 3757.744385
	Iteration 39Q: 3 clusters Score -195635.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -195637.875000 Penalty: 3757.744385
	Iteration 40F: 3 clusters Score -195637.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -195644.359375 Penalty: 3757.744385
	Iteration 41Q: 3 clusters Score -195644.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -195652.281250 Penalty: 3757.744385
	Iteration 42Q: 3 clusters Score -195652.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -195662.015625 Penalty: 3757.744385
	Iteration 43Q: 3 clusters Score -195662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -195675.390625 Penalty: 3757.744385
	Iteration 44Q: 3 clusters Score -195675.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -195686.656250 Penalty: 3757.744385
	Iteration 45Q: 3 clusters Score -195686.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -195693.875000 Penalty: 3757.744385
	Iteration 46Q: 3 clusters Score -195693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -195697.156250 Penalty: 3757.744385
	Iteration 47Q: 3 clusters Score -195697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -195699.406250 Penalty: 3757.744385
	Iteration 48Q: 3 clusters Score -195699.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -195701.906250 Penalty: 3757.744385
	Iteration 49Q: 3 clusters Score -195701.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -195704.296875 Penalty: 3757.744385
	Iteration 50Q: 3 clusters Score -195704.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -195711.609375 Penalty: 3757.744385
	Iteration 51Q: 3 clusters Score -195711.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -195719.250000 Penalty: 3757.744385
	Iteration 52Q: 3 clusters Score -195719.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -195728.312500 Penalty: 3757.744385
	Iteration 53Q: 3 clusters Score -195728.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -195735.203125 Penalty: 3757.744385
	Iteration 54Q: 3 clusters Score -195735.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -195742.328125 Penalty: 3757.744385
	Iteration 55Q: 3 clusters Score -195742.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -195751.593750 Penalty: 3757.744385
	Iteration 56Q: 3 clusters Score -195751.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -195765.390625 Penalty: 3757.744385
	Iteration 57Q: 3 clusters Score -195765.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -195771.468750 Penalty: 3757.744385
	Iteration 58Q: 3 clusters Score -195771.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -195777.328125 Penalty: 3757.744385
	Iteration 59Q: 3 clusters Score -195777.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -195781.156250 Penalty: 3757.744385
	Iteration 60F: 3 clusters Score -195781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -195782.406250 Penalty: 3757.744385
	Iteration 61Q: 3 clusters Score -195782.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -195784.859375 Penalty: 3757.744385
	Iteration 62Q: 3 clusters Score -195784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -195788.234375 Penalty: 3757.744385
	Iteration 63Q: 3 clusters Score -195788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -195790.734375 Penalty: 3757.744385
	Iteration 64Q: 3 clusters Score -195790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -195797.437500 Penalty: 3757.744385
	Iteration 65Q: 3 clusters Score -195797.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -195809.453125 Penalty: 3757.744385
	Iteration 66Q: 3 clusters Score -195809.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -195818.484375 Penalty: 3757.744385
	Iteration 67Q: 3 clusters Score -195818.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -195823.468750 Penalty: 3757.744385
	Iteration 68Q: 3 clusters Score -195823.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -195833.968750 Penalty: 3757.744385
	Iteration 69Q: 3 clusters Score -195834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -195843.406250 Penalty: 3757.744385
	Iteration 70Q: 3 clusters Score -195843.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -195856.781250 Penalty: 3757.744385
	Iteration 71Q: 3 clusters Score -195856.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -195863.078125 Penalty: 3757.744385
	Iteration 72Q: 3 clusters Score -195863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -195864.250000 Penalty: 3757.744385
	Iteration 73Q: 3 clusters Score -195864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -195865.625000 Penalty: 3757.744385
	Iteration 74Q: 3 clusters Score -195865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -195866.296875 Penalty: 3757.744385
	Iteration 75Q: 3 clusters Score -195866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -195869.593750 Penalty: 3757.744385
	Iteration 76Q: 3 clusters Score -195869.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -195869.593750 Penalty: 3757.744385
	Iteration 77F: 3 clusters Score -195869.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Entering Unmasked Estep 
Score: -298078.375000 Penalty: 1948.271240
	Iteration 0F: 2 clusters Score -298078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -295089.968750 Penalty: 3896.542480
	Iteration 0F: 3 clusters Score -295090 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -295695.750000 Penalty: 3896.542480
	Iteration 1F: 3 clusters Score -295695.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -295836.093750 Penalty: 3896.542480
	Iteration 2F: 3 clusters Score -295836.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -295914.562500 Penalty: 3896.542480
	Iteration 3Q: 3 clusters Score -295914.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -295957.093750 Penalty: 3896.542480
	Iteration 4Q: 3 clusters Score -295957.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -295983.312500 Penalty: 3896.542480
	Iteration 5Q: 3 clusters Score -295983.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -296004.906250 Penalty: 3896.542480
	Iteration 6Q: 3 clusters Score -296004.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -296021.468750 Penalty: 3896.542480
	Iteration 7Q: 3 clusters Score -296021.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -296030.312500 Penalty: 3896.542480
	Iteration 8Q: 3 clusters Score -296030.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -296040.375000 Penalty: 3896.542480
	Iteration 9Q: 3 clusters Score -296040.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -296048.687500 Penalty: 3896.542480
	Iteration 10Q: 3 clusters Score -296048.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -296056.437500 Penalty: 3896.542480
	Iteration 11Q: 3 clusters Score -296056.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -296064.250000 Penalty: 3896.542480
	Iteration 12Q: 3 clusters Score -296064.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -296069.500000 Penalty: 3896.542480
	Iteration 13Q: 3 clusters Score -296069.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -296076.093750 Penalty: 3896.542480
	Iteration 14Q: 3 clusters Score -296076.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -296083.718750 Penalty: 3896.542480
	Iteration 15Q: 3 clusters Score -296083.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -296092.187500 Penalty: 3896.542480
	Iteration 16Q: 3 clusters Score -296092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -296096.000000 Penalty: 3896.542480
	Iteration 17Q: 3 clusters Score -296096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -296101.312500 Penalty: 3896.542480
	Iteration 18Q: 3 clusters Score -296101.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -296109.500000 Penalty: 3896.542480
	Iteration 19Q: 3 clusters Score -296109.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -296114.625000 Penalty: 3896.542480
	Iteration 20F: 3 clusters Score -296114.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -296120.875000 Penalty: 3896.542480
	Iteration 21Q: 3 clusters Score -296120.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -296123.125000 Penalty: 3896.542480
	Iteration 22Q: 3 clusters Score -296123.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -296126.968750 Penalty: 3896.542480
	Iteration 23Q: 3 clusters Score -296127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -296131.875000 Penalty: 3896.542480
	Iteration 24Q: 3 clusters Score -296131.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -296136.312500 Penalty: 3896.542480
	Iteration 25Q: 3 clusters Score -296136.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -296140.875000 Penalty: 3896.542480
	Iteration 26Q: 3 clusters Score -296140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -296141.281250 Penalty: 3896.542480
	Iteration 27Q: 3 clusters Score -296141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -296141.281250 Penalty: 3896.542480
	Iteration 28F: 3 clusters Score -296141.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -58201.585938 Penalty: 1582.270386
	Iteration 0F: 2 clusters Score -58201.59 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 277 members 
Entering Unmasked Estep 
Score: -56650.988281 Penalty: 3164.540771
	Iteration 0F: 3 clusters Score -56650.99 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57024.980469 Penalty: 3164.540771
	Iteration 1F: 3 clusters Score -57024.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57283.605469 Penalty: 3164.540771
	Iteration 2F: 3 clusters Score -57283.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -57500.449219 Penalty: 3164.540771
	Iteration 3F: 3 clusters Score -57500.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -57677.386719 Penalty: 3164.540771
	Iteration 4F: 3 clusters Score -57677.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -57843.523438 Penalty: 3164.540771
	Iteration 5Q: 3 clusters Score -57843.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -58047.398438 Penalty: 3164.540771
	Iteration 6F: 3 clusters Score -58047.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -58147.945312 Penalty: 3164.540771
	Iteration 7Q: 3 clusters Score -58147.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -58246.132812 Penalty: 3164.540771
	Iteration 8Q: 3 clusters Score -58246.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -58307.925781 Penalty: 3164.540771
	Iteration 9Q: 3 clusters Score -58307.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -58362.066406 Penalty: 3164.540771
	Iteration 10Q: 3 clusters Score -58362.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -58409.761719 Penalty: 3164.540771
	Iteration 11Q: 3 clusters Score -58409.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -58442.507812 Penalty: 3164.540771
	Iteration 12Q: 3 clusters Score -58442.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -58484.960938 Penalty: 3164.540771
	Iteration 13Q: 3 clusters Score -58484.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -58586.929688 Penalty: 3164.540771
	Iteration 14Q: 3 clusters Score -58586.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -58721.324219 Penalty: 3164.540771
	Iteration 15Q: 3 clusters Score -58721.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -58743.261719 Penalty: 3164.540771
	Iteration 16Q: 3 clusters Score -58743.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -58762.460938 Penalty: 3164.540771
	Iteration 17Q: 3 clusters Score -58762.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -58781.464844 Penalty: 3164.540771
	Iteration 18Q: 3 clusters Score -58781.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -58810.828125 Penalty: 3164.540771
	Iteration 19Q: 3 clusters Score -58810.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -58876.890625 Penalty: 3164.540771
	Iteration 20F: 3 clusters Score -58876.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -59031.554688 Penalty: 3164.540771
	Iteration 21Q: 3 clusters Score -59031.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -59069.105469 Penalty: 3164.540771
	Iteration 22Q: 3 clusters Score -59069.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -59069.105469 Penalty: 3164.540771
	Iteration 23F: 3 clusters Score -59069.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 27077 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22597 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144893 members 
Mstep: Class 11 contains 3815 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316647 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65645 members 
Mstep: Class 20 contains 76999 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 124 members 
Mstep: Class 24 contains 34559 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16704 members 
Mstep: Class 28 contains 43388 members 
Mstep: Class 29 contains 15155 members 
Mstep: Class 30 contains 466 members 
Entering Unmasked Estep 
Score: -92692424.000000 Penalty: 101310.343750
Splitting cluster 23 changes total score from -92693320.000000 to -92692424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (34559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Entering Unmasked Estep 
Score: -4064167.750000 Penalty: 2591.705078
	Iteration 0F: 2 clusters Score -4064168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4040693.000000 Penalty: 5183.410156
	Iteration 0F: 3 clusters Score -4040693 nChanged 15654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4049500.000000 Penalty: 5183.410156
	Iteration 1F: 3 clusters Score -4049500 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -4050329.750000 Penalty: 5183.410156
	Iteration 2F: 3 clusters Score -4050330 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4051458.250000 Penalty: 5183.410156
	Iteration 3F: 3 clusters Score -4051458 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -4052909.500000 Penalty: 5183.410156
	Iteration 4F: 3 clusters Score -4052910 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4054649.000000 Penalty: 5183.410156
	Iteration 5F: 3 clusters Score -4054649 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -4056525.500000 Penalty: 5183.410156
	Iteration 6F: 3 clusters Score -4056526 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -4058052.250000 Penalty: 5183.410156
	Iteration 7F: 3 clusters Score -4058052 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -4059054.500000 Penalty: 5183.410156
	Iteration 8Q: 3 clusters Score -4059054 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4059797.750000 Penalty: 5183.410156
	Iteration 9Q: 3 clusters Score -4059798 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -4060324.750000 Penalty: 5183.410156
	Iteration 10Q: 3 clusters Score -4060325 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -4060718.500000 Penalty: 5183.410156
	Iteration 11Q: 3 clusters Score -4060718 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4061020.500000 Penalty: 5183.410156
	Iteration 12Q: 3 clusters Score -4061020 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -4061262.500000 Penalty: 5183.410156
	Iteration 13Q: 3 clusters Score -4061262 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4061466.250000 Penalty: 5183.410156
	Iteration 14Q: 3 clusters Score -4061466 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -4061644.250000 Penalty: 5183.410156
	Iteration 15Q: 3 clusters Score -4061644 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -4061824.250000 Penalty: 5183.410156
	Iteration 16Q: 3 clusters Score -4061824 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4061991.250000 Penalty: 5183.410156
	Iteration 17Q: 3 clusters Score -4061991 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4062085.750000 Penalty: 5183.410156
	Iteration 18Q: 3 clusters Score -4062086 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -4062142.500000 Penalty: 5183.410156
	Iteration 19Q: 3 clusters Score -4062142 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -4062188.750000 Penalty: 5183.410156
	Iteration 20F: 3 clusters Score -4062189 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4062199.000000 Penalty: 5183.410156
	Iteration 21Q: 3 clusters Score -4062199 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4062226.250000 Penalty: 5183.410156
	Iteration 22Q: 3 clusters Score -4062226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -4062235.000000 Penalty: 5183.410156
	Iteration 23Q: 3 clusters Score -4062235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -4062241.000000 Penalty: 5183.410156
	Iteration 24Q: 3 clusters Score -4062241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4062248.750000 Penalty: 5183.410156
	Iteration 25Q: 3 clusters Score -4062249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -4062254.250000 Penalty: 5183.410156
	Iteration 26Q: 3 clusters Score -4062254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4062261.750000 Penalty: 5183.410156
	Iteration 27Q: 3 clusters Score -4062262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4062265.500000 Penalty: 5183.410156
	Iteration 28Q: 3 clusters Score -4062266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4062273.250000 Penalty: 5183.410156
	Iteration 29Q: 3 clusters Score -4062273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -4062285.000000 Penalty: 5183.410156
	Iteration 30Q: 3 clusters Score -4062285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4062285.000000 Penalty: 5183.410156
	Iteration 31Q: 3 clusters Score -4062285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -4062282.500000 Penalty: 5183.410156
	Iteration 32Q: 3 clusters Score -4062282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4062285.500000 Penalty: 5183.410156
	Iteration 33Q: 3 clusters Score -4062286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -4062291.500000 Penalty: 5183.410156
	Iteration 34Q: 3 clusters Score -4062292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4062306.250000 Penalty: 5183.410156
	Iteration 35Q: 3 clusters Score -4062306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -4062305.250000 Penalty: 5183.410156
	Iteration 36Q: 3 clusters Score -4062305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -4062309.000000 Penalty: 5183.410156
	Iteration 37Q: 3 clusters Score -4062309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -4062314.000000 Penalty: 5183.410156
	Iteration 38Q: 3 clusters Score -4062314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -4062308.500000 Penalty: 5183.410156
	Iteration 39Q: 3 clusters Score -4062308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4062312.750000 Penalty: 5183.410156
	Iteration 40F: 3 clusters Score -4062313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -4062312.750000 Penalty: 5183.410156
	Iteration 41Q: 3 clusters Score -4062313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -4062312.250000 Penalty: 5183.410156
	Iteration 42Q: 3 clusters Score -4062312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -4062314.750000 Penalty: 5183.410156
	Iteration 43Q: 3 clusters Score -4062315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4062315.750000 Penalty: 5183.410156
	Iteration 44Q: 3 clusters Score -4062316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -4062315.000000 Penalty: 5183.410156
	Iteration 45Q: 3 clusters Score -4062315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4062317.500000 Penalty: 5183.410156
	Iteration 46Q: 3 clusters Score -4062318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -4062317.000000 Penalty: 5183.410156
	Iteration 47Q: 3 clusters Score -4062317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4062313.500000 Penalty: 5183.410156
	Iteration 48Q: 3 clusters Score -4062314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -4062313.250000 Penalty: 5183.410156
	Iteration 49Q: 3 clusters Score -4062313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -4062318.500000 Penalty: 5183.410156
	Iteration 50Q: 3 clusters Score -4062318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -4062321.000000 Penalty: 5183.410156
	Iteration 51Q: 3 clusters Score -4062321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -4062322.500000 Penalty: 5183.410156
	Iteration 52Q: 3 clusters Score -4062322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4062325.750000 Penalty: 5183.410156
	Iteration 53Q: 3 clusters Score -4062326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -4062321.750000 Penalty: 5183.410156
	Iteration 54Q: 3 clusters Score -4062322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -4062323.500000 Penalty: 5183.410156
	Iteration 55Q: 3 clusters Score -4062324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -4062323.500000 Penalty: 5183.410156
	Iteration 56F: 3 clusters Score -4062324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -53287.160156 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -53287.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51750.890625 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -51750.89 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52046.261719 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -52046.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52258.156250 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -52258.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52483.492188 Penalty: 3125.189941
	Iteration 3F: 3 clusters Score -52483.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52639.914062 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -52639.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52712.769531 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -52712.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52785.261719 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -52785.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52950.074219 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -52950.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -53199.128906 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -53199.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -53313.226562 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -53313.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53337.761719 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -53337.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -53351.976562 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -53351.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53362.734375 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -53362.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53366.148438 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -53366.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53366.148438 Penalty: 3125.189941
	Iteration 14F: 3 clusters Score -53366.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 27077 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22597 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144893 members 
Mstep: Class 11 contains 3815 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316647 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65645 members 
Mstep: Class 20 contains 76999 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34559 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16704 members 
Mstep: Class 28 contains 43388 members 
Mstep: Class 29 contains 15155 members 
Mstep: Class 30 contains 216 members 
Entering Unmasked Estep 
Score: -92691616.000000 Penalty: 101310.343750
Splitting cluster 25 changes total score from -92693320.000000 to -92691616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -55012.972656 Penalty: 1551.901611
	Iteration 0F: 2 clusters Score -55012.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53439.945312 Penalty: 3103.803223
	Iteration 0F: 3 clusters Score -53439.95 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53599.511719 Penalty: 3103.803223
	Iteration 1F: 3 clusters Score -53599.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53661.234375 Penalty: 3103.803223
	Iteration 2F: 3 clusters Score -53661.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53698.117188 Penalty: 3103.803223
	Iteration 3Q: 3 clusters Score -53698.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53711.824219 Penalty: 3103.803223
	Iteration 4Q: 3 clusters Score -53711.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53729.523438 Penalty: 3103.803223
	Iteration 5Q: 3 clusters Score -53729.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53737.847656 Penalty: 3103.803223
	Iteration 6Q: 3 clusters Score -53737.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53738.972656 Penalty: 3103.803223
	Iteration 7Q: 3 clusters Score -53738.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53738.972656 Penalty: 3103.803223
	Iteration 8F: 3 clusters Score -53738.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Entering Unmasked Estep 
Score: -1958411.875000 Penalty: 2411.404297
	Iteration 0F: 2 clusters Score -1958412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1946474.375000 Penalty: 4822.808594
	Iteration 0F: 3 clusters Score -1946474 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1950277.000000 Penalty: 4822.808594
	Iteration 1F: 3 clusters Score -1950277 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1950731.375000 Penalty: 4822.808594
	Iteration 2F: 3 clusters Score -1950731 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1951124.625000 Penalty: 4822.808594
	Iteration 3F: 3 clusters Score -1951125 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1951519.250000 Penalty: 4822.808594
	Iteration 4F: 3 clusters Score -1951519 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1951970.000000 Penalty: 4822.808594
	Iteration 5Q: 3 clusters Score -1951970 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1952564.750000 Penalty: 4822.808594
	Iteration 6F: 3 clusters Score -1952565 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1953294.375000 Penalty: 4822.808594
	Iteration 7F: 3 clusters Score -1953294 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1954085.875000 Penalty: 4822.808594
	Iteration 8F: 3 clusters Score -1954086 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1954934.125000 Penalty: 4822.808594
	Iteration 9F: 3 clusters Score -1954934 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1955752.750000 Penalty: 4822.808594
	Iteration 10F: 3 clusters Score -1955753 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1956465.750000 Penalty: 4822.808594
	Iteration 11Q: 3 clusters Score -1956466 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1956944.500000 Penalty: 4822.808594
	Iteration 12Q: 3 clusters Score -1956944 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1957235.375000 Penalty: 4822.808594
	Iteration 13Q: 3 clusters Score -1957235 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1957385.000000 Penalty: 4822.808594
	Iteration 14Q: 3 clusters Score -1957385 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1957484.125000 Penalty: 4822.808594
	Iteration 15Q: 3 clusters Score -1957484 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1957542.625000 Penalty: 4822.808594
	Iteration 16Q: 3 clusters Score -1957543 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1957581.250000 Penalty: 4822.808594
	Iteration 17Q: 3 clusters Score -1957581 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1957597.875000 Penalty: 4822.808594
	Iteration 18Q: 3 clusters Score -1957598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1957619.375000 Penalty: 4822.808594
	Iteration 19Q: 3 clusters Score -1957619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1957632.000000 Penalty: 4822.808594
	Iteration 20F: 3 clusters Score -1957632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1957641.500000 Penalty: 4822.808594
	Iteration 21Q: 3 clusters Score -1957642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1957645.625000 Penalty: 4822.808594
	Iteration 22Q: 3 clusters Score -1957646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1957651.875000 Penalty: 4822.808594
	Iteration 23Q: 3 clusters Score -1957652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1957657.500000 Penalty: 4822.808594
	Iteration 24Q: 3 clusters Score -1957658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1957664.000000 Penalty: 4822.808594
	Iteration 25Q: 3 clusters Score -1957664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1957665.625000 Penalty: 4822.808594
	Iteration 26Q: 3 clusters Score -1957666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1957669.875000 Penalty: 4822.808594
	Iteration 27Q: 3 clusters Score -1957670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1957677.125000 Penalty: 4822.808594
	Iteration 28Q: 3 clusters Score -1957677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1957683.125000 Penalty: 4822.808594
	Iteration 29Q: 3 clusters Score -1957683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1957688.625000 Penalty: 4822.808594
	Iteration 30Q: 3 clusters Score -1957689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1957689.375000 Penalty: 4822.808594
	Iteration 31Q: 3 clusters Score -1957689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1957690.875000 Penalty: 4822.808594
	Iteration 32Q: 3 clusters Score -1957691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1957695.500000 Penalty: 4822.808594
	Iteration 33Q: 3 clusters Score -1957696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1957696.125000 Penalty: 4822.808594
	Iteration 34Q: 3 clusters Score -1957696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1957699.875000 Penalty: 4822.808594
	Iteration 35Q: 3 clusters Score -1957700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1957706.500000 Penalty: 4822.808594
	Iteration 36Q: 3 clusters Score -1957706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1957707.500000 Penalty: 4822.808594
	Iteration 37Q: 3 clusters Score -1957708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1957704.500000 Penalty: 4822.808594
	Iteration 38Q: 3 clusters Score -1957704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1957704.500000 Penalty: 4822.808594
	Iteration 39F: 3 clusters Score -1957704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (43388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Entering Unmasked Estep 
Score: -4905967.000000 Penalty: 2648.128662
	Iteration 0F: 2 clusters Score -4905967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -4876730.500000 Penalty: 5296.257324
	Iteration 0F: 3 clusters Score -4876730 nChanged 19953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4887451.000000 Penalty: 5296.257324
	Iteration 1F: 3 clusters Score -4887451 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -4887837.500000 Penalty: 5296.257324
	Iteration 2Q: 3 clusters Score -4887838 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4888277.500000 Penalty: 5296.257324
	Iteration 3Q: 3 clusters Score -4888278 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -4888637.500000 Penalty: 5296.257324
	Iteration 4Q: 3 clusters Score -4888638 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4889123.000000 Penalty: 5296.257324
	Iteration 5Q: 3 clusters Score -4889123 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -4889603.500000 Penalty: 5296.257324
	Iteration 6Q: 3 clusters Score -4889604 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -4890221.500000 Penalty: 5296.257324
	Iteration 7Q: 3 clusters Score -4890222 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -4891073.500000 Penalty: 5296.257324
	Iteration 8Q: 3 clusters Score -4891074 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -4892267.000000 Penalty: 5296.257324
	Iteration 9Q: 3 clusters Score -4892267 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -4894005.500000 Penalty: 5296.257324
	Iteration 10F: 3 clusters Score -4894006 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -4896174.500000 Penalty: 5296.257324
	Iteration 11F: 3 clusters Score -4896174 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -4898364.000000 Penalty: 5296.257324
	Iteration 12F: 3 clusters Score -4898364 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -4900369.500000 Penalty: 5296.257324
	Iteration 13F: 3 clusters Score -4900370 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4901712.500000 Penalty: 5296.257324
	Iteration 14Q: 3 clusters Score -4901712 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -4902515.000000 Penalty: 5296.257324
	Iteration 15Q: 3 clusters Score -4902515 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4902985.000000 Penalty: 5296.257324
	Iteration 16Q: 3 clusters Score -4902985 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4903274.500000 Penalty: 5296.257324
	Iteration 17Q: 3 clusters Score -4903274 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4903484.000000 Penalty: 5296.257324
	Iteration 18Q: 3 clusters Score -4903484 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4903572.000000 Penalty: 5296.257324
	Iteration 19Q: 3 clusters Score -4903572 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4903653.000000 Penalty: 5296.257324
	Iteration 20F: 3 clusters Score -4903653 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4903698.500000 Penalty: 5296.257324
	Iteration 21Q: 3 clusters Score -4903698 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4903739.500000 Penalty: 5296.257324
	Iteration 22Q: 3 clusters Score -4903740 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4903765.500000 Penalty: 5296.257324
	Iteration 23Q: 3 clusters Score -4903766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4903786.000000 Penalty: 5296.257324
	Iteration 24Q: 3 clusters Score -4903786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4903810.000000 Penalty: 5296.257324
	Iteration 25Q: 3 clusters Score -4903810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4903825.500000 Penalty: 5296.257324
	Iteration 26Q: 3 clusters Score -4903826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4903827.500000 Penalty: 5296.257324
	Iteration 27Q: 3 clusters Score -4903828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4903840.000000 Penalty: 5296.257324
	Iteration 28Q: 3 clusters Score -4903840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4903850.500000 Penalty: 5296.257324
	Iteration 29Q: 3 clusters Score -4903850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4903853.000000 Penalty: 5296.257324
	Iteration 30Q: 3 clusters Score -4903853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4903862.000000 Penalty: 5296.257324
	Iteration 31Q: 3 clusters Score -4903862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4903870.000000 Penalty: 5296.257324
	Iteration 32Q: 3 clusters Score -4903870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4903875.500000 Penalty: 5296.257324
	Iteration 33Q: 3 clusters Score -4903876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4903881.000000 Penalty: 5296.257324
	Iteration 34Q: 3 clusters Score -4903881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4903888.000000 Penalty: 5296.257324
	Iteration 35Q: 3 clusters Score -4903888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4903887.500000 Penalty: 5296.257324
	Iteration 36Q: 3 clusters Score -4903888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4903892.500000 Penalty: 5296.257324
	Iteration 37Q: 3 clusters Score -4903892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4903898.500000 Penalty: 5296.257324
	Iteration 38Q: 3 clusters Score -4903898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4903896.000000 Penalty: 5296.257324
	Iteration 39Q: 3 clusters Score -4903896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4903893.000000 Penalty: 5296.257324
	Iteration 40F: 3 clusters Score -4903893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4903892.500000 Penalty: 5296.257324
	Iteration 41Q: 3 clusters Score -4903892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4903890.500000 Penalty: 5296.257324
	Iteration 42Q: 3 clusters Score -4903890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4903893.000000 Penalty: 5296.257324
	Iteration 43Q: 3 clusters Score -4903893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4903890.500000 Penalty: 5296.257324
	Iteration 44Q: 3 clusters Score -4903890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4903895.000000 Penalty: 5296.257324
	Iteration 45Q: 3 clusters Score -4903895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4903890.500000 Penalty: 5296.257324
	Iteration 46Q: 3 clusters Score -4903890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4903885.500000 Penalty: 5296.257324
	Iteration 47Q: 3 clusters Score -4903886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4903885.500000 Penalty: 5296.257324
	Iteration 48F: 3 clusters Score -4903886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Entering Unmasked Estep 
Score: -1780559.875000 Penalty: 2387.269287
	Iteration 0F: 2 clusters Score -1780560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1769553.125000 Penalty: 4774.538574
	Iteration 0F: 3 clusters Score -1769553 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1772893.000000 Penalty: 4774.538574
	Iteration 1F: 3 clusters Score -1772893 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1773217.125000 Penalty: 4774.538574
	Iteration 2F: 3 clusters Score -1773217 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1773527.500000 Penalty: 4774.538574
	Iteration 3Q: 3 clusters Score -1773528 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1773803.125000 Penalty: 4774.538574
	Iteration 4Q: 3 clusters Score -1773803 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1774086.125000 Penalty: 4774.538574
	Iteration 5Q: 3 clusters Score -1774086 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1774410.250000 Penalty: 4774.538574
	Iteration 6Q: 3 clusters Score -1774410 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1774851.000000 Penalty: 4774.538574
	Iteration 7Q: 3 clusters Score -1774851 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1775447.500000 Penalty: 4774.538574
	Iteration 8F: 3 clusters Score -1775448 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1776156.500000 Penalty: 4774.538574
	Iteration 9F: 3 clusters Score -1776156 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1776886.500000 Penalty: 4774.538574
	Iteration 10F: 3 clusters Score -1776886 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1777541.500000 Penalty: 4774.538574
	Iteration 11Q: 3 clusters Score -1777542 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1777946.500000 Penalty: 4774.538574
	Iteration 12Q: 3 clusters Score -1777946 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1778130.375000 Penalty: 4774.538574
	Iteration 13Q: 3 clusters Score -1778130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1778254.125000 Penalty: 4774.538574
	Iteration 14Q: 3 clusters Score -1778254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1778320.500000 Penalty: 4774.538574
	Iteration 15Q: 3 clusters Score -1778320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1778370.875000 Penalty: 4774.538574
	Iteration 16Q: 3 clusters Score -1778371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1778404.875000 Penalty: 4774.538574
	Iteration 17Q: 3 clusters Score -1778405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1778434.500000 Penalty: 4774.538574
	Iteration 18Q: 3 clusters Score -1778434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1778451.875000 Penalty: 4774.538574
	Iteration 19Q: 3 clusters Score -1778452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1778463.750000 Penalty: 4774.538574
	Iteration 20F: 3 clusters Score -1778464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1778462.250000 Penalty: 4774.538574
	Iteration 21Q: 3 clusters Score -1778462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1778462.250000 Penalty: 4774.538574
	Iteration 22F: 3 clusters Score -1778462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 27077 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22597 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144893 members 
Mstep: Class 11 contains 3815 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316647 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65645 members 
Mstep: Class 20 contains 76999 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34559 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16704 members 
Mstep: Class 28 contains 43388 members 
Mstep: Class 29 contains 15155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693376.000000 Penalty: 97933.328125
Iteration 239Q: 30 clusters Score -9.269338e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 27077 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22596 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144907 members 
Mstep: Class 11 contains 3821 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316637 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65644 members 
Mstep: Class 20 contains 76995 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34559 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16704 members 
Mstep: Class 28 contains 43385 members 
Mstep: Class 29 contains 15156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693320.000000 Penalty: 97933.328125
Iteration 240F: 30 clusters Score -9.269332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 27077 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22597 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144916 members 
Mstep: Class 11 contains 3826 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316633 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65644 members 
Mstep: Class 20 contains 76988 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34558 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16704 members 
Mstep: Class 28 contains 43382 members 
Mstep: Class 29 contains 15156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693272.000000 Penalty: 97933.328125
Iteration 241Q: 30 clusters Score -9.269327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4373 members 
Mstep: Class 3 contains 27077 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22598 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144924 members 
Mstep: Class 11 contains 3831 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316628 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65644 members 
Mstep: Class 20 contains 76980 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34557 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16705 members 
Mstep: Class 28 contains 43380 members 
Mstep: Class 29 contains 15156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693264.000000 Penalty: 97933.328125
Iteration 242Q: 30 clusters Score -9.269326e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 27078 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22598 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144940 members 
Mstep: Class 11 contains 3835 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316614 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65644 members 
Mstep: Class 20 contains 76975 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34555 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16706 members 
Mstep: Class 28 contains 43380 members 
Mstep: Class 29 contains 15156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693296.000000 Penalty: 97933.328125
Iteration 243Q: 30 clusters Score -9.26933e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 27078 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22598 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 144954 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316608 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65644 members 
Mstep: Class 20 contains 76967 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34555 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16705 members 
Mstep: Class 28 contains 43380 members 
Mstep: Class 29 contains 15156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693312.000000 Penalty: 97933.328125
Iteration 244Q: 30 clusters Score -9.269331e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 27078 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 144962 members 
Mstep: Class 11 contains 3842 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316608 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65644 members 
Mstep: Class 20 contains 76956 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34554 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16707 members 
Mstep: Class 28 contains 43379 members 
Mstep: Class 29 contains 15156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693240.000000 Penalty: 97933.328125
Iteration 245Q: 30 clusters Score -9.269324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 27078 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 144971 members 
Mstep: Class 11 contains 3843 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316609 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65643 members 
Mstep: Class 20 contains 76944 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34554 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16708 members 
Mstep: Class 28 contains 43377 members 
Mstep: Class 29 contains 15156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693144.000000 Penalty: 97933.328125
Iteration 246Q: 30 clusters Score -9.269314e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4371 members 
Mstep: Class 3 contains 27078 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144980 members 
Mstep: Class 11 contains 3845 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316611 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65642 members 
Mstep: Class 20 contains 76932 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34555 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16708 members 
Mstep: Class 28 contains 43375 members 
Mstep: Class 29 contains 15156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693216.000000 Penalty: 97933.328125
Iteration 247Q: 30 clusters Score -9.269322e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4369 members 
Mstep: Class 3 contains 27078 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 144997 members 
Mstep: Class 11 contains 3849 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316614 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65641 members 
Mstep: Class 20 contains 76912 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34556 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16707 members 
Mstep: Class 28 contains 43371 members 
Mstep: Class 29 contains 15157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693192.000000 Penalty: 97933.328125
Iteration 248Q: 30 clusters Score -9.269319e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 27078 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 145017 members 
Mstep: Class 11 contains 3853 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316616 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65643 members 
Mstep: Class 20 contains 76892 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34554 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16707 members 
Mstep: Class 28 contains 43366 members 
Mstep: Class 29 contains 15157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693232.000000 Penalty: 97933.328125
Iteration 249Q: 30 clusters Score -9.269323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 27078 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 145027 members 
Mstep: Class 11 contains 3856 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316624 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65644 members 
Mstep: Class 20 contains 76876 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34554 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16707 members 
Mstep: Class 28 contains 43362 members 
Mstep: Class 29 contains 15157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693288.000000 Penalty: 97933.328125
Iteration 250Q: 30 clusters Score -9.269329e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 27077 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 145040 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316629 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65644 members 
Mstep: Class 20 contains 76865 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34553 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16707 members 
Mstep: Class 28 contains 43357 members 
Mstep: Class 29 contains 15157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693232.000000 Penalty: 97933.328125
Iteration 251Q: 30 clusters Score -9.269323e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 27077 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 145048 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316629 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65645 members 
Mstep: Class 20 contains 76857 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34554 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16708 members 
Mstep: Class 28 contains 43354 members 
Mstep: Class 29 contains 15157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693184.000000 Penalty: 97933.328125
Iteration 252Q: 30 clusters Score -9.269318e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 27078 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 145059 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316626 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65645 members 
Mstep: Class 20 contains 76848 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34552 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43353 members 
Mstep: Class 29 contains 15158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693224.000000 Penalty: 97933.328125
Iteration 253Q: 30 clusters Score -9.269322e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 27076 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 145068 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316633 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65645 members 
Mstep: Class 20 contains 76835 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34550 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16709 members 
Mstep: Class 28 contains 43353 members 
Mstep: Class 29 contains 15160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693184.000000 Penalty: 97933.328125
Iteration 254Q: 30 clusters Score -9.269318e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 27075 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13018 members 
Mstep: Class 10 contains 145082 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316634 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65645 members 
Mstep: Class 20 contains 76821 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34547 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 43353 members 
Mstep: Class 29 contains 15160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693176.000000 Penalty: 97933.328125
Iteration 255Q: 30 clusters Score -9.269318e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 27075 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 145099 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316625 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65646 members 
Mstep: Class 20 contains 76809 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34546 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16714 members 
Mstep: Class 28 contains 43353 members 
Mstep: Class 29 contains 15162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693264.000000 Penalty: 97933.328125
Iteration 256Q: 30 clusters Score -9.269326e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 27074 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13016 members 
Mstep: Class 10 contains 145117 members 
Mstep: Class 11 contains 3859 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316621 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65647 members 
Mstep: Class 20 contains 76799 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34542 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16713 members 
Mstep: Class 28 contains 43353 members 
Mstep: Class 29 contains 15163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693280.000000 Penalty: 97933.328125
Iteration 257Q: 30 clusters Score -9.269328e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 145136 members 
Mstep: Class 11 contains 3859 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316621 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65648 members 
Mstep: Class 20 contains 76780 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34540 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16713 members 
Mstep: Class 28 contains 43353 members 
Mstep: Class 29 contains 15165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693280.000000 Penalty: 97933.328125
Iteration 258Q: 30 clusters Score -9.269328e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 10 contains 145149 members 
Mstep: Class 11 contains 3859 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316628 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65648 members 
Mstep: Class 20 contains 76760 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34538 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16713 members 
Mstep: Class 28 contains 43353 members 
Mstep: Class 29 contains 15167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693264.000000 Penalty: 97933.328125
Iteration 259Q: 30 clusters Score -9.269326e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13016 members 
Mstep: Class 10 contains 145162 members 
Mstep: Class 11 contains 3859 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316630 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65650 members 
Mstep: Class 20 contains 76745 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34537 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 43353 members 
Mstep: Class 29 contains 15169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693304.000000 Penalty: 97933.328125
Iteration 260F: 30 clusters Score -9.26933e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13016 members 
Mstep: Class 10 contains 145166 members 
Mstep: Class 11 contains 3859 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316641 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65650 members 
Mstep: Class 20 contains 76733 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34535 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 43353 members 
Mstep: Class 29 contains 15168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693240.000000 Penalty: 97933.328125
Iteration 261Q: 30 clusters Score -9.269324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13016 members 
Mstep: Class 10 contains 145179 members 
Mstep: Class 11 contains 3859 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316642 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65650 members 
Mstep: Class 20 contains 76720 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34534 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 43353 members 
Mstep: Class 29 contains 15168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693200.000000 Penalty: 97933.328125
Iteration 262Q: 30 clusters Score -9.26932e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13016 members 
Mstep: Class 10 contains 145188 members 
Mstep: Class 11 contains 3859 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316648 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65650 members 
Mstep: Class 20 contains 76708 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34531 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16712 members 
Mstep: Class 28 contains 43353 members 
Mstep: Class 29 contains 15167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693224.000000 Penalty: 97933.328125
Iteration 263Q: 30 clusters Score -9.269322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13016 members 
Mstep: Class 10 contains 145194 members 
Mstep: Class 11 contains 3860 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316655 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65650 members 
Mstep: Class 20 contains 76693 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34532 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16712 members 
Mstep: Class 28 contains 43353 members 
Mstep: Class 29 contains 15167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693320.000000 Penalty: 97933.328125
Iteration 264Q: 30 clusters Score -9.269332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13016 members 
Mstep: Class 10 contains 145199 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316660 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65651 members 
Mstep: Class 20 contains 76682 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34532 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16712 members 
Mstep: Class 28 contains 43352 members 
Mstep: Class 29 contains 15167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693304.000000 Penalty: 97933.328125
Iteration 265Q: 30 clusters Score -9.26933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 145203 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316665 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65652 members 
Mstep: Class 20 contains 76676 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34532 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16712 members 
Mstep: Class 28 contains 43349 members 
Mstep: Class 29 contains 15167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693264.000000 Penalty: 97933.328125
Iteration 266Q: 30 clusters Score -9.269326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 145209 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316666 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65652 members 
Mstep: Class 20 contains 76672 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34532 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16712 members 
Mstep: Class 28 contains 43346 members 
Mstep: Class 29 contains 15167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693224.000000 Penalty: 97933.328125
Iteration 267Q: 30 clusters Score -9.269322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 145213 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316672 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65652 members 
Mstep: Class 20 contains 76665 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34532 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16712 members 
Mstep: Class 28 contains 43344 members 
Mstep: Class 29 contains 15167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693240.000000 Penalty: 97933.328125
Iteration 268Q: 30 clusters Score -9.269324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 145219 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316670 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65653 members 
Mstep: Class 20 contains 76660 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34532 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16712 members 
Mstep: Class 28 contains 43343 members 
Mstep: Class 29 contains 15168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693224.000000 Penalty: 97933.328125
Iteration 269Q: 30 clusters Score -9.269322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 145223 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316671 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65653 members 
Mstep: Class 20 contains 76656 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34532 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16712 members 
Mstep: Class 28 contains 43341 members 
Mstep: Class 29 contains 15169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693200.000000 Penalty: 97933.328125
Iteration 270Q: 30 clusters Score -9.26932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 145228 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316670 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65653 members 
Mstep: Class 20 contains 76651 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34532 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16712 members 
Mstep: Class 28 contains 43341 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693288.000000 Penalty: 97933.328125
Iteration 271Q: 30 clusters Score -9.269329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 145237 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316666 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65653 members 
Mstep: Class 20 contains 76646 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34532 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16712 members 
Mstep: Class 28 contains 43341 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693296.000000 Penalty: 97933.328125
Iteration 272Q: 30 clusters Score -9.26933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27072 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 145246 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316666 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65653 members 
Mstep: Class 20 contains 76639 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34532 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 43341 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693312.000000 Penalty: 97933.328125
Iteration 273Q: 30 clusters Score -9.269331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27070 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 145257 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316666 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65653 members 
Mstep: Class 20 contains 76631 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34532 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43341 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693280.000000 Penalty: 97933.328125
Iteration 274Q: 30 clusters Score -9.269328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 145268 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316667 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65653 members 
Mstep: Class 20 contains 76623 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34532 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16709 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693224.000000 Penalty: 97933.328125
Iteration 275Q: 30 clusters Score -9.269322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145273 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316668 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65653 members 
Mstep: Class 20 contains 76619 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34531 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693248.000000 Penalty: 97933.328125
Iteration 276Q: 30 clusters Score -9.269325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145279 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316666 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65653 members 
Mstep: Class 20 contains 76617 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34531 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693192.000000 Penalty: 97933.328125
Iteration 277Q: 30 clusters Score -9.269319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145283 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316664 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65653 members 
Mstep: Class 20 contains 76614 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34531 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693184.000000 Penalty: 97933.328125
Iteration 278Q: 30 clusters Score -9.269318e+07 nChanged 8
Entering ConstructFrom: 
Score: -92693184.000000 Penalty: 97933.328125
Entering ConstructFrom: 
Trying to split cluster 1 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -733518.500000 Penalty: 2182.316162
	Iteration 0F: 2 clusters Score -733518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -728050.687500 Penalty: 4364.632324
	Iteration 0F: 3 clusters Score -728050.7 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -729512.812500 Penalty: 4364.632324
	Iteration 1F: 3 clusters Score -729512.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -729980.187500 Penalty: 4364.632324
	Iteration 2F: 3 clusters Score -729980.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -730440.687500 Penalty: 4364.632324
	Iteration 3F: 3 clusters Score -730440.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -730866.875000 Penalty: 4364.632324
	Iteration 4F: 3 clusters Score -730866.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -731264.562500 Penalty: 4364.632324
	Iteration 5F: 3 clusters Score -731264.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -731653.937500 Penalty: 4364.632324
	Iteration 6F: 3 clusters Score -731653.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -731917.437500 Penalty: 4364.632324
	Iteration 7F: 3 clusters Score -731917.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -732113.250000 Penalty: 4364.632324
	Iteration 8Q: 3 clusters Score -732113.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -732225.812500 Penalty: 4364.632324
	Iteration 9Q: 3 clusters Score -732225.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -732286.062500 Penalty: 4364.632324
	Iteration 10Q: 3 clusters Score -732286.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -732325.375000 Penalty: 4364.632324
	Iteration 11Q: 3 clusters Score -732325.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -732344.062500 Penalty: 4364.632324
	Iteration 12Q: 3 clusters Score -732344.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -732355.437500 Penalty: 4364.632324
	Iteration 13Q: 3 clusters Score -732355.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -732367.187500 Penalty: 4364.632324
	Iteration 14Q: 3 clusters Score -732367.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -732377.562500 Penalty: 4364.632324
	Iteration 15Q: 3 clusters Score -732377.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -732384.312500 Penalty: 4364.632324
	Iteration 16Q: 3 clusters Score -732384.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -732391.875000 Penalty: 4364.632324
	Iteration 17Q: 3 clusters Score -732391.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -732400.062500 Penalty: 4364.632324
	Iteration 18Q: 3 clusters Score -732400.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -732410.750000 Penalty: 4364.632324
	Iteration 19Q: 3 clusters Score -732410.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -732415.312500 Penalty: 4364.632324
	Iteration 20F: 3 clusters Score -732415.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -732422.000000 Penalty: 4364.632324
	Iteration 21Q: 3 clusters Score -732422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -732429.687500 Penalty: 4364.632324
	Iteration 22Q: 3 clusters Score -732429.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -732432.375000 Penalty: 4364.632324
	Iteration 23Q: 3 clusters Score -732432.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -732437.000000 Penalty: 4364.632324
	Iteration 24Q: 3 clusters Score -732437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -732442.500000 Penalty: 4364.632324
	Iteration 25Q: 3 clusters Score -732442.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -732442.187500 Penalty: 4364.632324
	Iteration 26Q: 3 clusters Score -732442.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -732446.187500 Penalty: 4364.632324
	Iteration 27Q: 3 clusters Score -732446.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -732448.250000 Penalty: 4364.632324
	Iteration 28Q: 3 clusters Score -732448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -732448.437500 Penalty: 4364.632324
	Iteration 29Q: 3 clusters Score -732448.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -732449.812500 Penalty: 4364.632324
	Iteration 30Q: 3 clusters Score -732449.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -732451.437500 Penalty: 4364.632324
	Iteration 31Q: 3 clusters Score -732451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -732454.500000 Penalty: 4364.632324
	Iteration 32Q: 3 clusters Score -732454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -732454.187500 Penalty: 4364.632324
	Iteration 33Q: 3 clusters Score -732454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -732453.562500 Penalty: 4364.632324
	Iteration 34Q: 3 clusters Score -732453.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -732455.562500 Penalty: 4364.632324
	Iteration 35Q: 3 clusters Score -732455.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -732456.062500 Penalty: 4364.632324
	Iteration 36Q: 3 clusters Score -732456.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -732456.062500 Penalty: 4364.632324
	Iteration 37F: 3 clusters Score -732456.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Entering Unmasked Estep 
Score: -495833.156250 Penalty: 2078.580566
	Iteration 0F: 2 clusters Score -495833.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -491692.468750 Penalty: 4157.161133
	Iteration 0F: 3 clusters Score -491692.5 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -492719.968750 Penalty: 4157.161133
	Iteration 1F: 3 clusters Score -492720 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -492976.593750 Penalty: 4157.161133
	Iteration 2F: 3 clusters Score -492976.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -493165.718750 Penalty: 4157.161133
	Iteration 3F: 3 clusters Score -493165.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -493318.093750 Penalty: 4157.161133
	Iteration 4Q: 3 clusters Score -493318.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -493472.500000 Penalty: 4157.161133
	Iteration 5Q: 3 clusters Score -493472.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -493638.312500 Penalty: 4157.161133
	Iteration 6Q: 3 clusters Score -493638.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -493808.406250 Penalty: 4157.161133
	Iteration 7Q: 3 clusters Score -493808.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -493965.843750 Penalty: 4157.161133
	Iteration 8Q: 3 clusters Score -493965.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -494122.156250 Penalty: 4157.161133
	Iteration 9Q: 3 clusters Score -494122.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -494260.218750 Penalty: 4157.161133
	Iteration 10Q: 3 clusters Score -494260.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -494375.625000 Penalty: 4157.161133
	Iteration 11Q: 3 clusters Score -494375.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -494467.968750 Penalty: 4157.161133
	Iteration 12Q: 3 clusters Score -494468 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -494530.781250 Penalty: 4157.161133
	Iteration 13Q: 3 clusters Score -494530.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -494580.125000 Penalty: 4157.161133
	Iteration 14Q: 3 clusters Score -494580.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -494615.312500 Penalty: 4157.161133
	Iteration 15Q: 3 clusters Score -494615.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -494641.781250 Penalty: 4157.161133
	Iteration 16Q: 3 clusters Score -494641.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -494664.375000 Penalty: 4157.161133
	Iteration 17Q: 3 clusters Score -494664.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -494673.031250 Penalty: 4157.161133
	Iteration 18Q: 3 clusters Score -494673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -494674.812500 Penalty: 4157.161133
	Iteration 19Q: 3 clusters Score -494674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -494688.281250 Penalty: 4157.161133
	Iteration 20F: 3 clusters Score -494688.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -494698.125000 Penalty: 4157.161133
	Iteration 21Q: 3 clusters Score -494698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -494701.062500 Penalty: 4157.161133
	Iteration 22Q: 3 clusters Score -494701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -494703.875000 Penalty: 4157.161133
	Iteration 23Q: 3 clusters Score -494703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -494704.093750 Penalty: 4157.161133
	Iteration 24Q: 3 clusters Score -494704.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -494704.093750 Penalty: 4157.161133
	Iteration 25F: 3 clusters Score -494704.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Entering Unmasked Estep 
Score: -3180774.000000 Penalty: 2531.123779
	Iteration 0F: 2 clusters Score -3180774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -3162169.750000 Penalty: 5062.247559
	Iteration 0F: 3 clusters Score -3162170 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3168687.500000 Penalty: 5062.247559
	Iteration 1F: 3 clusters Score -3168688 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3169102.250000 Penalty: 5062.247559
	Iteration 2Q: 3 clusters Score -3169102 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -3169480.000000 Penalty: 5062.247559
	Iteration 3Q: 3 clusters Score -3169480 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3169894.500000 Penalty: 5062.247559
	Iteration 4Q: 3 clusters Score -3169894 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3170271.250000 Penalty: 5062.247559
	Iteration 5Q: 3 clusters Score -3170271 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3170630.750000 Penalty: 5062.247559
	Iteration 6Q: 3 clusters Score -3170631 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3170993.000000 Penalty: 5062.247559
	Iteration 7Q: 3 clusters Score -3170993 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3171410.750000 Penalty: 5062.247559
	Iteration 8Q: 3 clusters Score -3171411 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3171855.750000 Penalty: 5062.247559
	Iteration 9Q: 3 clusters Score -3171856 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3172338.500000 Penalty: 5062.247559
	Iteration 10Q: 3 clusters Score -3172338 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3172986.000000 Penalty: 5062.247559
	Iteration 11Q: 3 clusters Score -3172986 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3173709.000000 Penalty: 5062.247559
	Iteration 12Q: 3 clusters Score -3173709 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -3174395.000000 Penalty: 5062.247559
	Iteration 13Q: 3 clusters Score -3174395 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3174876.500000 Penalty: 5062.247559
	Iteration 14Q: 3 clusters Score -3174876 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3175132.250000 Penalty: 5062.247559
	Iteration 15Q: 3 clusters Score -3175132 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3175253.750000 Penalty: 5062.247559
	Iteration 16Q: 3 clusters Score -3175254 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3175331.750000 Penalty: 5062.247559
	Iteration 17Q: 3 clusters Score -3175332 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3175372.000000 Penalty: 5062.247559
	Iteration 18Q: 3 clusters Score -3175372 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3175409.500000 Penalty: 5062.247559
	Iteration 19Q: 3 clusters Score -3175410 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3175442.750000 Penalty: 5062.247559
	Iteration 20F: 3 clusters Score -3175443 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3175459.750000 Penalty: 5062.247559
	Iteration 21Q: 3 clusters Score -3175460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3175489.000000 Penalty: 5062.247559
	Iteration 22Q: 3 clusters Score -3175489 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3175509.500000 Penalty: 5062.247559
	Iteration 23Q: 3 clusters Score -3175510 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3175534.750000 Penalty: 5062.247559
	Iteration 24Q: 3 clusters Score -3175535 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3175562.250000 Penalty: 5062.247559
	Iteration 25Q: 3 clusters Score -3175562 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3175601.500000 Penalty: 5062.247559
	Iteration 26Q: 3 clusters Score -3175602 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3175606.000000 Penalty: 5062.247559
	Iteration 27Q: 3 clusters Score -3175606 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3175631.250000 Penalty: 5062.247559
	Iteration 28Q: 3 clusters Score -3175631 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3175648.000000 Penalty: 5062.247559
	Iteration 29Q: 3 clusters Score -3175648 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3175652.000000 Penalty: 5062.247559
	Iteration 30Q: 3 clusters Score -3175652 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3175687.250000 Penalty: 5062.247559
	Iteration 31Q: 3 clusters Score -3175687 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3175701.500000 Penalty: 5062.247559
	Iteration 32Q: 3 clusters Score -3175702 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3175724.750000 Penalty: 5062.247559
	Iteration 33Q: 3 clusters Score -3175725 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3175771.750000 Penalty: 5062.247559
	Iteration 34Q: 3 clusters Score -3175772 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3175811.000000 Penalty: 5062.247559
	Iteration 35Q: 3 clusters Score -3175811 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3175825.250000 Penalty: 5062.247559
	Iteration 36Q: 3 clusters Score -3175825 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3175847.000000 Penalty: 5062.247559
	Iteration 37Q: 3 clusters Score -3175847 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3175892.500000 Penalty: 5062.247559
	Iteration 38Q: 3 clusters Score -3175892 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3175914.000000 Penalty: 5062.247559
	Iteration 39Q: 3 clusters Score -3175914 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3175925.750000 Penalty: 5062.247559
	Iteration 40F: 3 clusters Score -3175926 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3175960.750000 Penalty: 5062.247559
	Iteration 41Q: 3 clusters Score -3175961 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3175996.000000 Penalty: 5062.247559
	Iteration 42Q: 3 clusters Score -3175996 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3176030.250000 Penalty: 5062.247559
	Iteration 43Q: 3 clusters Score -3176030 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3176054.000000 Penalty: 5062.247559
	Iteration 44Q: 3 clusters Score -3176054 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3176097.500000 Penalty: 5062.247559
	Iteration 45Q: 3 clusters Score -3176098 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3176133.000000 Penalty: 5062.247559
	Iteration 46Q: 3 clusters Score -3176133 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3176170.500000 Penalty: 5062.247559
	Iteration 47Q: 3 clusters Score -3176170 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -3176180.250000 Penalty: 5062.247559
	Iteration 48Q: 3 clusters Score -3176180 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3176211.750000 Penalty: 5062.247559
	Iteration 49Q: 3 clusters Score -3176212 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -3176246.750000 Penalty: 5062.247559
	Iteration 50Q: 3 clusters Score -3176247 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3176278.500000 Penalty: 5062.247559
	Iteration 51Q: 3 clusters Score -3176278 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3176323.000000 Penalty: 5062.247559
	Iteration 52Q: 3 clusters Score -3176323 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -3176371.000000 Penalty: 5062.247559
	Iteration 53Q: 3 clusters Score -3176371 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3176396.250000 Penalty: 5062.247559
	Iteration 54Q: 3 clusters Score -3176396 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3176447.500000 Penalty: 5062.247559
	Iteration 55Q: 3 clusters Score -3176448 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3176480.750000 Penalty: 5062.247559
	Iteration 56Q: 3 clusters Score -3176481 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3176536.500000 Penalty: 5062.247559
	Iteration 57Q: 3 clusters Score -3176536 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3176563.000000 Penalty: 5062.247559
	Iteration 58Q: 3 clusters Score -3176563 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -3176623.500000 Penalty: 5062.247559
	Iteration 59Q: 3 clusters Score -3176624 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -3176694.500000 Penalty: 5062.247559
	Iteration 60F: 3 clusters Score -3176694 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3176770.500000 Penalty: 5062.247559
	Iteration 61Q: 3 clusters Score -3176770 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -3176837.000000 Penalty: 5062.247559
	Iteration 62Q: 3 clusters Score -3176837 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3176910.250000 Penalty: 5062.247559
	Iteration 63Q: 3 clusters Score -3176910 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3176986.750000 Penalty: 5062.247559
	Iteration 64Q: 3 clusters Score -3176987 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3177077.000000 Penalty: 5062.247559
	Iteration 65Q: 3 clusters Score -3177077 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3177141.500000 Penalty: 5062.247559
	Iteration 66Q: 3 clusters Score -3177142 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -3177191.750000 Penalty: 5062.247559
	Iteration 67Q: 3 clusters Score -3177192 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3177261.000000 Penalty: 5062.247559
	Iteration 68Q: 3 clusters Score -3177261 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3177339.750000 Penalty: 5062.247559
	Iteration 69Q: 3 clusters Score -3177340 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3177393.250000 Penalty: 5062.247559
	Iteration 70Q: 3 clusters Score -3177393 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -3177462.500000 Penalty: 5062.247559
	Iteration 71Q: 3 clusters Score -3177462 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3177522.250000 Penalty: 5062.247559
	Iteration 72Q: 3 clusters Score -3177522 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -3177583.250000 Penalty: 5062.247559
	Iteration 73Q: 3 clusters Score -3177583 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3177627.000000 Penalty: 5062.247559
	Iteration 74Q: 3 clusters Score -3177627 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3177688.750000 Penalty: 5062.247559
	Iteration 75Q: 3 clusters Score -3177689 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -3177757.000000 Penalty: 5062.247559
	Iteration 76Q: 3 clusters Score -3177757 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3177822.000000 Penalty: 5062.247559
	Iteration 77Q: 3 clusters Score -3177822 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3177875.250000 Penalty: 5062.247559
	Iteration 78Q: 3 clusters Score -3177875 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3177908.000000 Penalty: 5062.247559
	Iteration 79Q: 3 clusters Score -3177908 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3177945.750000 Penalty: 5062.247559
	Iteration 80F: 3 clusters Score -3177946 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3177991.750000 Penalty: 5062.247559
	Iteration 81Q: 3 clusters Score -3177992 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3178022.500000 Penalty: 5062.247559
	Iteration 82Q: 3 clusters Score -3178022 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3178064.750000 Penalty: 5062.247559
	Iteration 83Q: 3 clusters Score -3178065 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3178100.500000 Penalty: 5062.247559
	Iteration 84Q: 3 clusters Score -3178100 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3178132.000000 Penalty: 5062.247559
	Iteration 85Q: 3 clusters Score -3178132 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3178173.250000 Penalty: 5062.247559
	Iteration 86Q: 3 clusters Score -3178173 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3178209.000000 Penalty: 5062.247559
	Iteration 87Q: 3 clusters Score -3178209 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -3178228.250000 Penalty: 5062.247559
	Iteration 88Q: 3 clusters Score -3178228 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -3178256.750000 Penalty: 5062.247559
	Iteration 89Q: 3 clusters Score -3178257 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3178275.750000 Penalty: 5062.247559
	Iteration 90Q: 3 clusters Score -3178276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3178300.000000 Penalty: 5062.247559
	Iteration 91Q: 3 clusters Score -3178300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3178313.500000 Penalty: 5062.247559
	Iteration 92Q: 3 clusters Score -3178314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3178342.000000 Penalty: 5062.247559
	Iteration 93Q: 3 clusters Score -3178342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3178363.250000 Penalty: 5062.247559
	Iteration 94Q: 3 clusters Score -3178363 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3178377.000000 Penalty: 5062.247559
	Iteration 95Q: 3 clusters Score -3178377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3178394.250000 Penalty: 5062.247559
	Iteration 96Q: 3 clusters Score -3178394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3178413.250000 Penalty: 5062.247559
	Iteration 97Q: 3 clusters Score -3178413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3178417.750000 Penalty: 5062.247559
	Iteration 98Q: 3 clusters Score -3178418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3178428.000000 Penalty: 5062.247559
	Iteration 99Q: 3 clusters Score -3178428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3178439.000000 Penalty: 5062.247559
	Iteration 100F: 3 clusters Score -3178439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3178450.250000 Penalty: 5062.247559
	Iteration 101Q: 3 clusters Score -3178450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3178452.000000 Penalty: 5062.247559
	Iteration 102Q: 3 clusters Score -3178452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3178462.750000 Penalty: 5062.247559
	Iteration 103Q: 3 clusters Score -3178463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3178473.250000 Penalty: 5062.247559
	Iteration 104Q: 3 clusters Score -3178473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3178475.250000 Penalty: 5062.247559
	Iteration 105Q: 3 clusters Score -3178475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3178469.750000 Penalty: 5062.247559
	Iteration 106Q: 3 clusters Score -3178470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3178489.750000 Penalty: 5062.247559
	Iteration 107Q: 3 clusters Score -3178490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3178494.500000 Penalty: 5062.247559
	Iteration 108Q: 3 clusters Score -3178494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -3178501.500000 Penalty: 5062.247559
	Iteration 109Q: 3 clusters Score -3178502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3178507.250000 Penalty: 5062.247559
	Iteration 110Q: 3 clusters Score -3178507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3178506.750000 Penalty: 5062.247559
	Iteration 111Q: 3 clusters Score -3178507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3178511.250000 Penalty: 5062.247559
	Iteration 112Q: 3 clusters Score -3178511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3178507.750000 Penalty: 5062.247559
	Iteration 113Q: 3 clusters Score -3178508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3178515.750000 Penalty: 5062.247559
	Iteration 114Q: 3 clusters Score -3178516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3178519.500000 Penalty: 5062.247559
	Iteration 115Q: 3 clusters Score -3178520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3178523.750000 Penalty: 5062.247559
	Iteration 116Q: 3 clusters Score -3178524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -3178528.750000 Penalty: 5062.247559
	Iteration 117Q: 3 clusters Score -3178529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3178527.750000 Penalty: 5062.247559
	Iteration 118Q: 3 clusters Score -3178528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3178527.250000 Penalty: 5062.247559
	Iteration 119Q: 3 clusters Score -3178527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3178526.500000 Penalty: 5062.247559
	Iteration 120F: 3 clusters Score -3178526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3178526.750000 Penalty: 5062.247559
	Iteration 121Q: 3 clusters Score -3178527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3178526.750000 Penalty: 5062.247559
	Iteration 122F: 3 clusters Score -3178527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -288960.531250 Penalty: 1930.446167
	Iteration 0F: 2 clusters Score -288960.5 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 1211 members 
Entering Unmasked Estep 
Score: -286046.625000 Penalty: 3860.892334
	Iteration 0F: 3 clusters Score -286046.6 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -286588.406250 Penalty: 3860.892334
	Iteration 1F: 3 clusters Score -286588.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -286734.937500 Penalty: 3860.892334
	Iteration 2F: 3 clusters Score -286734.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -286816.625000 Penalty: 3860.892334
	Iteration 3Q: 3 clusters Score -286816.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -286880.406250 Penalty: 3860.892334
	Iteration 4Q: 3 clusters Score -286880.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -286911.531250 Penalty: 3860.892334
	Iteration 5Q: 3 clusters Score -286911.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -286939.531250 Penalty: 3860.892334
	Iteration 6Q: 3 clusters Score -286939.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -286962.437500 Penalty: 3860.892334
	Iteration 7Q: 3 clusters Score -286962.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -286974.843750 Penalty: 3860.892334
	Iteration 8Q: 3 clusters Score -286974.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -286985.656250 Penalty: 3860.892334
	Iteration 9Q: 3 clusters Score -286985.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -286993.031250 Penalty: 3860.892334
	Iteration 10Q: 3 clusters Score -286993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -287000.875000 Penalty: 3860.892334
	Iteration 11Q: 3 clusters Score -287000.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -287005.500000 Penalty: 3860.892334
	Iteration 12Q: 3 clusters Score -287005.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -287007.937500 Penalty: 3860.892334
	Iteration 13Q: 3 clusters Score -287007.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -287008.625000 Penalty: 3860.892334
	Iteration 14Q: 3 clusters Score -287008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -287009.500000 Penalty: 3860.892334
	Iteration 15Q: 3 clusters Score -287009.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -287009.500000 Penalty: 3860.892334
	Iteration 16F: 3 clusters Score -287009.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Entering Unmasked Estep 
Score: -2650031.500000 Penalty: 2486.385742
	Iteration 0F: 2 clusters Score -2650032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2634350.000000 Penalty: 4972.771484
	Iteration 0F: 3 clusters Score -2634350 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2639787.500000 Penalty: 4972.771484
	Iteration 1F: 3 clusters Score -2639788 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2640332.250000 Penalty: 4972.771484
	Iteration 2F: 3 clusters Score -2640332 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2640798.000000 Penalty: 4972.771484
	Iteration 3F: 3 clusters Score -2640798 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2641280.500000 Penalty: 4972.771484
	Iteration 4Q: 3 clusters Score -2641280 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2641746.250000 Penalty: 4972.771484
	Iteration 5Q: 3 clusters Score -2641746 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2642286.000000 Penalty: 4972.771484
	Iteration 6Q: 3 clusters Score -2642286 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2642884.750000 Penalty: 4972.771484
	Iteration 7Q: 3 clusters Score -2642885 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2643587.000000 Penalty: 4972.771484
	Iteration 8Q: 3 clusters Score -2643587 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2644367.250000 Penalty: 4972.771484
	Iteration 9F: 3 clusters Score -2644367 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2645325.250000 Penalty: 4972.771484
	Iteration 10F: 3 clusters Score -2645325 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2646275.250000 Penalty: 4972.771484
	Iteration 11F: 3 clusters Score -2646275 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2647049.250000 Penalty: 4972.771484
	Iteration 12F: 3 clusters Score -2647049 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2647645.250000 Penalty: 4972.771484
	Iteration 13Q: 3 clusters Score -2647645 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2647999.750000 Penalty: 4972.771484
	Iteration 14Q: 3 clusters Score -2648000 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2648307.500000 Penalty: 4972.771484
	Iteration 15Q: 3 clusters Score -2648308 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2648517.000000 Penalty: 4972.771484
	Iteration 16Q: 3 clusters Score -2648517 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2648638.750000 Penalty: 4972.771484
	Iteration 17Q: 3 clusters Score -2648639 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2648751.750000 Penalty: 4972.771484
	Iteration 18Q: 3 clusters Score -2648752 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2648826.000000 Penalty: 4972.771484
	Iteration 19Q: 3 clusters Score -2648826 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2648873.750000 Penalty: 4972.771484
	Iteration 20F: 3 clusters Score -2648874 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2648900.250000 Penalty: 4972.771484
	Iteration 21Q: 3 clusters Score -2648900 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2648936.000000 Penalty: 4972.771484
	Iteration 22Q: 3 clusters Score -2648936 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2648954.250000 Penalty: 4972.771484
	Iteration 23Q: 3 clusters Score -2648954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2648959.750000 Penalty: 4972.771484
	Iteration 24Q: 3 clusters Score -2648960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2648965.500000 Penalty: 4972.771484
	Iteration 25Q: 3 clusters Score -2648966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2648970.000000 Penalty: 4972.771484
	Iteration 26Q: 3 clusters Score -2648970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2648977.500000 Penalty: 4972.771484
	Iteration 27Q: 3 clusters Score -2648978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2648982.000000 Penalty: 4972.771484
	Iteration 28Q: 3 clusters Score -2648982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2648986.500000 Penalty: 4972.771484
	Iteration 29Q: 3 clusters Score -2648986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2648992.750000 Penalty: 4972.771484
	Iteration 30Q: 3 clusters Score -2648993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2648997.750000 Penalty: 4972.771484
	Iteration 31Q: 3 clusters Score -2648998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2649001.500000 Penalty: 4972.771484
	Iteration 32Q: 3 clusters Score -2649002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2648999.250000 Penalty: 4972.771484
	Iteration 33Q: 3 clusters Score -2648999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2649001.000000 Penalty: 4972.771484
	Iteration 34Q: 3 clusters Score -2649001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2649002.500000 Penalty: 4972.771484
	Iteration 35Q: 3 clusters Score -2649002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2649002.250000 Penalty: 4972.771484
	Iteration 36Q: 3 clusters Score -2649002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2648997.000000 Penalty: 4972.771484
	Iteration 37Q: 3 clusters Score -2648997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2648997.250000 Penalty: 4972.771484
	Iteration 38Q: 3 clusters Score -2648997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2648996.750000 Penalty: 4972.771484
	Iteration 39Q: 3 clusters Score -2648997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2649003.500000 Penalty: 4972.771484
	Iteration 40F: 3 clusters Score -2649004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2649000.500000 Penalty: 4972.771484
	Iteration 41Q: 3 clusters Score -2649000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2649001.750000 Penalty: 4972.771484
	Iteration 42Q: 3 clusters Score -2649002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2649000.750000 Penalty: 4972.771484
	Iteration 43Q: 3 clusters Score -2649001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2649000.750000 Penalty: 4972.771484
	Iteration 44Q: 3 clusters Score -2649001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2649006.000000 Penalty: 4972.771484
	Iteration 45Q: 3 clusters Score -2649006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2649009.500000 Penalty: 4972.771484
	Iteration 46Q: 3 clusters Score -2649010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2649005.750000 Penalty: 4972.771484
	Iteration 47Q: 3 clusters Score -2649006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2649006.750000 Penalty: 4972.771484
	Iteration 48Q: 3 clusters Score -2649007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2649005.500000 Penalty: 4972.771484
	Iteration 49Q: 3 clusters Score -2649006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2649005.250000 Penalty: 4972.771484
	Iteration 50Q: 3 clusters Score -2649005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2649001.750000 Penalty: 4972.771484
	Iteration 51Q: 3 clusters Score -2649002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2648999.000000 Penalty: 4972.771484
	Iteration 52Q: 3 clusters Score -2648999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2648999.000000 Penalty: 4972.771484
	Iteration 53F: 3 clusters Score -2648999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -273649.906250 Penalty: 1925.861206
	Iteration 0F: 2 clusters Score -273649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -270804.406250 Penalty: 3851.722412
	Iteration 0F: 3 clusters Score -270804.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -271310.468750 Penalty: 3851.722412
	Iteration 1F: 3 clusters Score -271310.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -271449.406250 Penalty: 3851.722412
	Iteration 2F: 3 clusters Score -271449.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -271517.937500 Penalty: 3851.722412
	Iteration 3Q: 3 clusters Score -271517.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -271557.750000 Penalty: 3851.722412
	Iteration 4Q: 3 clusters Score -271557.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -271589.562500 Penalty: 3851.722412
	Iteration 5Q: 3 clusters Score -271589.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -271613.593750 Penalty: 3851.722412
	Iteration 6Q: 3 clusters Score -271613.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -271627.281250 Penalty: 3851.722412
	Iteration 7Q: 3 clusters Score -271627.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -271638.937500 Penalty: 3851.722412
	Iteration 8Q: 3 clusters Score -271638.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -271645.781250 Penalty: 3851.722412
	Iteration 9Q: 3 clusters Score -271645.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -271651.406250 Penalty: 3851.722412
	Iteration 10Q: 3 clusters Score -271651.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -271654.531250 Penalty: 3851.722412
	Iteration 11Q: 3 clusters Score -271654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -271658.218750 Penalty: 3851.722412
	Iteration 12Q: 3 clusters Score -271658.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -271662.812500 Penalty: 3851.722412
	Iteration 13Q: 3 clusters Score -271662.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -271666.250000 Penalty: 3851.722412
	Iteration 14Q: 3 clusters Score -271666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -271666.468750 Penalty: 3851.722412
	Iteration 15Q: 3 clusters Score -271666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -271668.156250 Penalty: 3851.722412
	Iteration 16Q: 3 clusters Score -271668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -271671.000000 Penalty: 3851.722412
	Iteration 17Q: 3 clusters Score -271671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -271674.000000 Penalty: 3851.722412
	Iteration 18Q: 3 clusters Score -271674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -271676.906250 Penalty: 3851.722412
	Iteration 19Q: 3 clusters Score -271676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -271678.750000 Penalty: 3851.722412
	Iteration 20F: 3 clusters Score -271678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -271680.906250 Penalty: 3851.722412
	Iteration 21Q: 3 clusters Score -271680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -271682.000000 Penalty: 3851.722412
	Iteration 22Q: 3 clusters Score -271682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -271683.562500 Penalty: 3851.722412
	Iteration 23Q: 3 clusters Score -271683.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -271684.000000 Penalty: 3851.722412
	Iteration 24Q: 3 clusters Score -271684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -271684.281250 Penalty: 3851.722412
	Iteration 25Q: 3 clusters Score -271684.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -271684.281250 Penalty: 3851.722412
	Iteration 26F: 3 clusters Score -271684.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58907.503906 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57311.601562 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -57311.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57564.171875 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -57564.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57649.945312 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -57649.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57694.320312 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57694.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57714.710938 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -57714.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57726.328125 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -57726.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57736.261719 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -57736.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57741.226562 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -57741.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57748.796875 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -57748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57753.023438 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -57753.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57756.609375 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -57756.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57758.078125 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -57758.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57760.597656 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -57760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57765.558594 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -57765.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57768.308594 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -57768.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57769.812500 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -57769.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57769.812500 Penalty: 3151.767578
	Iteration 16F: 3 clusters Score -57769.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Entering Unmasked Estep 
Score: -606790.437500 Penalty: 2128.811279
	Iteration 0F: 2 clusters Score -606790.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -602050.187500 Penalty: 4257.622559
	Iteration 0F: 3 clusters Score -602050.2 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -603109.437500 Penalty: 4257.622559
	Iteration 1F: 3 clusters Score -603109.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -603327.000000 Penalty: 4257.622559
	Iteration 2F: 3 clusters Score -603327 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -603470.437500 Penalty: 4257.622559
	Iteration 3F: 3 clusters Score -603470.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -603569.000000 Penalty: 4257.622559
	Iteration 4Q: 3 clusters Score -603569 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -603635.375000 Penalty: 4257.622559
	Iteration 5Q: 3 clusters Score -603635.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -603691.500000 Penalty: 4257.622559
	Iteration 6Q: 3 clusters Score -603691.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -603740.500000 Penalty: 4257.622559
	Iteration 7Q: 3 clusters Score -603740.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -603772.875000 Penalty: 4257.622559
	Iteration 8Q: 3 clusters Score -603772.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -603799.187500 Penalty: 4257.622559
	Iteration 9Q: 3 clusters Score -603799.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -603819.250000 Penalty: 4257.622559
	Iteration 10Q: 3 clusters Score -603819.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -603834.437500 Penalty: 4257.622559
	Iteration 11Q: 3 clusters Score -603834.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -603843.937500 Penalty: 4257.622559
	Iteration 12Q: 3 clusters Score -603843.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -603853.125000 Penalty: 4257.622559
	Iteration 13Q: 3 clusters Score -603853.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -603864.125000 Penalty: 4257.622559
	Iteration 14Q: 3 clusters Score -603864.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -603873.937500 Penalty: 4257.622559
	Iteration 15Q: 3 clusters Score -603873.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -603882.875000 Penalty: 4257.622559
	Iteration 16Q: 3 clusters Score -603882.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -603894.937500 Penalty: 4257.622559
	Iteration 17Q: 3 clusters Score -603894.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -603907.937500 Penalty: 4257.622559
	Iteration 18Q: 3 clusters Score -603907.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -603920.500000 Penalty: 4257.622559
	Iteration 19Q: 3 clusters Score -603920.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -603930.812500 Penalty: 4257.622559
	Iteration 20F: 3 clusters Score -603930.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -603939.937500 Penalty: 4257.622559
	Iteration 21Q: 3 clusters Score -603939.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -603951.375000 Penalty: 4257.622559
	Iteration 22Q: 3 clusters Score -603951.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -603959.437500 Penalty: 4257.622559
	Iteration 23Q: 3 clusters Score -603959.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -603972.437500 Penalty: 4257.622559
	Iteration 24Q: 3 clusters Score -603972.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -603984.375000 Penalty: 4257.622559
	Iteration 25Q: 3 clusters Score -603984.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -603996.562500 Penalty: 4257.622559
	Iteration 26Q: 3 clusters Score -603996.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -604009.812500 Penalty: 4257.622559
	Iteration 27Q: 3 clusters Score -604009.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -604025.625000 Penalty: 4257.622559
	Iteration 28Q: 3 clusters Score -604025.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -604049.000000 Penalty: 4257.622559
	Iteration 29Q: 3 clusters Score -604049 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -604075.562500 Penalty: 4257.622559
	Iteration 30Q: 3 clusters Score -604075.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -604099.812500 Penalty: 4257.622559
	Iteration 31Q: 3 clusters Score -604099.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -604126.125000 Penalty: 4257.622559
	Iteration 32Q: 3 clusters Score -604126.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -604162.875000 Penalty: 4257.622559
	Iteration 33Q: 3 clusters Score -604162.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -604207.062500 Penalty: 4257.622559
	Iteration 34Q: 3 clusters Score -604207.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -604258.312500 Penalty: 4257.622559
	Iteration 35Q: 3 clusters Score -604258.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -604305.000000 Penalty: 4257.622559
	Iteration 36Q: 3 clusters Score -604305 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -604360.312500 Penalty: 4257.622559
	Iteration 37Q: 3 clusters Score -604360.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -604422.812500 Penalty: 4257.622559
	Iteration 38Q: 3 clusters Score -604422.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -604486.500000 Penalty: 4257.622559
	Iteration 39Q: 3 clusters Score -604486.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -604535.875000 Penalty: 4257.622559
	Iteration 40F: 3 clusters Score -604535.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -604580.312500 Penalty: 4257.622559
	Iteration 41Q: 3 clusters Score -604580.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -604623.500000 Penalty: 4257.622559
	Iteration 42Q: 3 clusters Score -604623.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -604656.937500 Penalty: 4257.622559
	Iteration 43Q: 3 clusters Score -604656.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -604673.000000 Penalty: 4257.622559
	Iteration 44Q: 3 clusters Score -604673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -604688.375000 Penalty: 4257.622559
	Iteration 45Q: 3 clusters Score -604688.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -604708.187500 Penalty: 4257.622559
	Iteration 46Q: 3 clusters Score -604708.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -604724.125000 Penalty: 4257.622559
	Iteration 47Q: 3 clusters Score -604724.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -604741.375000 Penalty: 4257.622559
	Iteration 48Q: 3 clusters Score -604741.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -604755.937500 Penalty: 4257.622559
	Iteration 49Q: 3 clusters Score -604755.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -604771.312500 Penalty: 4257.622559
	Iteration 50Q: 3 clusters Score -604771.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -604779.312500 Penalty: 4257.622559
	Iteration 51Q: 3 clusters Score -604779.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -604790.312500 Penalty: 4257.622559
	Iteration 52Q: 3 clusters Score -604790.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -604798.062500 Penalty: 4257.622559
	Iteration 53Q: 3 clusters Score -604798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -604805.937500 Penalty: 4257.622559
	Iteration 54Q: 3 clusters Score -604805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -604811.312500 Penalty: 4257.622559
	Iteration 55Q: 3 clusters Score -604811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -604818.187500 Penalty: 4257.622559
	Iteration 56Q: 3 clusters Score -604818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -604822.437500 Penalty: 4257.622559
	Iteration 57Q: 3 clusters Score -604822.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -604826.625000 Penalty: 4257.622559
	Iteration 58Q: 3 clusters Score -604826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -604833.187500 Penalty: 4257.622559
	Iteration 59Q: 3 clusters Score -604833.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -604838.000000 Penalty: 4257.622559
	Iteration 60F: 3 clusters Score -604838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -604840.000000 Penalty: 4257.622559
	Iteration 61Q: 3 clusters Score -604840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -604841.125000 Penalty: 4257.622559
	Iteration 62Q: 3 clusters Score -604841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -604841.687500 Penalty: 4257.622559
	Iteration 63Q: 3 clusters Score -604841.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -604843.812500 Penalty: 4257.622559
	Iteration 64Q: 3 clusters Score -604843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -604844.687500 Penalty: 4257.622559
	Iteration 65Q: 3 clusters Score -604844.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -604846.750000 Penalty: 4257.622559
	Iteration 66Q: 3 clusters Score -604846.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -604846.750000 Penalty: 4257.622559
	Iteration 67F: 3 clusters Score -604846.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Entering Unmasked Estep 
Score: -1406023.500000 Penalty: 2349.497559
	Iteration 0F: 2 clusters Score -1406024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1396449.500000 Penalty: 4698.995117
	Iteration 0F: 3 clusters Score -1396450 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1399365.125000 Penalty: 4698.995117
	Iteration 1F: 3 clusters Score -1399365 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1399729.125000 Penalty: 4698.995117
	Iteration 2F: 3 clusters Score -1399729 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1400025.000000 Penalty: 4698.995117
	Iteration 3F: 3 clusters Score -1400025 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1400275.375000 Penalty: 4698.995117
	Iteration 4Q: 3 clusters Score -1400275 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1400552.875000 Penalty: 4698.995117
	Iteration 5Q: 3 clusters Score -1400553 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1400890.875000 Penalty: 4698.995117
	Iteration 6Q: 3 clusters Score -1400891 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1401314.500000 Penalty: 4698.995117
	Iteration 7Q: 3 clusters Score -1401314 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1401774.000000 Penalty: 4698.995117
	Iteration 8Q: 3 clusters Score -1401774 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1402265.625000 Penalty: 4698.995117
	Iteration 9F: 3 clusters Score -1402266 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1402712.750000 Penalty: 4698.995117
	Iteration 10Q: 3 clusters Score -1402713 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1403103.000000 Penalty: 4698.995117
	Iteration 11Q: 3 clusters Score -1403103 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1403399.000000 Penalty: 4698.995117
	Iteration 12Q: 3 clusters Score -1403399 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1403587.125000 Penalty: 4698.995117
	Iteration 13Q: 3 clusters Score -1403587 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1403720.375000 Penalty: 4698.995117
	Iteration 14Q: 3 clusters Score -1403720 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1403804.875000 Penalty: 4698.995117
	Iteration 15Q: 3 clusters Score -1403805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1403857.250000 Penalty: 4698.995117
	Iteration 16Q: 3 clusters Score -1403857 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1403892.000000 Penalty: 4698.995117
	Iteration 17Q: 3 clusters Score -1403892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1403922.000000 Penalty: 4698.995117
	Iteration 18Q: 3 clusters Score -1403922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1403935.375000 Penalty: 4698.995117
	Iteration 19Q: 3 clusters Score -1403935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1403954.500000 Penalty: 4698.995117
	Iteration 20F: 3 clusters Score -1403954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1403966.375000 Penalty: 4698.995117
	Iteration 21Q: 3 clusters Score -1403966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1403975.625000 Penalty: 4698.995117
	Iteration 22Q: 3 clusters Score -1403976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1403979.250000 Penalty: 4698.995117
	Iteration 23Q: 3 clusters Score -1403979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1403981.875000 Penalty: 4698.995117
	Iteration 24Q: 3 clusters Score -1403982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1403981.875000 Penalty: 4698.995117
	Iteration 25Q: 3 clusters Score -1403982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1403982.500000 Penalty: 4698.995117
	Iteration 26Q: 3 clusters Score -1403982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1403986.250000 Penalty: 4698.995117
	Iteration 27Q: 3 clusters Score -1403986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1403989.250000 Penalty: 4698.995117
	Iteration 28Q: 3 clusters Score -1403989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1403991.625000 Penalty: 4698.995117
	Iteration 29Q: 3 clusters Score -1403992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1403990.500000 Penalty: 4698.995117
	Iteration 30Q: 3 clusters Score -1403990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1403991.750000 Penalty: 4698.995117
	Iteration 31Q: 3 clusters Score -1403992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1403994.875000 Penalty: 4698.995117
	Iteration 32Q: 3 clusters Score -1403995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1403995.875000 Penalty: 4698.995117
	Iteration 33Q: 3 clusters Score -1403996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1403995.875000 Penalty: 4698.995117
	Iteration 34F: 3 clusters Score -1403996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (145289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145289 members 
Entering Unmasked Estep 
Score: -16918818.000000 Penalty: 2947.847168
	Iteration 0F: 2 clusters Score -1.691882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -16821646.000000 Penalty: 5895.694336
	Iteration 0F: 3 clusters Score -1.682165e+07 nChanged 69300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -16861596.000000 Penalty: 5895.694336
	Iteration 1F: 3 clusters Score -1.68616e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -16862416.000000 Penalty: 5895.694336
	Iteration 2Q: 3 clusters Score -1.686242e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -16863172.000000 Penalty: 5895.694336
	Iteration 3Q: 3 clusters Score -1.686317e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 71654 members 
Entering Unmasked Estep 
Score: -16864008.000000 Penalty: 5895.694336
	Iteration 4Q: 3 clusters Score -1.686401e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -16864994.000000 Penalty: 5895.694336
	Iteration 5Q: 3 clusters Score -1.686499e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -16865972.000000 Penalty: 5895.694336
	Iteration 6Q: 3 clusters Score -1.686597e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -16867094.000000 Penalty: 5895.694336
	Iteration 7Q: 3 clusters Score -1.686709e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -16868548.000000 Penalty: 5895.694336
	Iteration 8Q: 3 clusters Score -1.686855e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -16870554.000000 Penalty: 5895.694336
	Iteration 9Q: 3 clusters Score -1.687055e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -16873170.000000 Penalty: 5895.694336
	Iteration 10Q: 3 clusters Score -1.687317e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -16877164.000000 Penalty: 5895.694336
	Iteration 11Q: 3 clusters Score -1.687716e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94673 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -16882688.000000 Penalty: 5895.694336
	Iteration 12F: 3 clusters Score -1.688269e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100465 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -16889026.000000 Penalty: 5895.694336
	Iteration 13F: 3 clusters Score -1.688903e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -16894580.000000 Penalty: 5895.694336
	Iteration 14F: 3 clusters Score -1.689458e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109288 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -16898238.000000 Penalty: 5895.694336
	Iteration 15Q: 3 clusters Score -1.689824e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112443 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -16900664.000000 Penalty: 5895.694336
	Iteration 16Q: 3 clusters Score -1.690066e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115231 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -16902134.000000 Penalty: 5895.694336
	Iteration 17Q: 3 clusters Score -1.690213e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117890 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -16903420.000000 Penalty: 5895.694336
	Iteration 18Q: 3 clusters Score -1.690342e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120480 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -16904706.000000 Penalty: 5895.694336
	Iteration 19Q: 3 clusters Score -1.690471e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122924 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -16906122.000000 Penalty: 5895.694336
	Iteration 20F: 3 clusters Score -1.690612e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125159 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -16907338.000000 Penalty: 5895.694336
	Iteration 21Q: 3 clusters Score -1.690734e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127225 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -16908602.000000 Penalty: 5895.694336
	Iteration 22Q: 3 clusters Score -1.69086e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129190 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -16909684.000000 Penalty: 5895.694336
	Iteration 23Q: 3 clusters Score -1.690968e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130947 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -16910590.000000 Penalty: 5895.694336
	Iteration 24Q: 3 clusters Score -1.691059e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132470 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -16911320.000000 Penalty: 5895.694336
	Iteration 25Q: 3 clusters Score -1.691132e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133830 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -16911982.000000 Penalty: 5895.694336
	Iteration 26Q: 3 clusters Score -1.691198e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135091 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -16912562.000000 Penalty: 5895.694336
	Iteration 27Q: 3 clusters Score -1.691256e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136305 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -16913042.000000 Penalty: 5895.694336
	Iteration 28Q: 3 clusters Score -1.691304e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137410 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -16913514.000000 Penalty: 5895.694336
	Iteration 29Q: 3 clusters Score -1.691351e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138416 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -16913968.000000 Penalty: 5895.694336
	Iteration 30Q: 3 clusters Score -1.691397e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139316 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -16914324.000000 Penalty: 5895.694336
	Iteration 31Q: 3 clusters Score -1.691432e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140120 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -16914714.000000 Penalty: 5895.694336
	Iteration 32Q: 3 clusters Score -1.691471e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140808 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -16914924.000000 Penalty: 5895.694336
	Iteration 33Q: 3 clusters Score -1.691492e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141369 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -16915132.000000 Penalty: 5895.694336
	Iteration 34Q: 3 clusters Score -1.691513e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141851 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -16915280.000000 Penalty: 5895.694336
	Iteration 35Q: 3 clusters Score -1.691528e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142249 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -16915434.000000 Penalty: 5895.694336
	Iteration 36Q: 3 clusters Score -1.691543e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142578 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -16915564.000000 Penalty: 5895.694336
	Iteration 37Q: 3 clusters Score -1.691556e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142843 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -16915668.000000 Penalty: 5895.694336
	Iteration 38Q: 3 clusters Score -1.691567e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143076 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -16915826.000000 Penalty: 5895.694336
	Iteration 39Q: 3 clusters Score -1.691583e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143287 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -16915898.000000 Penalty: 5895.694336
	Iteration 40F: 3 clusters Score -1.69159e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143465 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -16915962.000000 Penalty: 5895.694336
	Iteration 41Q: 3 clusters Score -1.691596e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143612 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -16916026.000000 Penalty: 5895.694336
	Iteration 42Q: 3 clusters Score -1.691603e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143737 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -16916098.000000 Penalty: 5895.694336
	Iteration 43Q: 3 clusters Score -1.69161e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143832 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -16916138.000000 Penalty: 5895.694336
	Iteration 44Q: 3 clusters Score -1.691614e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143913 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -16916226.000000 Penalty: 5895.694336
	Iteration 45Q: 3 clusters Score -1.691623e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143983 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -16916246.000000 Penalty: 5895.694336
	Iteration 46Q: 3 clusters Score -1.691625e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144034 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -16916258.000000 Penalty: 5895.694336
	Iteration 47Q: 3 clusters Score -1.691626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144064 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -16916292.000000 Penalty: 5895.694336
	Iteration 48Q: 3 clusters Score -1.691629e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144086 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -16916304.000000 Penalty: 5895.694336
	Iteration 49Q: 3 clusters Score -1.69163e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144116 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -16916318.000000 Penalty: 5895.694336
	Iteration 50Q: 3 clusters Score -1.691632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144135 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -16916312.000000 Penalty: 5895.694336
	Iteration 51Q: 3 clusters Score -1.691631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144155 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -16916298.000000 Penalty: 5895.694336
	Iteration 52Q: 3 clusters Score -1.69163e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144175 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -16916304.000000 Penalty: 5895.694336
	Iteration 53Q: 3 clusters Score -1.69163e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144199 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -16916326.000000 Penalty: 5895.694336
	Iteration 54Q: 3 clusters Score -1.691633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144214 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -16916330.000000 Penalty: 5895.694336
	Iteration 55Q: 3 clusters Score -1.691633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144230 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -16916326.000000 Penalty: 5895.694336
	Iteration 56Q: 3 clusters Score -1.691633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144247 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -16916344.000000 Penalty: 5895.694336
	Iteration 57Q: 3 clusters Score -1.691634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144267 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -16916374.000000 Penalty: 5895.694336
	Iteration 58Q: 3 clusters Score -1.691637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144286 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -16916390.000000 Penalty: 5895.694336
	Iteration 59Q: 3 clusters Score -1.691639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144301 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -16916400.000000 Penalty: 5895.694336
	Iteration 60F: 3 clusters Score -1.69164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144312 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -16916396.000000 Penalty: 5895.694336
	Iteration 61Q: 3 clusters Score -1.69164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144323 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -16916398.000000 Penalty: 5895.694336
	Iteration 62Q: 3 clusters Score -1.69164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144336 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -16916386.000000 Penalty: 5895.694336
	Iteration 63Q: 3 clusters Score -1.691639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144351 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -16916400.000000 Penalty: 5895.694336
	Iteration 64Q: 3 clusters Score -1.69164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144362 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -16916396.000000 Penalty: 5895.694336
	Iteration 65Q: 3 clusters Score -1.69164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144368 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -16916402.000000 Penalty: 5895.694336
	Iteration 66Q: 3 clusters Score -1.69164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144378 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -16916414.000000 Penalty: 5895.694336
	Iteration 67Q: 3 clusters Score -1.691641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144386 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -16916424.000000 Penalty: 5895.694336
	Iteration 68Q: 3 clusters Score -1.691642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144392 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -16916418.000000 Penalty: 5895.694336
	Iteration 69Q: 3 clusters Score -1.691642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144396 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -16916416.000000 Penalty: 5895.694336
	Iteration 70Q: 3 clusters Score -1.691642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144399 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16916424.000000 Penalty: 5895.694336
	Iteration 71Q: 3 clusters Score -1.691642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144402 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16916416.000000 Penalty: 5895.694336
	Iteration 72Q: 3 clusters Score -1.691642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144401 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -16916424.000000 Penalty: 5895.694336
	Iteration 73Q: 3 clusters Score -1.691642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144400 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -16916420.000000 Penalty: 5895.694336
	Iteration 74Q: 3 clusters Score -1.691642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144399 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16916430.000000 Penalty: 5895.694336
	Iteration 75Q: 3 clusters Score -1.691643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144399 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16916430.000000 Penalty: 5895.694336
	Iteration 76F: 3 clusters Score -1.691643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -443970.968750 Penalty: 2048.153076
	Iteration 0F: 2 clusters Score -443971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -440218.062500 Penalty: 4096.306152
	Iteration 0F: 3 clusters Score -440218.1 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -441048.375000 Penalty: 4096.306152
	Iteration 1F: 3 clusters Score -441048.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -441266.250000 Penalty: 4096.306152
	Iteration 2F: 3 clusters Score -441266.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -441405.187500 Penalty: 4096.306152
	Iteration 3F: 3 clusters Score -441405.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -441508.656250 Penalty: 4096.306152
	Iteration 4Q: 3 clusters Score -441508.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -441583.437500 Penalty: 4096.306152
	Iteration 5Q: 3 clusters Score -441583.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -441653.781250 Penalty: 4096.306152
	Iteration 6Q: 3 clusters Score -441653.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -441709.250000 Penalty: 4096.306152
	Iteration 7Q: 3 clusters Score -441709.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -441751.000000 Penalty: 4096.306152
	Iteration 8Q: 3 clusters Score -441751 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -441789.718750 Penalty: 4096.306152
	Iteration 9Q: 3 clusters Score -441789.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -441820.375000 Penalty: 4096.306152
	Iteration 10Q: 3 clusters Score -441820.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -441845.437500 Penalty: 4096.306152
	Iteration 11Q: 3 clusters Score -441845.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -441866.031250 Penalty: 4096.306152
	Iteration 12Q: 3 clusters Score -441866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -441881.718750 Penalty: 4096.306152
	Iteration 13Q: 3 clusters Score -441881.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -441894.718750 Penalty: 4096.306152
	Iteration 14Q: 3 clusters Score -441894.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -441906.562500 Penalty: 4096.306152
	Iteration 15Q: 3 clusters Score -441906.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -441914.250000 Penalty: 4096.306152
	Iteration 16Q: 3 clusters Score -441914.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -441920.187500 Penalty: 4096.306152
	Iteration 17Q: 3 clusters Score -441920.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -441923.875000 Penalty: 4096.306152
	Iteration 18Q: 3 clusters Score -441923.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -441931.187500 Penalty: 4096.306152
	Iteration 19Q: 3 clusters Score -441931.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -441939.187500 Penalty: 4096.306152
	Iteration 20F: 3 clusters Score -441939.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -441948.718750 Penalty: 4096.306152
	Iteration 21Q: 3 clusters Score -441948.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -441951.531250 Penalty: 4096.306152
	Iteration 22Q: 3 clusters Score -441951.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -441953.375000 Penalty: 4096.306152
	Iteration 23Q: 3 clusters Score -441953.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -441955.218750 Penalty: 4096.306152
	Iteration 24Q: 3 clusters Score -441955.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -441956.687500 Penalty: 4096.306152
	Iteration 25Q: 3 clusters Score -441956.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -441958.250000 Penalty: 4096.306152
	Iteration 26Q: 3 clusters Score -441958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -441958.750000 Penalty: 4096.306152
	Iteration 27Q: 3 clusters Score -441958.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -441962.406250 Penalty: 4096.306152
	Iteration 28Q: 3 clusters Score -441962.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -441965.468750 Penalty: 4096.306152
	Iteration 29Q: 3 clusters Score -441965.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -441969.687500 Penalty: 4096.306152
	Iteration 30Q: 3 clusters Score -441969.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -441973.500000 Penalty: 4096.306152
	Iteration 31Q: 3 clusters Score -441973.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -441976.062500 Penalty: 4096.306152
	Iteration 32Q: 3 clusters Score -441976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -441978.187500 Penalty: 4096.306152
	Iteration 33Q: 3 clusters Score -441978.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -441982.468750 Penalty: 4096.306152
	Iteration 34Q: 3 clusters Score -441982.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -441988.562500 Penalty: 4096.306152
	Iteration 35Q: 3 clusters Score -441988.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -441992.656250 Penalty: 4096.306152
	Iteration 36Q: 3 clusters Score -441992.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -441997.750000 Penalty: 4096.306152
	Iteration 37Q: 3 clusters Score -441997.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -442001.781250 Penalty: 4096.306152
	Iteration 38Q: 3 clusters Score -442001.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -442007.375000 Penalty: 4096.306152
	Iteration 39Q: 3 clusters Score -442007.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -442012.500000 Penalty: 4096.306152
	Iteration 40F: 3 clusters Score -442012.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -442015.968750 Penalty: 4096.306152
	Iteration 41Q: 3 clusters Score -442016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -442018.781250 Penalty: 4096.306152
	Iteration 42Q: 3 clusters Score -442018.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -442026.281250 Penalty: 4096.306152
	Iteration 43Q: 3 clusters Score -442026.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -442032.250000 Penalty: 4096.306152
	Iteration 44Q: 3 clusters Score -442032.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -442038.187500 Penalty: 4096.306152
	Iteration 45Q: 3 clusters Score -442038.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -442045.500000 Penalty: 4096.306152
	Iteration 46Q: 3 clusters Score -442045.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -442049.156250 Penalty: 4096.306152
	Iteration 47Q: 3 clusters Score -442049.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -442051.843750 Penalty: 4096.306152
	Iteration 48Q: 3 clusters Score -442051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -442054.250000 Penalty: 4096.306152
	Iteration 49Q: 3 clusters Score -442054.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -442059.125000 Penalty: 4096.306152
	Iteration 50Q: 3 clusters Score -442059.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -442063.312500 Penalty: 4096.306152
	Iteration 51Q: 3 clusters Score -442063.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -442067.437500 Penalty: 4096.306152
	Iteration 52Q: 3 clusters Score -442067.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -442071.250000 Penalty: 4096.306152
	Iteration 53Q: 3 clusters Score -442071.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -442073.218750 Penalty: 4096.306152
	Iteration 54Q: 3 clusters Score -442073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -442075.593750 Penalty: 4096.306152
	Iteration 55Q: 3 clusters Score -442075.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -442077.093750 Penalty: 4096.306152
	Iteration 56Q: 3 clusters Score -442077.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -442079.843750 Penalty: 4096.306152
	Iteration 57Q: 3 clusters Score -442079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -442080.656250 Penalty: 4096.306152
	Iteration 58Q: 3 clusters Score -442080.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -442081.812500 Penalty: 4096.306152
	Iteration 59Q: 3 clusters Score -442081.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -442083.031250 Penalty: 4096.306152
	Iteration 60F: 3 clusters Score -442083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -442083.843750 Penalty: 4096.306152
	Iteration 61Q: 3 clusters Score -442083.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -442086.031250 Penalty: 4096.306152
	Iteration 62Q: 3 clusters Score -442086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -442088.531250 Penalty: 4096.306152
	Iteration 63Q: 3 clusters Score -442088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -442090.093750 Penalty: 4096.306152
	Iteration 64Q: 3 clusters Score -442090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -442090.531250 Penalty: 4096.306152
	Iteration 65Q: 3 clusters Score -442090.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -442089.968750 Penalty: 4096.306152
	Iteration 66Q: 3 clusters Score -442090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -442093.500000 Penalty: 4096.306152
	Iteration 67Q: 3 clusters Score -442093.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -442093.687500 Penalty: 4096.306152
	Iteration 68Q: 3 clusters Score -442093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -442094.593750 Penalty: 4096.306152
	Iteration 69Q: 3 clusters Score -442094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -442095.843750 Penalty: 4096.306152
	Iteration 70Q: 3 clusters Score -442095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -442098.781250 Penalty: 4096.306152
	Iteration 71Q: 3 clusters Score -442098.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -442099.687500 Penalty: 4096.306152
	Iteration 72Q: 3 clusters Score -442099.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -442100.968750 Penalty: 4096.306152
	Iteration 73Q: 3 clusters Score -442101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -442102.906250 Penalty: 4096.306152
	Iteration 74Q: 3 clusters Score -442102.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -442105.218750 Penalty: 4096.306152
	Iteration 75Q: 3 clusters Score -442105.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -442106.781250 Penalty: 4096.306152
	Iteration 76Q: 3 clusters Score -442106.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -442108.218750 Penalty: 4096.306152
	Iteration 77Q: 3 clusters Score -442108.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -442112.406250 Penalty: 4096.306152
	Iteration 78Q: 3 clusters Score -442112.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -442114.062500 Penalty: 4096.306152
	Iteration 79Q: 3 clusters Score -442114.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -442114.781250 Penalty: 4096.306152
	Iteration 80F: 3 clusters Score -442114.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -34984.378906 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34984.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33728.660156 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33728.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33805.316406 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33805.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33807.718750 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -33807.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33807.718750 Penalty: 2848.529785
	Iteration 3F: 3 clusters Score -33807.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (316662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316662 members 
Entering Unmasked Estep 
Score: -36321552.000000 Penalty: 3141.066406
	Iteration 0F: 2 clusters Score -3.632155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158546 members 
Mstep: Class 2 contains 158116 members 
Entering Unmasked Estep 
Score: -36131424.000000 Penalty: 6282.132812
	Iteration 0F: 3 clusters Score -3.613142e+07 nChanged 153855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163961 members 
Mstep: Class 2 contains 152701 members 
Entering Unmasked Estep 
Score: -36222032.000000 Penalty: 6282.132812
	Iteration 1F: 3 clusters Score -3.622203e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167246 members 
Mstep: Class 2 contains 149416 members 
Entering Unmasked Estep 
Score: -36223456.000000 Penalty: 6282.132812
	Iteration 2Q: 3 clusters Score -3.622346e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172475 members 
Mstep: Class 2 contains 144187 members 
Entering Unmasked Estep 
Score: -36225644.000000 Penalty: 6282.132812
	Iteration 3Q: 3 clusters Score -3.622564e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180382 members 
Mstep: Class 2 contains 136280 members 
Entering Unmasked Estep 
Score: -36228908.000000 Penalty: 6282.132812
	Iteration 4Q: 3 clusters Score -3.622891e+07 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191969 members 
Mstep: Class 2 contains 124693 members 
Entering Unmasked Estep 
Score: -36234204.000000 Penalty: 6282.132812
	Iteration 5Q: 3 clusters Score -3.62342e+07 nChanged 17153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208446 members 
Mstep: Class 2 contains 108216 members 
Entering Unmasked Estep 
Score: -36244092.000000 Penalty: 6282.132812
	Iteration 6F: 3 clusters Score -3.624409e+07 nChanged 21868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230010 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -36260164.000000 Penalty: 6282.132812
	Iteration 7F: 3 clusters Score -3.626016e+07 nChanged 24239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254081 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -36281168.000000 Penalty: 6282.132812
	Iteration 8F: 3 clusters Score -3.628117e+07 nChanged 21969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275946 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -36300988.000000 Penalty: 6282.132812
	Iteration 9F: 3 clusters Score -3.630099e+07 nChanged 15921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291759 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -36314312.000000 Penalty: 6282.132812
	Iteration 10F: 3 clusters Score -3.631431e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301715 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -36319356.000000 Penalty: 6282.132812
	Iteration 11Q: 3 clusters Score -3.631936e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307702 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -36320236.000000 Penalty: 6282.132812
	Iteration 12Q: 3 clusters Score -3.632024e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311400 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -36320016.000000 Penalty: 6282.132812
	Iteration 13Q: 3 clusters Score -3.632002e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313532 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -36319600.000000 Penalty: 6282.132812
	Iteration 14Q: 3 clusters Score -3.63196e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314708 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -36319496.000000 Penalty: 6282.132812
	Iteration 15Q: 3 clusters Score -3.63195e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315325 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -36319328.000000 Penalty: 6282.132812
	Iteration 16Q: 3 clusters Score -3.631933e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315652 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -36319228.000000 Penalty: 6282.132812
	Iteration 17Q: 3 clusters Score -3.631923e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315846 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -36319212.000000 Penalty: 6282.132812
	Iteration 18Q: 3 clusters Score -3.631921e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315945 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -36319204.000000 Penalty: 6282.132812
	Iteration 19Q: 3 clusters Score -3.63192e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316014 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -36319212.000000 Penalty: 6282.132812
	Iteration 20F: 3 clusters Score -3.631921e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316054 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -36319236.000000 Penalty: 6282.132812
	Iteration 21Q: 3 clusters Score -3.631924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316084 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -36319244.000000 Penalty: 6282.132812
	Iteration 22Q: 3 clusters Score -3.631924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316104 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -36319252.000000 Penalty: 6282.132812
	Iteration 23Q: 3 clusters Score -3.631925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316109 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -36319244.000000 Penalty: 6282.132812
	Iteration 24Q: 3 clusters Score -3.631924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316116 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -36319224.000000 Penalty: 6282.132812
	Iteration 25Q: 3 clusters Score -3.631922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316123 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -36319228.000000 Penalty: 6282.132812
	Iteration 26Q: 3 clusters Score -3.631923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316127 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -36319244.000000 Penalty: 6282.132812
	Iteration 27Q: 3 clusters Score -3.631924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316133 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -36319236.000000 Penalty: 6282.132812
	Iteration 28Q: 3 clusters Score -3.631924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316139 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -36319240.000000 Penalty: 6282.132812
	Iteration 29Q: 3 clusters Score -3.631924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316144 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -36319256.000000 Penalty: 6282.132812
	Iteration 30Q: 3 clusters Score -3.631926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316145 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -36319260.000000 Penalty: 6282.132812
	Iteration 31Q: 3 clusters Score -3.631926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316145 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -36319264.000000 Penalty: 6282.132812
	Iteration 32Q: 3 clusters Score -3.631926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316147 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -36319260.000000 Penalty: 6282.132812
	Iteration 33Q: 3 clusters Score -3.631926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316150 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -36319256.000000 Penalty: 6282.132812
	Iteration 34Q: 3 clusters Score -3.631926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316150 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -36319256.000000 Penalty: 6282.132812
	Iteration 35F: 3 clusters Score -3.631926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -61639.371094 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -61639.37 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 309 members 
Entering Unmasked Estep 
Score: -60030.972656 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -60030.97 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60220.390625 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -60220.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60304.785156 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -60304.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60351.207031 Penalty: 3162.856689
	Iteration 3Q: 3 clusters Score -60351.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60379.675781 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -60379.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60392.703125 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -60392.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60399.808594 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -60399.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60408.507812 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -60408.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60419.144531 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -60419.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60420.445312 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -60420.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60420.445312 Penalty: 3162.856689
	Iteration 10F: 3 clusters Score -60420.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Entering Unmasked Estep 
Score: -789134.750000 Penalty: 2187.056885
	Iteration 0F: 2 clusters Score -789134.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -783496.750000 Penalty: 4374.113770
	Iteration 0F: 3 clusters Score -783496.8 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -784933.062500 Penalty: 4374.113770
	Iteration 1F: 3 clusters Score -784933.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -785175.500000 Penalty: 4374.113770
	Iteration 2F: 3 clusters Score -785175.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -785342.687500 Penalty: 4374.113770
	Iteration 3Q: 3 clusters Score -785342.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -785451.687500 Penalty: 4374.113770
	Iteration 4Q: 3 clusters Score -785451.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -785546.062500 Penalty: 4374.113770
	Iteration 5Q: 3 clusters Score -785546.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -785630.687500 Penalty: 4374.113770
	Iteration 6Q: 3 clusters Score -785630.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -785717.437500 Penalty: 4374.113770
	Iteration 7Q: 3 clusters Score -785717.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -785802.937500 Penalty: 4374.113770
	Iteration 8Q: 3 clusters Score -785802.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -785894.937500 Penalty: 4374.113770
	Iteration 9Q: 3 clusters Score -785894.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -785973.625000 Penalty: 4374.113770
	Iteration 10Q: 3 clusters Score -785973.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -786053.625000 Penalty: 4374.113770
	Iteration 11Q: 3 clusters Score -786053.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -786143.250000 Penalty: 4374.113770
	Iteration 12Q: 3 clusters Score -786143.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -786259.375000 Penalty: 4374.113770
	Iteration 13Q: 3 clusters Score -786259.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -786368.187500 Penalty: 4374.113770
	Iteration 14Q: 3 clusters Score -786368.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -786462.375000 Penalty: 4374.113770
	Iteration 15Q: 3 clusters Score -786462.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -786552.125000 Penalty: 4374.113770
	Iteration 16Q: 3 clusters Score -786552.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -786647.875000 Penalty: 4374.113770
	Iteration 17Q: 3 clusters Score -786647.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -786742.312500 Penalty: 4374.113770
	Iteration 18Q: 3 clusters Score -786742.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -786824.687500 Penalty: 4374.113770
	Iteration 19Q: 3 clusters Score -786824.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -786890.312500 Penalty: 4374.113770
	Iteration 20F: 3 clusters Score -786890.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -786935.812500 Penalty: 4374.113770
	Iteration 21Q: 3 clusters Score -786935.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -786973.187500 Penalty: 4374.113770
	Iteration 22Q: 3 clusters Score -786973.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -787002.875000 Penalty: 4374.113770
	Iteration 23Q: 3 clusters Score -787002.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -787030.062500 Penalty: 4374.113770
	Iteration 24Q: 3 clusters Score -787030.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -787051.750000 Penalty: 4374.113770
	Iteration 25Q: 3 clusters Score -787051.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -787069.875000 Penalty: 4374.113770
	Iteration 26Q: 3 clusters Score -787069.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -787086.375000 Penalty: 4374.113770
	Iteration 27Q: 3 clusters Score -787086.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -787099.187500 Penalty: 4374.113770
	Iteration 28Q: 3 clusters Score -787099.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -787115.312500 Penalty: 4374.113770
	Iteration 29Q: 3 clusters Score -787115.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -787126.000000 Penalty: 4374.113770
	Iteration 30Q: 3 clusters Score -787126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -787135.437500 Penalty: 4374.113770
	Iteration 31Q: 3 clusters Score -787135.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -787143.500000 Penalty: 4374.113770
	Iteration 32Q: 3 clusters Score -787143.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -787152.625000 Penalty: 4374.113770
	Iteration 33Q: 3 clusters Score -787152.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -787159.062500 Penalty: 4374.113770
	Iteration 34Q: 3 clusters Score -787159.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -787167.125000 Penalty: 4374.113770
	Iteration 35Q: 3 clusters Score -787167.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -787171.375000 Penalty: 4374.113770
	Iteration 36Q: 3 clusters Score -787171.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -787177.125000 Penalty: 4374.113770
	Iteration 37Q: 3 clusters Score -787177.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -787183.250000 Penalty: 4374.113770
	Iteration 38Q: 3 clusters Score -787183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -787188.062500 Penalty: 4374.113770
	Iteration 39Q: 3 clusters Score -787188.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -787190.062500 Penalty: 4374.113770
	Iteration 40F: 3 clusters Score -787190.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -787193.312500 Penalty: 4374.113770
	Iteration 41Q: 3 clusters Score -787193.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -787195.562500 Penalty: 4374.113770
	Iteration 42Q: 3 clusters Score -787195.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -787197.000000 Penalty: 4374.113770
	Iteration 43Q: 3 clusters Score -787197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -787202.875000 Penalty: 4374.113770
	Iteration 44Q: 3 clusters Score -787202.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -787210.250000 Penalty: 4374.113770
	Iteration 45Q: 3 clusters Score -787210.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -787213.750000 Penalty: 4374.113770
	Iteration 46Q: 3 clusters Score -787213.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -787220.687500 Penalty: 4374.113770
	Iteration 47Q: 3 clusters Score -787220.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -787223.250000 Penalty: 4374.113770
	Iteration 48Q: 3 clusters Score -787223.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -787222.375000 Penalty: 4374.113770
	Iteration 49Q: 3 clusters Score -787222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -787222.875000 Penalty: 4374.113770
	Iteration 50Q: 3 clusters Score -787222.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -787222.875000 Penalty: 4374.113770
	Iteration 51F: 3 clusters Score -787222.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -46674.363281 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -46674.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45166.546875 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -45166.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45314.878906 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -45314.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45364.257812 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -45364.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45385.957031 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -45385.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45397.062500 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -45397.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45402.667969 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -45402.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45402.667969 Penalty: 3020.166260
	Iteration 6F: 3 clusters Score -45402.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -31445.658203 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -31445.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30149.197266 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -30149.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30468.164062 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -30468.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30717.853516 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -30717.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30875.351562 Penalty: 2922.255371
	Iteration 3F: 3 clusters Score -30875.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30951.646484 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -30951.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31003.515625 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -31003.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31065.740234 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -31065.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31111.197266 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -31111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31149.203125 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -31149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31153.126953 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -31153.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31153.126953 Penalty: 2922.255371
	Iteration 10F: 3 clusters Score -31153.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -219945.890625 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -219945.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -217384.531250 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -217384.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -217763.640625 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -217763.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -217877.656250 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -217877.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -217932.093750 Penalty: 3746.949951
	Iteration 3Q: 3 clusters Score -217932.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -217970.546875 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -217970.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -217992.609375 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -217992.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -218015.140625 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -218015.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -218036.781250 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -218036.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -218048.812500 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -218048.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -218064.859375 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -218064.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -218079.453125 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -218079.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -218088.093750 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -218088.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -218090.328125 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -218090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -218092.125000 Penalty: 3746.949951
	Iteration 13Q: 3 clusters Score -218092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -218093.781250 Penalty: 3746.949951
	Iteration 14Q: 3 clusters Score -218093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -218096.359375 Penalty: 3746.949951
	Iteration 15Q: 3 clusters Score -218096.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -218097.937500 Penalty: 3746.949951
	Iteration 16Q: 3 clusters Score -218097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -218099.750000 Penalty: 3746.949951
	Iteration 17Q: 3 clusters Score -218099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -218101.546875 Penalty: 3746.949951
	Iteration 18Q: 3 clusters Score -218101.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -218104.468750 Penalty: 3746.949951
	Iteration 19Q: 3 clusters Score -218104.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -218105.203125 Penalty: 3746.949951
	Iteration 20F: 3 clusters Score -218105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -218106.109375 Penalty: 3746.949951
	Iteration 21Q: 3 clusters Score -218106.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -218106.109375 Penalty: 3746.949951
	Iteration 22F: 3 clusters Score -218106.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Entering Unmasked Estep 
Score: -7614112.500000 Penalty: 2750.846436
	Iteration 0F: 2 clusters Score -7614112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -7569956.500000 Penalty: 5501.692871
	Iteration 0F: 3 clusters Score -7569956 nChanged 30498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -7586997.500000 Penalty: 5501.692871
	Iteration 1F: 3 clusters Score -7586998 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -7587540.000000 Penalty: 5501.692871
	Iteration 2Q: 3 clusters Score -7587540 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -7588052.500000 Penalty: 5501.692871
	Iteration 3Q: 3 clusters Score -7588052 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -7588534.500000 Penalty: 5501.692871
	Iteration 4Q: 3 clusters Score -7588534 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -7589238.500000 Penalty: 5501.692871
	Iteration 5Q: 3 clusters Score -7589238 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -7590382.000000 Penalty: 5501.692871
	Iteration 6Q: 3 clusters Score -7590382 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -7592369.500000 Penalty: 5501.692871
	Iteration 7F: 3 clusters Score -7592370 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -7595671.500000 Penalty: 5501.692871
	Iteration 8F: 3 clusters Score -7595672 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -7600536.500000 Penalty: 5501.692871
	Iteration 9F: 3 clusters Score -7600536 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -7605658.500000 Penalty: 5501.692871
	Iteration 10F: 3 clusters Score -7605658 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7609306.000000 Penalty: 5501.692871
	Iteration 11F: 3 clusters Score -7609306 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7610857.000000 Penalty: 5501.692871
	Iteration 12Q: 3 clusters Score -7610857 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7611338.000000 Penalty: 5501.692871
	Iteration 13Q: 3 clusters Score -7611338 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7611526.000000 Penalty: 5501.692871
	Iteration 14Q: 3 clusters Score -7611526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7611576.500000 Penalty: 5501.692871
	Iteration 15Q: 3 clusters Score -7611576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7611618.500000 Penalty: 5501.692871
	Iteration 16Q: 3 clusters Score -7611618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7611637.000000 Penalty: 5501.692871
	Iteration 17Q: 3 clusters Score -7611637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7611657.000000 Penalty: 5501.692871
	Iteration 18Q: 3 clusters Score -7611657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7611662.000000 Penalty: 5501.692871
	Iteration 19Q: 3 clusters Score -7611662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7611662.500000 Penalty: 5501.692871
	Iteration 20F: 3 clusters Score -7611662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7611665.000000 Penalty: 5501.692871
	Iteration 21Q: 3 clusters Score -7611665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7611667.000000 Penalty: 5501.692871
	Iteration 22Q: 3 clusters Score -7611667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7611667.000000 Penalty: 5501.692871
	Iteration 23F: 3 clusters Score -7611667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (76613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Entering Unmasked Estep 
Score: -8913793.000000 Penalty: 2789.137451
	Iteration 0F: 2 clusters Score -8913793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -8862579.000000 Penalty: 5578.274902
	Iteration 0F: 3 clusters Score -8862579 nChanged 35782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -8882612.000000 Penalty: 5578.274902
	Iteration 1F: 3 clusters Score -8882612 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -8883395.000000 Penalty: 5578.274902
	Iteration 2Q: 3 clusters Score -8883395 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -8884422.000000 Penalty: 5578.274902
	Iteration 3Q: 3 clusters Score -8884422 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -8885889.000000 Penalty: 5578.274902
	Iteration 4Q: 3 clusters Score -8885889 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -8888230.000000 Penalty: 5578.274902
	Iteration 5F: 3 clusters Score -8888230 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -8891663.000000 Penalty: 5578.274902
	Iteration 6F: 3 clusters Score -8891663 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -8896019.000000 Penalty: 5578.274902
	Iteration 7F: 3 clusters Score -8896019 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -8900308.000000 Penalty: 5578.274902
	Iteration 8F: 3 clusters Score -8900308 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -8903514.000000 Penalty: 5578.274902
	Iteration 9Q: 3 clusters Score -8903514 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -8905741.000000 Penalty: 5578.274902
	Iteration 10Q: 3 clusters Score -8905741 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68172 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -8907102.000000 Penalty: 5578.274902
	Iteration 11Q: 3 clusters Score -8907102 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -8908021.000000 Penalty: 5578.274902
	Iteration 12Q: 3 clusters Score -8908021 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -8908667.000000 Penalty: 5578.274902
	Iteration 13Q: 3 clusters Score -8908667 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -8909129.000000 Penalty: 5578.274902
	Iteration 14Q: 3 clusters Score -8909129 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -8909529.000000 Penalty: 5578.274902
	Iteration 15Q: 3 clusters Score -8909529 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -8909881.000000 Penalty: 5578.274902
	Iteration 16Q: 3 clusters Score -8909881 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -8910167.000000 Penalty: 5578.274902
	Iteration 17Q: 3 clusters Score -8910167 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -8910406.000000 Penalty: 5578.274902
	Iteration 18Q: 3 clusters Score -8910406 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8910592.000000 Penalty: 5578.274902
	Iteration 19Q: 3 clusters Score -8910592 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8910756.000000 Penalty: 5578.274902
	Iteration 20F: 3 clusters Score -8910756 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74649 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -8910892.000000 Penalty: 5578.274902
	Iteration 21Q: 3 clusters Score -8910892 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8911002.000000 Penalty: 5578.274902
	Iteration 22Q: 3 clusters Score -8911002 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8911061.000000 Penalty: 5578.274902
	Iteration 23Q: 3 clusters Score -8911061 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8911132.000000 Penalty: 5578.274902
	Iteration 24Q: 3 clusters Score -8911132 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8911166.000000 Penalty: 5578.274902
	Iteration 25Q: 3 clusters Score -8911166 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75336 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8911220.000000 Penalty: 5578.274902
	Iteration 26Q: 3 clusters Score -8911220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8911260.000000 Penalty: 5578.274902
	Iteration 27Q: 3 clusters Score -8911260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8911292.000000 Penalty: 5578.274902
	Iteration 28Q: 3 clusters Score -8911292 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8911320.000000 Penalty: 5578.274902
	Iteration 29Q: 3 clusters Score -8911320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75560 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8911346.000000 Penalty: 5578.274902
	Iteration 30Q: 3 clusters Score -8911346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8911359.000000 Penalty: 5578.274902
	Iteration 31Q: 3 clusters Score -8911359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8911378.000000 Penalty: 5578.274902
	Iteration 32Q: 3 clusters Score -8911378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8911387.000000 Penalty: 5578.274902
	Iteration 33Q: 3 clusters Score -8911387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75654 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8911386.000000 Penalty: 5578.274902
	Iteration 34Q: 3 clusters Score -8911386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8911406.000000 Penalty: 5578.274902
	Iteration 35Q: 3 clusters Score -8911406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8911422.000000 Penalty: 5578.274902
	Iteration 36Q: 3 clusters Score -8911422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8911421.000000 Penalty: 5578.274902
	Iteration 37Q: 3 clusters Score -8911421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8911435.000000 Penalty: 5578.274902
	Iteration 38Q: 3 clusters Score -8911435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8911433.000000 Penalty: 5578.274902
	Iteration 39Q: 3 clusters Score -8911433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8911436.000000 Penalty: 5578.274902
	Iteration 40F: 3 clusters Score -8911436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75764 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8911455.000000 Penalty: 5578.274902
	Iteration 41Q: 3 clusters Score -8911455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75772 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8911460.000000 Penalty: 5578.274902
	Iteration 42Q: 3 clusters Score -8911460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75777 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8911463.000000 Penalty: 5578.274902
	Iteration 43Q: 3 clusters Score -8911463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8911465.000000 Penalty: 5578.274902
	Iteration 44Q: 3 clusters Score -8911465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8911460.000000 Penalty: 5578.274902
	Iteration 45Q: 3 clusters Score -8911460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8911472.000000 Penalty: 5578.274902
	Iteration 46Q: 3 clusters Score -8911472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8911468.000000 Penalty: 5578.274902
	Iteration 47Q: 3 clusters Score -8911468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8911475.000000 Penalty: 5578.274902
	Iteration 48Q: 3 clusters Score -8911475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8911475.000000 Penalty: 5578.274902
	Iteration 49F: 3 clusters Score -8911475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -197159.906250 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -197159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -194611.765625 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -194611.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -195100.890625 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -195100.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -195245.937500 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -195245.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -195343.546875 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -195343.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -195410.640625 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -195410.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -195456.406250 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -195456.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -195505.046875 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -195505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -195533.984375 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -195534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -195546.828125 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -195546.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -195558.218750 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -195558.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -195569.500000 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -195569.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -195581.453125 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -195581.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -195593.750000 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -195593.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -195603.031250 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -195603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -195610.890625 Penalty: 3757.744385
	Iteration 14Q: 3 clusters Score -195610.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -195620.265625 Penalty: 3757.744385
	Iteration 15Q: 3 clusters Score -195620.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -195627.734375 Penalty: 3757.744385
	Iteration 16Q: 3 clusters Score -195627.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -195635.500000 Penalty: 3757.744385
	Iteration 17Q: 3 clusters Score -195635.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -195645.343750 Penalty: 3757.744385
	Iteration 18Q: 3 clusters Score -195645.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -195656.328125 Penalty: 3757.744385
	Iteration 19Q: 3 clusters Score -195656.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -195662.796875 Penalty: 3757.744385
	Iteration 20F: 3 clusters Score -195662.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -195667.921875 Penalty: 3757.744385
	Iteration 21Q: 3 clusters Score -195667.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -195672.562500 Penalty: 3757.744385
	Iteration 22Q: 3 clusters Score -195672.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -195679.109375 Penalty: 3757.744385
	Iteration 23Q: 3 clusters Score -195679.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -195683.093750 Penalty: 3757.744385
	Iteration 24Q: 3 clusters Score -195683.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -195688.312500 Penalty: 3757.744385
	Iteration 25Q: 3 clusters Score -195688.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -195697.609375 Penalty: 3757.744385
	Iteration 26Q: 3 clusters Score -195697.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -195710.984375 Penalty: 3757.744385
	Iteration 27Q: 3 clusters Score -195711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -195720.125000 Penalty: 3757.744385
	Iteration 28Q: 3 clusters Score -195720.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -195732.625000 Penalty: 3757.744385
	Iteration 29Q: 3 clusters Score -195732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -195740.640625 Penalty: 3757.744385
	Iteration 30Q: 3 clusters Score -195740.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -195748.562500 Penalty: 3757.744385
	Iteration 31Q: 3 clusters Score -195748.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -195757.453125 Penalty: 3757.744385
	Iteration 32Q: 3 clusters Score -195757.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -195761.875000 Penalty: 3757.744385
	Iteration 33Q: 3 clusters Score -195761.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -195769.953125 Penalty: 3757.744385
	Iteration 34Q: 3 clusters Score -195770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -195778.687500 Penalty: 3757.744385
	Iteration 35Q: 3 clusters Score -195778.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -195786.031250 Penalty: 3757.744385
	Iteration 36Q: 3 clusters Score -195786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -195795.796875 Penalty: 3757.744385
	Iteration 37Q: 3 clusters Score -195795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -195806.609375 Penalty: 3757.744385
	Iteration 38Q: 3 clusters Score -195806.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -195814.937500 Penalty: 3757.744385
	Iteration 39Q: 3 clusters Score -195814.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -195821.265625 Penalty: 3757.744385
	Iteration 40F: 3 clusters Score -195821.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -195826.390625 Penalty: 3757.744385
	Iteration 41Q: 3 clusters Score -195826.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -195834.875000 Penalty: 3757.744385
	Iteration 42Q: 3 clusters Score -195834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -195839.359375 Penalty: 3757.744385
	Iteration 43Q: 3 clusters Score -195839.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -195845.218750 Penalty: 3757.744385
	Iteration 44Q: 3 clusters Score -195845.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -195851.484375 Penalty: 3757.744385
	Iteration 45Q: 3 clusters Score -195851.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -195864.578125 Penalty: 3757.744385
	Iteration 46Q: 3 clusters Score -195864.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -195885.484375 Penalty: 3757.744385
	Iteration 47Q: 3 clusters Score -195885.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -195904.953125 Penalty: 3757.744385
	Iteration 48Q: 3 clusters Score -195905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -195919.593750 Penalty: 3757.744385
	Iteration 49Q: 3 clusters Score -195919.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -195927.265625 Penalty: 3757.744385
	Iteration 50Q: 3 clusters Score -195927.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -195934.203125 Penalty: 3757.744385
	Iteration 51Q: 3 clusters Score -195934.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -195939.812500 Penalty: 3757.744385
	Iteration 52Q: 3 clusters Score -195939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -195950.640625 Penalty: 3757.744385
	Iteration 53Q: 3 clusters Score -195950.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -195961.265625 Penalty: 3757.744385
	Iteration 54Q: 3 clusters Score -195961.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -195972.515625 Penalty: 3757.744385
	Iteration 55Q: 3 clusters Score -195972.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -195980.593750 Penalty: 3757.744385
	Iteration 56Q: 3 clusters Score -195980.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -195986.296875 Penalty: 3757.744385
	Iteration 57Q: 3 clusters Score -195986.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -195989.578125 Penalty: 3757.744385
	Iteration 58Q: 3 clusters Score -195989.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -195995.078125 Penalty: 3757.744385
	Iteration 59Q: 3 clusters Score -195995.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -196002.250000 Penalty: 3757.744385
	Iteration 60F: 3 clusters Score -196002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -196009.953125 Penalty: 3757.744385
	Iteration 61Q: 3 clusters Score -196010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -196019.953125 Penalty: 3757.744385
	Iteration 62Q: 3 clusters Score -196020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -196024.218750 Penalty: 3757.744385
	Iteration 63Q: 3 clusters Score -196024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -196029.421875 Penalty: 3757.744385
	Iteration 64Q: 3 clusters Score -196029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -196032.953125 Penalty: 3757.744385
	Iteration 65Q: 3 clusters Score -196033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -196037.781250 Penalty: 3757.744385
	Iteration 66Q: 3 clusters Score -196037.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -196039.921875 Penalty: 3757.744385
	Iteration 67Q: 3 clusters Score -196039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -196041.015625 Penalty: 3757.744385
	Iteration 68Q: 3 clusters Score -196041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -196041.859375 Penalty: 3757.744385
	Iteration 69Q: 3 clusters Score -196041.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -196041.859375 Penalty: 3757.744385
	Iteration 70F: 3 clusters Score -196041.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -297957.125000 Penalty: 1948.175049
	Iteration 0F: 2 clusters Score -297957.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -294948.812500 Penalty: 3896.350098
	Iteration 0F: 3 clusters Score -294948.8 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -295559.843750 Penalty: 3896.350098
	Iteration 1F: 3 clusters Score -295559.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -295697.500000 Penalty: 3896.350098
	Iteration 2F: 3 clusters Score -295697.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -295780.125000 Penalty: 3896.350098
	Iteration 3Q: 3 clusters Score -295780.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -295829.281250 Penalty: 3896.350098
	Iteration 4Q: 3 clusters Score -295829.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -295857.468750 Penalty: 3896.350098
	Iteration 5Q: 3 clusters Score -295857.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -295876.562500 Penalty: 3896.350098
	Iteration 6Q: 3 clusters Score -295876.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -295894.656250 Penalty: 3896.350098
	Iteration 7Q: 3 clusters Score -295894.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -295909.218750 Penalty: 3896.350098
	Iteration 8Q: 3 clusters Score -295909.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -295930.343750 Penalty: 3896.350098
	Iteration 9Q: 3 clusters Score -295930.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -295948.437500 Penalty: 3896.350098
	Iteration 10Q: 3 clusters Score -295948.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -295957.125000 Penalty: 3896.350098
	Iteration 11Q: 3 clusters Score -295957.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -295962.187500 Penalty: 3896.350098
	Iteration 12Q: 3 clusters Score -295962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -295964.062500 Penalty: 3896.350098
	Iteration 13Q: 3 clusters Score -295964.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -295965.906250 Penalty: 3896.350098
	Iteration 14Q: 3 clusters Score -295965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -295966.562500 Penalty: 3896.350098
	Iteration 15Q: 3 clusters Score -295966.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -295967.187500 Penalty: 3896.350098
	Iteration 16Q: 3 clusters Score -295967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -295968.156250 Penalty: 3896.350098
	Iteration 17Q: 3 clusters Score -295968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -295968.687500 Penalty: 3896.350098
	Iteration 18Q: 3 clusters Score -295968.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -295968.687500 Penalty: 3896.350098
	Iteration 19F: 3 clusters Score -295968.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -58201.585938 Penalty: 1582.270386
	Iteration 0F: 2 clusters Score -58201.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56701.906250 Penalty: 3164.540771
	Iteration 0F: 3 clusters Score -56701.91 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57111.000000 Penalty: 3164.540771
	Iteration 1F: 3 clusters Score -57111 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57244.500000 Penalty: 3164.540771
	Iteration 2F: 3 clusters Score -57244.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57293.687500 Penalty: 3164.540771
	Iteration 3Q: 3 clusters Score -57293.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57342.625000 Penalty: 3164.540771
	Iteration 4Q: 3 clusters Score -57342.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57402.097656 Penalty: 3164.540771
	Iteration 5Q: 3 clusters Score -57402.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57522.902344 Penalty: 3164.540771
	Iteration 6Q: 3 clusters Score -57522.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57607.972656 Penalty: 3164.540771
	Iteration 7F: 3 clusters Score -57607.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57725.175781 Penalty: 3164.540771
	Iteration 8F: 3 clusters Score -57725.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57844.925781 Penalty: 3164.540771
	Iteration 9Q: 3 clusters Score -57844.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57984.976562 Penalty: 3164.540771
	Iteration 10Q: 3 clusters Score -57984.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -58150.503906 Penalty: 3164.540771
	Iteration 11Q: 3 clusters Score -58150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58224.039062 Penalty: 3164.540771
	Iteration 12Q: 3 clusters Score -58224.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -58300.062500 Penalty: 3164.540771
	Iteration 13Q: 3 clusters Score -58300.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58376.812500 Penalty: 3164.540771
	Iteration 14Q: 3 clusters Score -58376.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58387.593750 Penalty: 3164.540771
	Iteration 15Q: 3 clusters Score -58387.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58387.593750 Penalty: 3164.540771
	Iteration 16F: 3 clusters Score -58387.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145289 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316662 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65652 members 
Mstep: Class 20 contains 76613 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 392 members 
Mstep: Class 24 contains 34530 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43339 members 
Mstep: Class 29 contains 15170 members 
Mstep: Class 30 contains 198 members 
Entering Unmasked Estep 
Score: -92691536.000000 Penalty: 101310.343750
Splitting cluster 23 changes total score from -92693184.000000 to -92691536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (34530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Entering Unmasked Estep 
Score: -4060744.500000 Penalty: 2591.496826
	Iteration 0F: 2 clusters Score -4060744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -4037212.500000 Penalty: 5182.993652
	Iteration 0F: 3 clusters Score -4037212 nChanged 15668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4045661.750000 Penalty: 5182.993652
	Iteration 1F: 3 clusters Score -4045662 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4046231.250000 Penalty: 5182.993652
	Iteration 2Q: 3 clusters Score -4046231 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4046792.000000 Penalty: 5182.993652
	Iteration 3Q: 3 clusters Score -4046792 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -4047464.500000 Penalty: 5182.993652
	Iteration 4Q: 3 clusters Score -4047464 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -4048190.250000 Penalty: 5182.993652
	Iteration 5Q: 3 clusters Score -4048190 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -4049177.000000 Penalty: 5182.993652
	Iteration 6F: 3 clusters Score -4049177 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -4050352.000000 Penalty: 5182.993652
	Iteration 7F: 3 clusters Score -4050352 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -4051673.250000 Penalty: 5182.993652
	Iteration 8F: 3 clusters Score -4051673 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -4053107.250000 Penalty: 5182.993652
	Iteration 9F: 3 clusters Score -4053107 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -4054474.250000 Penalty: 5182.993652
	Iteration 10F: 3 clusters Score -4054474 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -4055552.250000 Penalty: 5182.993652
	Iteration 11Q: 3 clusters Score -4055552 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -4056316.500000 Penalty: 5182.993652
	Iteration 12Q: 3 clusters Score -4056316 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -4056884.500000 Penalty: 5182.993652
	Iteration 13Q: 3 clusters Score -4056884 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4057306.750000 Penalty: 5182.993652
	Iteration 14Q: 3 clusters Score -4057307 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -4057663.000000 Penalty: 5182.993652
	Iteration 15Q: 3 clusters Score -4057663 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4057958.000000 Penalty: 5182.993652
	Iteration 16Q: 3 clusters Score -4057958 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4058176.750000 Penalty: 5182.993652
	Iteration 17Q: 3 clusters Score -4058177 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -4058358.500000 Penalty: 5182.993652
	Iteration 18Q: 3 clusters Score -4058358 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -4058500.250000 Penalty: 5182.993652
	Iteration 19Q: 3 clusters Score -4058500 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -4058604.500000 Penalty: 5182.993652
	Iteration 20F: 3 clusters Score -4058604 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4058685.500000 Penalty: 5182.993652
	Iteration 21Q: 3 clusters Score -4058686 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -4058733.000000 Penalty: 5182.993652
	Iteration 22Q: 3 clusters Score -4058733 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -4058778.000000 Penalty: 5182.993652
	Iteration 23Q: 3 clusters Score -4058778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -4058798.500000 Penalty: 5182.993652
	Iteration 24Q: 3 clusters Score -4058798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -4058812.000000 Penalty: 5182.993652
	Iteration 25Q: 3 clusters Score -4058812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -4058827.750000 Penalty: 5182.993652
	Iteration 26Q: 3 clusters Score -4058828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4058841.000000 Penalty: 5182.993652
	Iteration 27Q: 3 clusters Score -4058841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -4058849.750000 Penalty: 5182.993652
	Iteration 28Q: 3 clusters Score -4058850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -4058855.500000 Penalty: 5182.993652
	Iteration 29Q: 3 clusters Score -4058856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4058859.250000 Penalty: 5182.993652
	Iteration 30Q: 3 clusters Score -4058859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4058863.250000 Penalty: 5182.993652
	Iteration 31Q: 3 clusters Score -4058863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -4058866.250000 Penalty: 5182.993652
	Iteration 32Q: 3 clusters Score -4058866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -4058868.750000 Penalty: 5182.993652
	Iteration 33Q: 3 clusters Score -4058869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4058868.750000 Penalty: 5182.993652
	Iteration 34Q: 3 clusters Score -4058869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -4058869.500000 Penalty: 5182.993652
	Iteration 35Q: 3 clusters Score -4058870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4058867.750000 Penalty: 5182.993652
	Iteration 36Q: 3 clusters Score -4058868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -4058872.500000 Penalty: 5182.993652
	Iteration 37Q: 3 clusters Score -4058872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -4058870.500000 Penalty: 5182.993652
	Iteration 38Q: 3 clusters Score -4058870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4058871.750000 Penalty: 5182.993652
	Iteration 39Q: 3 clusters Score -4058872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -4058872.750000 Penalty: 5182.993652
	Iteration 40F: 3 clusters Score -4058873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -4058873.750000 Penalty: 5182.993652
	Iteration 41Q: 3 clusters Score -4058874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4058873.250000 Penalty: 5182.993652
	Iteration 42Q: 3 clusters Score -4058873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -4058877.750000 Penalty: 5182.993652
	Iteration 43Q: 3 clusters Score -4058878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -4058877.750000 Penalty: 5182.993652
	Iteration 44Q: 3 clusters Score -4058878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -4058876.000000 Penalty: 5182.993652
	Iteration 45Q: 3 clusters Score -4058876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -4058876.750000 Penalty: 5182.993652
	Iteration 46Q: 3 clusters Score -4058877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -4058876.500000 Penalty: 5182.993652
	Iteration 47Q: 3 clusters Score -4058876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -4058876.500000 Penalty: 5182.993652
	Iteration 48F: 3 clusters Score -4058876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -53287.160156 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -53287.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51769.386719 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -51769.39 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -52215.753906 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -52215.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52502.679688 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -52502.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52699.546875 Penalty: 3125.189941
	Iteration 3F: 3 clusters Score -52699.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52972.183594 Penalty: 3125.189941
	Iteration 4F: 3 clusters Score -52972.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53169.390625 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -53169.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53313.347656 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -53313.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53321.894531 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -53321.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53326.808594 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -53326.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53326.808594 Penalty: 3125.189941
	Iteration 9F: 3 clusters Score -53326.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145289 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316662 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65652 members 
Mstep: Class 20 contains 76613 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34530 members 
Mstep: Class 25 contains 296 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43339 members 
Mstep: Class 29 contains 15170 members 
Mstep: Class 30 contains 249 members 
Entering Unmasked Estep 
Score: -92691360.000000 Penalty: 101310.343750
Splitting cluster 25 changes total score from -92693184.000000 to -92691360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -55012.972656 Penalty: 1551.901611
	Iteration 0F: 2 clusters Score -55012.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53433.968750 Penalty: 3103.803223
	Iteration 0F: 3 clusters Score -53433.97 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -53594.042969 Penalty: 3103.803223
	Iteration 1F: 3 clusters Score -53594.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53655.332031 Penalty: 3103.803223
	Iteration 2Q: 3 clusters Score -53655.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53701.546875 Penalty: 3103.803223
	Iteration 3Q: 3 clusters Score -53701.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -53722.644531 Penalty: 3103.803223
	Iteration 4Q: 3 clusters Score -53722.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53736.011719 Penalty: 3103.803223
	Iteration 5Q: 3 clusters Score -53736.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53743.160156 Penalty: 3103.803223
	Iteration 6Q: 3 clusters Score -53743.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53746.429688 Penalty: 3103.803223
	Iteration 7Q: 3 clusters Score -53746.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53746.429688 Penalty: 3103.803223
	Iteration 8F: 3 clusters Score -53746.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Entering Unmasked Estep 
Score: -1959184.125000 Penalty: 2411.493164
	Iteration 0F: 2 clusters Score -1959184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1947174.500000 Penalty: 4822.986328
	Iteration 0F: 3 clusters Score -1947174 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1951454.750000 Penalty: 4822.986328
	Iteration 1F: 3 clusters Score -1951455 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1952196.750000 Penalty: 4822.986328
	Iteration 2F: 3 clusters Score -1952197 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1952919.250000 Penalty: 4822.986328
	Iteration 3F: 3 clusters Score -1952919 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1953534.000000 Penalty: 4822.986328
	Iteration 4F: 3 clusters Score -1953534 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1954211.625000 Penalty: 4822.986328
	Iteration 5F: 3 clusters Score -1954212 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1954940.500000 Penalty: 4822.986328
	Iteration 6F: 3 clusters Score -1954940 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1955703.250000 Penalty: 4822.986328
	Iteration 7F: 3 clusters Score -1955703 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1956392.250000 Penalty: 4822.986328
	Iteration 8F: 3 clusters Score -1956392 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1956938.875000 Penalty: 4822.986328
	Iteration 9Q: 3 clusters Score -1956939 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1957386.125000 Penalty: 4822.986328
	Iteration 10Q: 3 clusters Score -1957386 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1957725.250000 Penalty: 4822.986328
	Iteration 11Q: 3 clusters Score -1957725 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1957929.125000 Penalty: 4822.986328
	Iteration 12Q: 3 clusters Score -1957929 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1958072.625000 Penalty: 4822.986328
	Iteration 13Q: 3 clusters Score -1958073 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1958156.500000 Penalty: 4822.986328
	Iteration 14Q: 3 clusters Score -1958156 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1958223.375000 Penalty: 4822.986328
	Iteration 15Q: 3 clusters Score -1958223 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1958261.750000 Penalty: 4822.986328
	Iteration 16Q: 3 clusters Score -1958262 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1958296.625000 Penalty: 4822.986328
	Iteration 17Q: 3 clusters Score -1958297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1958331.750000 Penalty: 4822.986328
	Iteration 18Q: 3 clusters Score -1958332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1958354.875000 Penalty: 4822.986328
	Iteration 19Q: 3 clusters Score -1958355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1958365.750000 Penalty: 4822.986328
	Iteration 20F: 3 clusters Score -1958366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1958374.750000 Penalty: 4822.986328
	Iteration 21Q: 3 clusters Score -1958375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1958387.375000 Penalty: 4822.986328
	Iteration 22Q: 3 clusters Score -1958387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1958398.250000 Penalty: 4822.986328
	Iteration 23Q: 3 clusters Score -1958398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1958405.000000 Penalty: 4822.986328
	Iteration 24Q: 3 clusters Score -1958405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1958419.750000 Penalty: 4822.986328
	Iteration 25Q: 3 clusters Score -1958420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1958434.000000 Penalty: 4822.986328
	Iteration 26Q: 3 clusters Score -1958434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1958438.875000 Penalty: 4822.986328
	Iteration 27Q: 3 clusters Score -1958439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1958450.125000 Penalty: 4822.986328
	Iteration 28Q: 3 clusters Score -1958450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1958461.875000 Penalty: 4822.986328
	Iteration 29Q: 3 clusters Score -1958462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1958465.500000 Penalty: 4822.986328
	Iteration 30Q: 3 clusters Score -1958466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1958468.000000 Penalty: 4822.986328
	Iteration 31Q: 3 clusters Score -1958468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1958471.375000 Penalty: 4822.986328
	Iteration 32Q: 3 clusters Score -1958471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1958472.875000 Penalty: 4822.986328
	Iteration 33Q: 3 clusters Score -1958473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1958476.750000 Penalty: 4822.986328
	Iteration 34Q: 3 clusters Score -1958477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1958476.375000 Penalty: 4822.986328
	Iteration 35Q: 3 clusters Score -1958476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1958478.000000 Penalty: 4822.986328
	Iteration 36Q: 3 clusters Score -1958478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1958478.000000 Penalty: 4822.986328
	Iteration 37F: 3 clusters Score -1958478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (43339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Entering Unmasked Estep 
Score: -4900371.000000 Penalty: 2647.848389
	Iteration 0F: 2 clusters Score -4900371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -4871054.000000 Penalty: 5295.696777
	Iteration 0F: 3 clusters Score -4871054 nChanged 19890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4881974.000000 Penalty: 5295.696777
	Iteration 1F: 3 clusters Score -4881974 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -4882641.000000 Penalty: 5295.696777
	Iteration 2Q: 3 clusters Score -4882641 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -4883358.500000 Penalty: 5295.696777
	Iteration 3Q: 3 clusters Score -4883358 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -4884351.500000 Penalty: 5295.696777
	Iteration 4F: 3 clusters Score -4884352 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -4885865.000000 Penalty: 5295.696777
	Iteration 5F: 3 clusters Score -4885865 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4887991.000000 Penalty: 5295.696777
	Iteration 6F: 3 clusters Score -4887991 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4890989.500000 Penalty: 5295.696777
	Iteration 7F: 3 clusters Score -4890990 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -4894161.000000 Penalty: 5295.696777
	Iteration 8F: 3 clusters Score -4894161 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -4896389.500000 Penalty: 5295.696777
	Iteration 9F: 3 clusters Score -4896390 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -4897504.500000 Penalty: 5295.696777
	Iteration 10Q: 3 clusters Score -4897504 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -4897962.500000 Penalty: 5295.696777
	Iteration 11Q: 3 clusters Score -4897962 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -4898194.000000 Penalty: 5295.696777
	Iteration 12Q: 3 clusters Score -4898194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -4898264.000000 Penalty: 5295.696777
	Iteration 13Q: 3 clusters Score -4898264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -4898300.500000 Penalty: 5295.696777
	Iteration 14Q: 3 clusters Score -4898300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -4898330.500000 Penalty: 5295.696777
	Iteration 15Q: 3 clusters Score -4898330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -4898352.000000 Penalty: 5295.696777
	Iteration 16Q: 3 clusters Score -4898352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -4898370.000000 Penalty: 5295.696777
	Iteration 17Q: 3 clusters Score -4898370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -4898373.500000 Penalty: 5295.696777
	Iteration 18Q: 3 clusters Score -4898374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -4898382.500000 Penalty: 5295.696777
	Iteration 19Q: 3 clusters Score -4898382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -4898389.000000 Penalty: 5295.696777
	Iteration 20F: 3 clusters Score -4898389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -4898390.500000 Penalty: 5295.696777
	Iteration 21Q: 3 clusters Score -4898390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -4898394.500000 Penalty: 5295.696777
	Iteration 22Q: 3 clusters Score -4898394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -4898394.500000 Penalty: 5295.696777
	Iteration 23F: 3 clusters Score -4898394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Entering Unmasked Estep 
Score: -1782283.500000 Penalty: 2387.514648
	Iteration 0F: 2 clusters Score -1782284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1771400.625000 Penalty: 4775.029297
	Iteration 0F: 3 clusters Score -1771401 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1774932.750000 Penalty: 4775.029297
	Iteration 1F: 3 clusters Score -1774933 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1775363.875000 Penalty: 4775.029297
	Iteration 2F: 3 clusters Score -1775364 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1775715.750000 Penalty: 4775.029297
	Iteration 3F: 3 clusters Score -1775716 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1776016.875000 Penalty: 4775.029297
	Iteration 4Q: 3 clusters Score -1776017 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1776323.250000 Penalty: 4775.029297
	Iteration 5Q: 3 clusters Score -1776323 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1776650.875000 Penalty: 4775.029297
	Iteration 6Q: 3 clusters Score -1776651 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1777057.375000 Penalty: 4775.029297
	Iteration 7Q: 3 clusters Score -1777057 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1777532.250000 Penalty: 4775.029297
	Iteration 8Q: 3 clusters Score -1777532 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1778052.750000 Penalty: 4775.029297
	Iteration 9Q: 3 clusters Score -1778053 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1778612.625000 Penalty: 4775.029297
	Iteration 10Q: 3 clusters Score -1778613 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1779110.750000 Penalty: 4775.029297
	Iteration 11Q: 3 clusters Score -1779111 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1779453.375000 Penalty: 4775.029297
	Iteration 12Q: 3 clusters Score -1779453 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1779630.750000 Penalty: 4775.029297
	Iteration 13Q: 3 clusters Score -1779631 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1779718.500000 Penalty: 4775.029297
	Iteration 14Q: 3 clusters Score -1779718 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1779790.250000 Penalty: 4775.029297
	Iteration 15Q: 3 clusters Score -1779790 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1779836.250000 Penalty: 4775.029297
	Iteration 16Q: 3 clusters Score -1779836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1779876.125000 Penalty: 4775.029297
	Iteration 17Q: 3 clusters Score -1779876 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1779909.000000 Penalty: 4775.029297
	Iteration 18Q: 3 clusters Score -1779909 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1779940.500000 Penalty: 4775.029297
	Iteration 19Q: 3 clusters Score -1779940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1779968.250000 Penalty: 4775.029297
	Iteration 20F: 3 clusters Score -1779968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1779990.625000 Penalty: 4775.029297
	Iteration 21Q: 3 clusters Score -1779991 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1780013.125000 Penalty: 4775.029297
	Iteration 22Q: 3 clusters Score -1780013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1780040.375000 Penalty: 4775.029297
	Iteration 23Q: 3 clusters Score -1780040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1780060.250000 Penalty: 4775.029297
	Iteration 24Q: 3 clusters Score -1780060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1780070.375000 Penalty: 4775.029297
	Iteration 25Q: 3 clusters Score -1780070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1780083.125000 Penalty: 4775.029297
	Iteration 26Q: 3 clusters Score -1780083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1780097.125000 Penalty: 4775.029297
	Iteration 27Q: 3 clusters Score -1780097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1780104.625000 Penalty: 4775.029297
	Iteration 28Q: 3 clusters Score -1780105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1780116.250000 Penalty: 4775.029297
	Iteration 29Q: 3 clusters Score -1780116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1780125.750000 Penalty: 4775.029297
	Iteration 30Q: 3 clusters Score -1780126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1780140.125000 Penalty: 4775.029297
	Iteration 31Q: 3 clusters Score -1780140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1780154.125000 Penalty: 4775.029297
	Iteration 32Q: 3 clusters Score -1780154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1780157.625000 Penalty: 4775.029297
	Iteration 33Q: 3 clusters Score -1780158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1780168.000000 Penalty: 4775.029297
	Iteration 34Q: 3 clusters Score -1780168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1780181.375000 Penalty: 4775.029297
	Iteration 35Q: 3 clusters Score -1780181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1780191.125000 Penalty: 4775.029297
	Iteration 36Q: 3 clusters Score -1780191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1780199.500000 Penalty: 4775.029297
	Iteration 37Q: 3 clusters Score -1780200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1780213.000000 Penalty: 4775.029297
	Iteration 38Q: 3 clusters Score -1780213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1780217.875000 Penalty: 4775.029297
	Iteration 39Q: 3 clusters Score -1780218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1780214.250000 Penalty: 4775.029297
	Iteration 40F: 3 clusters Score -1780214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1780219.750000 Penalty: 4775.029297
	Iteration 41Q: 3 clusters Score -1780220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1780220.375000 Penalty: 4775.029297
	Iteration 42Q: 3 clusters Score -1780220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1780222.375000 Penalty: 4775.029297
	Iteration 43Q: 3 clusters Score -1780222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1780227.125000 Penalty: 4775.029297
	Iteration 44Q: 3 clusters Score -1780227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1780228.750000 Penalty: 4775.029297
	Iteration 45Q: 3 clusters Score -1780229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1780225.500000 Penalty: 4775.029297
	Iteration 46Q: 3 clusters Score -1780226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1780225.875000 Penalty: 4775.029297
	Iteration 47Q: 3 clusters Score -1780226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1780227.250000 Penalty: 4775.029297
	Iteration 48Q: 3 clusters Score -1780227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1780230.000000 Penalty: 4775.029297
	Iteration 49Q: 3 clusters Score -1780230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1780230.000000 Penalty: 4775.029297
	Iteration 50F: 3 clusters Score -1780230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145289 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316662 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65652 members 
Mstep: Class 20 contains 76613 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34530 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43339 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693136.000000 Penalty: 97933.328125
Iteration 279Q: 30 clusters Score -9.269314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145292 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316659 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65652 members 
Mstep: Class 20 contains 76613 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34530 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43339 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693176.000000 Penalty: 97933.328125
Iteration 280F: 30 clusters Score -9.269318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145295 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316658 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65652 members 
Mstep: Class 20 contains 76611 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34530 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43339 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693168.000000 Penalty: 97933.328125
Iteration 281Q: 30 clusters Score -9.269317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145301 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316654 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65652 members 
Mstep: Class 20 contains 76610 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34529 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43339 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693200.000000 Penalty: 97933.328125
Iteration 282Q: 30 clusters Score -9.26932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145305 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316652 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65652 members 
Mstep: Class 20 contains 76608 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34529 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43339 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693160.000000 Penalty: 97933.328125
Iteration 283Q: 30 clusters Score -9.269316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145309 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316651 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65652 members 
Mstep: Class 20 contains 76603 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34530 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43339 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693200.000000 Penalty: 97933.328125
Iteration 284Q: 30 clusters Score -9.26932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145316 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316651 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65652 members 
Mstep: Class 20 contains 76599 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34530 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43339 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693184.000000 Penalty: 97933.328125
Iteration 285Q: 30 clusters Score -9.269318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145323 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316649 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65651 members 
Mstep: Class 20 contains 76596 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34530 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43339 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693232.000000 Penalty: 97933.328125
Iteration 286Q: 30 clusters Score -9.269323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27066 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145329 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316647 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65650 members 
Mstep: Class 20 contains 76594 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34529 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693240.000000 Penalty: 97933.328125
Iteration 287Q: 30 clusters Score -9.269324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27066 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145332 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316646 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65651 members 
Mstep: Class 20 contains 76591 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34529 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693208.000000 Penalty: 97933.328125
Iteration 288Q: 30 clusters Score -9.269321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27066 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145336 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316644 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65651 members 
Mstep: Class 20 contains 76589 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34529 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693224.000000 Penalty: 97933.328125
Iteration 289Q: 30 clusters Score -9.269322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27066 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145339 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316646 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65651 members 
Mstep: Class 20 contains 76584 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34529 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693224.000000 Penalty: 97933.328125
Iteration 290Q: 30 clusters Score -9.269322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27066 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145340 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316651 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65651 members 
Mstep: Class 20 contains 76579 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34528 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693224.000000 Penalty: 97933.328125
Iteration 291Q: 30 clusters Score -9.269322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27066 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145343 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316652 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65651 members 
Mstep: Class 20 contains 76577 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34526 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693208.000000 Penalty: 97933.328125
Iteration 292Q: 30 clusters Score -9.269321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27066 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145346 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316651 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65651 members 
Mstep: Class 20 contains 76576 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34525 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693208.000000 Penalty: 97933.328125
Iteration 293Q: 30 clusters Score -9.269321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27066 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145352 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316649 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65651 members 
Mstep: Class 20 contains 76574 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34524 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693208.000000 Penalty: 97933.328125
Iteration 294Q: 30 clusters Score -9.269321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27066 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145358 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316648 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65651 members 
Mstep: Class 20 contains 76573 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34520 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693208.000000 Penalty: 97933.328125
Iteration 295Q: 30 clusters Score -9.269321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145364 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316648 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65651 members 
Mstep: Class 20 contains 76568 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34518 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693208.000000 Penalty: 97933.328125
Iteration 296Q: 30 clusters Score -9.269321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 145368 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316649 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65651 members 
Mstep: Class 20 contains 76563 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34516 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693232.000000 Penalty: 97933.328125
Iteration 297Q: 30 clusters Score -9.269323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145371 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316652 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65651 members 
Mstep: Class 20 contains 76558 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34514 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693232.000000 Penalty: 97933.328125
Iteration 298Q: 30 clusters Score -9.269323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145375 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316651 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65652 members 
Mstep: Class 20 contains 76555 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693216.000000 Penalty: 97933.328125
Iteration 299Q: 30 clusters Score -9.269322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145378 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316651 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65653 members 
Mstep: Class 20 contains 76551 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693264.000000 Penalty: 97933.328125
Iteration 300F: 30 clusters Score -9.269326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145379 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316652 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65654 members 
Mstep: Class 20 contains 76548 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693208.000000 Penalty: 97933.328125
Iteration 301Q: 30 clusters Score -9.269321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145380 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316651 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65656 members 
Mstep: Class 20 contains 76546 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693232.000000 Penalty: 97933.328125
Iteration 302Q: 30 clusters Score -9.269323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145382 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316650 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65657 members 
Mstep: Class 20 contains 76544 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43340 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693264.000000 Penalty: 97933.328125
Iteration 303Q: 30 clusters Score -9.269326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 145383 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316651 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65657 members 
Mstep: Class 20 contains 76543 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43339 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693264.000000 Penalty: 97933.328125
Iteration 304Q: 30 clusters Score -9.269326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 145386 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316650 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65657 members 
Mstep: Class 20 contains 76542 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43339 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693240.000000 Penalty: 97933.328125
Iteration 305Q: 30 clusters Score -9.269324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 145386 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316652 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65657 members 
Mstep: Class 20 contains 76542 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43337 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693240.000000 Penalty: 97933.328125
Iteration 306Q: 30 clusters Score -9.269324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 145386 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316652 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65658 members 
Mstep: Class 20 contains 76542 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43336 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693240.000000 Penalty: 97933.328125
Iteration 307Q: 30 clusters Score -9.269324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 145386 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316653 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65658 members 
Mstep: Class 20 contains 76542 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 43335 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693232.000000 Penalty: 97933.328125
Iteration 308Q: 30 clusters Score -9.269323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 145386 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316652 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65658 members 
Mstep: Class 20 contains 76542 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 43335 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693248.000000 Penalty: 97933.328125
Iteration 309Q: 30 clusters Score -9.269325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 145386 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316652 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65658 members 
Mstep: Class 20 contains 76542 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 43335 members 
Mstep: Class 29 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693248.000000 Penalty: 97933.328125
Iteration 310F: 30 clusters Score -9.269325e+07 nChanged 0
Entering ConstructFrom: 
Score: -92693248.000000 Penalty: 97933.328125
Entering ConstructFrom: 
Trying to split cluster 1 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -733518.500000 Penalty: 2182.316162
	Iteration 0F: 2 clusters Score -733518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -727934.625000 Penalty: 4364.632324
	Iteration 0F: 3 clusters Score -727934.6 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -729425.625000 Penalty: 4364.632324
	Iteration 1F: 3 clusters Score -729425.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -729851.562500 Penalty: 4364.632324
	Iteration 2F: 3 clusters Score -729851.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -730334.062500 Penalty: 4364.632324
	Iteration 3F: 3 clusters Score -730334.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -730866.062500 Penalty: 4364.632324
	Iteration 4F: 3 clusters Score -730866.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -731394.875000 Penalty: 4364.632324
	Iteration 5F: 3 clusters Score -731394.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -731839.937500 Penalty: 4364.632324
	Iteration 6F: 3 clusters Score -731839.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -732108.187500 Penalty: 4364.632324
	Iteration 7Q: 3 clusters Score -732108.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -732264.187500 Penalty: 4364.632324
	Iteration 8Q: 3 clusters Score -732264.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -732345.687500 Penalty: 4364.632324
	Iteration 9Q: 3 clusters Score -732345.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -732383.750000 Penalty: 4364.632324
	Iteration 10Q: 3 clusters Score -732383.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -732412.125000 Penalty: 4364.632324
	Iteration 11Q: 3 clusters Score -732412.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -732428.625000 Penalty: 4364.632324
	Iteration 12Q: 3 clusters Score -732428.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -732446.687500 Penalty: 4364.632324
	Iteration 13Q: 3 clusters Score -732446.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -732458.250000 Penalty: 4364.632324
	Iteration 14Q: 3 clusters Score -732458.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -732469.312500 Penalty: 4364.632324
	Iteration 15Q: 3 clusters Score -732469.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -732473.500000 Penalty: 4364.632324
	Iteration 16Q: 3 clusters Score -732473.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -732475.687500 Penalty: 4364.632324
	Iteration 17Q: 3 clusters Score -732475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -732475.687500 Penalty: 4364.632324
	Iteration 18F: 3 clusters Score -732475.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Entering Unmasked Estep 
Score: -495833.156250 Penalty: 2078.580566
	Iteration 0F: 2 clusters Score -495833.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -491708.906250 Penalty: 4157.161133
	Iteration 0F: 3 clusters Score -491708.9 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -492672.031250 Penalty: 4157.161133
	Iteration 1F: 3 clusters Score -492672 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -492865.875000 Penalty: 4157.161133
	Iteration 2F: 3 clusters Score -492865.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -492992.343750 Penalty: 4157.161133
	Iteration 3Q: 3 clusters Score -492992.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -493105.250000 Penalty: 4157.161133
	Iteration 4Q: 3 clusters Score -493105.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -493204.218750 Penalty: 4157.161133
	Iteration 5Q: 3 clusters Score -493204.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -493300.375000 Penalty: 4157.161133
	Iteration 6Q: 3 clusters Score -493300.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -493400.781250 Penalty: 4157.161133
	Iteration 7Q: 3 clusters Score -493400.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -493501.687500 Penalty: 4157.161133
	Iteration 8Q: 3 clusters Score -493501.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -493572.125000 Penalty: 4157.161133
	Iteration 9Q: 3 clusters Score -493572.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -493622.593750 Penalty: 4157.161133
	Iteration 10Q: 3 clusters Score -493622.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -493673.625000 Penalty: 4157.161133
	Iteration 11Q: 3 clusters Score -493673.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -493714.093750 Penalty: 4157.161133
	Iteration 12Q: 3 clusters Score -493714.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -493745.187500 Penalty: 4157.161133
	Iteration 13Q: 3 clusters Score -493745.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -493781.937500 Penalty: 4157.161133
	Iteration 14Q: 3 clusters Score -493781.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -493813.625000 Penalty: 4157.161133
	Iteration 15Q: 3 clusters Score -493813.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -493839.031250 Penalty: 4157.161133
	Iteration 16Q: 3 clusters Score -493839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -493854.281250 Penalty: 4157.161133
	Iteration 17Q: 3 clusters Score -493854.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -493863.937500 Penalty: 4157.161133
	Iteration 18Q: 3 clusters Score -493863.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -493871.937500 Penalty: 4157.161133
	Iteration 19Q: 3 clusters Score -493871.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -493881.968750 Penalty: 4157.161133
	Iteration 20F: 3 clusters Score -493882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -493889.750000 Penalty: 4157.161133
	Iteration 21Q: 3 clusters Score -493889.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -493898.562500 Penalty: 4157.161133
	Iteration 22Q: 3 clusters Score -493898.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -493906.281250 Penalty: 4157.161133
	Iteration 23Q: 3 clusters Score -493906.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -493913.750000 Penalty: 4157.161133
	Iteration 24Q: 3 clusters Score -493913.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -493916.750000 Penalty: 4157.161133
	Iteration 25Q: 3 clusters Score -493916.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -493921.468750 Penalty: 4157.161133
	Iteration 26Q: 3 clusters Score -493921.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -493922.375000 Penalty: 4157.161133
	Iteration 27Q: 3 clusters Score -493922.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -493924.968750 Penalty: 4157.161133
	Iteration 28Q: 3 clusters Score -493925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -493926.812500 Penalty: 4157.161133
	Iteration 29Q: 3 clusters Score -493926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -493930.843750 Penalty: 4157.161133
	Iteration 30Q: 3 clusters Score -493930.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -493934.687500 Penalty: 4157.161133
	Iteration 31Q: 3 clusters Score -493934.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -493939.875000 Penalty: 4157.161133
	Iteration 32Q: 3 clusters Score -493939.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -493942.343750 Penalty: 4157.161133
	Iteration 33Q: 3 clusters Score -493942.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -493946.750000 Penalty: 4157.161133
	Iteration 34Q: 3 clusters Score -493946.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -493949.843750 Penalty: 4157.161133
	Iteration 35Q: 3 clusters Score -493949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -493953.812500 Penalty: 4157.161133
	Iteration 36Q: 3 clusters Score -493953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -493955.718750 Penalty: 4157.161133
	Iteration 37Q: 3 clusters Score -493955.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -493956.531250 Penalty: 4157.161133
	Iteration 38Q: 3 clusters Score -493956.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -493960.718750 Penalty: 4157.161133
	Iteration 39Q: 3 clusters Score -493960.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -493963.187500 Penalty: 4157.161133
	Iteration 40F: 3 clusters Score -493963.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -493965.250000 Penalty: 4157.161133
	Iteration 41Q: 3 clusters Score -493965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -493966.062500 Penalty: 4157.161133
	Iteration 42Q: 3 clusters Score -493966.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -493965.968750 Penalty: 4157.161133
	Iteration 43Q: 3 clusters Score -493966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -493966.500000 Penalty: 4157.161133
	Iteration 44Q: 3 clusters Score -493966.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -493967.625000 Penalty: 4157.161133
	Iteration 45Q: 3 clusters Score -493967.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -493967.625000 Penalty: 4157.161133
	Iteration 46F: 3 clusters Score -493967.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Entering Unmasked Estep 
Score: -3180771.000000 Penalty: 2531.123779
	Iteration 0F: 2 clusters Score -3180771 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 13504 members 
Entering Unmasked Estep 
Score: -3162120.750000 Penalty: 5062.247559
	Iteration 0F: 3 clusters Score -3162121 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3168694.000000 Penalty: 5062.247559
	Iteration 1F: 3 clusters Score -3168694 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -3169095.250000 Penalty: 5062.247559
	Iteration 2Q: 3 clusters Score -3169095 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3169418.250000 Penalty: 5062.247559
	Iteration 3Q: 3 clusters Score -3169418 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3169669.250000 Penalty: 5062.247559
	Iteration 4Q: 3 clusters Score -3169669 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3169872.250000 Penalty: 5062.247559
	Iteration 5Q: 3 clusters Score -3169872 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3170081.500000 Penalty: 5062.247559
	Iteration 6Q: 3 clusters Score -3170082 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3170309.250000 Penalty: 5062.247559
	Iteration 7Q: 3 clusters Score -3170309 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -3170564.250000 Penalty: 5062.247559
	Iteration 8Q: 3 clusters Score -3170564 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3170912.000000 Penalty: 5062.247559
	Iteration 9Q: 3 clusters Score -3170912 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3171372.000000 Penalty: 5062.247559
	Iteration 10Q: 3 clusters Score -3171372 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3172072.250000 Penalty: 5062.247559
	Iteration 11Q: 3 clusters Score -3172072 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -3173016.750000 Penalty: 5062.247559
	Iteration 12F: 3 clusters Score -3173017 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -3174214.250000 Penalty: 5062.247559
	Iteration 13F: 3 clusters Score -3174214 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3175513.750000 Penalty: 5062.247559
	Iteration 14F: 3 clusters Score -3175514 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3176605.500000 Penalty: 5062.247559
	Iteration 15Q: 3 clusters Score -3176606 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3177389.000000 Penalty: 5062.247559
	Iteration 16Q: 3 clusters Score -3177389 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3177850.000000 Penalty: 5062.247559
	Iteration 17Q: 3 clusters Score -3177850 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3178128.000000 Penalty: 5062.247559
	Iteration 18Q: 3 clusters Score -3178128 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3178302.000000 Penalty: 5062.247559
	Iteration 19Q: 3 clusters Score -3178302 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3178390.000000 Penalty: 5062.247559
	Iteration 20F: 3 clusters Score -3178390 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3178453.500000 Penalty: 5062.247559
	Iteration 21Q: 3 clusters Score -3178454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3178489.750000 Penalty: 5062.247559
	Iteration 22Q: 3 clusters Score -3178490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3178521.500000 Penalty: 5062.247559
	Iteration 23Q: 3 clusters Score -3178522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3178554.500000 Penalty: 5062.247559
	Iteration 24Q: 3 clusters Score -3178554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3178573.750000 Penalty: 5062.247559
	Iteration 25Q: 3 clusters Score -3178574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3178589.250000 Penalty: 5062.247559
	Iteration 26Q: 3 clusters Score -3178589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3178605.250000 Penalty: 5062.247559
	Iteration 27Q: 3 clusters Score -3178605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3178613.250000 Penalty: 5062.247559
	Iteration 28Q: 3 clusters Score -3178613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3178616.750000 Penalty: 5062.247559
	Iteration 29Q: 3 clusters Score -3178617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3178619.500000 Penalty: 5062.247559
	Iteration 30Q: 3 clusters Score -3178620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3178627.250000 Penalty: 5062.247559
	Iteration 31Q: 3 clusters Score -3178627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3178630.750000 Penalty: 5062.247559
	Iteration 32Q: 3 clusters Score -3178631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3178636.750000 Penalty: 5062.247559
	Iteration 33Q: 3 clusters Score -3178637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3178638.500000 Penalty: 5062.247559
	Iteration 34Q: 3 clusters Score -3178638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3178635.000000 Penalty: 5062.247559
	Iteration 35Q: 3 clusters Score -3178635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3178635.000000 Penalty: 5062.247559
	Iteration 36F: 3 clusters Score -3178635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -288960.531250 Penalty: 1930.446167
	Iteration 0F: 2 clusters Score -288960.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -286038.718750 Penalty: 3860.892334
	Iteration 0F: 3 clusters Score -286038.7 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -286512.906250 Penalty: 3860.892334
	Iteration 1F: 3 clusters Score -286512.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -286627.312500 Penalty: 3860.892334
	Iteration 2F: 3 clusters Score -286627.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -286689.468750 Penalty: 3860.892334
	Iteration 3Q: 3 clusters Score -286689.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -286734.156250 Penalty: 3860.892334
	Iteration 4Q: 3 clusters Score -286734.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -286767.375000 Penalty: 3860.892334
	Iteration 5Q: 3 clusters Score -286767.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -286788.937500 Penalty: 3860.892334
	Iteration 6Q: 3 clusters Score -286788.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -286809.656250 Penalty: 3860.892334
	Iteration 7Q: 3 clusters Score -286809.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -286823.750000 Penalty: 3860.892334
	Iteration 8Q: 3 clusters Score -286823.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -286838.375000 Penalty: 3860.892334
	Iteration 9Q: 3 clusters Score -286838.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -286846.718750 Penalty: 3860.892334
	Iteration 10Q: 3 clusters Score -286846.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -286855.125000 Penalty: 3860.892334
	Iteration 11Q: 3 clusters Score -286855.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -286863.531250 Penalty: 3860.892334
	Iteration 12Q: 3 clusters Score -286863.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -286870.187500 Penalty: 3860.892334
	Iteration 13Q: 3 clusters Score -286870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -286872.750000 Penalty: 3860.892334
	Iteration 14Q: 3 clusters Score -286872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -286875.281250 Penalty: 3860.892334
	Iteration 15Q: 3 clusters Score -286875.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -286878.093750 Penalty: 3860.892334
	Iteration 16Q: 3 clusters Score -286878.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -286881.125000 Penalty: 3860.892334
	Iteration 17Q: 3 clusters Score -286881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -286883.562500 Penalty: 3860.892334
	Iteration 18Q: 3 clusters Score -286883.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -286886.906250 Penalty: 3860.892334
	Iteration 19Q: 3 clusters Score -286886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -286887.187500 Penalty: 3860.892334
	Iteration 20F: 3 clusters Score -286887.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Entering Unmasked Estep 
Score: -2650018.750000 Penalty: 2486.385742
	Iteration 0F: 2 clusters Score -2650019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2634311.500000 Penalty: 4972.771484
	Iteration 0F: 3 clusters Score -2634312 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2639608.750000 Penalty: 4972.771484
	Iteration 1F: 3 clusters Score -2639609 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2640034.500000 Penalty: 4972.771484
	Iteration 2F: 3 clusters Score -2640034 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2640441.250000 Penalty: 4972.771484
	Iteration 3Q: 3 clusters Score -2640441 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2640884.000000 Penalty: 4972.771484
	Iteration 4Q: 3 clusters Score -2640884 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2641412.250000 Penalty: 4972.771484
	Iteration 5Q: 3 clusters Score -2641412 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2642048.000000 Penalty: 4972.771484
	Iteration 6Q: 3 clusters Score -2642048 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2642913.750000 Penalty: 4972.771484
	Iteration 7F: 3 clusters Score -2642914 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2644072.000000 Penalty: 4972.771484
	Iteration 8F: 3 clusters Score -2644072 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2645689.000000 Penalty: 4972.771484
	Iteration 9F: 3 clusters Score -2645689 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2647325.250000 Penalty: 4972.771484
	Iteration 10F: 3 clusters Score -2647325 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2648291.000000 Penalty: 4972.771484
	Iteration 11F: 3 clusters Score -2648291 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2648673.750000 Penalty: 4972.771484
	Iteration 12Q: 3 clusters Score -2648674 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2648827.250000 Penalty: 4972.771484
	Iteration 13Q: 3 clusters Score -2648827 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2648891.750000 Penalty: 4972.771484
	Iteration 14Q: 3 clusters Score -2648892 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2648921.500000 Penalty: 4972.771484
	Iteration 15Q: 3 clusters Score -2648922 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2648955.500000 Penalty: 4972.771484
	Iteration 16Q: 3 clusters Score -2648956 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2648975.750000 Penalty: 4972.771484
	Iteration 17Q: 3 clusters Score -2648976 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2648979.750000 Penalty: 4972.771484
	Iteration 18Q: 3 clusters Score -2648980 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2648991.750000 Penalty: 4972.771484
	Iteration 19Q: 3 clusters Score -2648992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2649000.000000 Penalty: 4972.771484
	Iteration 20F: 3 clusters Score -2649000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2649001.500000 Penalty: 4972.771484
	Iteration 21Q: 3 clusters Score -2649002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2649000.500000 Penalty: 4972.771484
	Iteration 22Q: 3 clusters Score -2649000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2649005.750000 Penalty: 4972.771484
	Iteration 23Q: 3 clusters Score -2649006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2649006.500000 Penalty: 4972.771484
	Iteration 24Q: 3 clusters Score -2649006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2649006.000000 Penalty: 4972.771484
	Iteration 25Q: 3 clusters Score -2649006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2649004.500000 Penalty: 4972.771484
	Iteration 26Q: 3 clusters Score -2649004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2649006.750000 Penalty: 4972.771484
	Iteration 27Q: 3 clusters Score -2649007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2649005.500000 Penalty: 4972.771484
	Iteration 28Q: 3 clusters Score -2649006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2649006.500000 Penalty: 4972.771484
	Iteration 29Q: 3 clusters Score -2649006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2649007.250000 Penalty: 4972.771484
	Iteration 30Q: 3 clusters Score -2649007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2649007.250000 Penalty: 4972.771484
	Iteration 31F: 3 clusters Score -2649007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -273649.906250 Penalty: 1925.861206
	Iteration 0F: 2 clusters Score -273649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -270752.343750 Penalty: 3851.722412
	Iteration 0F: 3 clusters Score -270752.3 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -271293.156250 Penalty: 3851.722412
	Iteration 1F: 3 clusters Score -271293.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -271428.343750 Penalty: 3851.722412
	Iteration 2F: 3 clusters Score -271428.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -271503.281250 Penalty: 3851.722412
	Iteration 3Q: 3 clusters Score -271503.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -271545.468750 Penalty: 3851.722412
	Iteration 4Q: 3 clusters Score -271545.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -271581.875000 Penalty: 3851.722412
	Iteration 5Q: 3 clusters Score -271581.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -271607.968750 Penalty: 3851.722412
	Iteration 6Q: 3 clusters Score -271608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -271633.125000 Penalty: 3851.722412
	Iteration 7Q: 3 clusters Score -271633.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -271650.062500 Penalty: 3851.722412
	Iteration 8Q: 3 clusters Score -271650.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -271655.312500 Penalty: 3851.722412
	Iteration 9Q: 3 clusters Score -271655.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -271666.250000 Penalty: 3851.722412
	Iteration 10Q: 3 clusters Score -271666.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -271672.687500 Penalty: 3851.722412
	Iteration 11Q: 3 clusters Score -271672.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -271674.656250 Penalty: 3851.722412
	Iteration 12Q: 3 clusters Score -271674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -271676.468750 Penalty: 3851.722412
	Iteration 13Q: 3 clusters Score -271676.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -271679.875000 Penalty: 3851.722412
	Iteration 14Q: 3 clusters Score -271679.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -271682.250000 Penalty: 3851.722412
	Iteration 15Q: 3 clusters Score -271682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -271684.500000 Penalty: 3851.722412
	Iteration 16Q: 3 clusters Score -271684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -271686.781250 Penalty: 3851.722412
	Iteration 17Q: 3 clusters Score -271686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -271687.531250 Penalty: 3851.722412
	Iteration 18Q: 3 clusters Score -271687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -271689.187500 Penalty: 3851.722412
	Iteration 19Q: 3 clusters Score -271689.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -271690.843750 Penalty: 3851.722412
	Iteration 20F: 3 clusters Score -271690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -271692.093750 Penalty: 3851.722412
	Iteration 21Q: 3 clusters Score -271692.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -271692.531250 Penalty: 3851.722412
	Iteration 22Q: 3 clusters Score -271692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -271693.218750 Penalty: 3851.722412
	Iteration 23Q: 3 clusters Score -271693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -271693.687500 Penalty: 3851.722412
	Iteration 24Q: 3 clusters Score -271693.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -271693.687500 Penalty: 3851.722412
	Iteration 25F: 3 clusters Score -271693.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58907.503906 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57329.714844 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -57329.71 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57508.488281 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -57508.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57595.523438 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -57595.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57671.371094 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57671.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57774.648438 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -57774.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57885.296875 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -57885.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58011.136719 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -58011.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58072.320312 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -58072.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58137.277344 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -58137.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58171.476562 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -58171.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58188.113281 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -58188.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58195.539062 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -58195.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58204.343750 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -58204.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58211.148438 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -58211.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58218.082031 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -58218.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58219.125000 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -58219.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58219.125000 Penalty: 3151.767578
	Iteration 16F: 3 clusters Score -58219.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Entering Unmasked Estep 
Score: -606678.625000 Penalty: 2128.764893
	Iteration 0F: 2 clusters Score -606678.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -601935.500000 Penalty: 4257.529785
	Iteration 0F: 3 clusters Score -601935.5 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -603077.000000 Penalty: 4257.529785
	Iteration 1F: 3 clusters Score -603077 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -603303.687500 Penalty: 4257.529785
	Iteration 2F: 3 clusters Score -603303.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -603444.062500 Penalty: 4257.529785
	Iteration 3F: 3 clusters Score -603444.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -603520.500000 Penalty: 4257.529785
	Iteration 4Q: 3 clusters Score -603520.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -603582.250000 Penalty: 4257.529785
	Iteration 5Q: 3 clusters Score -603582.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -603646.375000 Penalty: 4257.529785
	Iteration 6Q: 3 clusters Score -603646.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -603696.375000 Penalty: 4257.529785
	Iteration 7Q: 3 clusters Score -603696.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -603751.125000 Penalty: 4257.529785
	Iteration 8Q: 3 clusters Score -603751.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -603804.750000 Penalty: 4257.529785
	Iteration 9Q: 3 clusters Score -603804.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -603864.500000 Penalty: 4257.529785
	Iteration 10Q: 3 clusters Score -603864.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -603921.125000 Penalty: 4257.529785
	Iteration 11Q: 3 clusters Score -603921.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -603974.000000 Penalty: 4257.529785
	Iteration 12Q: 3 clusters Score -603974 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -604037.500000 Penalty: 4257.529785
	Iteration 13Q: 3 clusters Score -604037.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -604105.687500 Penalty: 4257.529785
	Iteration 14Q: 3 clusters Score -604105.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -604167.875000 Penalty: 4257.529785
	Iteration 15Q: 3 clusters Score -604167.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -604224.000000 Penalty: 4257.529785
	Iteration 16Q: 3 clusters Score -604224 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -604284.937500 Penalty: 4257.529785
	Iteration 17Q: 3 clusters Score -604284.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -604346.937500 Penalty: 4257.529785
	Iteration 18Q: 3 clusters Score -604346.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -604407.687500 Penalty: 4257.529785
	Iteration 19Q: 3 clusters Score -604407.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -604453.062500 Penalty: 4257.529785
	Iteration 20F: 3 clusters Score -604453.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -604493.375000 Penalty: 4257.529785
	Iteration 21Q: 3 clusters Score -604493.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -604532.437500 Penalty: 4257.529785
	Iteration 22Q: 3 clusters Score -604532.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -604562.000000 Penalty: 4257.529785
	Iteration 23Q: 3 clusters Score -604562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -604585.875000 Penalty: 4257.529785
	Iteration 24Q: 3 clusters Score -604585.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -604606.875000 Penalty: 4257.529785
	Iteration 25Q: 3 clusters Score -604606.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -604627.687500 Penalty: 4257.529785
	Iteration 26Q: 3 clusters Score -604627.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -604645.000000 Penalty: 4257.529785
	Iteration 27Q: 3 clusters Score -604645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -604659.000000 Penalty: 4257.529785
	Iteration 28Q: 3 clusters Score -604659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -604671.437500 Penalty: 4257.529785
	Iteration 29Q: 3 clusters Score -604671.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -604682.000000 Penalty: 4257.529785
	Iteration 30Q: 3 clusters Score -604682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -604686.562500 Penalty: 4257.529785
	Iteration 31Q: 3 clusters Score -604686.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -604693.125000 Penalty: 4257.529785
	Iteration 32Q: 3 clusters Score -604693.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -604702.437500 Penalty: 4257.529785
	Iteration 33Q: 3 clusters Score -604702.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -604712.000000 Penalty: 4257.529785
	Iteration 34Q: 3 clusters Score -604712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -604720.750000 Penalty: 4257.529785
	Iteration 35Q: 3 clusters Score -604720.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -604734.500000 Penalty: 4257.529785
	Iteration 36Q: 3 clusters Score -604734.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -604742.375000 Penalty: 4257.529785
	Iteration 37Q: 3 clusters Score -604742.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -604750.500000 Penalty: 4257.529785
	Iteration 38Q: 3 clusters Score -604750.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -604759.687500 Penalty: 4257.529785
	Iteration 39Q: 3 clusters Score -604759.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -604768.312500 Penalty: 4257.529785
	Iteration 40F: 3 clusters Score -604768.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -604772.187500 Penalty: 4257.529785
	Iteration 41Q: 3 clusters Score -604772.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -604774.812500 Penalty: 4257.529785
	Iteration 42Q: 3 clusters Score -604774.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -604780.812500 Penalty: 4257.529785
	Iteration 43Q: 3 clusters Score -604780.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -604783.187500 Penalty: 4257.529785
	Iteration 44Q: 3 clusters Score -604783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -604784.437500 Penalty: 4257.529785
	Iteration 45Q: 3 clusters Score -604784.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -604784.812500 Penalty: 4257.529785
	Iteration 46Q: 3 clusters Score -604784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -604786.375000 Penalty: 4257.529785
	Iteration 47Q: 3 clusters Score -604786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -604786.875000 Penalty: 4257.529785
	Iteration 48Q: 3 clusters Score -604786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -604786.562500 Penalty: 4257.529785
	Iteration 49Q: 3 clusters Score -604786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -604787.562500 Penalty: 4257.529785
	Iteration 50Q: 3 clusters Score -604787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -604792.312500 Penalty: 4257.529785
	Iteration 51Q: 3 clusters Score -604792.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -604793.625000 Penalty: 4257.529785
	Iteration 52Q: 3 clusters Score -604793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -604796.937500 Penalty: 4257.529785
	Iteration 53Q: 3 clusters Score -604796.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -604798.000000 Penalty: 4257.529785
	Iteration 54Q: 3 clusters Score -604798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -604798.625000 Penalty: 4257.529785
	Iteration 55Q: 3 clusters Score -604798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -604801.000000 Penalty: 4257.529785
	Iteration 56Q: 3 clusters Score -604801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -604801.750000 Penalty: 4257.529785
	Iteration 57Q: 3 clusters Score -604801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -604804.812500 Penalty: 4257.529785
	Iteration 58Q: 3 clusters Score -604804.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -604806.062500 Penalty: 4257.529785
	Iteration 59Q: 3 clusters Score -604806.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -604809.187500 Penalty: 4257.529785
	Iteration 60F: 3 clusters Score -604809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -604812.937500 Penalty: 4257.529785
	Iteration 61Q: 3 clusters Score -604812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -604816.312500 Penalty: 4257.529785
	Iteration 62Q: 3 clusters Score -604816.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -604818.312500 Penalty: 4257.529785
	Iteration 63Q: 3 clusters Score -604818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -604821.062500 Penalty: 4257.529785
	Iteration 64Q: 3 clusters Score -604821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -604824.125000 Penalty: 4257.529785
	Iteration 65Q: 3 clusters Score -604824.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -604824.750000 Penalty: 4257.529785
	Iteration 66Q: 3 clusters Score -604824.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -604824.750000 Penalty: 4257.529785
	Iteration 67F: 3 clusters Score -604824.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Entering Unmasked Estep 
Score: -1405906.875000 Penalty: 2349.478760
	Iteration 0F: 2 clusters Score -1405907 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 6527 members 
Entering Unmasked Estep 
Score: -1396310.875000 Penalty: 4698.957520
	Iteration 0F: 3 clusters Score -1396311 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1399150.625000 Penalty: 4698.957520
	Iteration 1F: 3 clusters Score -1399151 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1399447.500000 Penalty: 4698.957520
	Iteration 2F: 3 clusters Score -1399448 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1399653.000000 Penalty: 4698.957520
	Iteration 3Q: 3 clusters Score -1399653 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1399799.750000 Penalty: 4698.957520
	Iteration 4Q: 3 clusters Score -1399800 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1399922.250000 Penalty: 4698.957520
	Iteration 5Q: 3 clusters Score -1399922 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1400034.375000 Penalty: 4698.957520
	Iteration 6Q: 3 clusters Score -1400034 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1400120.250000 Penalty: 4698.957520
	Iteration 7Q: 3 clusters Score -1400120 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1400216.000000 Penalty: 4698.957520
	Iteration 8Q: 3 clusters Score -1400216 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1400301.625000 Penalty: 4698.957520
	Iteration 9Q: 3 clusters Score -1400302 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1400372.125000 Penalty: 4698.957520
	Iteration 10Q: 3 clusters Score -1400372 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1400446.625000 Penalty: 4698.957520
	Iteration 11Q: 3 clusters Score -1400447 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1400509.625000 Penalty: 4698.957520
	Iteration 12Q: 3 clusters Score -1400510 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1400576.750000 Penalty: 4698.957520
	Iteration 13Q: 3 clusters Score -1400577 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1400647.250000 Penalty: 4698.957520
	Iteration 14Q: 3 clusters Score -1400647 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1400727.375000 Penalty: 4698.957520
	Iteration 15Q: 3 clusters Score -1400727 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1400816.250000 Penalty: 4698.957520
	Iteration 16Q: 3 clusters Score -1400816 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1400931.250000 Penalty: 4698.957520
	Iteration 17Q: 3 clusters Score -1400931 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1401053.750000 Penalty: 4698.957520
	Iteration 18Q: 3 clusters Score -1401054 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1401213.125000 Penalty: 4698.957520
	Iteration 19Q: 3 clusters Score -1401213 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1401425.125000 Penalty: 4698.957520
	Iteration 20F: 3 clusters Score -1401425 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1401641.875000 Penalty: 4698.957520
	Iteration 21Q: 3 clusters Score -1401642 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1401900.875000 Penalty: 4698.957520
	Iteration 22Q: 3 clusters Score -1401901 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1402166.750000 Penalty: 4698.957520
	Iteration 23Q: 3 clusters Score -1402167 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1402407.250000 Penalty: 4698.957520
	Iteration 24Q: 3 clusters Score -1402407 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1402571.750000 Penalty: 4698.957520
	Iteration 25Q: 3 clusters Score -1402572 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1402701.625000 Penalty: 4698.957520
	Iteration 26Q: 3 clusters Score -1402702 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1402793.750000 Penalty: 4698.957520
	Iteration 27Q: 3 clusters Score -1402794 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1402880.500000 Penalty: 4698.957520
	Iteration 28Q: 3 clusters Score -1402880 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1402949.875000 Penalty: 4698.957520
	Iteration 29Q: 3 clusters Score -1402950 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1402996.750000 Penalty: 4698.957520
	Iteration 30Q: 3 clusters Score -1402997 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1403034.125000 Penalty: 4698.957520
	Iteration 31Q: 3 clusters Score -1403034 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1403071.625000 Penalty: 4698.957520
	Iteration 32Q: 3 clusters Score -1403072 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1403116.250000 Penalty: 4698.957520
	Iteration 33Q: 3 clusters Score -1403116 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1403140.250000 Penalty: 4698.957520
	Iteration 34Q: 3 clusters Score -1403140 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1403166.625000 Penalty: 4698.957520
	Iteration 35Q: 3 clusters Score -1403167 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1403205.750000 Penalty: 4698.957520
	Iteration 36Q: 3 clusters Score -1403206 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1403249.125000 Penalty: 4698.957520
	Iteration 37Q: 3 clusters Score -1403249 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1403288.125000 Penalty: 4698.957520
	Iteration 38Q: 3 clusters Score -1403288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1403322.500000 Penalty: 4698.957520
	Iteration 39Q: 3 clusters Score -1403322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1403349.000000 Penalty: 4698.957520
	Iteration 40F: 3 clusters Score -1403349 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1403379.500000 Penalty: 4698.957520
	Iteration 41Q: 3 clusters Score -1403380 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1403409.250000 Penalty: 4698.957520
	Iteration 42Q: 3 clusters Score -1403409 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1403427.625000 Penalty: 4698.957520
	Iteration 43Q: 3 clusters Score -1403428 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1403454.000000 Penalty: 4698.957520
	Iteration 44Q: 3 clusters Score -1403454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1403478.875000 Penalty: 4698.957520
	Iteration 45Q: 3 clusters Score -1403479 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1403500.375000 Penalty: 4698.957520
	Iteration 46Q: 3 clusters Score -1403500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1403533.125000 Penalty: 4698.957520
	Iteration 47Q: 3 clusters Score -1403533 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1403566.250000 Penalty: 4698.957520
	Iteration 48Q: 3 clusters Score -1403566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1403605.750000 Penalty: 4698.957520
	Iteration 49Q: 3 clusters Score -1403606 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1403635.750000 Penalty: 4698.957520
	Iteration 50Q: 3 clusters Score -1403636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1403664.625000 Penalty: 4698.957520
	Iteration 51Q: 3 clusters Score -1403665 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1403693.500000 Penalty: 4698.957520
	Iteration 52Q: 3 clusters Score -1403694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1403713.000000 Penalty: 4698.957520
	Iteration 53Q: 3 clusters Score -1403713 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1403743.000000 Penalty: 4698.957520
	Iteration 54Q: 3 clusters Score -1403743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1403770.000000 Penalty: 4698.957520
	Iteration 55Q: 3 clusters Score -1403770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1403788.750000 Penalty: 4698.957520
	Iteration 56Q: 3 clusters Score -1403789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1403803.750000 Penalty: 4698.957520
	Iteration 57Q: 3 clusters Score -1403804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1403827.250000 Penalty: 4698.957520
	Iteration 58Q: 3 clusters Score -1403827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1403838.750000 Penalty: 4698.957520
	Iteration 59Q: 3 clusters Score -1403839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1403852.375000 Penalty: 4698.957520
	Iteration 60F: 3 clusters Score -1403852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1403866.375000 Penalty: 4698.957520
	Iteration 61Q: 3 clusters Score -1403866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1403874.500000 Penalty: 4698.957520
	Iteration 62Q: 3 clusters Score -1403874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1403883.750000 Penalty: 4698.957520
	Iteration 63Q: 3 clusters Score -1403884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1403896.000000 Penalty: 4698.957520
	Iteration 64Q: 3 clusters Score -1403896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1403914.625000 Penalty: 4698.957520
	Iteration 65Q: 3 clusters Score -1403915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1403919.000000 Penalty: 4698.957520
	Iteration 66Q: 3 clusters Score -1403919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1403925.000000 Penalty: 4698.957520
	Iteration 67Q: 3 clusters Score -1403925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1403935.625000 Penalty: 4698.957520
	Iteration 68Q: 3 clusters Score -1403936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1403948.625000 Penalty: 4698.957520
	Iteration 69Q: 3 clusters Score -1403949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1403955.625000 Penalty: 4698.957520
	Iteration 70Q: 3 clusters Score -1403956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1403961.500000 Penalty: 4698.957520
	Iteration 71Q: 3 clusters Score -1403962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1403969.000000 Penalty: 4698.957520
	Iteration 72Q: 3 clusters Score -1403969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1403969.750000 Penalty: 4698.957520
	Iteration 73Q: 3 clusters Score -1403970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1403976.000000 Penalty: 4698.957520
	Iteration 74Q: 3 clusters Score -1403976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1403982.375000 Penalty: 4698.957520
	Iteration 75Q: 3 clusters Score -1403982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1403987.250000 Penalty: 4698.957520
	Iteration 76Q: 3 clusters Score -1403987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1403995.000000 Penalty: 4698.957520
	Iteration 77Q: 3 clusters Score -1403995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1403999.250000 Penalty: 4698.957520
	Iteration 78Q: 3 clusters Score -1403999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1404001.625000 Penalty: 4698.957520
	Iteration 79Q: 3 clusters Score -1404002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1404008.750000 Penalty: 4698.957520
	Iteration 80F: 3 clusters Score -1404009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1404009.625000 Penalty: 4698.957520
	Iteration 81Q: 3 clusters Score -1404010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1404009.125000 Penalty: 4698.957520
	Iteration 82Q: 3 clusters Score -1404009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1404012.875000 Penalty: 4698.957520
	Iteration 83Q: 3 clusters Score -1404013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1404014.500000 Penalty: 4698.957520
	Iteration 84Q: 3 clusters Score -1404014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1404014.500000 Penalty: 4698.957520
	Iteration 85F: 3 clusters Score -1404014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (145386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145386 members 
Entering Unmasked Estep 
Score: -16930038.000000 Penalty: 2948.012695
	Iteration 0F: 2 clusters Score -1.693004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72268 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -16832946.000000 Penalty: 5896.025391
	Iteration 0F: 3 clusters Score -1.683295e+07 nChanged 69038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67312 members 
Mstep: Class 2 contains 78074 members 
Entering Unmasked Estep 
Score: -16873544.000000 Penalty: 5896.025391
	Iteration 1F: 3 clusters Score -1.687354e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -16874956.000000 Penalty: 5896.025391
	Iteration 2Q: 3 clusters Score -1.687496e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 86367 members 
Entering Unmasked Estep 
Score: -16877280.000000 Penalty: 5896.025391
	Iteration 3Q: 3 clusters Score -1.687728e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 93760 members 
Entering Unmasked Estep 
Score: -16881496.000000 Penalty: 5896.025391
	Iteration 4F: 3 clusters Score -1.68815e+07 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 104115 members 
Entering Unmasked Estep 
Score: -16888750.000000 Penalty: 5896.025391
	Iteration 5F: 3 clusters Score -1.688875e+07 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 116883 members 
Entering Unmasked Estep 
Score: -16899730.000000 Penalty: 5896.025391
	Iteration 6F: 3 clusters Score -1.689973e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 129764 members 
Entering Unmasked Estep 
Score: -16912202.000000 Penalty: 5896.025391
	Iteration 7F: 3 clusters Score -1.69122e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 139021 members 
Entering Unmasked Estep 
Score: -16921598.000000 Penalty: 5896.025391
	Iteration 8F: 3 clusters Score -1.69216e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 143341 members 
Entering Unmasked Estep 
Score: -16925676.000000 Penalty: 5896.025391
	Iteration 9Q: 3 clusters Score -1.692568e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 144655 members 
Entering Unmasked Estep 
Score: -16926864.000000 Penalty: 5896.025391
	Iteration 10Q: 3 clusters Score -1.692686e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 144985 members 
Entering Unmasked Estep 
Score: -16927212.000000 Penalty: 5896.025391
	Iteration 11Q: 3 clusters Score -1.692721e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 145069 members 
Entering Unmasked Estep 
Score: -16927334.000000 Penalty: 5896.025391
	Iteration 12Q: 3 clusters Score -1.692733e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 145096 members 
Entering Unmasked Estep 
Score: -16927376.000000 Penalty: 5896.025391
	Iteration 13Q: 3 clusters Score -1.692738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 145106 members 
Entering Unmasked Estep 
Score: -16927408.000000 Penalty: 5896.025391
	Iteration 14Q: 3 clusters Score -1.692741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 145118 members 
Entering Unmasked Estep 
Score: -16927444.000000 Penalty: 5896.025391
	Iteration 15Q: 3 clusters Score -1.692744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 145122 members 
Entering Unmasked Estep 
Score: -16927452.000000 Penalty: 5896.025391
	Iteration 16Q: 3 clusters Score -1.692745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 145129 members 
Entering Unmasked Estep 
Score: -16927466.000000 Penalty: 5896.025391
	Iteration 17Q: 3 clusters Score -1.692747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 145130 members 
Entering Unmasked Estep 
Score: -16927472.000000 Penalty: 5896.025391
	Iteration 18Q: 3 clusters Score -1.692747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 145134 members 
Entering Unmasked Estep 
Score: -16927476.000000 Penalty: 5896.025391
	Iteration 19Q: 3 clusters Score -1.692748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 145135 members 
Entering Unmasked Estep 
Score: -16927482.000000 Penalty: 5896.025391
	Iteration 20F: 3 clusters Score -1.692748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 145134 members 
Entering Unmasked Estep 
Score: -16927484.000000 Penalty: 5896.025391
	Iteration 21Q: 3 clusters Score -1.692748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 145134 members 
Entering Unmasked Estep 
Score: -16927484.000000 Penalty: 5896.025391
	Iteration 22F: 3 clusters Score -1.692748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -443970.968750 Penalty: 2048.153076
	Iteration 0F: 2 clusters Score -443971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -440181.156250 Penalty: 4096.306152
	Iteration 0F: 3 clusters Score -440181.2 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -441010.875000 Penalty: 4096.306152
	Iteration 1F: 3 clusters Score -441010.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -441201.343750 Penalty: 4096.306152
	Iteration 2F: 3 clusters Score -441201.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -441337.156250 Penalty: 4096.306152
	Iteration 3F: 3 clusters Score -441337.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -441426.250000 Penalty: 4096.306152
	Iteration 4Q: 3 clusters Score -441426.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -441522.500000 Penalty: 4096.306152
	Iteration 5Q: 3 clusters Score -441522.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -441607.781250 Penalty: 4096.306152
	Iteration 6Q: 3 clusters Score -441607.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -441671.343750 Penalty: 4096.306152
	Iteration 7Q: 3 clusters Score -441671.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -441730.218750 Penalty: 4096.306152
	Iteration 8Q: 3 clusters Score -441730.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -441778.656250 Penalty: 4096.306152
	Iteration 9Q: 3 clusters Score -441778.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -441840.718750 Penalty: 4096.306152
	Iteration 10Q: 3 clusters Score -441840.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -441891.031250 Penalty: 4096.306152
	Iteration 11Q: 3 clusters Score -441891 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -441932.031250 Penalty: 4096.306152
	Iteration 12Q: 3 clusters Score -441932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -441961.406250 Penalty: 4096.306152
	Iteration 13Q: 3 clusters Score -441961.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -441993.812500 Penalty: 4096.306152
	Iteration 14Q: 3 clusters Score -441993.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -442026.187500 Penalty: 4096.306152
	Iteration 15Q: 3 clusters Score -442026.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -442052.906250 Penalty: 4096.306152
	Iteration 16Q: 3 clusters Score -442052.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -442078.937500 Penalty: 4096.306152
	Iteration 17Q: 3 clusters Score -442078.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -442097.093750 Penalty: 4096.306152
	Iteration 18Q: 3 clusters Score -442097.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -442110.281250 Penalty: 4096.306152
	Iteration 19Q: 3 clusters Score -442110.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -442125.468750 Penalty: 4096.306152
	Iteration 20F: 3 clusters Score -442125.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -442135.937500 Penalty: 4096.306152
	Iteration 21Q: 3 clusters Score -442135.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -442152.500000 Penalty: 4096.306152
	Iteration 22Q: 3 clusters Score -442152.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -442167.968750 Penalty: 4096.306152
	Iteration 23Q: 3 clusters Score -442168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -442178.937500 Penalty: 4096.306152
	Iteration 24Q: 3 clusters Score -442178.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -442189.062500 Penalty: 4096.306152
	Iteration 25Q: 3 clusters Score -442189.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -442200.968750 Penalty: 4096.306152
	Iteration 26Q: 3 clusters Score -442201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -442210.562500 Penalty: 4096.306152
	Iteration 27Q: 3 clusters Score -442210.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -442222.343750 Penalty: 4096.306152
	Iteration 28Q: 3 clusters Score -442222.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -442236.687500 Penalty: 4096.306152
	Iteration 29Q: 3 clusters Score -442236.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -442248.562500 Penalty: 4096.306152
	Iteration 30Q: 3 clusters Score -442248.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -442264.218750 Penalty: 4096.306152
	Iteration 31Q: 3 clusters Score -442264.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -442274.593750 Penalty: 4096.306152
	Iteration 32Q: 3 clusters Score -442274.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -442282.156250 Penalty: 4096.306152
	Iteration 33Q: 3 clusters Score -442282.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -442292.218750 Penalty: 4096.306152
	Iteration 34Q: 3 clusters Score -442292.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -442300.218750 Penalty: 4096.306152
	Iteration 35Q: 3 clusters Score -442300.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -442308.843750 Penalty: 4096.306152
	Iteration 36Q: 3 clusters Score -442308.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -442315.093750 Penalty: 4096.306152
	Iteration 37Q: 3 clusters Score -442315.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -442319.343750 Penalty: 4096.306152
	Iteration 38Q: 3 clusters Score -442319.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -442323.968750 Penalty: 4096.306152
	Iteration 39Q: 3 clusters Score -442324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -442328.593750 Penalty: 4096.306152
	Iteration 40F: 3 clusters Score -442328.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -442330.656250 Penalty: 4096.306152
	Iteration 41Q: 3 clusters Score -442330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -442331.781250 Penalty: 4096.306152
	Iteration 42Q: 3 clusters Score -442331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -442331.875000 Penalty: 4096.306152
	Iteration 43Q: 3 clusters Score -442331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -442333.906250 Penalty: 4096.306152
	Iteration 44Q: 3 clusters Score -442333.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -442333.906250 Penalty: 4096.306152
	Iteration 45F: 3 clusters Score -442333.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -34984.378906 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34984.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33673.363281 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33673.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33746.144531 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33746.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33762.910156 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -33762.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33770.335938 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -33770.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33772.671875 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -33772.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33772.671875 Penalty: 2848.529785
	Iteration 5F: 3 clusters Score -33772.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (316652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316652 members 
Entering Unmasked Estep 
Score: -36320416.000000 Penalty: 3141.058594
	Iteration 0F: 2 clusters Score -3.632042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157702 members 
Mstep: Class 2 contains 158950 members 
Entering Unmasked Estep 
Score: -36130828.000000 Penalty: 6282.117188
	Iteration 0F: 3 clusters Score -3.613083e+07 nChanged 153375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144057 members 
Mstep: Class 2 contains 172595 members 
Entering Unmasked Estep 
Score: -36223020.000000 Penalty: 6282.117188
	Iteration 1F: 3 clusters Score -3.622302e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134949 members 
Mstep: Class 2 contains 181703 members 
Entering Unmasked Estep 
Score: -36225868.000000 Penalty: 6282.117188
	Iteration 2Q: 3 clusters Score -3.622587e+07 nChanged 14606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120959 members 
Mstep: Class 2 contains 195693 members 
Entering Unmasked Estep 
Score: -36231900.000000 Penalty: 6282.117188
	Iteration 3Q: 3 clusters Score -3.62319e+07 nChanged 20551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 216060 members 
Entering Unmasked Estep 
Score: -36244108.000000 Penalty: 6282.117188
	Iteration 4F: 3 clusters Score -3.624411e+07 nChanged 27095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73545 members 
Mstep: Class 2 contains 243107 members 
Entering Unmasked Estep 
Score: -36264588.000000 Penalty: 6282.117188
	Iteration 5F: 3 clusters Score -3.626459e+07 nChanged 29836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 272935 members 
Entering Unmasked Estep 
Score: -36291968.000000 Penalty: 6282.117188
	Iteration 6F: 3 clusters Score -3.629197e+07 nChanged 24338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 297273 members 
Entering Unmasked Estep 
Score: -36313300.000000 Penalty: 6282.117188
	Iteration 7F: 3 clusters Score -3.63133e+07 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 310309 members 
Entering Unmasked Estep 
Score: -36317920.000000 Penalty: 6282.117188
	Iteration 8Q: 3 clusters Score -3.631792e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 314933 members 
Entering Unmasked Estep 
Score: -36317832.000000 Penalty: 6282.117188
	Iteration 9Q: 3 clusters Score -3.631783e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 316066 members 
Entering Unmasked Estep 
Score: -36317804.000000 Penalty: 6282.117188
	Iteration 10Q: 3 clusters Score -3.63178e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 316303 members 
Entering Unmasked Estep 
Score: -36317808.000000 Penalty: 6282.117188
	Iteration 11Q: 3 clusters Score -3.631781e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 316363 members 
Entering Unmasked Estep 
Score: -36317884.000000 Penalty: 6282.117188
	Iteration 12Q: 3 clusters Score -3.631788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 316376 members 
Entering Unmasked Estep 
Score: -36317900.000000 Penalty: 6282.117188
	Iteration 13Q: 3 clusters Score -3.63179e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 316390 members 
Entering Unmasked Estep 
Score: -36317888.000000 Penalty: 6282.117188
	Iteration 14Q: 3 clusters Score -3.631789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 316395 members 
Entering Unmasked Estep 
Score: -36317924.000000 Penalty: 6282.117188
	Iteration 15Q: 3 clusters Score -3.631792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 316397 members 
Entering Unmasked Estep 
Score: -36317944.000000 Penalty: 6282.117188
	Iteration 16Q: 3 clusters Score -3.631794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 316398 members 
Entering Unmasked Estep 
Score: -36317968.000000 Penalty: 6282.117188
	Iteration 17Q: 3 clusters Score -3.631797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 316401 members 
Entering Unmasked Estep 
Score: -36317964.000000 Penalty: 6282.117188
	Iteration 18Q: 3 clusters Score -3.631796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 316399 members 
Entering Unmasked Estep 
Score: -36317948.000000 Penalty: 6282.117188
	Iteration 19Q: 3 clusters Score -3.631795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 316400 members 
Entering Unmasked Estep 
Score: -36317964.000000 Penalty: 6282.117188
	Iteration 20F: 3 clusters Score -3.631796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 316401 members 
Entering Unmasked Estep 
Score: -36317956.000000 Penalty: 6282.117188
	Iteration 21Q: 3 clusters Score -3.631796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 316403 members 
Entering Unmasked Estep 
Score: -36317956.000000 Penalty: 6282.117188
	Iteration 22Q: 3 clusters Score -3.631796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 316404 members 
Entering Unmasked Estep 
Score: -36317952.000000 Penalty: 6282.117188
	Iteration 23Q: 3 clusters Score -3.631795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 316404 members 
Entering Unmasked Estep 
Score: -36317952.000000 Penalty: 6282.117188
	Iteration 24F: 3 clusters Score -3.631795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -61639.371094 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -61639.37 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 309 members 
Entering Unmasked Estep 
Score: -60066.648438 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -60066.65 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60266.882812 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -60266.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60332.941406 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -60332.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60355.855469 Penalty: 3162.856689
	Iteration 3Q: 3 clusters Score -60355.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60363.519531 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -60363.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60365.156250 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -60365.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60369.339844 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -60369.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60369.339844 Penalty: 3162.856689
	Iteration 7F: 3 clusters Score -60369.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Entering Unmasked Estep 
Score: -789134.750000 Penalty: 2187.056885
	Iteration 0F: 2 clusters Score -789134.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -783557.750000 Penalty: 4374.113770
	Iteration 0F: 3 clusters Score -783557.8 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -784969.687500 Penalty: 4374.113770
	Iteration 1F: 3 clusters Score -784969.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -785166.250000 Penalty: 4374.113770
	Iteration 2F: 3 clusters Score -785166.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -785273.750000 Penalty: 4374.113770
	Iteration 3Q: 3 clusters Score -785273.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -785351.937500 Penalty: 4374.113770
	Iteration 4Q: 3 clusters Score -785351.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -785411.375000 Penalty: 4374.113770
	Iteration 5Q: 3 clusters Score -785411.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -785460.062500 Penalty: 4374.113770
	Iteration 6Q: 3 clusters Score -785460.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -785504.437500 Penalty: 4374.113770
	Iteration 7Q: 3 clusters Score -785504.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -785538.312500 Penalty: 4374.113770
	Iteration 8Q: 3 clusters Score -785538.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -785571.687500 Penalty: 4374.113770
	Iteration 9Q: 3 clusters Score -785571.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -785613.437500 Penalty: 4374.113770
	Iteration 10Q: 3 clusters Score -785613.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -785645.250000 Penalty: 4374.113770
	Iteration 11Q: 3 clusters Score -785645.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -785670.875000 Penalty: 4374.113770
	Iteration 12Q: 3 clusters Score -785670.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -785693.062500 Penalty: 4374.113770
	Iteration 13Q: 3 clusters Score -785693.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -785715.250000 Penalty: 4374.113770
	Iteration 14Q: 3 clusters Score -785715.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -785740.375000 Penalty: 4374.113770
	Iteration 15Q: 3 clusters Score -785740.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -785775.375000 Penalty: 4374.113770
	Iteration 16Q: 3 clusters Score -785775.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -785817.875000 Penalty: 4374.113770
	Iteration 17Q: 3 clusters Score -785817.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -785858.562500 Penalty: 4374.113770
	Iteration 18Q: 3 clusters Score -785858.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -785895.250000 Penalty: 4374.113770
	Iteration 19Q: 3 clusters Score -785895.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -785931.125000 Penalty: 4374.113770
	Iteration 20F: 3 clusters Score -785931.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -785965.312500 Penalty: 4374.113770
	Iteration 21Q: 3 clusters Score -785965.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -786010.937500 Penalty: 4374.113770
	Iteration 22Q: 3 clusters Score -786010.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -786066.937500 Penalty: 4374.113770
	Iteration 23Q: 3 clusters Score -786066.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -786131.875000 Penalty: 4374.113770
	Iteration 24Q: 3 clusters Score -786131.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -786213.187500 Penalty: 4374.113770
	Iteration 25Q: 3 clusters Score -786213.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -786298.375000 Penalty: 4374.113770
	Iteration 26Q: 3 clusters Score -786298.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -786405.687500 Penalty: 4374.113770
	Iteration 27Q: 3 clusters Score -786405.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -786529.312500 Penalty: 4374.113770
	Iteration 28Q: 3 clusters Score -786529.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -786646.187500 Penalty: 4374.113770
	Iteration 29Q: 3 clusters Score -786646.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -786766.250000 Penalty: 4374.113770
	Iteration 30Q: 3 clusters Score -786766.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -786883.750000 Penalty: 4374.113770
	Iteration 31Q: 3 clusters Score -786883.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -786976.750000 Penalty: 4374.113770
	Iteration 32Q: 3 clusters Score -786976.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -787051.250000 Penalty: 4374.113770
	Iteration 33Q: 3 clusters Score -787051.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -787119.750000 Penalty: 4374.113770
	Iteration 34Q: 3 clusters Score -787119.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -787173.312500 Penalty: 4374.113770
	Iteration 35Q: 3 clusters Score -787173.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -787218.875000 Penalty: 4374.113770
	Iteration 36Q: 3 clusters Score -787218.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -787253.875000 Penalty: 4374.113770
	Iteration 37Q: 3 clusters Score -787253.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -787275.187500 Penalty: 4374.113770
	Iteration 38Q: 3 clusters Score -787275.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -787290.000000 Penalty: 4374.113770
	Iteration 39Q: 3 clusters Score -787290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -787303.562500 Penalty: 4374.113770
	Iteration 40F: 3 clusters Score -787303.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -787312.000000 Penalty: 4374.113770
	Iteration 41Q: 3 clusters Score -787312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -787317.812500 Penalty: 4374.113770
	Iteration 42Q: 3 clusters Score -787317.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -787323.375000 Penalty: 4374.113770
	Iteration 43Q: 3 clusters Score -787323.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -787331.937500 Penalty: 4374.113770
	Iteration 44Q: 3 clusters Score -787331.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -787335.937500 Penalty: 4374.113770
	Iteration 45Q: 3 clusters Score -787335.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -787342.500000 Penalty: 4374.113770
	Iteration 46Q: 3 clusters Score -787342.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -787349.375000 Penalty: 4374.113770
	Iteration 47Q: 3 clusters Score -787349.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -787352.812500 Penalty: 4374.113770
	Iteration 48Q: 3 clusters Score -787352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -787355.437500 Penalty: 4374.113770
	Iteration 49Q: 3 clusters Score -787355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -787359.562500 Penalty: 4374.113770
	Iteration 50Q: 3 clusters Score -787359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -787364.250000 Penalty: 4374.113770
	Iteration 51Q: 3 clusters Score -787364.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -787369.562500 Penalty: 4374.113770
	Iteration 52Q: 3 clusters Score -787369.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -787371.250000 Penalty: 4374.113770
	Iteration 53Q: 3 clusters Score -787371.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -787373.437500 Penalty: 4374.113770
	Iteration 54Q: 3 clusters Score -787373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -787378.250000 Penalty: 4374.113770
	Iteration 55Q: 3 clusters Score -787378.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -787381.625000 Penalty: 4374.113770
	Iteration 56Q: 3 clusters Score -787381.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -787385.625000 Penalty: 4374.113770
	Iteration 57Q: 3 clusters Score -787385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -787387.187500 Penalty: 4374.113770
	Iteration 58Q: 3 clusters Score -787387.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -787391.187500 Penalty: 4374.113770
	Iteration 59Q: 3 clusters Score -787391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -787393.125000 Penalty: 4374.113770
	Iteration 60F: 3 clusters Score -787393.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -787394.875000 Penalty: 4374.113770
	Iteration 61Q: 3 clusters Score -787394.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -787397.125000 Penalty: 4374.113770
	Iteration 62Q: 3 clusters Score -787397.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -787399.312500 Penalty: 4374.113770
	Iteration 63Q: 3 clusters Score -787399.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -787399.312500 Penalty: 4374.113770
	Iteration 64F: 3 clusters Score -787399.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -46674.363281 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -46674.36 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 217 members 
Entering Unmasked Estep 
Score: -45229.464844 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -45229.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45365.812500 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -45365.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45393.695312 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -45393.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45406.957031 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -45406.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45417.468750 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -45417.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45421.816406 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -45421.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45421.816406 Penalty: 3020.166260
	Iteration 6F: 3 clusters Score -45421.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -31445.658203 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -31445.66 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 184 members 
Entering Unmasked Estep 
Score: -30347.414062 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -30347.41 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30879.470703 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -30879.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31109.283203 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -31109.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31281.951172 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -31281.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31350.962891 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -31350.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31420.632812 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -31420.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31538.050781 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -31538.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31563.798828 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -31563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31563.798828 Penalty: 2922.255371
	Iteration 8F: 3 clusters Score -31563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 145386 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316652 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 165 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65658 members 
Mstep: Class 20 contains 76542 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 43335 members 
Mstep: Class 29 contains 15170 members 
Mstep: Class 30 contains 197 members 
Entering Unmasked Estep 
Score: -92691512.000000 Penalty: 101310.343750
Splitting cluster 17 changes total score from -92693248.000000 to -92691512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -219945.890625 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -219945.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -217385.750000 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -217385.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -217811.328125 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -217811.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -217918.484375 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -217918.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -217977.718750 Penalty: 3746.949951
	Iteration 3Q: 3 clusters Score -217977.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -218012.078125 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -218012.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -218029.250000 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -218029.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -218047.312500 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -218047.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -218056.875000 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -218056.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -218065.781250 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -218065.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -218071.671875 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -218071.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -218078.921875 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -218078.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -218092.718750 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -218092.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -218101.093750 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -218101.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -218104.890625 Penalty: 3746.949951
	Iteration 13Q: 3 clusters Score -218104.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -218111.609375 Penalty: 3746.949951
	Iteration 14Q: 3 clusters Score -218111.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -218118.406250 Penalty: 3746.949951
	Iteration 15Q: 3 clusters Score -218118.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -218123.015625 Penalty: 3746.949951
	Iteration 16Q: 3 clusters Score -218123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -218126.609375 Penalty: 3746.949951
	Iteration 17Q: 3 clusters Score -218126.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -218132.203125 Penalty: 3746.949951
	Iteration 18Q: 3 clusters Score -218132.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -218137.125000 Penalty: 3746.949951
	Iteration 19Q: 3 clusters Score -218137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -218141.187500 Penalty: 3746.949951
	Iteration 20F: 3 clusters Score -218141.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -218144.515625 Penalty: 3746.949951
	Iteration 21Q: 3 clusters Score -218144.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -218145.250000 Penalty: 3746.949951
	Iteration 22Q: 3 clusters Score -218145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -218145.953125 Penalty: 3746.949951
	Iteration 23Q: 3 clusters Score -218146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -218146.953125 Penalty: 3746.949951
	Iteration 24Q: 3 clusters Score -218147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -218147.406250 Penalty: 3746.949951
	Iteration 25Q: 3 clusters Score -218147.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -218147.406250 Penalty: 3746.949951
	Iteration 26F: 3 clusters Score -218147.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Entering Unmasked Estep 
Score: -7614807.000000 Penalty: 2750.869141
	Iteration 0F: 2 clusters Score -7614807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -7570722.500000 Penalty: 5501.738281
	Iteration 0F: 3 clusters Score -7570722 nChanged 30752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -7588126.000000 Penalty: 5501.738281
	Iteration 1F: 3 clusters Score -7588126 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -7588691.000000 Penalty: 5501.738281
	Iteration 2Q: 3 clusters Score -7588691 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -7589191.000000 Penalty: 5501.738281
	Iteration 3Q: 3 clusters Score -7589191 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -7589624.000000 Penalty: 5501.738281
	Iteration 4Q: 3 clusters Score -7589624 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -7590049.000000 Penalty: 5501.738281
	Iteration 5Q: 3 clusters Score -7590049 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -7590467.000000 Penalty: 5501.738281
	Iteration 6Q: 3 clusters Score -7590467 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -7590897.500000 Penalty: 5501.738281
	Iteration 7Q: 3 clusters Score -7590898 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -7591411.000000 Penalty: 5501.738281
	Iteration 8Q: 3 clusters Score -7591411 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -7592188.500000 Penalty: 5501.738281
	Iteration 9Q: 3 clusters Score -7592188 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -7593252.000000 Penalty: 5501.738281
	Iteration 10Q: 3 clusters Score -7593252 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -7594816.500000 Penalty: 5501.738281
	Iteration 11Q: 3 clusters Score -7594816 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -7596869.000000 Penalty: 5501.738281
	Iteration 12F: 3 clusters Score -7596869 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -7599336.000000 Penalty: 5501.738281
	Iteration 13F: 3 clusters Score -7599336 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -7602010.000000 Penalty: 5501.738281
	Iteration 14F: 3 clusters Score -7602010 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -7604350.000000 Penalty: 5501.738281
	Iteration 15Q: 3 clusters Score -7604350 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -7606282.000000 Penalty: 5501.738281
	Iteration 16Q: 3 clusters Score -7606282 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -7607829.500000 Penalty: 5501.738281
	Iteration 17Q: 3 clusters Score -7607830 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -7609092.500000 Penalty: 5501.738281
	Iteration 18Q: 3 clusters Score -7609092 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -7610114.500000 Penalty: 5501.738281
	Iteration 19Q: 3 clusters Score -7610114 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7610848.500000 Penalty: 5501.738281
	Iteration 20F: 3 clusters Score -7610848 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7611390.500000 Penalty: 5501.738281
	Iteration 21Q: 3 clusters Score -7611390 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64666 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7611762.500000 Penalty: 5501.738281
	Iteration 22Q: 3 clusters Score -7611762 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64912 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7611982.500000 Penalty: 5501.738281
	Iteration 23Q: 3 clusters Score -7611982 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7612096.000000 Penalty: 5501.738281
	Iteration 24Q: 3 clusters Score -7612096 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7612187.000000 Penalty: 5501.738281
	Iteration 25Q: 3 clusters Score -7612187 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7612230.500000 Penalty: 5501.738281
	Iteration 26Q: 3 clusters Score -7612230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7612259.000000 Penalty: 5501.738281
	Iteration 27Q: 3 clusters Score -7612259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7612290.000000 Penalty: 5501.738281
	Iteration 28Q: 3 clusters Score -7612290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7612302.500000 Penalty: 5501.738281
	Iteration 29Q: 3 clusters Score -7612302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7612322.000000 Penalty: 5501.738281
	Iteration 30Q: 3 clusters Score -7612322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7612332.000000 Penalty: 5501.738281
	Iteration 31Q: 3 clusters Score -7612332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7612333.500000 Penalty: 5501.738281
	Iteration 32Q: 3 clusters Score -7612334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7612338.000000 Penalty: 5501.738281
	Iteration 33Q: 3 clusters Score -7612338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7612340.500000 Penalty: 5501.738281
	Iteration 34Q: 3 clusters Score -7612340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7612339.500000 Penalty: 5501.738281
	Iteration 35Q: 3 clusters Score -7612340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7612342.000000 Penalty: 5501.738281
	Iteration 36Q: 3 clusters Score -7612342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7612341.500000 Penalty: 5501.738281
	Iteration 37Q: 3 clusters Score -7612342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7612346.500000 Penalty: 5501.738281
	Iteration 38Q: 3 clusters Score -7612346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7612346.500000 Penalty: 5501.738281
	Iteration 39Q: 3 clusters Score -7612346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7612346.500000 Penalty: 5501.738281
	Iteration 40F: 3 clusters Score -7612346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (76542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76542 members 
Entering Unmasked Estep 
Score: -8905558.000000 Penalty: 2788.907471
	Iteration 0F: 2 clusters Score -8905558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -8854534.000000 Penalty: 5577.814941
	Iteration 0F: 3 clusters Score -8854534 nChanged 35885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -8874877.000000 Penalty: 5577.814941
	Iteration 1F: 3 clusters Score -8874877 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -8875786.000000 Penalty: 5577.814941
	Iteration 2Q: 3 clusters Score -8875786 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -8876912.000000 Penalty: 5577.814941
	Iteration 3Q: 3 clusters Score -8876912 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -8878424.000000 Penalty: 5577.814941
	Iteration 4Q: 3 clusters Score -8878424 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -8880945.000000 Penalty: 5577.814941
	Iteration 5F: 3 clusters Score -8880945 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -8884582.000000 Penalty: 5577.814941
	Iteration 6F: 3 clusters Score -8884582 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -8889500.000000 Penalty: 5577.814941
	Iteration 7F: 3 clusters Score -8889500 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -8894416.000000 Penalty: 5577.814941
	Iteration 8F: 3 clusters Score -8894416 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68582 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -8897847.000000 Penalty: 5577.814941
	Iteration 9Q: 3 clusters Score -8897847 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -8899868.000000 Penalty: 5577.814941
	Iteration 10Q: 3 clusters Score -8899868 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -8900985.000000 Penalty: 5577.814941
	Iteration 11Q: 3 clusters Score -8900985 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -8901684.000000 Penalty: 5577.814941
	Iteration 12Q: 3 clusters Score -8901684 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8902124.000000 Penalty: 5577.814941
	Iteration 13Q: 3 clusters Score -8902124 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8902426.000000 Penalty: 5577.814941
	Iteration 14Q: 3 clusters Score -8902426 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8902623.000000 Penalty: 5577.814941
	Iteration 15Q: 3 clusters Score -8902623 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8902768.000000 Penalty: 5577.814941
	Iteration 16Q: 3 clusters Score -8902768 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8902888.000000 Penalty: 5577.814941
	Iteration 17Q: 3 clusters Score -8902888 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75088 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8902969.000000 Penalty: 5577.814941
	Iteration 18Q: 3 clusters Score -8902969 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75197 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8903057.000000 Penalty: 5577.814941
	Iteration 19Q: 3 clusters Score -8903057 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8903081.000000 Penalty: 5577.814941
	Iteration 20F: 3 clusters Score -8903081 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8903128.000000 Penalty: 5577.814941
	Iteration 21Q: 3 clusters Score -8903128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75368 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8903143.000000 Penalty: 5577.814941
	Iteration 22Q: 3 clusters Score -8903143 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75400 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8903153.000000 Penalty: 5577.814941
	Iteration 23Q: 3 clusters Score -8903153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8903169.000000 Penalty: 5577.814941
	Iteration 24Q: 3 clusters Score -8903169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8903178.000000 Penalty: 5577.814941
	Iteration 25Q: 3 clusters Score -8903178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75478 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8903193.000000 Penalty: 5577.814941
	Iteration 26Q: 3 clusters Score -8903193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8903206.000000 Penalty: 5577.814941
	Iteration 27Q: 3 clusters Score -8903206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8903216.000000 Penalty: 5577.814941
	Iteration 28Q: 3 clusters Score -8903216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8903232.000000 Penalty: 5577.814941
	Iteration 29Q: 3 clusters Score -8903232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8903257.000000 Penalty: 5577.814941
	Iteration 30Q: 3 clusters Score -8903257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8903268.000000 Penalty: 5577.814941
	Iteration 31Q: 3 clusters Score -8903268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8903277.000000 Penalty: 5577.814941
	Iteration 32Q: 3 clusters Score -8903277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8903279.000000 Penalty: 5577.814941
	Iteration 33Q: 3 clusters Score -8903279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8903275.000000 Penalty: 5577.814941
	Iteration 34Q: 3 clusters Score -8903275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8903281.000000 Penalty: 5577.814941
	Iteration 35Q: 3 clusters Score -8903281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8903289.000000 Penalty: 5577.814941
	Iteration 36Q: 3 clusters Score -8903289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8903291.000000 Penalty: 5577.814941
	Iteration 37Q: 3 clusters Score -8903291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75611 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8903288.000000 Penalty: 5577.814941
	Iteration 38Q: 3 clusters Score -8903288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75613 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8903289.000000 Penalty: 5577.814941
	Iteration 39Q: 3 clusters Score -8903289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8903299.000000 Penalty: 5577.814941
	Iteration 40F: 3 clusters Score -8903299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8903291.000000 Penalty: 5577.814941
	Iteration 41Q: 3 clusters Score -8903291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8903298.000000 Penalty: 5577.814941
	Iteration 42Q: 3 clusters Score -8903298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8903313.000000 Penalty: 5577.814941
	Iteration 43Q: 3 clusters Score -8903313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75643 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8903311.000000 Penalty: 5577.814941
	Iteration 44Q: 3 clusters Score -8903311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8903309.000000 Penalty: 5577.814941
	Iteration 45Q: 3 clusters Score -8903309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8903313.000000 Penalty: 5577.814941
	Iteration 46Q: 3 clusters Score -8903313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8903309.000000 Penalty: 5577.814941
	Iteration 47Q: 3 clusters Score -8903309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8903312.000000 Penalty: 5577.814941
	Iteration 48Q: 3 clusters Score -8903312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8903313.000000 Penalty: 5577.814941
	Iteration 49Q: 3 clusters Score -8903313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8903315.000000 Penalty: 5577.814941
	Iteration 50Q: 3 clusters Score -8903315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8903318.000000 Penalty: 5577.814941
	Iteration 51Q: 3 clusters Score -8903318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8903325.000000 Penalty: 5577.814941
	Iteration 52Q: 3 clusters Score -8903325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8903325.000000 Penalty: 5577.814941
	Iteration 53Q: 3 clusters Score -8903325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8903325.000000 Penalty: 5577.814941
	Iteration 54F: 3 clusters Score -8903325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -197159.906250 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -197159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -194546.718750 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -194546.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -195023.140625 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -195023.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -195145.750000 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -195145.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -195207.765625 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -195207.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -195246.453125 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -195246.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -195274.781250 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -195274.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -195292.906250 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -195292.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -195311.296875 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -195311.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -195325.640625 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -195325.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -195334.484375 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -195334.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -195343.093750 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -195343.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -195351.671875 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -195351.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -195363.796875 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -195363.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -195371.359375 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -195371.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -195380.937500 Penalty: 3757.744385
	Iteration 14Q: 3 clusters Score -195380.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -195389.703125 Penalty: 3757.744385
	Iteration 15Q: 3 clusters Score -195389.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -195398.859375 Penalty: 3757.744385
	Iteration 16Q: 3 clusters Score -195398.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -195403.187500 Penalty: 3757.744385
	Iteration 17Q: 3 clusters Score -195403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -195408.437500 Penalty: 3757.744385
	Iteration 18Q: 3 clusters Score -195408.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -195409.171875 Penalty: 3757.744385
	Iteration 19Q: 3 clusters Score -195409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -195409.734375 Penalty: 3757.744385
	Iteration 20F: 3 clusters Score -195409.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -195410.984375 Penalty: 3757.744385
	Iteration 21Q: 3 clusters Score -195411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -195412.640625 Penalty: 3757.744385
	Iteration 22Q: 3 clusters Score -195412.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -195412.640625 Penalty: 3757.744385
	Iteration 23F: 3 clusters Score -195412.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -297957.125000 Penalty: 1948.175049
	Iteration 0F: 2 clusters Score -297957.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -294943.156250 Penalty: 3896.350098
	Iteration 0F: 3 clusters Score -294943.2 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -295515.218750 Penalty: 3896.350098
	Iteration 1F: 3 clusters Score -295515.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -295668.656250 Penalty: 3896.350098
	Iteration 2F: 3 clusters Score -295668.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -295740.187500 Penalty: 3896.350098
	Iteration 3Q: 3 clusters Score -295740.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -295804.250000 Penalty: 3896.350098
	Iteration 4Q: 3 clusters Score -295804.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -295838.625000 Penalty: 3896.350098
	Iteration 5Q: 3 clusters Score -295838.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -295866.718750 Penalty: 3896.350098
	Iteration 6Q: 3 clusters Score -295866.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -295892.187500 Penalty: 3896.350098
	Iteration 7Q: 3 clusters Score -295892.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -295909.687500 Penalty: 3896.350098
	Iteration 8Q: 3 clusters Score -295909.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -295927.656250 Penalty: 3896.350098
	Iteration 9Q: 3 clusters Score -295927.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -295943.000000 Penalty: 3896.350098
	Iteration 10Q: 3 clusters Score -295943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -295952.343750 Penalty: 3896.350098
	Iteration 11Q: 3 clusters Score -295952.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -295967.968750 Penalty: 3896.350098
	Iteration 12Q: 3 clusters Score -295968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -295982.718750 Penalty: 3896.350098
	Iteration 13Q: 3 clusters Score -295982.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -296000.250000 Penalty: 3896.350098
	Iteration 14Q: 3 clusters Score -296000.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -296012.906250 Penalty: 3896.350098
	Iteration 15Q: 3 clusters Score -296012.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -296020.218750 Penalty: 3896.350098
	Iteration 16Q: 3 clusters Score -296020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -296025.843750 Penalty: 3896.350098
	Iteration 17Q: 3 clusters Score -296025.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -296031.312500 Penalty: 3896.350098
	Iteration 18Q: 3 clusters Score -296031.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -296037.468750 Penalty: 3896.350098
	Iteration 19Q: 3 clusters Score -296037.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -296039.968750 Penalty: 3896.350098
	Iteration 20F: 3 clusters Score -296040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -296042.843750 Penalty: 3896.350098
	Iteration 21Q: 3 clusters Score -296042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -296047.281250 Penalty: 3896.350098
	Iteration 22Q: 3 clusters Score -296047.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -296051.406250 Penalty: 3896.350098
	Iteration 23Q: 3 clusters Score -296051.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -296054.500000 Penalty: 3896.350098
	Iteration 24Q: 3 clusters Score -296054.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -296055.812500 Penalty: 3896.350098
	Iteration 25Q: 3 clusters Score -296055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -296057.500000 Penalty: 3896.350098
	Iteration 26Q: 3 clusters Score -296057.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -296058.031250 Penalty: 3896.350098
	Iteration 27Q: 3 clusters Score -296058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -296058.031250 Penalty: 3896.350098
	Iteration 28F: 3 clusters Score -296058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -58201.585938 Penalty: 1582.270386
	Iteration 0F: 2 clusters Score -58201.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56632.132812 Penalty: 3164.540771
	Iteration 0F: 3 clusters Score -56632.13 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56929.128906 Penalty: 3164.540771
	Iteration 1F: 3 clusters Score -56929.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -57157.976562 Penalty: 3164.540771
	Iteration 2F: 3 clusters Score -57157.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -57350.988281 Penalty: 3164.540771
	Iteration 3F: 3 clusters Score -57350.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -57479.527344 Penalty: 3164.540771
	Iteration 4F: 3 clusters Score -57479.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -57583.964844 Penalty: 3164.540771
	Iteration 5F: 3 clusters Score -57583.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -57697.253906 Penalty: 3164.540771
	Iteration 6Q: 3 clusters Score -57697.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -57834.941406 Penalty: 3164.540771
	Iteration 7Q: 3 clusters Score -57834.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -58017.570312 Penalty: 3164.540771
	Iteration 8Q: 3 clusters Score -58017.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -58149.156250 Penalty: 3164.540771
	Iteration 9Q: 3 clusters Score -58149.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -58309.601562 Penalty: 3164.540771
	Iteration 10Q: 3 clusters Score -58309.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -58326.769531 Penalty: 3164.540771
	Iteration 11Q: 3 clusters Score -58326.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -58341.539062 Penalty: 3164.540771
	Iteration 12Q: 3 clusters Score -58341.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -58364.160156 Penalty: 3164.540771
	Iteration 13Q: 3 clusters Score -58364.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -58389.207031 Penalty: 3164.540771
	Iteration 14Q: 3 clusters Score -58389.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -58414.976562 Penalty: 3164.540771
	Iteration 15Q: 3 clusters Score -58414.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -58425.933594 Penalty: 3164.540771
	Iteration 16F: 3 clusters Score -58425.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -58492.820312 Penalty: 3164.540771
	Iteration 17Q: 3 clusters Score -58492.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -58728.609375 Penalty: 3164.540771
	Iteration 18Q: 3 clusters Score -58728.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -58918.921875 Penalty: 3164.540771
	Iteration 19Q: 3 clusters Score -58918.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -59046.507812 Penalty: 3164.540771
	Iteration 20F: 3 clusters Score -59046.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -59084.949219 Penalty: 3164.540771
	Iteration 21Q: 3 clusters Score -59084.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -59084.949219 Penalty: 3164.540771
	Iteration 22F: 3 clusters Score -59084.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 145386 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316652 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65658 members 
Mstep: Class 20 contains 76542 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 157 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 43335 members 
Mstep: Class 29 contains 15170 members 
Mstep: Class 30 contains 433 members 
Entering Unmasked Estep 
Score: -92692336.000000 Penalty: 101310.343750
Splitting cluster 23 changes total score from -92693248.000000 to -92692336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (34513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Entering Unmasked Estep 
Score: -4058716.500000 Penalty: 2591.374512
	Iteration 0F: 2 clusters Score -4058716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -4035183.250000 Penalty: 5182.749023
	Iteration 0F: 3 clusters Score -4035183 nChanged 15797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4043713.500000 Penalty: 5182.749023
	Iteration 1F: 3 clusters Score -4043714 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4044282.750000 Penalty: 5182.749023
	Iteration 2Q: 3 clusters Score -4044283 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -4044893.000000 Penalty: 5182.749023
	Iteration 3Q: 3 clusters Score -4044893 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4045569.750000 Penalty: 5182.749023
	Iteration 4Q: 3 clusters Score -4045570 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -4046390.000000 Penalty: 5182.749023
	Iteration 5Q: 3 clusters Score -4046390 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -4047407.750000 Penalty: 5182.749023
	Iteration 6F: 3 clusters Score -4047408 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -4048575.750000 Penalty: 5182.749023
	Iteration 7F: 3 clusters Score -4048576 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -4049899.000000 Penalty: 5182.749023
	Iteration 8F: 3 clusters Score -4049899 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4051214.500000 Penalty: 5182.749023
	Iteration 9F: 3 clusters Score -4051214 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -4052239.750000 Penalty: 5182.749023
	Iteration 10Q: 3 clusters Score -4052240 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -4052905.500000 Penalty: 5182.749023
	Iteration 11Q: 3 clusters Score -4052906 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -4053286.500000 Penalty: 5182.749023
	Iteration 12Q: 3 clusters Score -4053286 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -4053542.250000 Penalty: 5182.749023
	Iteration 13Q: 3 clusters Score -4053542 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -4053758.750000 Penalty: 5182.749023
	Iteration 14Q: 3 clusters Score -4053759 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -4053939.750000 Penalty: 5182.749023
	Iteration 15Q: 3 clusters Score -4053940 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -4054105.750000 Penalty: 5182.749023
	Iteration 16Q: 3 clusters Score -4054106 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -4054264.750000 Penalty: 5182.749023
	Iteration 17Q: 3 clusters Score -4054265 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -4054395.750000 Penalty: 5182.749023
	Iteration 18Q: 3 clusters Score -4054396 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -4054540.750000 Penalty: 5182.749023
	Iteration 19Q: 3 clusters Score -4054541 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -4054703.000000 Penalty: 5182.749023
	Iteration 20F: 3 clusters Score -4054703 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -4054848.750000 Penalty: 5182.749023
	Iteration 21Q: 3 clusters Score -4054849 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -4055030.000000 Penalty: 5182.749023
	Iteration 22Q: 3 clusters Score -4055030 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -4055182.750000 Penalty: 5182.749023
	Iteration 23Q: 3 clusters Score -4055183 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -4055371.500000 Penalty: 5182.749023
	Iteration 24Q: 3 clusters Score -4055372 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4055530.250000 Penalty: 5182.749023
	Iteration 25Q: 3 clusters Score -4055530 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -4055719.000000 Penalty: 5182.749023
	Iteration 26Q: 3 clusters Score -4055719 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4055894.250000 Penalty: 5182.749023
	Iteration 27Q: 3 clusters Score -4055894 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -4056054.000000 Penalty: 5182.749023
	Iteration 28Q: 3 clusters Score -4056054 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -4056221.000000 Penalty: 5182.749023
	Iteration 29Q: 3 clusters Score -4056221 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -4056355.500000 Penalty: 5182.749023
	Iteration 30Q: 3 clusters Score -4056356 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4056479.250000 Penalty: 5182.749023
	Iteration 31Q: 3 clusters Score -4056479 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -4056564.750000 Penalty: 5182.749023
	Iteration 32Q: 3 clusters Score -4056565 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -4056636.000000 Penalty: 5182.749023
	Iteration 33Q: 3 clusters Score -4056636 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4056681.250000 Penalty: 5182.749023
	Iteration 34Q: 3 clusters Score -4056681 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4056731.500000 Penalty: 5182.749023
	Iteration 35Q: 3 clusters Score -4056732 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -4056750.250000 Penalty: 5182.749023
	Iteration 36Q: 3 clusters Score -4056750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -4056763.750000 Penalty: 5182.749023
	Iteration 37Q: 3 clusters Score -4056764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -4056780.000000 Penalty: 5182.749023
	Iteration 38Q: 3 clusters Score -4056780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -4056790.750000 Penalty: 5182.749023
	Iteration 39Q: 3 clusters Score -4056791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -4056799.250000 Penalty: 5182.749023
	Iteration 40F: 3 clusters Score -4056799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -4056804.750000 Penalty: 5182.749023
	Iteration 41Q: 3 clusters Score -4056805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -4056808.250000 Penalty: 5182.749023
	Iteration 42Q: 3 clusters Score -4056808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -4056810.250000 Penalty: 5182.749023
	Iteration 43Q: 3 clusters Score -4056810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -4056825.250000 Penalty: 5182.749023
	Iteration 44Q: 3 clusters Score -4056825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4056821.000000 Penalty: 5182.749023
	Iteration 45Q: 3 clusters Score -4056821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -4056829.500000 Penalty: 5182.749023
	Iteration 46Q: 3 clusters Score -4056830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4056828.500000 Penalty: 5182.749023
	Iteration 47Q: 3 clusters Score -4056828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -4056832.750000 Penalty: 5182.749023
	Iteration 48Q: 3 clusters Score -4056833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -4056832.750000 Penalty: 5182.749023
	Iteration 49Q: 3 clusters Score -4056833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -4056834.500000 Penalty: 5182.749023
	Iteration 50Q: 3 clusters Score -4056834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -4056838.500000 Penalty: 5182.749023
	Iteration 51Q: 3 clusters Score -4056838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -4056837.000000 Penalty: 5182.749023
	Iteration 52Q: 3 clusters Score -4056837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -4056842.750000 Penalty: 5182.749023
	Iteration 53Q: 3 clusters Score -4056843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4056844.000000 Penalty: 5182.749023
	Iteration 54Q: 3 clusters Score -4056844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4056840.750000 Penalty: 5182.749023
	Iteration 55Q: 3 clusters Score -4056841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4056838.750000 Penalty: 5182.749023
	Iteration 56Q: 3 clusters Score -4056839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4056837.750000 Penalty: 5182.749023
	Iteration 57Q: 3 clusters Score -4056838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4056837.750000 Penalty: 5182.749023
	Iteration 58F: 3 clusters Score -4056838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -53287.160156 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -53287.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51744.281250 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -51744.28 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52048.171875 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -52048.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52255.160156 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -52255.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52358.089844 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -52358.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52467.777344 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -52467.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52550.210938 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -52550.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -52696.226562 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -52696.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52889.742188 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -52889.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52940.000000 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -52940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52976.156250 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -52976.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53005.273438 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -53005.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53024.531250 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -53024.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53066.867188 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -53066.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53161.820312 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -53161.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53327.773438 Penalty: 3125.189941
	Iteration 14Q: 3 clusters Score -53327.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53364.640625 Penalty: 3125.189941
	Iteration 15Q: 3 clusters Score -53364.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53387.976562 Penalty: 3125.189941
	Iteration 16Q: 3 clusters Score -53387.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53396.988281 Penalty: 3125.189941
	Iteration 17Q: 3 clusters Score -53396.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53398.796875 Penalty: 3125.189941
	Iteration 18Q: 3 clusters Score -53398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53398.796875 Penalty: 3125.189941
	Iteration 19F: 3 clusters Score -53398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13013 members 
Mstep: Class 10 contains 145386 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 316652 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 65658 members 
Mstep: Class 20 contains 76542 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 34513 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 43335 members 
Mstep: Class 29 contains 15170 members 
Mstep: Class 30 contains 265 members 
Entering Unmasked Estep 
Score: -92691568.000000 Penalty: 101310.343750
Splitting cluster 25 changes total score from -92693248.000000 to -92691568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -55012.972656 Penalty: 1551.901611
	Iteration 0F: 2 clusters Score -55012.97 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 272 members 
Entering Unmasked Estep 
Score: -53443.441406 Penalty: 3103.803223
	Iteration 0F: 3 clusters Score -53443.44 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53626.769531 Penalty: 3103.803223
	Iteration 1F: 3 clusters Score -53626.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53721.640625 Penalty: 3103.803223
	Iteration 2F: 3 clusters Score -53721.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53770.105469 Penalty: 3103.803223
	Iteration 3Q: 3 clusters Score -53770.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53799.113281 Penalty: 3103.803223
	Iteration 4Q: 3 clusters Score -53799.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53811.007812 Penalty: 3103.803223
	Iteration 5Q: 3 clusters Score -53811.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53821.125000 Penalty: 3103.803223
	Iteration 6Q: 3 clusters Score -53821.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53827.601562 Penalty: 3103.803223
	Iteration 7Q: 3 clusters Score -53827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53827.601562 Penalty: 3103.803223
	Iteration 8F: 3 clusters Score -53827.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Entering Unmasked Estep 
Score: -1959305.375000 Penalty: 2411.508057
	Iteration 0F: 2 clusters Score -1959305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1947371.500000 Penalty: 4823.016113
	Iteration 0F: 3 clusters Score -1947372 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1951067.000000 Penalty: 4823.016113
	Iteration 1F: 3 clusters Score -1951067 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1951424.250000 Penalty: 4823.016113
	Iteration 2F: 3 clusters Score -1951424 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1951685.875000 Penalty: 4823.016113
	Iteration 3Q: 3 clusters Score -1951686 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1951921.000000 Penalty: 4823.016113
	Iteration 4Q: 3 clusters Score -1951921 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1952091.500000 Penalty: 4823.016113
	Iteration 5Q: 3 clusters Score -1952092 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1952251.250000 Penalty: 4823.016113
	Iteration 6Q: 3 clusters Score -1952251 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1952390.375000 Penalty: 4823.016113
	Iteration 7Q: 3 clusters Score -1952390 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1952554.250000 Penalty: 4823.016113
	Iteration 8Q: 3 clusters Score -1952554 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1952747.875000 Penalty: 4823.016113
	Iteration 9Q: 3 clusters Score -1952748 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1953015.625000 Penalty: 4823.016113
	Iteration 10Q: 3 clusters Score -1953016 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1953295.375000 Penalty: 4823.016113
	Iteration 11Q: 3 clusters Score -1953295 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1953604.125000 Penalty: 4823.016113
	Iteration 12Q: 3 clusters Score -1953604 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1954029.875000 Penalty: 4823.016113
	Iteration 13Q: 3 clusters Score -1954030 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1954441.375000 Penalty: 4823.016113
	Iteration 14Q: 3 clusters Score -1954441 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1954857.500000 Penalty: 4823.016113
	Iteration 15Q: 3 clusters Score -1954858 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1955260.500000 Penalty: 4823.016113
	Iteration 16Q: 3 clusters Score -1955260 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1955602.000000 Penalty: 4823.016113
	Iteration 17Q: 3 clusters Score -1955602 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1955869.125000 Penalty: 4823.016113
	Iteration 18Q: 3 clusters Score -1955869 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1956104.875000 Penalty: 4823.016113
	Iteration 19Q: 3 clusters Score -1956105 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1956302.750000 Penalty: 4823.016113
	Iteration 20F: 3 clusters Score -1956303 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1956456.750000 Penalty: 4823.016113
	Iteration 21Q: 3 clusters Score -1956457 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1956584.250000 Penalty: 4823.016113
	Iteration 22Q: 3 clusters Score -1956584 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1956660.125000 Penalty: 4823.016113
	Iteration 23Q: 3 clusters Score -1956660 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1956736.375000 Penalty: 4823.016113
	Iteration 24Q: 3 clusters Score -1956736 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1956809.250000 Penalty: 4823.016113
	Iteration 25Q: 3 clusters Score -1956809 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1956879.375000 Penalty: 4823.016113
	Iteration 26Q: 3 clusters Score -1956879 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1956936.000000 Penalty: 4823.016113
	Iteration 27Q: 3 clusters Score -1956936 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1956987.000000 Penalty: 4823.016113
	Iteration 28Q: 3 clusters Score -1956987 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1957029.125000 Penalty: 4823.016113
	Iteration 29Q: 3 clusters Score -1957029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1957056.875000 Penalty: 4823.016113
	Iteration 30Q: 3 clusters Score -1957057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1957089.500000 Penalty: 4823.016113
	Iteration 31Q: 3 clusters Score -1957090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1957125.250000 Penalty: 4823.016113
	Iteration 32Q: 3 clusters Score -1957125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1957148.750000 Penalty: 4823.016113
	Iteration 33Q: 3 clusters Score -1957149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1957166.125000 Penalty: 4823.016113
	Iteration 34Q: 3 clusters Score -1957166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1957181.375000 Penalty: 4823.016113
	Iteration 35Q: 3 clusters Score -1957181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1957193.750000 Penalty: 4823.016113
	Iteration 36Q: 3 clusters Score -1957194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1957202.250000 Penalty: 4823.016113
	Iteration 37Q: 3 clusters Score -1957202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1957215.125000 Penalty: 4823.016113
	Iteration 38Q: 3 clusters Score -1957215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1957224.125000 Penalty: 4823.016113
	Iteration 39Q: 3 clusters Score -1957224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1957227.125000 Penalty: 4823.016113
	Iteration 40F: 3 clusters Score -1957227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1957229.500000 Penalty: 4823.016113
	Iteration 41Q: 3 clusters Score -1957230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1957229.875000 Penalty: 4823.016113
	Iteration 42Q: 3 clusters Score -1957230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1957230.875000 Penalty: 4823.016113
	Iteration 43Q: 3 clusters Score -1957231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1957232.875000 Penalty: 4823.016113
	Iteration 44Q: 3 clusters Score -1957233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1957237.250000 Penalty: 4823.016113
	Iteration 45Q: 3 clusters Score -1957237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1957237.750000 Penalty: 4823.016113
	Iteration 46Q: 3 clusters Score -1957238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1957243.500000 Penalty: 4823.016113
	Iteration 47Q: 3 clusters Score -1957244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1957244.875000 Penalty: 4823.016113
	Iteration 48Q: 3 clusters Score -1957245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1957247.625000 Penalty: 4823.016113
	Iteration 49Q: 3 clusters Score -1957248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1957248.250000 Penalty: 4823.016113
	Iteration 50Q: 3 clusters Score -1957248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1957248.625000 Penalty: 4823.016113
	Iteration 51Q: 3 clusters Score -1957249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1957249.125000 Penalty: 4823.016113
	Iteration 52Q: 3 clusters Score -1957249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1957250.625000 Penalty: 4823.016113
	Iteration 53Q: 3 clusters Score -1957251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1957250.625000 Penalty: 4823.016113
	Iteration 54F: 3 clusters Score -1957251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (43335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Entering Unmasked Estep 
Score: -4899919.000000 Penalty: 2647.825439
	Iteration 0F: 2 clusters Score -4899919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -4870733.500000 Penalty: 5295.650879
	Iteration 0F: 3 clusters Score -4870734 nChanged 19786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -4881422.500000 Penalty: 5295.650879
	Iteration 1F: 3 clusters Score -4881422 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -4881924.000000 Penalty: 5295.650879
	Iteration 2Q: 3 clusters Score -4881924 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -4882321.000000 Penalty: 5295.650879
	Iteration 3Q: 3 clusters Score -4882321 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -4882694.000000 Penalty: 5295.650879
	Iteration 4Q: 3 clusters Score -4882694 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -4883078.000000 Penalty: 5295.650879
	Iteration 5Q: 3 clusters Score -4883078 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4883534.000000 Penalty: 5295.650879
	Iteration 6Q: 3 clusters Score -4883534 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -4884168.000000 Penalty: 5295.650879
	Iteration 7Q: 3 clusters Score -4884168 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -4885068.500000 Penalty: 5295.650879
	Iteration 8Q: 3 clusters Score -4885068 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -4886581.500000 Penalty: 5295.650879
	Iteration 9F: 3 clusters Score -4886582 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -4888778.000000 Penalty: 5295.650879
	Iteration 10F: 3 clusters Score -4888778 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -4891555.000000 Penalty: 5295.650879
	Iteration 11F: 3 clusters Score -4891555 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -4894263.000000 Penalty: 5295.650879
	Iteration 12F: 3 clusters Score -4894263 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4896101.000000 Penalty: 5295.650879
	Iteration 13Q: 3 clusters Score -4896101 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4897010.500000 Penalty: 5295.650879
	Iteration 14Q: 3 clusters Score -4897010 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4897400.000000 Penalty: 5295.650879
	Iteration 15Q: 3 clusters Score -4897400 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4897563.000000 Penalty: 5295.650879
	Iteration 16Q: 3 clusters Score -4897563 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4897648.000000 Penalty: 5295.650879
	Iteration 17Q: 3 clusters Score -4897648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4897697.500000 Penalty: 5295.650879
	Iteration 18Q: 3 clusters Score -4897698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4897732.000000 Penalty: 5295.650879
	Iteration 19Q: 3 clusters Score -4897732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4897764.000000 Penalty: 5295.650879
	Iteration 20F: 3 clusters Score -4897764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4897764.500000 Penalty: 5295.650879
	Iteration 21Q: 3 clusters Score -4897764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4897775.000000 Penalty: 5295.650879
	Iteration 22Q: 3 clusters Score -4897775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4897784.000000 Penalty: 5295.650879
	Iteration 23Q: 3 clusters Score -4897784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4897784.500000 Penalty: 5295.650879
	Iteration 24Q: 3 clusters Score -4897784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4897784.500000 Penalty: 5295.650879
	Iteration 25F: 3 clusters Score -4897784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Entering Unmasked Estep 
Score: -1782283.500000 Penalty: 2387.514648
	Iteration 0F: 2 clusters Score -1782284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1771295.375000 Penalty: 4775.029297
	Iteration 0F: 3 clusters Score -1771295 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1774830.250000 Penalty: 4775.029297
	Iteration 1F: 3 clusters Score -1774830 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1775252.750000 Penalty: 4775.029297
	Iteration 2F: 3 clusters Score -1775253 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1775641.125000 Penalty: 4775.029297
	Iteration 3F: 3 clusters Score -1775641 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1776014.875000 Penalty: 4775.029297
	Iteration 4Q: 3 clusters Score -1776015 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1776434.750000 Penalty: 4775.029297
	Iteration 5Q: 3 clusters Score -1776435 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1776964.125000 Penalty: 4775.029297
	Iteration 6F: 3 clusters Score -1776964 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1777582.000000 Penalty: 4775.029297
	Iteration 7F: 3 clusters Score -1777582 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1778213.500000 Penalty: 4775.029297
	Iteration 8F: 3 clusters Score -1778214 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1778766.125000 Penalty: 4775.029297
	Iteration 9Q: 3 clusters Score -1778766 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1779188.125000 Penalty: 4775.029297
	Iteration 10Q: 3 clusters Score -1779188 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1779448.500000 Penalty: 4775.029297
	Iteration 11Q: 3 clusters Score -1779448 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1779627.500000 Penalty: 4775.029297
	Iteration 12Q: 3 clusters Score -1779628 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1779744.500000 Penalty: 4775.029297
	Iteration 13Q: 3 clusters Score -1779744 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1779838.875000 Penalty: 4775.029297
	Iteration 14Q: 3 clusters Score -1779839 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1779908.000000 Penalty: 4775.029297
	Iteration 15Q: 3 clusters Score -1779908 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1779946.875000 Penalty: 4775.029297
	Iteration 16Q: 3 clusters Score -1779947 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1779988.875000 Penalty: 4775.029297
	Iteration 17Q: 3 clusters Score -1779989 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1780020.625000 Penalty: 4775.029297
	Iteration 18Q: 3 clusters Score -1780021 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1780044.500000 Penalty: 4775.029297
	Iteration 19Q: 3 clusters Score -1780044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1780063.750000 Penalty: 4775.029297
	Iteration 20F: 3 clusters Score -1780064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1780088.000000 Penalty: 4775.029297
	Iteration 21Q: 3 clusters Score -1780088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1780108.125000 Penalty: 4775.029297
	Iteration 22Q: 3 clusters Score -1780108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1780117.500000 Penalty: 4775.029297
	Iteration 23Q: 3 clusters Score -1780118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1780132.250000 Penalty: 4775.029297
	Iteration 24Q: 3 clusters Score -1780132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1780145.625000 Penalty: 4775.029297
	Iteration 25Q: 3 clusters Score -1780146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1780156.625000 Penalty: 4775.029297
	Iteration 26Q: 3 clusters Score -1780157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1780164.750000 Penalty: 4775.029297
	Iteration 27Q: 3 clusters Score -1780165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1780170.375000 Penalty: 4775.029297
	Iteration 28Q: 3 clusters Score -1780170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1780180.625000 Penalty: 4775.029297
	Iteration 29Q: 3 clusters Score -1780181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1780189.375000 Penalty: 4775.029297
	Iteration 30Q: 3 clusters Score -1780189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1780193.750000 Penalty: 4775.029297
	Iteration 31Q: 3 clusters Score -1780194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1780203.375000 Penalty: 4775.029297
	Iteration 32Q: 3 clusters Score -1780203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1780212.625000 Penalty: 4775.029297
	Iteration 33Q: 3 clusters Score -1780213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1780217.250000 Penalty: 4775.029297
	Iteration 34Q: 3 clusters Score -1780217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1780218.625000 Penalty: 4775.029297
	Iteration 35Q: 3 clusters Score -1780219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1780223.625000 Penalty: 4775.029297
	Iteration 36Q: 3 clusters Score -1780224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1780231.125000 Penalty: 4775.029297
	Iteration 37Q: 3 clusters Score -1780231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1780236.250000 Penalty: 4775.029297
	Iteration 38Q: 3 clusters Score -1780236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1780239.500000 Penalty: 4775.029297
	Iteration 39Q: 3 clusters Score -1780240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1780245.750000 Penalty: 4775.029297
	Iteration 40F: 3 clusters Score -1780246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1780251.625000 Penalty: 4775.029297
	Iteration 41Q: 3 clusters Score -1780252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1780252.750000 Penalty: 4775.029297
	Iteration 42Q: 3 clusters Score -1780253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1780252.375000 Penalty: 4775.029297
	Iteration 43Q: 3 clusters Score -1780252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1780257.000000 Penalty: 4775.029297
	Iteration 44Q: 3 clusters Score -1780257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1780260.750000 Penalty: 4775.029297
	Iteration 45Q: 3 clusters Score -1780261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1780264.625000 Penalty: 4775.029297
	Iteration 46Q: 3 clusters Score -1780265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1780264.625000 Penalty: 4775.029297
	Iteration 47F: 3 clusters Score -1780265 nChanged 0
--- Evaluating fit on full set of 2459808 points ---
Entering Unmasked Estep 
Score: -277131136.000000 Penalty: 105834.554688
20->30 Clusters: Score -277131136.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 819936 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 40742 members 
Mstep: Class 3 contains 40917 members 
Mstep: Class 4 contains 40676 members 
Mstep: Class 5 contains 40656 members 
Mstep: Class 6 contains 41189 members 
Mstep: Class 7 contains 41305 members 
Mstep: Class 8 contains 41258 members 
Mstep: Class 9 contains 41173 members 
Mstep: Class 10 contains 40823 members 
Mstep: Class 11 contains 40772 members 
Mstep: Class 12 contains 41132 members 
Mstep: Class 13 contains 41070 members 
Mstep: Class 14 contains 41141 members 
Mstep: Class 15 contains 41179 members 
Mstep: Class 16 contains 41115 members 
Mstep: Class 17 contains 40997 members 
Mstep: Class 18 contains 40789 members 
Mstep: Class 19 contains 40576 members 
Mstep: Class 20 contains 41084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 130.183411 but Gain 3377.007812
Score: -87632832.000000 Penalty: 64163.218750
Iteration 0F: 20 clusters Score -8.763283e+07 nChanged 775829
Entering Unmasked Mstep 
Mstep: Class 0 contains 4131 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 96282 members 
Mstep: Class 3 contains 100023 members 
Mstep: Class 4 contains 26967 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 21124 members 
Mstep: Class 7 contains 19140 members 
Mstep: Class 8 contains 10930 members 
Mstep: Class 9 contains 6360 members 
Mstep: Class 10 contains 27973 members 
Mstep: Class 11 contains 3640 members 
Mstep: Class 12 contains 55482 members 
Mstep: Class 14 contains 18351 members 
Mstep: Class 15 contains 7427 members 
Mstep: Class 16 contains 32430 members 
Mstep: Class 17 contains 8281 members 
Mstep: Class 18 contains 23119 members 
Mstep: Class 19 contains 190197 members 
Mstep: Class 20 contains 158011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3042.410889 but Gain 3377.011719
Score: -91273264.000000 Penalty: 60786.207031
Iteration 1F: 19 clusters Score -9.127326e+07 nChanged 267776
Entering Unmasked Mstep 
Mstep: Class 0 contains 3590 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 107261 members 
Mstep: Class 3 contains 65805 members 
Mstep: Class 4 contains 18473 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 12670 members 
Mstep: Class 7 contains 15518 members 
Mstep: Class 8 contains 6878 members 
Mstep: Class 9 contains 2366 members 
Mstep: Class 10 contains 17390 members 
Mstep: Class 11 contains 3409 members 
Mstep: Class 12 contains 48510 members 
Mstep: Class 14 contains 17136 members 
Mstep: Class 16 contains 30322 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 18 contains 14588 members 
Mstep: Class 19 contains 244757 members 
Mstep: Class 20 contains 201469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1671.535400 but Gain 3377.011719
Score: -91761328.000000 Penalty: 57409.195312
Iteration 2F: 18 clusters Score -9.176133e+07 nChanged 180806
Entering Unmasked Mstep 
Mstep: Class 0 contains 3164 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 128886 members 
Mstep: Class 3 contains 34383 members 
Mstep: Class 4 contains 11882 members 
Mstep: Class 5 contains 2905 members 
Mstep: Class 6 contains 11281 members 
Mstep: Class 7 contains 16454 members 
Mstep: Class 8 contains 5071 members 
Mstep: Class 9 contains 795 members 
Mstep: Class 10 contains 14114 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 36819 members 
Mstep: Class 14 contains 14064 members 
Mstep: Class 16 contains 24908 members 
Mstep: Class 18 contains 8642 members 
Mstep: Class 19 contains 273572 members 
Mstep: Class 20 contains 225142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92045432.000000 Penalty: 57409.195312
Iteration 3F: 18 clusters Score -9.204543e+07 nChanged 122641
Entering Unmasked Mstep 
Mstep: Class 0 contains 2112 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 139977 members 
Mstep: Class 3 contains 18457 members 
Mstep: Class 4 contains 8180 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 10560 members 
Mstep: Class 7 contains 20802 members 
Mstep: Class 8 contains 4161 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 15008 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 25250 members 
Mstep: Class 14 contains 11993 members 
Mstep: Class 16 contains 20473 members 
Mstep: Class 18 contains 5933 members 
Mstep: Class 19 contains 285829 members 
Mstep: Class 20 contains 235943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92252224.000000 Penalty: 57409.195312
Iteration 4F: 18 clusters Score -9.225222e+07 nChanged 92096
Entering Unmasked Mstep 
Mstep: Class 0 contains 1432 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 144416 members 
Mstep: Class 3 contains 14213 members 
Mstep: Class 4 contains 6496 members 
Mstep: Class 5 contains 3255 members 
Mstep: Class 6 contains 8912 members 
Mstep: Class 7 contains 25996 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 1243 members 
Mstep: Class 10 contains 16410 members 
Mstep: Class 11 contains 9248 members 
Mstep: Class 12 contains 16590 members 
Mstep: Class 14 contains 11516 members 
Mstep: Class 16 contains 18076 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 291824 members 
Mstep: Class 20 contains 237533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92352744.000000 Penalty: 57409.195312
Iteration 5F: 18 clusters Score -9.235274e+07 nChanged 76708
Entering Unmasked Mstep 
Mstep: Class 0 contains 1264 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 146220 members 
Mstep: Class 3 contains 13366 members 
Mstep: Class 4 contains 5990 members 
Mstep: Class 5 contains 2639 members 
Mstep: Class 6 contains 7337 members 
Mstep: Class 7 contains 31826 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 17282 members 
Mstep: Class 11 contains 9922 members 
Mstep: Class 12 contains 11086 members 
Mstep: Class 14 contains 11702 members 
Mstep: Class 16 contains 17380 members 
Mstep: Class 18 contains 3078 members 
Mstep: Class 19 contains 295161 members 
Mstep: Class 20 contains 234764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3111.907715 but Gain 3377.011719
Score: -92417040.000000 Penalty: 54032.183594
Iteration 6F: 17 clusters Score -9.241704e+07 nChanged 68901
Entering Unmasked Mstep 
Mstep: Class 0 contains 1194 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 146446 members 
Mstep: Class 3 contains 13818 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 38791 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 1429 members 
Mstep: Class 10 contains 18148 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 7741 members 
Mstep: Class 14 contains 11801 members 
Mstep: Class 16 contains 17774 members 
Mstep: Class 19 contains 297173 members 
Mstep: Class 20 contains 231720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92469808.000000 Penalty: 54032.183594
Iteration 7F: 17 clusters Score -9.246981e+07 nChanged 57924
Entering Unmasked Mstep 
Mstep: Class 0 contains 1179 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 145700 members 
Mstep: Class 3 contains 14214 members 
Mstep: Class 4 contains 5846 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 44906 members 
Mstep: Class 8 contains 3172 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 18531 members 
Mstep: Class 11 contains 8167 members 
Mstep: Class 12 contains 5746 members 
Mstep: Class 14 contains 11748 members 
Mstep: Class 16 contains 18670 members 
Mstep: Class 19 contains 297475 members 
Mstep: Class 20 contains 228726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92506008.000000 Penalty: 54032.183594
Iteration 8F: 17 clusters Score -9.250601e+07 nChanged 48553
Entering Unmasked Mstep 
Mstep: Class 0 contains 1180 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 144842 members 
Mstep: Class 3 contains 14424 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 50822 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 1446 members 
Mstep: Class 10 contains 18836 members 
Mstep: Class 11 contains 6986 members 
Mstep: Class 12 contains 4565 members 
Mstep: Class 14 contains 11605 members 
Mstep: Class 16 contains 19625 members 
Mstep: Class 19 contains 296806 members 
Mstep: Class 20 contains 226409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92532944.000000 Penalty: 54032.183594
Iteration 9F: 17 clusters Score -9.253294e+07 nChanged 38654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1180 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 144283 members 
Mstep: Class 3 contains 14361 members 
Mstep: Class 4 contains 5306 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 1973 members 
Mstep: Class 7 contains 56283 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 1446 members 
Mstep: Class 10 contains 18964 members 
Mstep: Class 11 contains 6112 members 
Mstep: Class 12 contains 3842 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 16 contains 20279 members 
Mstep: Class 19 contains 295345 members 
Mstep: Class 20 contains 224553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92551840.000000 Penalty: 54032.183594
Iteration 10Q: 17 clusters Score -9.255184e+07 nChanged 30030
Entering Unmasked Mstep 
Mstep: Class 0 contains 1180 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 144343 members 
Mstep: Class 3 contains 14122 members 
Mstep: Class 4 contains 5217 members 
Mstep: Class 5 contains 1394 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 61249 members 
Mstep: Class 8 contains 2490 members 
Mstep: Class 9 contains 1446 members 
Mstep: Class 10 contains 19080 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 3426 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 16 contains 20250 members 
Mstep: Class 19 contains 293502 members 
Mstep: Class 20 contains 222615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92563880.000000 Penalty: 54032.183594
Iteration 11Q: 17 clusters Score -9.256388e+07 nChanged 23335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1180 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 144759 members 
Mstep: Class 3 contains 13865 members 
Mstep: Class 4 contains 5173 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 65464 members 
Mstep: Class 8 contains 2409 members 
Mstep: Class 9 contains 1447 members 
Mstep: Class 10 contains 19159 members 
Mstep: Class 11 contains 5261 members 
Mstep: Class 12 contains 3154 members 
Mstep: Class 14 contains 11405 members 
Mstep: Class 16 contains 19835 members 
Mstep: Class 19 contains 291295 members 
Mstep: Class 20 contains 220896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92572288.000000 Penalty: 54032.183594
Iteration 12Q: 17 clusters Score -9.257229e+07 nChanged 18865
Entering Unmasked Mstep 
Mstep: Class 0 contains 1180 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 145536 members 
Mstep: Class 3 contains 13657 members 
Mstep: Class 4 contains 5155 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 1206 members 
Mstep: Class 7 contains 68997 members 
Mstep: Class 8 contains 2348 members 
Mstep: Class 9 contains 1447 members 
Mstep: Class 10 contains 19165 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 3000 members 
Mstep: Class 14 contains 11371 members 
Mstep: Class 16 contains 19255 members 
Mstep: Class 19 contains 289218 members 
Mstep: Class 20 contains 219215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92578080.000000 Penalty: 54032.183594
Iteration 13Q: 17 clusters Score -9.257808e+07 nChanged 15670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1181 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 146566 members 
Mstep: Class 3 contains 13479 members 
Mstep: Class 4 contains 5137 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 71977 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 1448 members 
Mstep: Class 10 contains 19172 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 2939 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 16 contains 18588 members 
Mstep: Class 19 contains 287349 members 
Mstep: Class 20 contains 217505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92582520.000000 Penalty: 54032.183594
Iteration 14Q: 17 clusters Score -9.258252e+07 nChanged 13810
Entering Unmasked Mstep 
Mstep: Class 0 contains 1181 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 147917 members 
Mstep: Class 3 contains 13367 members 
Mstep: Class 4 contains 5118 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 74478 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 19162 members 
Mstep: Class 11 contains 5103 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 14 contains 11300 members 
Mstep: Class 16 contains 17929 members 
Mstep: Class 19 contains 285852 members 
Mstep: Class 20 contains 215402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92585448.000000 Penalty: 54032.183594
Iteration 15Q: 17 clusters Score -9.258545e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 1181 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 149655 members 
Mstep: Class 3 contains 13288 members 
Mstep: Class 4 contains 5107 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 76657 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 1451 members 
Mstep: Class 10 contains 19191 members 
Mstep: Class 11 contains 5132 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 14 contains 11266 members 
Mstep: Class 16 contains 17309 members 
Mstep: Class 19 contains 284515 members 
Mstep: Class 20 contains 212950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92588016.000000 Penalty: 54032.183594
Iteration 16Q: 17 clusters Score -9.258802e+07 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 151780 members 
Mstep: Class 3 contains 13239 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 78433 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 1451 members 
Mstep: Class 10 contains 19217 members 
Mstep: Class 11 contains 5189 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 14 contains 11239 members 
Mstep: Class 16 contains 16681 members 
Mstep: Class 19 contains 283070 members 
Mstep: Class 20 contains 210537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92590264.000000 Penalty: 54032.183594
Iteration 17Q: 17 clusters Score -9.259026e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 154194 members 
Mstep: Class 3 contains 13186 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 79833 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 19233 members 
Mstep: Class 11 contains 5256 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 14 contains 11194 members 
Mstep: Class 16 contains 16051 members 
Mstep: Class 19 contains 281649 members 
Mstep: Class 20 contains 208172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92591752.000000 Penalty: 54032.183594
Iteration 18Q: 17 clusters Score -9.259175e+07 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 156864 members 
Mstep: Class 3 contains 13129 members 
Mstep: Class 4 contains 5090 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 1202 members 
Mstep: Class 7 contains 81000 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 1454 members 
Mstep: Class 10 contains 19245 members 
Mstep: Class 11 contains 5361 members 
Mstep: Class 12 contains 3150 members 
Mstep: Class 14 contains 11157 members 
Mstep: Class 16 contains 15373 members 
Mstep: Class 19 contains 279921 members 
Mstep: Class 20 contains 206080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92593224.000000 Penalty: 54032.183594
Iteration 19Q: 17 clusters Score -9.259322e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 159799 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 5086 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 1201 members 
Mstep: Class 7 contains 81908 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 19269 members 
Mstep: Class 11 contains 5463 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 14 contains 11116 members 
Mstep: Class 16 contains 14652 members 
Mstep: Class 19 contains 277884 members 
Mstep: Class 20 contains 204136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92595456.000000 Penalty: 54032.183594
Iteration 20F: 17 clusters Score -9.259546e+07 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1181 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 163249 members 
Mstep: Class 3 contains 13007 members 
Mstep: Class 4 contains 5079 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 1318 members 
Mstep: Class 7 contains 82589 members 
Mstep: Class 8 contains 2315 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 19284 members 
Mstep: Class 11 contains 5577 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 14 contains 11086 members 
Mstep: Class 16 contains 13966 members 
Mstep: Class 19 contains 275262 members 
Mstep: Class 20 contains 202369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92598304.000000 Penalty: 54032.183594
Iteration 21Q: 17 clusters Score -9.25983e+07 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 167088 members 
Mstep: Class 3 contains 12959 members 
Mstep: Class 4 contains 5071 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 83070 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 1466 members 
Mstep: Class 10 contains 19293 members 
Mstep: Class 11 contains 5690 members 
Mstep: Class 12 contains 3910 members 
Mstep: Class 14 contains 11067 members 
Mstep: Class 16 contains 13387 members 
Mstep: Class 19 contains 272030 members 
Mstep: Class 20 contains 200693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92601160.000000 Penalty: 54032.183594
Iteration 22Q: 17 clusters Score -9.260116e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 171226 members 
Mstep: Class 3 contains 12946 members 
Mstep: Class 4 contains 5068 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 83469 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 19283 members 
Mstep: Class 11 contains 5810 members 
Mstep: Class 12 contains 4335 members 
Mstep: Class 14 contains 11041 members 
Mstep: Class 16 contains 12983 members 
Mstep: Class 19 contains 268423 members 
Mstep: Class 20 contains 198883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92604008.000000 Penalty: 54032.183594
Iteration 23Q: 17 clusters Score -9.260401e+07 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 175654 members 
Mstep: Class 3 contains 12963 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 83726 members 
Mstep: Class 8 contains 2354 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 19293 members 
Mstep: Class 11 contains 5909 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 14 contains 11025 members 
Mstep: Class 16 contains 12708 members 
Mstep: Class 19 contains 264530 members 
Mstep: Class 20 contains 196956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92606288.000000 Penalty: 54032.183594
Iteration 24Q: 17 clusters Score -9.260629e+07 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 180420 members 
Mstep: Class 3 contains 12963 members 
Mstep: Class 4 contains 5056 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 83875 members 
Mstep: Class 8 contains 2366 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 19326 members 
Mstep: Class 11 contains 5970 members 
Mstep: Class 12 contains 5502 members 
Mstep: Class 14 contains 10992 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 19 contains 260480 members 
Mstep: Class 20 contains 194790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92608592.000000 Penalty: 54032.183594
Iteration 25Q: 17 clusters Score -9.260859e+07 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 185483 members 
Mstep: Class 3 contains 12963 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 1751 members 
Mstep: Class 7 contains 83872 members 
Mstep: Class 8 contains 2374 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 19373 members 
Mstep: Class 11 contains 6032 members 
Mstep: Class 12 contains 6356 members 
Mstep: Class 14 contains 10971 members 
Mstep: Class 16 contains 12374 members 
Mstep: Class 19 contains 256229 members 
Mstep: Class 20 contains 192371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92611048.000000 Penalty: 54032.183594
Iteration 26Q: 17 clusters Score -9.261105e+07 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 190871 members 
Mstep: Class 3 contains 12949 members 
Mstep: Class 4 contains 5045 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 83745 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 19405 members 
Mstep: Class 11 contains 6056 members 
Mstep: Class 12 contains 7327 members 
Mstep: Class 14 contains 10947 members 
Mstep: Class 16 contains 12251 members 
Mstep: Class 19 contains 252051 members 
Mstep: Class 20 contains 189621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92613432.000000 Penalty: 54032.183594
Iteration 27Q: 17 clusters Score -9.261343e+07 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 196678 members 
Mstep: Class 3 contains 12943 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 83514 members 
Mstep: Class 8 contains 2383 members 
Mstep: Class 9 contains 1469 members 
Mstep: Class 10 contains 19423 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 8341 members 
Mstep: Class 14 contains 10929 members 
Mstep: Class 16 contains 12090 members 
Mstep: Class 19 contains 247756 members 
Mstep: Class 20 contains 186609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92616704.000000 Penalty: 54032.183594
Iteration 28Q: 17 clusters Score -9.26167e+07 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 202857 members 
Mstep: Class 3 contains 12957 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 83163 members 
Mstep: Class 8 contains 2391 members 
Mstep: Class 9 contains 1470 members 
Mstep: Class 10 contains 19460 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 9336 members 
Mstep: Class 14 contains 10910 members 
Mstep: Class 16 contains 11911 members 
Mstep: Class 19 contains 243351 members 
Mstep: Class 20 contains 183427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92619216.000000 Penalty: 54032.183594
Iteration 29Q: 17 clusters Score -9.261922e+07 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 209363 members 
Mstep: Class 3 contains 12963 members 
Mstep: Class 4 contains 5018 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 1810 members 
Mstep: Class 7 contains 82771 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 19500 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 10263 members 
Mstep: Class 14 contains 10888 members 
Mstep: Class 16 contains 11716 members 
Mstep: Class 19 contains 238782 members 
Mstep: Class 20 contains 180161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92622088.000000 Penalty: 54032.183594
Iteration 30Q: 17 clusters Score -9.262209e+07 nChanged 13006
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 216070 members 
Mstep: Class 3 contains 12971 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 82289 members 
Mstep: Class 8 contains 2406 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 19532 members 
Mstep: Class 11 contains 6206 members 
Mstep: Class 12 contains 11092 members 
Mstep: Class 14 contains 10881 members 
Mstep: Class 16 contains 11500 members 
Mstep: Class 19 contains 234163 members 
Mstep: Class 20 contains 176913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92624752.000000 Penalty: 54032.183594
Iteration 31Q: 17 clusters Score -9.262475e+07 nChanged 13251
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 223031 members 
Mstep: Class 3 contains 12961 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 1830 members 
Mstep: Class 7 contains 81677 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 1470 members 
Mstep: Class 10 contains 19564 members 
Mstep: Class 11 contains 6208 members 
Mstep: Class 12 contains 11835 members 
Mstep: Class 14 contains 10886 members 
Mstep: Class 16 contains 11274 members 
Mstep: Class 19 contains 229574 members 
Mstep: Class 20 contains 173616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92627408.000000 Penalty: 54032.183594
Iteration 32Q: 17 clusters Score -9.262741e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 230250 members 
Mstep: Class 3 contains 12965 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 1834 members 
Mstep: Class 7 contains 80935 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 1470 members 
Mstep: Class 10 contains 19628 members 
Mstep: Class 11 contains 6199 members 
Mstep: Class 12 contains 12534 members 
Mstep: Class 14 contains 10888 members 
Mstep: Class 16 contains 11037 members 
Mstep: Class 19 contains 224867 members 
Mstep: Class 20 contains 170284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92630368.000000 Penalty: 54032.183594
Iteration 33Q: 17 clusters Score -9.263037e+07 nChanged 14188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 237757 members 
Mstep: Class 3 contains 12982 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 1840 members 
Mstep: Class 7 contains 80126 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 19695 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 13137 members 
Mstep: Class 14 contains 10904 members 
Mstep: Class 16 contains 10727 members 
Mstep: Class 19 contains 220114 members 
Mstep: Class 20 contains 166878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92632928.000000 Penalty: 54032.183594
Iteration 34Q: 17 clusters Score -9.263293e+07 nChanged 14670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 245695 members 
Mstep: Class 3 contains 12995 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 1846 members 
Mstep: Class 7 contains 79169 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 6170 members 
Mstep: Class 12 contains 13640 members 
Mstep: Class 14 contains 10917 members 
Mstep: Class 16 contains 10381 members 
Mstep: Class 19 contains 215159 members 
Mstep: Class 20 contains 163539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92636384.000000 Penalty: 54032.183594
Iteration 35Q: 17 clusters Score -9.263638e+07 nChanged 14916
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 253893 members 
Mstep: Class 3 contains 13012 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 1846 members 
Mstep: Class 7 contains 78097 members 
Mstep: Class 8 contains 2433 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 19826 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 14134 members 
Mstep: Class 14 contains 10932 members 
Mstep: Class 16 contains 10019 members 
Mstep: Class 19 contains 210162 members 
Mstep: Class 20 contains 160179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92640592.000000 Penalty: 54032.183594
Iteration 36Q: 17 clusters Score -9.264059e+07 nChanged 15487
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 262378 members 
Mstep: Class 3 contains 13027 members 
Mstep: Class 4 contains 4965 members 
Mstep: Class 5 contains 1403 members 
Mstep: Class 6 contains 1847 members 
Mstep: Class 7 contains 76882 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 19872 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 14587 members 
Mstep: Class 14 contains 10988 members 
Mstep: Class 16 contains 9606 members 
Mstep: Class 19 contains 205102 members 
Mstep: Class 20 contains 156757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92644744.000000 Penalty: 54032.183594
Iteration 37Q: 17 clusters Score -9.264474e+07 nChanged 16145
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 271214 members 
Mstep: Class 3 contains 13041 members 
Mstep: Class 4 contains 4957 members 
Mstep: Class 5 contains 1403 members 
Mstep: Class 6 contains 1854 members 
Mstep: Class 7 contains 75625 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 19910 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 15002 members 
Mstep: Class 14 contains 11087 members 
Mstep: Class 16 contains 9192 members 
Mstep: Class 19 contains 199578 members 
Mstep: Class 20 contains 153477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92648872.000000 Penalty: 54032.183594
Iteration 38Q: 17 clusters Score -9.264887e+07 nChanged 16532
Entering ConstructFrom: 
Score: -92648872.000000 Penalty: 54032.183594
Entering ConstructFrom: 
Trying to split cluster 1 (33400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Entering Unmasked Estep 
Score: -3726456.500000 Penalty: 2583.245117
	Iteration 0F: 2 clusters Score -3726456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3703774.500000 Penalty: 5166.490234
	Iteration 0F: 3 clusters Score -3703774 nChanged 15210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3712090.250000 Penalty: 5166.490234
	Iteration 1F: 3 clusters Score -3712090 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3712877.500000 Penalty: 5166.490234
	Iteration 2Q: 3 clusters Score -3712878 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3713994.000000 Penalty: 5166.490234
	Iteration 3Q: 3 clusters Score -3713994 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3715699.000000 Penalty: 5166.490234
	Iteration 4F: 3 clusters Score -3715699 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3717871.750000 Penalty: 5166.490234
	Iteration 5F: 3 clusters Score -3717872 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3720420.500000 Penalty: 5166.490234
	Iteration 6F: 3 clusters Score -3720420 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3722973.250000 Penalty: 5166.490234
	Iteration 7F: 3 clusters Score -3722973 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3724675.500000 Penalty: 5166.490234
	Iteration 8F: 3 clusters Score -3724676 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3725550.750000 Penalty: 5166.490234
	Iteration 9Q: 3 clusters Score -3725551 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3725910.500000 Penalty: 5166.490234
	Iteration 10Q: 3 clusters Score -3725910 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3726123.250000 Penalty: 5166.490234
	Iteration 11Q: 3 clusters Score -3726123 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -3726278.000000 Penalty: 5166.490234
	Iteration 12Q: 3 clusters Score -3726278 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -3726392.000000 Penalty: 5166.490234
	Iteration 13Q: 3 clusters Score -3726392 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -3726481.250000 Penalty: 5166.490234
	Iteration 14Q: 3 clusters Score -3726481 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -3726537.750000 Penalty: 5166.490234
	Iteration 15Q: 3 clusters Score -3726538 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -3726588.000000 Penalty: 5166.490234
	Iteration 16Q: 3 clusters Score -3726588 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3726620.000000 Penalty: 5166.490234
	Iteration 17Q: 3 clusters Score -3726620 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3726666.750000 Penalty: 5166.490234
	Iteration 18Q: 3 clusters Score -3726667 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -3726697.500000 Penalty: 5166.490234
	Iteration 19Q: 3 clusters Score -3726698 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3726725.000000 Penalty: 5166.490234
	Iteration 20F: 3 clusters Score -3726725 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3726759.750000 Penalty: 5166.490234
	Iteration 21Q: 3 clusters Score -3726760 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -3726792.500000 Penalty: 5166.490234
	Iteration 22Q: 3 clusters Score -3726792 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -3726811.000000 Penalty: 5166.490234
	Iteration 23Q: 3 clusters Score -3726811 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -3726827.500000 Penalty: 5166.490234
	Iteration 24Q: 3 clusters Score -3726828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3726816.000000 Penalty: 5166.490234
	Iteration 25Q: 3 clusters Score -3726816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -3726840.750000 Penalty: 5166.490234
	Iteration 26Q: 3 clusters Score -3726841 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -3726857.500000 Penalty: 5166.490234
	Iteration 27Q: 3 clusters Score -3726858 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -3726880.500000 Penalty: 5166.490234
	Iteration 28Q: 3 clusters Score -3726880 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -3726897.000000 Penalty: 5166.490234
	Iteration 29Q: 3 clusters Score -3726897 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3726903.750000 Penalty: 5166.490234
	Iteration 30Q: 3 clusters Score -3726904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -3726923.500000 Penalty: 5166.490234
	Iteration 31Q: 3 clusters Score -3726924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -3726927.250000 Penalty: 5166.490234
	Iteration 32Q: 3 clusters Score -3726927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3726948.250000 Penalty: 5166.490234
	Iteration 33Q: 3 clusters Score -3726948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -3726977.250000 Penalty: 5166.490234
	Iteration 34Q: 3 clusters Score -3726977 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3727098.000000 Penalty: 5166.490234
	Iteration 35Q: 3 clusters Score -3727098 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -3727159.000000 Penalty: 5166.490234
	Iteration 36Q: 3 clusters Score -3727159 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3727302.750000 Penalty: 5166.490234
	Iteration 37Q: 3 clusters Score -3727303 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -3727354.750000 Penalty: 5166.490234
	Iteration 38Q: 3 clusters Score -3727355 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -3727461.250000 Penalty: 5166.490234
	Iteration 39Q: 3 clusters Score -3727461 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -3727484.750000 Penalty: 5166.490234
	Iteration 40F: 3 clusters Score -3727485 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -3727494.750000 Penalty: 5166.490234
	Iteration 41Q: 3 clusters Score -3727495 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -3727518.000000 Penalty: 5166.490234
	Iteration 42Q: 3 clusters Score -3727518 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -3727526.750000 Penalty: 5166.490234
	Iteration 43Q: 3 clusters Score -3727527 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -3727543.250000 Penalty: 5166.490234
	Iteration 44Q: 3 clusters Score -3727543 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -3727562.250000 Penalty: 5166.490234
	Iteration 45Q: 3 clusters Score -3727562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -3727598.750000 Penalty: 5166.490234
	Iteration 46Q: 3 clusters Score -3727599 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -3727678.750000 Penalty: 5166.490234
	Iteration 47Q: 3 clusters Score -3727679 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -3727781.250000 Penalty: 5166.490234
	Iteration 48Q: 3 clusters Score -3727781 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -3727866.500000 Penalty: 5166.490234
	Iteration 49Q: 3 clusters Score -3727866 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -3727885.250000 Penalty: 5166.490234
	Iteration 50Q: 3 clusters Score -3727885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -3727894.500000 Penalty: 5166.490234
	Iteration 51Q: 3 clusters Score -3727894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -3727894.250000 Penalty: 5166.490234
	Iteration 52Q: 3 clusters Score -3727894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -3727903.250000 Penalty: 5166.490234
	Iteration 53Q: 3 clusters Score -3727903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -3727898.750000 Penalty: 5166.490234
	Iteration 54Q: 3 clusters Score -3727899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -3727903.750000 Penalty: 5166.490234
	Iteration 55Q: 3 clusters Score -3727904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -3727905.500000 Penalty: 5166.490234
	Iteration 56Q: 3 clusters Score -3727906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -3727902.000000 Penalty: 5166.490234
	Iteration 57Q: 3 clusters Score -3727902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -3727907.500000 Penalty: 5166.490234
	Iteration 58Q: 3 clusters Score -3727908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -3727907.500000 Penalty: 5166.490234
	Iteration 59Q: 3 clusters Score -3727908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -3727915.250000 Penalty: 5166.490234
	Iteration 60F: 3 clusters Score -3727915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3727913.000000 Penalty: 5166.490234
	Iteration 61Q: 3 clusters Score -3727913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -3727912.000000 Penalty: 5166.490234
	Iteration 62Q: 3 clusters Score -3727912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -3727913.000000 Penalty: 5166.490234
	Iteration 63Q: 3 clusters Score -3727913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -3727912.500000 Penalty: 5166.490234
	Iteration 64Q: 3 clusters Score -3727912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -3727912.500000 Penalty: 5166.490234
	Iteration 65F: 3 clusters Score -3727912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 280204 members 
Mstep: Class 3 contains 13040 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 1403 members 
Mstep: Class 6 contains 1861 members 
Mstep: Class 7 contains 74392 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 19967 members 
Mstep: Class 11 contains 6163 members 
Mstep: Class 12 contains 15417 members 
Mstep: Class 13 contains 31447 members 
Mstep: Class 14 contains 11237 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 19 contains 193765 members 
Mstep: Class 20 contains 150303 members 
Entering Unmasked Estep 
Score: -92651024.000000 Penalty: 57409.195312
Splitting cluster 1 changes total score from -92648872.000000 to -92651024.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (280204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280204 members 
Entering Unmasked Estep 
Score: -32116632.000000 Penalty: 3110.731689
	Iteration 0F: 2 clusters Score -3.211663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140209 members 
Mstep: Class 2 contains 139995 members 
Entering Unmasked Estep 
Score: -31929972.000000 Penalty: 6221.463379
	Iteration 0F: 3 clusters Score -3.192997e+07 nChanged 135796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142363 members 
Mstep: Class 2 contains 137841 members 
Entering Unmasked Estep 
Score: -32010096.000000 Penalty: 6221.463379
	Iteration 1F: 3 clusters Score -3.20101e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143616 members 
Mstep: Class 2 contains 136588 members 
Entering Unmasked Estep 
Score: -32011352.000000 Penalty: 6221.463379
	Iteration 2Q: 3 clusters Score -3.201135e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145651 members 
Mstep: Class 2 contains 134553 members 
Entering Unmasked Estep 
Score: -32012890.000000 Penalty: 6221.463379
	Iteration 3Q: 3 clusters Score -3.201289e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148756 members 
Mstep: Class 2 contains 131448 members 
Entering Unmasked Estep 
Score: -32014996.000000 Penalty: 6221.463379
	Iteration 4Q: 3 clusters Score -3.2015e+07 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153460 members 
Mstep: Class 2 contains 126744 members 
Entering Unmasked Estep 
Score: -32017956.000000 Penalty: 6221.463379
	Iteration 5Q: 3 clusters Score -3.201796e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160332 members 
Mstep: Class 2 contains 119872 members 
Entering Unmasked Estep 
Score: -32022338.000000 Penalty: 6221.463379
	Iteration 6Q: 3 clusters Score -3.202234e+07 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169879 members 
Mstep: Class 2 contains 110325 members 
Entering Unmasked Estep 
Score: -32029414.000000 Penalty: 6221.463379
	Iteration 7Q: 3 clusters Score -3.202941e+07 nChanged 15223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181944 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -32039692.000000 Penalty: 6221.463379
	Iteration 8F: 3 clusters Score -3.203969e+07 nChanged 16751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195065 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -32052566.000000 Penalty: 6221.463379
	Iteration 9F: 3 clusters Score -3.205257e+07 nChanged 16049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206684 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -32064454.000000 Penalty: 6221.463379
	Iteration 10F: 3 clusters Score -3.206445e+07 nChanged 13401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215587 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -32072648.000000 Penalty: 6221.463379
	Iteration 11Q: 3 clusters Score -3.207265e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222785 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -32077946.000000 Penalty: 6221.463379
	Iteration 12Q: 3 clusters Score -3.207795e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229206 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -32081486.000000 Penalty: 6221.463379
	Iteration 13Q: 3 clusters Score -3.208149e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235401 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -32084486.000000 Penalty: 6221.463379
	Iteration 14Q: 3 clusters Score -3.208449e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241515 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -32087680.000000 Penalty: 6221.463379
	Iteration 15Q: 3 clusters Score -3.208768e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247523 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -32090942.000000 Penalty: 6221.463379
	Iteration 16Q: 3 clusters Score -3.209094e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253143 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -32094464.000000 Penalty: 6221.463379
	Iteration 17Q: 3 clusters Score -3.209446e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258422 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -32097842.000000 Penalty: 6221.463379
	Iteration 18Q: 3 clusters Score -3.209784e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263144 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -32100948.000000 Penalty: 6221.463379
	Iteration 19Q: 3 clusters Score -3.210095e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267238 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -32103738.000000 Penalty: 6221.463379
	Iteration 20F: 3 clusters Score -3.210374e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270614 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -32106218.000000 Penalty: 6221.463379
	Iteration 21Q: 3 clusters Score -3.210622e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273361 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -32108198.000000 Penalty: 6221.463379
	Iteration 22Q: 3 clusters Score -3.21082e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275560 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -32110064.000000 Penalty: 6221.463379
	Iteration 23Q: 3 clusters Score -3.211006e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277228 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -32111452.000000 Penalty: 6221.463379
	Iteration 24Q: 3 clusters Score -3.211145e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278399 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -32112518.000000 Penalty: 6221.463379
	Iteration 25Q: 3 clusters Score -3.211252e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279091 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -32113074.000000 Penalty: 6221.463379
	Iteration 26Q: 3 clusters Score -3.211307e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279428 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -32113478.000000 Penalty: 6221.463379
	Iteration 27Q: 3 clusters Score -3.211348e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279607 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -32113592.000000 Penalty: 6221.463379
	Iteration 28Q: 3 clusters Score -3.211359e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279696 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -32113630.000000 Penalty: 6221.463379
	Iteration 29Q: 3 clusters Score -3.211363e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279748 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -32113704.000000 Penalty: 6221.463379
	Iteration 30Q: 3 clusters Score -3.21137e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279768 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -32113712.000000 Penalty: 6221.463379
	Iteration 31Q: 3 clusters Score -3.211371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279795 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -32113758.000000 Penalty: 6221.463379
	Iteration 32Q: 3 clusters Score -3.211376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279814 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -32113766.000000 Penalty: 6221.463379
	Iteration 33Q: 3 clusters Score -3.211377e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279831 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -32113768.000000 Penalty: 6221.463379
	Iteration 34Q: 3 clusters Score -3.211377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279839 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -32113800.000000 Penalty: 6221.463379
	Iteration 35Q: 3 clusters Score -3.21138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279843 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -32113806.000000 Penalty: 6221.463379
	Iteration 36Q: 3 clusters Score -3.211381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279850 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -32113824.000000 Penalty: 6221.463379
	Iteration 37Q: 3 clusters Score -3.211382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279855 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -32113812.000000 Penalty: 6221.463379
	Iteration 38Q: 3 clusters Score -3.211381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279857 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -32113818.000000 Penalty: 6221.463379
	Iteration 39Q: 3 clusters Score -3.211382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279858 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -32113810.000000 Penalty: 6221.463379
	Iteration 40F: 3 clusters Score -3.211381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Entering Unmasked Estep 
Score: -1403200.250000 Penalty: 2349.992676
	Iteration 0F: 2 clusters Score -1403200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1393645.875000 Penalty: 4699.985352
	Iteration 0F: 3 clusters Score -1393646 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1396592.625000 Penalty: 4699.985352
	Iteration 1F: 3 clusters Score -1396593 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1396957.375000 Penalty: 4699.985352
	Iteration 2F: 3 clusters Score -1396957 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1397266.625000 Penalty: 4699.985352
	Iteration 3Q: 3 clusters Score -1397267 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1397613.000000 Penalty: 4699.985352
	Iteration 4Q: 3 clusters Score -1397613 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1398024.375000 Penalty: 4699.985352
	Iteration 5Q: 3 clusters Score -1398024 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1398582.750000 Penalty: 4699.985352
	Iteration 6F: 3 clusters Score -1398583 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1399234.875000 Penalty: 4699.985352
	Iteration 7F: 3 clusters Score -1399235 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1399931.125000 Penalty: 4699.985352
	Iteration 8F: 3 clusters Score -1399931 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1400502.500000 Penalty: 4699.985352
	Iteration 9Q: 3 clusters Score -1400502 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1400863.250000 Penalty: 4699.985352
	Iteration 10Q: 3 clusters Score -1400863 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1401133.750000 Penalty: 4699.985352
	Iteration 11Q: 3 clusters Score -1401134 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1401293.750000 Penalty: 4699.985352
	Iteration 12Q: 3 clusters Score -1401294 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1401395.750000 Penalty: 4699.985352
	Iteration 13Q: 3 clusters Score -1401396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1401451.125000 Penalty: 4699.985352
	Iteration 14Q: 3 clusters Score -1401451 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1401500.250000 Penalty: 4699.985352
	Iteration 15Q: 3 clusters Score -1401500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1401522.250000 Penalty: 4699.985352
	Iteration 16Q: 3 clusters Score -1401522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1401552.875000 Penalty: 4699.985352
	Iteration 17Q: 3 clusters Score -1401553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1401567.750000 Penalty: 4699.985352
	Iteration 18Q: 3 clusters Score -1401568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1401585.500000 Penalty: 4699.985352
	Iteration 19Q: 3 clusters Score -1401586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1401590.250000 Penalty: 4699.985352
	Iteration 20F: 3 clusters Score -1401590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1401593.000000 Penalty: 4699.985352
	Iteration 21Q: 3 clusters Score -1401593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1401594.125000 Penalty: 4699.985352
	Iteration 22Q: 3 clusters Score -1401594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1401595.750000 Penalty: 4699.985352
	Iteration 23Q: 3 clusters Score -1401596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1401595.750000 Penalty: 4699.985352
	Iteration 24F: 3 clusters Score -1401596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Entering Unmasked Estep 
Score: -551794.375000 Penalty: 2109.370361
	Iteration 0F: 2 clusters Score -551794.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -547412.750000 Penalty: 4218.740723
	Iteration 0F: 3 clusters Score -547412.8 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -548668.750000 Penalty: 4218.740723
	Iteration 1F: 3 clusters Score -548668.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -549048.062500 Penalty: 4218.740723
	Iteration 2F: 3 clusters Score -549048.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -549823.375000 Penalty: 4218.740723
	Iteration 3F: 3 clusters Score -549823.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -552869.562500 Penalty: 4218.740723
	Iteration 4F: 3 clusters Score -552869.6 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -556408.312500 Penalty: 4218.740723
	Iteration 5F: 3 clusters Score -556408.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -557460.875000 Penalty: 4218.740723
	Iteration 6F: 3 clusters Score -557460.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -557773.875000 Penalty: 4218.740723
	Iteration 7Q: 3 clusters Score -557773.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -557894.062500 Penalty: 4218.740723
	Iteration 8Q: 3 clusters Score -557894.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -557908.375000 Penalty: 4218.740723
	Iteration 9Q: 3 clusters Score -557908.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -557908.375000 Penalty: 4218.740723
	Iteration 10F: 3 clusters Score -557908.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 280204 members 
Mstep: Class 3 contains 13040 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 1403 members 
Mstep: Class 6 contains 1861 members 
Mstep: Class 7 contains 74392 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 19967 members 
Mstep: Class 11 contains 6163 members 
Mstep: Class 12 contains 15417 members 
Mstep: Class 13 contains 31447 members 
Mstep: Class 14 contains 11237 members 
Mstep: Class 15 contains 4334 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 19 contains 193765 members 
Mstep: Class 20 contains 150303 members 
Entering Unmasked Estep 
Score: -92655864.000000 Penalty: 60786.207031
Splitting cluster 4 changes total score from -92648872.000000 to -92655864.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 5 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -142327.781250 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -142327.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -140212.125000 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -140212.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -141522.390625 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -141522.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142641.812500 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -142641.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -143037.500000 Penalty: 3594.198486
	Iteration 3F: 3 clusters Score -143037.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -143180.687500 Penalty: 3594.198486
	Iteration 4Q: 3 clusters Score -143180.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -143214.296875 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -143214.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -143246.281250 Penalty: 3594.198486
	Iteration 6Q: 3 clusters Score -143246.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -143270.375000 Penalty: 3594.198486
	Iteration 7Q: 3 clusters Score -143270.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -143285.859375 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -143285.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -143288.843750 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -143288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -143292.640625 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -143292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -143296.046875 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -143296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -143297.421875 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -143297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -143297.421875 Penalty: 3594.198486
	Iteration 13F: 3 clusters Score -143297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 280204 members 
Mstep: Class 3 contains 13040 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 1861 members 
Mstep: Class 7 contains 74392 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 19967 members 
Mstep: Class 11 contains 6163 members 
Mstep: Class 12 contains 15417 members 
Mstep: Class 13 contains 31447 members 
Mstep: Class 14 contains 11237 members 
Mstep: Class 15 contains 4334 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 19 contains 193765 members 
Mstep: Class 20 contains 150303 members 
Entering Unmasked Estep 
Score: -92655240.000000 Penalty: 64163.218750
Splitting cluster 5 changes total score from -92648872.000000 to -92655240.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 6 (1861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Entering Unmasked Estep 
Score: -186672.156250 Penalty: 1867.159546
	Iteration 0F: 2 clusters Score -186672.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -184342.281250 Penalty: 3734.319092
	Iteration 0F: 3 clusters Score -184342.3 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -185558.640625 Penalty: 3734.319092
	Iteration 1F: 3 clusters Score -185558.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -186193.484375 Penalty: 3734.319092
	Iteration 2F: 3 clusters Score -186193.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -186625.968750 Penalty: 3734.319092
	Iteration 3F: 3 clusters Score -186626 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -187030.093750 Penalty: 3734.319092
	Iteration 4F: 3 clusters Score -187030.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -187366.328125 Penalty: 3734.319092
	Iteration 5F: 3 clusters Score -187366.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -187697.015625 Penalty: 3734.319092
	Iteration 6Q: 3 clusters Score -187697 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -188032.625000 Penalty: 3734.319092
	Iteration 7Q: 3 clusters Score -188032.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -188305.843750 Penalty: 3734.319092
	Iteration 8Q: 3 clusters Score -188305.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -188435.015625 Penalty: 3734.319092
	Iteration 9Q: 3 clusters Score -188435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -188445.437500 Penalty: 3734.319092
	Iteration 10Q: 3 clusters Score -188445.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -188445.437500 Penalty: 3734.319092
	Iteration 11F: 3 clusters Score -188445.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 280204 members 
Mstep: Class 3 contains 13040 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 377 members 
Mstep: Class 7 contains 74392 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 19967 members 
Mstep: Class 11 contains 6163 members 
Mstep: Class 12 contains 15417 members 
Mstep: Class 13 contains 31447 members 
Mstep: Class 14 contains 11237 members 
Mstep: Class 15 contains 4334 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1484 members 
Mstep: Class 19 contains 193765 members 
Mstep: Class 20 contains 150303 members 
Entering Unmasked Estep 
Score: -92655688.000000 Penalty: 67540.226562
Splitting cluster 6 changes total score from -92648872.000000 to -92655688.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 7 (74392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Entering Unmasked Estep 
Score: -8610845.000000 Penalty: 2781.841797
	Iteration 0F: 2 clusters Score -8610845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -8561224.000000 Penalty: 5563.683594
	Iteration 0F: 3 clusters Score -8561224 nChanged 34798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -8580555.000000 Penalty: 5563.683594
	Iteration 1F: 3 clusters Score -8580555 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -8581135.000000 Penalty: 5563.683594
	Iteration 2Q: 3 clusters Score -8581135 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -8581907.000000 Penalty: 5563.683594
	Iteration 3Q: 3 clusters Score -8581907 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -8583016.000000 Penalty: 5563.683594
	Iteration 4Q: 3 clusters Score -8583016 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -8584578.000000 Penalty: 5563.683594
	Iteration 5Q: 3 clusters Score -8584578 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -8586751.000000 Penalty: 5563.683594
	Iteration 6Q: 3 clusters Score -8586751 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -8589663.000000 Penalty: 5563.683594
	Iteration 7F: 3 clusters Score -8589663 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -8593502.000000 Penalty: 5563.683594
	Iteration 8F: 3 clusters Score -8593502 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63375 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -8598337.000000 Penalty: 5563.683594
	Iteration 9F: 3 clusters Score -8598337 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -8602919.000000 Penalty: 5563.683594
	Iteration 10F: 3 clusters Score -8602919 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8605978.000000 Penalty: 5563.683594
	Iteration 11Q: 3 clusters Score -8605978 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73304 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8607476.000000 Penalty: 5563.683594
	Iteration 12Q: 3 clusters Score -8607476 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73848 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8608012.000000 Penalty: 5563.683594
	Iteration 13Q: 3 clusters Score -8608012 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8608212.000000 Penalty: 5563.683594
	Iteration 14Q: 3 clusters Score -8608212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74087 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8608283.000000 Penalty: 5563.683594
	Iteration 15Q: 3 clusters Score -8608283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8608337.000000 Penalty: 5563.683594
	Iteration 16Q: 3 clusters Score -8608337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8608360.000000 Penalty: 5563.683594
	Iteration 17Q: 3 clusters Score -8608360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8608392.000000 Penalty: 5563.683594
	Iteration 18Q: 3 clusters Score -8608392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8608397.000000 Penalty: 5563.683594
	Iteration 19Q: 3 clusters Score -8608397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8608414.000000 Penalty: 5563.683594
	Iteration 20F: 3 clusters Score -8608414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74158 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8608421.000000 Penalty: 5563.683594
	Iteration 21Q: 3 clusters Score -8608421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8608421.000000 Penalty: 5563.683594
	Iteration 22Q: 3 clusters Score -8608421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74158 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8608420.000000 Penalty: 5563.683594
	Iteration 23Q: 3 clusters Score -8608420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8608421.000000 Penalty: 5563.683594
	Iteration 24Q: 3 clusters Score -8608421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8608421.000000 Penalty: 5563.683594
	Iteration 25F: 3 clusters Score -8608421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -282718.218750 Penalty: 1935.049316
	Iteration 0F: 2 clusters Score -282718.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -279781.625000 Penalty: 3870.098633
	Iteration 0F: 3 clusters Score -279781.6 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -280307.406250 Penalty: 3870.098633
	Iteration 1F: 3 clusters Score -280307.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -280433.062500 Penalty: 3870.098633
	Iteration 2F: 3 clusters Score -280433.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -280513.187500 Penalty: 3870.098633
	Iteration 3Q: 3 clusters Score -280513.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -280569.250000 Penalty: 3870.098633
	Iteration 4Q: 3 clusters Score -280569.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -280609.875000 Penalty: 3870.098633
	Iteration 5Q: 3 clusters Score -280609.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -280631.687500 Penalty: 3870.098633
	Iteration 6Q: 3 clusters Score -280631.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -280652.906250 Penalty: 3870.098633
	Iteration 7Q: 3 clusters Score -280652.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -280665.500000 Penalty: 3870.098633
	Iteration 8Q: 3 clusters Score -280665.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -280680.406250 Penalty: 3870.098633
	Iteration 9Q: 3 clusters Score -280680.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -280688.281250 Penalty: 3870.098633
	Iteration 10Q: 3 clusters Score -280688.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -280693.500000 Penalty: 3870.098633
	Iteration 11Q: 3 clusters Score -280693.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -280699.718750 Penalty: 3870.098633
	Iteration 12Q: 3 clusters Score -280699.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -280708.250000 Penalty: 3870.098633
	Iteration 13Q: 3 clusters Score -280708.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -280714.781250 Penalty: 3870.098633
	Iteration 14Q: 3 clusters Score -280714.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -280724.875000 Penalty: 3870.098633
	Iteration 15Q: 3 clusters Score -280724.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -280730.343750 Penalty: 3870.098633
	Iteration 16Q: 3 clusters Score -280730.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -280733.343750 Penalty: 3870.098633
	Iteration 17Q: 3 clusters Score -280733.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -280736.062500 Penalty: 3870.098633
	Iteration 18Q: 3 clusters Score -280736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -280737.968750 Penalty: 3870.098633
	Iteration 19Q: 3 clusters Score -280738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -280738.562500 Penalty: 3870.098633
	Iteration 20F: 3 clusters Score -280738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -280738.906250 Penalty: 3870.098633
	Iteration 21Q: 3 clusters Score -280738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -280739.875000 Penalty: 3870.098633
	Iteration 22Q: 3 clusters Score -280739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -280740.468750 Penalty: 3870.098633
	Iteration 23Q: 3 clusters Score -280740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -280741.125000 Penalty: 3870.098633
	Iteration 24Q: 3 clusters Score -280741.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -280742.187500 Penalty: 3870.098633
	Iteration 25Q: 3 clusters Score -280742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -280742.718750 Penalty: 3870.098633
	Iteration 26Q: 3 clusters Score -280742.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -280742.718750 Penalty: 3870.098633
	Iteration 27F: 3 clusters Score -280742.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -135279.937500 Penalty: 1809.005615
	Iteration 0F: 2 clusters Score -135279.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133266.203125 Penalty: 3618.011230
	Iteration 0F: 3 clusters Score -133266.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134969.484375 Penalty: 3618.011230
	Iteration 1F: 3 clusters Score -134969.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -136642.171875 Penalty: 3618.011230
	Iteration 2F: 3 clusters Score -136642.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -137822.296875 Penalty: 3618.011230
	Iteration 3F: 3 clusters Score -137822.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -138695.906250 Penalty: 3618.011230
	Iteration 4Q: 3 clusters Score -138695.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -140029.609375 Penalty: 3618.011230
	Iteration 5Q: 3 clusters Score -140029.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -140090.296875 Penalty: 3618.011230
	Iteration 6Q: 3 clusters Score -140090.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -140117.859375 Penalty: 3618.011230
	Iteration 7Q: 3 clusters Score -140117.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -140139.921875 Penalty: 3618.011230
	Iteration 8Q: 3 clusters Score -140139.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -140139.921875 Penalty: 3618.011230
	Iteration 9F: 3 clusters Score -140139.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 280204 members 
Mstep: Class 3 contains 13040 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 377 members 
Mstep: Class 7 contains 74392 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 19967 members 
Mstep: Class 11 contains 6163 members 
Mstep: Class 12 contains 15417 members 
Mstep: Class 13 contains 31447 members 
Mstep: Class 14 contains 11237 members 
Mstep: Class 15 contains 4334 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1484 members 
Mstep: Class 19 contains 193765 members 
Mstep: Class 20 contains 150303 members 
Mstep: Class 21 contains 356 members 
Entering Unmasked Estep 
Score: -92658976.000000 Penalty: 70917.242188
Splitting cluster 9 changes total score from -92648872.000000 to -92658976.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (19967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Entering Unmasked Estep 
Score: -2342001.500000 Penalty: 2455.655518
	Iteration 0F: 2 clusters Score -2342002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2328004.000000 Penalty: 4911.311035
	Iteration 0F: 3 clusters Score -2328004 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2332515.500000 Penalty: 4911.311035
	Iteration 1F: 3 clusters Score -2332516 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2332857.500000 Penalty: 4911.311035
	Iteration 2Q: 3 clusters Score -2332858 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2333170.500000 Penalty: 4911.311035
	Iteration 3Q: 3 clusters Score -2333170 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2333521.000000 Penalty: 4911.311035
	Iteration 4Q: 3 clusters Score -2333521 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2333939.000000 Penalty: 4911.311035
	Iteration 5Q: 3 clusters Score -2333939 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2334495.750000 Penalty: 4911.311035
	Iteration 6Q: 3 clusters Score -2334496 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2335214.750000 Penalty: 4911.311035
	Iteration 7Q: 3 clusters Score -2335215 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2336113.250000 Penalty: 4911.311035
	Iteration 8F: 3 clusters Score -2336113 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2337174.500000 Penalty: 4911.311035
	Iteration 9F: 3 clusters Score -2337174 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2338329.750000 Penalty: 4911.311035
	Iteration 10F: 3 clusters Score -2338330 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2339362.500000 Penalty: 4911.311035
	Iteration 11F: 3 clusters Score -2339362 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2340014.750000 Penalty: 4911.311035
	Iteration 12Q: 3 clusters Score -2340015 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2340304.000000 Penalty: 4911.311035
	Iteration 13Q: 3 clusters Score -2340304 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2340420.750000 Penalty: 4911.311035
	Iteration 14Q: 3 clusters Score -2340421 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2340466.750000 Penalty: 4911.311035
	Iteration 15Q: 3 clusters Score -2340467 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2340504.000000 Penalty: 4911.311035
	Iteration 16Q: 3 clusters Score -2340504 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2340529.750000 Penalty: 4911.311035
	Iteration 17Q: 3 clusters Score -2340530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2340542.750000 Penalty: 4911.311035
	Iteration 18Q: 3 clusters Score -2340543 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2340550.500000 Penalty: 4911.311035
	Iteration 19Q: 3 clusters Score -2340550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2340553.500000 Penalty: 4911.311035
	Iteration 20F: 3 clusters Score -2340554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2340559.000000 Penalty: 4911.311035
	Iteration 21Q: 3 clusters Score -2340559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2340564.250000 Penalty: 4911.311035
	Iteration 22Q: 3 clusters Score -2340564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2340566.500000 Penalty: 4911.311035
	Iteration 23Q: 3 clusters Score -2340566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2340567.500000 Penalty: 4911.311035
	Iteration 24Q: 3 clusters Score -2340568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2340571.000000 Penalty: 4911.311035
	Iteration 25Q: 3 clusters Score -2340571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2340572.500000 Penalty: 4911.311035
	Iteration 26Q: 3 clusters Score -2340572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2340573.750000 Penalty: 4911.311035
	Iteration 27Q: 3 clusters Score -2340574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2340574.000000 Penalty: 4911.311035
	Iteration 28Q: 3 clusters Score -2340574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2340576.250000 Penalty: 4911.311035
	Iteration 29Q: 3 clusters Score -2340576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2340578.250000 Penalty: 4911.311035
	Iteration 30Q: 3 clusters Score -2340578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2340582.750000 Penalty: 4911.311035
	Iteration 31Q: 3 clusters Score -2340583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2340585.500000 Penalty: 4911.311035
	Iteration 32Q: 3 clusters Score -2340586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2340584.750000 Penalty: 4911.311035
	Iteration 33Q: 3 clusters Score -2340585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2340590.500000 Penalty: 4911.311035
	Iteration 34Q: 3 clusters Score -2340590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2340595.750000 Penalty: 4911.311035
	Iteration 35Q: 3 clusters Score -2340596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2340592.000000 Penalty: 4911.311035
	Iteration 36Q: 3 clusters Score -2340592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2340595.000000 Penalty: 4911.311035
	Iteration 37Q: 3 clusters Score -2340595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2340601.750000 Penalty: 4911.311035
	Iteration 38Q: 3 clusters Score -2340602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2340595.250000 Penalty: 4911.311035
	Iteration 39Q: 3 clusters Score -2340595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2340597.000000 Penalty: 4911.311035
	Iteration 40F: 3 clusters Score -2340597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2340596.500000 Penalty: 4911.311035
	Iteration 41Q: 3 clusters Score -2340596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2340592.750000 Penalty: 4911.311035
	Iteration 42Q: 3 clusters Score -2340593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2340593.750000 Penalty: 4911.311035
	Iteration 43Q: 3 clusters Score -2340594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2340595.750000 Penalty: 4911.311035
	Iteration 44Q: 3 clusters Score -2340596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2340597.250000 Penalty: 4911.311035
	Iteration 45Q: 3 clusters Score -2340597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2340596.250000 Penalty: 4911.311035
	Iteration 46Q: 3 clusters Score -2340596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2340592.500000 Penalty: 4911.311035
	Iteration 47Q: 3 clusters Score -2340592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2340595.750000 Penalty: 4911.311035
	Iteration 48Q: 3 clusters Score -2340596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2340593.000000 Penalty: 4911.311035
	Iteration 49Q: 3 clusters Score -2340593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2340593.000000 Penalty: 4911.311035
	Iteration 50F: 3 clusters Score -2340593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Entering Unmasked Estep 
Score: -701023.687500 Penalty: 2164.127197
	Iteration 0F: 2 clusters Score -701023.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -695748.812500 Penalty: 4328.254395
	Iteration 0F: 3 clusters Score -695748.8 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -697093.500000 Penalty: 4328.254395
	Iteration 1F: 3 clusters Score -697093.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -697340.687500 Penalty: 4328.254395
	Iteration 2F: 3 clusters Score -697340.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -697525.875000 Penalty: 4328.254395
	Iteration 3F: 3 clusters Score -697525.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -697679.187500 Penalty: 4328.254395
	Iteration 4Q: 3 clusters Score -697679.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -697796.750000 Penalty: 4328.254395
	Iteration 5Q: 3 clusters Score -697796.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -697884.187500 Penalty: 4328.254395
	Iteration 6Q: 3 clusters Score -697884.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -697974.125000 Penalty: 4328.254395
	Iteration 7Q: 3 clusters Score -697974.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -698066.312500 Penalty: 4328.254395
	Iteration 8Q: 3 clusters Score -698066.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -698170.125000 Penalty: 4328.254395
	Iteration 9Q: 3 clusters Score -698170.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -698271.000000 Penalty: 4328.254395
	Iteration 10Q: 3 clusters Score -698271 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -698389.312500 Penalty: 4328.254395
	Iteration 11Q: 3 clusters Score -698389.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -698494.125000 Penalty: 4328.254395
	Iteration 12Q: 3 clusters Score -698494.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -698592.500000 Penalty: 4328.254395
	Iteration 13Q: 3 clusters Score -698592.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -698704.437500 Penalty: 4328.254395
	Iteration 14Q: 3 clusters Score -698704.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -698809.812500 Penalty: 4328.254395
	Iteration 15Q: 3 clusters Score -698809.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -698902.062500 Penalty: 4328.254395
	Iteration 16Q: 3 clusters Score -698902.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -698992.500000 Penalty: 4328.254395
	Iteration 17Q: 3 clusters Score -698992.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -699059.312500 Penalty: 4328.254395
	Iteration 18Q: 3 clusters Score -699059.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -699110.500000 Penalty: 4328.254395
	Iteration 19Q: 3 clusters Score -699110.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -699148.562500 Penalty: 4328.254395
	Iteration 20F: 3 clusters Score -699148.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -699182.937500 Penalty: 4328.254395
	Iteration 21Q: 3 clusters Score -699182.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -699203.812500 Penalty: 4328.254395
	Iteration 22Q: 3 clusters Score -699203.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -699224.500000 Penalty: 4328.254395
	Iteration 23Q: 3 clusters Score -699224.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -699235.312500 Penalty: 4328.254395
	Iteration 24Q: 3 clusters Score -699235.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -699249.687500 Penalty: 4328.254395
	Iteration 25Q: 3 clusters Score -699249.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -699272.937500 Penalty: 4328.254395
	Iteration 26Q: 3 clusters Score -699272.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -699285.000000 Penalty: 4328.254395
	Iteration 27Q: 3 clusters Score -699285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -699292.500000 Penalty: 4328.254395
	Iteration 28Q: 3 clusters Score -699292.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -699297.500000 Penalty: 4328.254395
	Iteration 29Q: 3 clusters Score -699297.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -699300.625000 Penalty: 4328.254395
	Iteration 30Q: 3 clusters Score -699300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -699300.875000 Penalty: 4328.254395
	Iteration 31Q: 3 clusters Score -699300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -699301.375000 Penalty: 4328.254395
	Iteration 32Q: 3 clusters Score -699301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -699304.812500 Penalty: 4328.254395
	Iteration 33Q: 3 clusters Score -699304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -699307.500000 Penalty: 4328.254395
	Iteration 34Q: 3 clusters Score -699307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -699308.625000 Penalty: 4328.254395
	Iteration 35Q: 3 clusters Score -699308.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -699308.625000 Penalty: 4328.254395
	Iteration 36F: 3 clusters Score -699308.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Entering Unmasked Estep 
Score: -1825264.750000 Penalty: 2391.520020
	Iteration 0F: 2 clusters Score -1825265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1814161.125000 Penalty: 4783.040039
	Iteration 0F: 3 clusters Score -1814161 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1817600.125000 Penalty: 4783.040039
	Iteration 1F: 3 clusters Score -1817600 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1817950.375000 Penalty: 4783.040039
	Iteration 2F: 3 clusters Score -1817950 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1818225.000000 Penalty: 4783.040039
	Iteration 3Q: 3 clusters Score -1818225 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1818491.375000 Penalty: 4783.040039
	Iteration 4Q: 3 clusters Score -1818491 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1818750.000000 Penalty: 4783.040039
	Iteration 5Q: 3 clusters Score -1818750 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1819050.125000 Penalty: 4783.040039
	Iteration 6Q: 3 clusters Score -1819050 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1819407.875000 Penalty: 4783.040039
	Iteration 7Q: 3 clusters Score -1819408 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1819840.500000 Penalty: 4783.040039
	Iteration 8Q: 3 clusters Score -1819840 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1820366.375000 Penalty: 4783.040039
	Iteration 9Q: 3 clusters Score -1820366 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1820918.625000 Penalty: 4783.040039
	Iteration 10F: 3 clusters Score -1820919 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1821507.125000 Penalty: 4783.040039
	Iteration 11Q: 3 clusters Score -1821507 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1822012.875000 Penalty: 4783.040039
	Iteration 12Q: 3 clusters Score -1822013 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1822396.375000 Penalty: 4783.040039
	Iteration 13Q: 3 clusters Score -1822396 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1822682.250000 Penalty: 4783.040039
	Iteration 14Q: 3 clusters Score -1822682 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1822837.000000 Penalty: 4783.040039
	Iteration 15Q: 3 clusters Score -1822837 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1822965.000000 Penalty: 4783.040039
	Iteration 16Q: 3 clusters Score -1822965 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1823027.000000 Penalty: 4783.040039
	Iteration 17Q: 3 clusters Score -1823027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1823067.750000 Penalty: 4783.040039
	Iteration 18Q: 3 clusters Score -1823068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1823098.125000 Penalty: 4783.040039
	Iteration 19Q: 3 clusters Score -1823098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1823129.375000 Penalty: 4783.040039
	Iteration 20F: 3 clusters Score -1823129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1823147.250000 Penalty: 4783.040039
	Iteration 21Q: 3 clusters Score -1823147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1823157.875000 Penalty: 4783.040039
	Iteration 22Q: 3 clusters Score -1823158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1823165.625000 Penalty: 4783.040039
	Iteration 23Q: 3 clusters Score -1823166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1823169.375000 Penalty: 4783.040039
	Iteration 24Q: 3 clusters Score -1823169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1823172.125000 Penalty: 4783.040039
	Iteration 25Q: 3 clusters Score -1823172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1823173.875000 Penalty: 4783.040039
	Iteration 26Q: 3 clusters Score -1823174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1823175.875000 Penalty: 4783.040039
	Iteration 27Q: 3 clusters Score -1823176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1823176.750000 Penalty: 4783.040039
	Iteration 28Q: 3 clusters Score -1823177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1823179.000000 Penalty: 4783.040039
	Iteration 29Q: 3 clusters Score -1823179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1823179.875000 Penalty: 4783.040039
	Iteration 30Q: 3 clusters Score -1823180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1823184.125000 Penalty: 4783.040039
	Iteration 31Q: 3 clusters Score -1823184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1823188.000000 Penalty: 4783.040039
	Iteration 32Q: 3 clusters Score -1823188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1823191.875000 Penalty: 4783.040039
	Iteration 33Q: 3 clusters Score -1823192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1823191.750000 Penalty: 4783.040039
	Iteration 34Q: 3 clusters Score -1823192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1823193.500000 Penalty: 4783.040039
	Iteration 35Q: 3 clusters Score -1823194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1823193.500000 Penalty: 4783.040039
	Iteration 36F: 3 clusters Score -1823194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Entering Unmasked Estep 
Score: -1317243.750000 Penalty: 2313.087891
	Iteration 0F: 2 clusters Score -1317244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1308748.500000 Penalty: 4626.175781
	Iteration 0F: 3 clusters Score -1308748 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1311278.625000 Penalty: 4626.175781
	Iteration 1F: 3 clusters Score -1311279 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1311578.250000 Penalty: 4626.175781
	Iteration 2F: 3 clusters Score -1311578 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1311807.375000 Penalty: 4626.175781
	Iteration 3Q: 3 clusters Score -1311807 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1311987.125000 Penalty: 4626.175781
	Iteration 4Q: 3 clusters Score -1311987 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1312141.375000 Penalty: 4626.175781
	Iteration 5Q: 3 clusters Score -1312141 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1312292.000000 Penalty: 4626.175781
	Iteration 6Q: 3 clusters Score -1312292 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1312448.625000 Penalty: 4626.175781
	Iteration 7Q: 3 clusters Score -1312449 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1312629.625000 Penalty: 4626.175781
	Iteration 8Q: 3 clusters Score -1312630 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1312852.750000 Penalty: 4626.175781
	Iteration 9Q: 3 clusters Score -1312853 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1313190.125000 Penalty: 4626.175781
	Iteration 10Q: 3 clusters Score -1313190 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1313635.375000 Penalty: 4626.175781
	Iteration 11Q: 3 clusters Score -1313635 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1314157.375000 Penalty: 4626.175781
	Iteration 12F: 3 clusters Score -1314157 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1314665.750000 Penalty: 4626.175781
	Iteration 13F: 3 clusters Score -1314666 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1315097.375000 Penalty: 4626.175781
	Iteration 14Q: 3 clusters Score -1315097 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1315430.750000 Penalty: 4626.175781
	Iteration 15Q: 3 clusters Score -1315431 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1315707.625000 Penalty: 4626.175781
	Iteration 16Q: 3 clusters Score -1315708 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1315899.000000 Penalty: 4626.175781
	Iteration 17Q: 3 clusters Score -1315899 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1316010.250000 Penalty: 4626.175781
	Iteration 18Q: 3 clusters Score -1316010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1316092.750000 Penalty: 4626.175781
	Iteration 19Q: 3 clusters Score -1316093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1316133.750000 Penalty: 4626.175781
	Iteration 20F: 3 clusters Score -1316134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1316165.500000 Penalty: 4626.175781
	Iteration 21Q: 3 clusters Score -1316166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1316182.500000 Penalty: 4626.175781
	Iteration 22Q: 3 clusters Score -1316182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1316197.625000 Penalty: 4626.175781
	Iteration 23Q: 3 clusters Score -1316198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1316215.000000 Penalty: 4626.175781
	Iteration 24Q: 3 clusters Score -1316215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1316234.125000 Penalty: 4626.175781
	Iteration 25Q: 3 clusters Score -1316234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1316246.250000 Penalty: 4626.175781
	Iteration 26Q: 3 clusters Score -1316246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1316260.125000 Penalty: 4626.175781
	Iteration 27Q: 3 clusters Score -1316260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1316285.625000 Penalty: 4626.175781
	Iteration 28Q: 3 clusters Score -1316286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1316327.500000 Penalty: 4626.175781
	Iteration 29Q: 3 clusters Score -1316328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1316370.500000 Penalty: 4626.175781
	Iteration 30Q: 3 clusters Score -1316370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1316404.125000 Penalty: 4626.175781
	Iteration 31Q: 3 clusters Score -1316404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1316410.500000 Penalty: 4626.175781
	Iteration 32Q: 3 clusters Score -1316410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1316421.375000 Penalty: 4626.175781
	Iteration 33Q: 3 clusters Score -1316421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1316421.875000 Penalty: 4626.175781
	Iteration 34Q: 3 clusters Score -1316422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1316420.875000 Penalty: 4626.175781
	Iteration 35Q: 3 clusters Score -1316421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1316425.750000 Penalty: 4626.175781
	Iteration 36Q: 3 clusters Score -1316426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1316427.750000 Penalty: 4626.175781
	Iteration 37Q: 3 clusters Score -1316428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1316431.250000 Penalty: 4626.175781
	Iteration 38Q: 3 clusters Score -1316431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1316433.375000 Penalty: 4626.175781
	Iteration 39Q: 3 clusters Score -1316433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1316434.750000 Penalty: 4626.175781
	Iteration 40F: 3 clusters Score -1316435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Entering Unmasked Estep 
Score: -1022134.250000 Penalty: 2250.793457
	Iteration 0F: 2 clusters Score -1022134 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 4296 members 
Entering Unmasked Estep 
Score: -1015230.375000 Penalty: 4501.586914
	Iteration 0F: 3 clusters Score -1015230 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1017126.250000 Penalty: 4501.586914
	Iteration 1F: 3 clusters Score -1017126 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1017383.250000 Penalty: 4501.586914
	Iteration 2F: 3 clusters Score -1017383 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1017583.687500 Penalty: 4501.586914
	Iteration 3Q: 3 clusters Score -1017584 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1017784.312500 Penalty: 4501.586914
	Iteration 4Q: 3 clusters Score -1017784 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1018068.812500 Penalty: 4501.586914
	Iteration 5Q: 3 clusters Score -1018069 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1018388.187500 Penalty: 4501.586914
	Iteration 6Q: 3 clusters Score -1018388 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1018758.625000 Penalty: 4501.586914
	Iteration 7Q: 3 clusters Score -1018759 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1019133.312500 Penalty: 4501.586914
	Iteration 8Q: 3 clusters Score -1019133 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1019416.625000 Penalty: 4501.586914
	Iteration 9Q: 3 clusters Score -1019417 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1019596.125000 Penalty: 4501.586914
	Iteration 10Q: 3 clusters Score -1019596 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1019704.062500 Penalty: 4501.586914
	Iteration 11Q: 3 clusters Score -1019704 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1019791.250000 Penalty: 4501.586914
	Iteration 12Q: 3 clusters Score -1019791 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1019859.937500 Penalty: 4501.586914
	Iteration 13Q: 3 clusters Score -1019860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1019909.437500 Penalty: 4501.586914
	Iteration 14Q: 3 clusters Score -1019909 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1019947.812500 Penalty: 4501.586914
	Iteration 15Q: 3 clusters Score -1019948 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1019976.375000 Penalty: 4501.586914
	Iteration 16Q: 3 clusters Score -1019976 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1020002.062500 Penalty: 4501.586914
	Iteration 17Q: 3 clusters Score -1020002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1020038.625000 Penalty: 4501.586914
	Iteration 18Q: 3 clusters Score -1020039 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1020066.750000 Penalty: 4501.586914
	Iteration 19Q: 3 clusters Score -1020067 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1020088.625000 Penalty: 4501.586914
	Iteration 20F: 3 clusters Score -1020089 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1020118.375000 Penalty: 4501.586914
	Iteration 21Q: 3 clusters Score -1020118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1020148.875000 Penalty: 4501.586914
	Iteration 22Q: 3 clusters Score -1020149 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1020180.687500 Penalty: 4501.586914
	Iteration 23Q: 3 clusters Score -1020181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1020203.125000 Penalty: 4501.586914
	Iteration 24Q: 3 clusters Score -1020203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1020231.937500 Penalty: 4501.586914
	Iteration 25Q: 3 clusters Score -1020232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1020250.125000 Penalty: 4501.586914
	Iteration 26Q: 3 clusters Score -1020250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1020264.062500 Penalty: 4501.586914
	Iteration 27Q: 3 clusters Score -1020264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1020273.562500 Penalty: 4501.586914
	Iteration 28Q: 3 clusters Score -1020274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1020286.375000 Penalty: 4501.586914
	Iteration 29Q: 3 clusters Score -1020286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1020290.375000 Penalty: 4501.586914
	Iteration 30Q: 3 clusters Score -1020290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1020293.937500 Penalty: 4501.586914
	Iteration 31Q: 3 clusters Score -1020294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1020295.687500 Penalty: 4501.586914
	Iteration 32Q: 3 clusters Score -1020296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1020298.062500 Penalty: 4501.586914
	Iteration 33Q: 3 clusters Score -1020298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1020300.812500 Penalty: 4501.586914
	Iteration 34Q: 3 clusters Score -1020301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1020303.750000 Penalty: 4501.586914
	Iteration 35Q: 3 clusters Score -1020304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1020307.875000 Penalty: 4501.586914
	Iteration 36Q: 3 clusters Score -1020308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1020314.375000 Penalty: 4501.586914
	Iteration 37Q: 3 clusters Score -1020314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1020319.750000 Penalty: 4501.586914
	Iteration 38Q: 3 clusters Score -1020320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1020321.750000 Penalty: 4501.586914
	Iteration 39Q: 3 clusters Score -1020322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1020325.062500 Penalty: 4501.586914
	Iteration 40F: 3 clusters Score -1020325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1020327.125000 Penalty: 4501.586914
	Iteration 41Q: 3 clusters Score -1020327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1020330.000000 Penalty: 4501.586914
	Iteration 42Q: 3 clusters Score -1020330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1020331.500000 Penalty: 4501.586914
	Iteration 43Q: 3 clusters Score -1020332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1020332.875000 Penalty: 4501.586914
	Iteration 44Q: 3 clusters Score -1020333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1020333.437500 Penalty: 4501.586914
	Iteration 45Q: 3 clusters Score -1020333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1020334.375000 Penalty: 4501.586914
	Iteration 46Q: 3 clusters Score -1020334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1020334.437500 Penalty: 4501.586914
	Iteration 47Q: 3 clusters Score -1020334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1020335.375000 Penalty: 4501.586914
	Iteration 48Q: 3 clusters Score -1020335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1020335.687500 Penalty: 4501.586914
	Iteration 49Q: 3 clusters Score -1020336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1020336.500000 Penalty: 4501.586914
	Iteration 50Q: 3 clusters Score -1020336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1020337.250000 Penalty: 4501.586914
	Iteration 51Q: 3 clusters Score -1020337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1020340.062500 Penalty: 4501.586914
	Iteration 52Q: 3 clusters Score -1020340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1020340.687500 Penalty: 4501.586914
	Iteration 53Q: 3 clusters Score -1020341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1020342.437500 Penalty: 4501.586914
	Iteration 54Q: 3 clusters Score -1020342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1020344.000000 Penalty: 4501.586914
	Iteration 55Q: 3 clusters Score -1020344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1020343.375000 Penalty: 4501.586914
	Iteration 56Q: 3 clusters Score -1020343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1020343.375000 Penalty: 4501.586914
	Iteration 57F: 3 clusters Score -1020343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (193765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193765 members 
Entering Unmasked Estep 
Score: -22330256.000000 Penalty: 3019.251465
	Iteration 0F: 2 clusters Score -2.233026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96805 members 
Mstep: Class 2 contains 96960 members 
Entering Unmasked Estep 
Score: -22202008.000000 Penalty: 6038.502930
	Iteration 0F: 3 clusters Score -2.220201e+07 nChanged 93395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 98023 members 
Entering Unmasked Estep 
Score: -22257772.000000 Penalty: 6038.502930
	Iteration 1F: 3 clusters Score -2.225777e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94294 members 
Mstep: Class 2 contains 99471 members 
Entering Unmasked Estep 
Score: -22259916.000000 Penalty: 6038.502930
	Iteration 2Q: 3 clusters Score -2.225992e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 101731 members 
Entering Unmasked Estep 
Score: -22263172.000000 Penalty: 6038.502930
	Iteration 3Q: 3 clusters Score -2.226317e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88602 members 
Mstep: Class 2 contains 105163 members 
Entering Unmasked Estep 
Score: -22267996.000000 Penalty: 6038.502930
	Iteration 4F: 3 clusters Score -2.2268e+07 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84141 members 
Mstep: Class 2 contains 109624 members 
Entering Unmasked Estep 
Score: -22274828.000000 Penalty: 6038.502930
	Iteration 5F: 3 clusters Score -2.227483e+07 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 114836 members 
Entering Unmasked Estep 
Score: -22282836.000000 Penalty: 6038.502930
	Iteration 6F: 3 clusters Score -2.228284e+07 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 120303 members 
Entering Unmasked Estep 
Score: -22291616.000000 Penalty: 6038.502930
	Iteration 7F: 3 clusters Score -2.229162e+07 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 125181 members 
Entering Unmasked Estep 
Score: -22299698.000000 Penalty: 6038.502930
	Iteration 8F: 3 clusters Score -2.22997e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 129033 members 
Entering Unmasked Estep 
Score: -22305230.000000 Penalty: 6038.502930
	Iteration 9Q: 3 clusters Score -2.230523e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 132325 members 
Entering Unmasked Estep 
Score: -22307810.000000 Penalty: 6038.502930
	Iteration 10Q: 3 clusters Score -2.230781e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 135379 members 
Entering Unmasked Estep 
Score: -22309224.000000 Penalty: 6038.502930
	Iteration 11Q: 3 clusters Score -2.230922e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 138484 members 
Entering Unmasked Estep 
Score: -22310134.000000 Penalty: 6038.502930
	Iteration 12Q: 3 clusters Score -2.231013e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 141587 members 
Entering Unmasked Estep 
Score: -22311130.000000 Penalty: 6038.502930
	Iteration 13Q: 3 clusters Score -2.231113e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 144788 members 
Entering Unmasked Estep 
Score: -22312236.000000 Penalty: 6038.502930
	Iteration 14Q: 3 clusters Score -2.231224e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 148024 members 
Entering Unmasked Estep 
Score: -22313254.000000 Penalty: 6038.502930
	Iteration 15Q: 3 clusters Score -2.231325e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 151291 members 
Entering Unmasked Estep 
Score: -22314226.000000 Penalty: 6038.502930
	Iteration 16Q: 3 clusters Score -2.231423e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 154697 members 
Entering Unmasked Estep 
Score: -22315550.000000 Penalty: 6038.502930
	Iteration 17Q: 3 clusters Score -2.231555e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 158201 members 
Entering Unmasked Estep 
Score: -22316560.000000 Penalty: 6038.502930
	Iteration 18Q: 3 clusters Score -2.231656e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 161712 members 
Entering Unmasked Estep 
Score: -22317552.000000 Penalty: 6038.502930
	Iteration 19Q: 3 clusters Score -2.231755e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 165251 members 
Entering Unmasked Estep 
Score: -22318656.000000 Penalty: 6038.502930
	Iteration 20F: 3 clusters Score -2.231866e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 168741 members 
Entering Unmasked Estep 
Score: -22319776.000000 Penalty: 6038.502930
	Iteration 21Q: 3 clusters Score -2.231978e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 171993 members 
Entering Unmasked Estep 
Score: -22320998.000000 Penalty: 6038.502930
	Iteration 22Q: 3 clusters Score -2.2321e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 175056 members 
Entering Unmasked Estep 
Score: -22321874.000000 Penalty: 6038.502930
	Iteration 23Q: 3 clusters Score -2.232187e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 177978 members 
Entering Unmasked Estep 
Score: -22322788.000000 Penalty: 6038.502930
	Iteration 24Q: 3 clusters Score -2.232279e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 180615 members 
Entering Unmasked Estep 
Score: -22323828.000000 Penalty: 6038.502930
	Iteration 25Q: 3 clusters Score -2.232383e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 182987 members 
Entering Unmasked Estep 
Score: -22324908.000000 Penalty: 6038.502930
	Iteration 26Q: 3 clusters Score -2.232491e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 185090 members 
Entering Unmasked Estep 
Score: -22325838.000000 Penalty: 6038.502930
	Iteration 27Q: 3 clusters Score -2.232584e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 186828 members 
Entering Unmasked Estep 
Score: -22326488.000000 Penalty: 6038.502930
	Iteration 28Q: 3 clusters Score -2.232649e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 188225 members 
Entering Unmasked Estep 
Score: -22327106.000000 Penalty: 6038.502930
	Iteration 29Q: 3 clusters Score -2.232711e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 189311 members 
Entering Unmasked Estep 
Score: -22327618.000000 Penalty: 6038.502930
	Iteration 30Q: 3 clusters Score -2.232762e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 190127 members 
Entering Unmasked Estep 
Score: -22327910.000000 Penalty: 6038.502930
	Iteration 31Q: 3 clusters Score -2.232791e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 190701 members 
Entering Unmasked Estep 
Score: -22328024.000000 Penalty: 6038.502930
	Iteration 32Q: 3 clusters Score -2.232802e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 191116 members 
Entering Unmasked Estep 
Score: -22328128.000000 Penalty: 6038.502930
	Iteration 33Q: 3 clusters Score -2.232813e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 191418 members 
Entering Unmasked Estep 
Score: -22328216.000000 Penalty: 6038.502930
	Iteration 34Q: 3 clusters Score -2.232822e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 191673 members 
Entering Unmasked Estep 
Score: -22328344.000000 Penalty: 6038.502930
	Iteration 35Q: 3 clusters Score -2.232834e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 191845 members 
Entering Unmasked Estep 
Score: -22328294.000000 Penalty: 6038.502930
	Iteration 36Q: 3 clusters Score -2.232829e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 191960 members 
Entering Unmasked Estep 
Score: -22328360.000000 Penalty: 6038.502930
	Iteration 37Q: 3 clusters Score -2.232836e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 192033 members 
Entering Unmasked Estep 
Score: -22328386.000000 Penalty: 6038.502930
	Iteration 38Q: 3 clusters Score -2.232839e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 192087 members 
Entering Unmasked Estep 
Score: -22328378.000000 Penalty: 6038.502930
	Iteration 39Q: 3 clusters Score -2.232838e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 192126 members 
Entering Unmasked Estep 
Score: -22328390.000000 Penalty: 6038.502930
	Iteration 40F: 3 clusters Score -2.232839e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 192161 members 
Entering Unmasked Estep 
Score: -22328382.000000 Penalty: 6038.502930
	Iteration 41Q: 3 clusters Score -2.232838e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 192197 members 
Entering Unmasked Estep 
Score: -22328374.000000 Penalty: 6038.502930
	Iteration 42Q: 3 clusters Score -2.232837e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 192232 members 
Entering Unmasked Estep 
Score: -22328388.000000 Penalty: 6038.502930
	Iteration 43Q: 3 clusters Score -2.232839e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 192259 members 
Entering Unmasked Estep 
Score: -22328384.000000 Penalty: 6038.502930
	Iteration 44Q: 3 clusters Score -2.232838e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 192280 members 
Entering Unmasked Estep 
Score: -22328378.000000 Penalty: 6038.502930
	Iteration 45Q: 3 clusters Score -2.232838e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 192298 members 
Entering Unmasked Estep 
Score: -22328392.000000 Penalty: 6038.502930
	Iteration 46Q: 3 clusters Score -2.232839e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 192320 members 
Entering Unmasked Estep 
Score: -22328398.000000 Penalty: 6038.502930
	Iteration 47Q: 3 clusters Score -2.23284e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 192344 members 
Entering Unmasked Estep 
Score: -22328390.000000 Penalty: 6038.502930
	Iteration 48Q: 3 clusters Score -2.232839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 192365 members 
Entering Unmasked Estep 
Score: -22328416.000000 Penalty: 6038.502930
	Iteration 49Q: 3 clusters Score -2.232842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 192375 members 
Entering Unmasked Estep 
Score: -22328432.000000 Penalty: 6038.502930
	Iteration 50Q: 3 clusters Score -2.232843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 192384 members 
Entering Unmasked Estep 
Score: -22328428.000000 Penalty: 6038.502930
	Iteration 51Q: 3 clusters Score -2.232843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 192391 members 
Entering Unmasked Estep 
Score: -22328426.000000 Penalty: 6038.502930
	Iteration 52Q: 3 clusters Score -2.232843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 192396 members 
Entering Unmasked Estep 
Score: -22328438.000000 Penalty: 6038.502930
	Iteration 53Q: 3 clusters Score -2.232844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 192399 members 
Entering Unmasked Estep 
Score: -22328440.000000 Penalty: 6038.502930
	Iteration 54Q: 3 clusters Score -2.232844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 192405 members 
Entering Unmasked Estep 
Score: -22328424.000000 Penalty: 6038.502930
	Iteration 55Q: 3 clusters Score -2.232842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 192413 members 
Entering Unmasked Estep 
Score: -22328434.000000 Penalty: 6038.502930
	Iteration 56Q: 3 clusters Score -2.232843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 192416 members 
Entering Unmasked Estep 
Score: -22328440.000000 Penalty: 6038.502930
	Iteration 57Q: 3 clusters Score -2.232844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 192418 members 
Entering Unmasked Estep 
Score: -22328452.000000 Penalty: 6038.502930
	Iteration 58Q: 3 clusters Score -2.232845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 192421 members 
Entering Unmasked Estep 
Score: -22328440.000000 Penalty: 6038.502930
	Iteration 59Q: 3 clusters Score -2.232844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 192424 members 
Entering Unmasked Estep 
Score: -22328440.000000 Penalty: 6038.502930
	Iteration 60F: 3 clusters Score -2.232844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 192428 members 
Entering Unmasked Estep 
Score: -22328450.000000 Penalty: 6038.502930
	Iteration 61Q: 3 clusters Score -2.232845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 192432 members 
Entering Unmasked Estep 
Score: -22328462.000000 Penalty: 6038.502930
	Iteration 62Q: 3 clusters Score -2.232846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 192436 members 
Entering Unmasked Estep 
Score: -22328430.000000 Penalty: 6038.502930
	Iteration 63Q: 3 clusters Score -2.232843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 192441 members 
Entering Unmasked Estep 
Score: -22328434.000000 Penalty: 6038.502930
	Iteration 64Q: 3 clusters Score -2.232843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 192447 members 
Entering Unmasked Estep 
Score: -22328422.000000 Penalty: 6038.502930
	Iteration 65Q: 3 clusters Score -2.232842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 192456 members 
Entering Unmasked Estep 
Score: -22328422.000000 Penalty: 6038.502930
	Iteration 66Q: 3 clusters Score -2.232842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 192461 members 
Entering Unmasked Estep 
Score: -22328438.000000 Penalty: 6038.502930
	Iteration 67Q: 3 clusters Score -2.232844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 192465 members 
Entering Unmasked Estep 
Score: -22328412.000000 Penalty: 6038.502930
	Iteration 68Q: 3 clusters Score -2.232841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 192469 members 
Entering Unmasked Estep 
Score: -22328432.000000 Penalty: 6038.502930
	Iteration 69Q: 3 clusters Score -2.232843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 192473 members 
Entering Unmasked Estep 
Score: -22328438.000000 Penalty: 6038.502930
	Iteration 70Q: 3 clusters Score -2.232844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 192482 members 
Entering Unmasked Estep 
Score: -22328432.000000 Penalty: 6038.502930
	Iteration 71Q: 3 clusters Score -2.232843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 192488 members 
Entering Unmasked Estep 
Score: -22328436.000000 Penalty: 6038.502930
	Iteration 72Q: 3 clusters Score -2.232844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 192493 members 
Entering Unmasked Estep 
Score: -22328442.000000 Penalty: 6038.502930
	Iteration 73Q: 3 clusters Score -2.232844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 192499 members 
Entering Unmasked Estep 
Score: -22328436.000000 Penalty: 6038.502930
	Iteration 74Q: 3 clusters Score -2.232844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 192501 members 
Entering Unmasked Estep 
Score: -22328422.000000 Penalty: 6038.502930
	Iteration 75Q: 3 clusters Score -2.232842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 192506 members 
Entering Unmasked Estep 
Score: -22328424.000000 Penalty: 6038.502930
	Iteration 76Q: 3 clusters Score -2.232842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 192512 members 
Entering Unmasked Estep 
Score: -22328448.000000 Penalty: 6038.502930
	Iteration 77Q: 3 clusters Score -2.232845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 192518 members 
Entering Unmasked Estep 
Score: -22328434.000000 Penalty: 6038.502930
	Iteration 78Q: 3 clusters Score -2.232843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 192521 members 
Entering Unmasked Estep 
Score: -22328446.000000 Penalty: 6038.502930
	Iteration 79Q: 3 clusters Score -2.232845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 192527 members 
Entering Unmasked Estep 
Score: -22328444.000000 Penalty: 6038.502930
	Iteration 80F: 3 clusters Score -2.232844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 192534 members 
Entering Unmasked Estep 
Score: -22328440.000000 Penalty: 6038.502930
	Iteration 81Q: 3 clusters Score -2.232844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 192535 members 
Entering Unmasked Estep 
Score: -22328442.000000 Penalty: 6038.502930
	Iteration 82Q: 3 clusters Score -2.232844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 192535 members 
Entering Unmasked Estep 
Score: -22328442.000000 Penalty: 6038.502930
	Iteration 83F: 3 clusters Score -2.232844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (150303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150303 members 
Entering Unmasked Estep 
Score: -17477260.000000 Penalty: 2956.261230
	Iteration 0F: 2 clusters Score -1.747726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -17376616.000000 Penalty: 5912.522461
	Iteration 0F: 3 clusters Score -1.737662e+07 nChanged 71870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -17418564.000000 Penalty: 5912.522461
	Iteration 1F: 3 clusters Score -1.741856e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75420 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -17420084.000000 Penalty: 5912.522461
	Iteration 2Q: 3 clusters Score -1.742008e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -17422382.000000 Penalty: 5912.522461
	Iteration 3Q: 3 clusters Score -1.742238e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -17425724.000000 Penalty: 5912.522461
	Iteration 4Q: 3 clusters Score -1.742572e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
Score: -17430192.000000 Penalty: 5912.522461
	Iteration 5F: 3 clusters Score -1.743019e+07 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 75738 members 
Entering Unmasked Estep 
Score: -17436382.000000 Penalty: 5912.522461
	Iteration 6F: 3 clusters Score -1.743638e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73956 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -17443306.000000 Penalty: 5912.522461
	Iteration 7F: 3 clusters Score -1.744331e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 76733 members 
Entering Unmasked Estep 
Score: -17450198.000000 Penalty: 5912.522461
	Iteration 8F: 3 clusters Score -1.74502e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 76947 members 
Entering Unmasked Estep 
Score: -17455056.000000 Penalty: 5912.522461
	Iteration 9F: 3 clusters Score -1.745506e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 76965 members 
Entering Unmasked Estep 
Score: -17457158.000000 Penalty: 5912.522461
	Iteration 10Q: 3 clusters Score -1.745716e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -17457760.000000 Penalty: 5912.522461
	Iteration 11Q: 3 clusters Score -1.745776e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73340 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -17457974.000000 Penalty: 5912.522461
	Iteration 12Q: 3 clusters Score -1.745797e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -17458082.000000 Penalty: 5912.522461
	Iteration 13Q: 3 clusters Score -1.745808e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -17458252.000000 Penalty: 5912.522461
	Iteration 14Q: 3 clusters Score -1.745825e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 76884 members 
Entering Unmasked Estep 
Score: -17458352.000000 Penalty: 5912.522461
	Iteration 15Q: 3 clusters Score -1.745835e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 76851 members 
Entering Unmasked Estep 
Score: -17458436.000000 Penalty: 5912.522461
	Iteration 16Q: 3 clusters Score -1.745844e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 76813 members 
Entering Unmasked Estep 
Score: -17458504.000000 Penalty: 5912.522461
	Iteration 17Q: 3 clusters Score -1.74585e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 76787 members 
Entering Unmasked Estep 
Score: -17458562.000000 Penalty: 5912.522461
	Iteration 18Q: 3 clusters Score -1.745856e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 76746 members 
Entering Unmasked Estep 
Score: -17458608.000000 Penalty: 5912.522461
	Iteration 19Q: 3 clusters Score -1.745861e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -17458676.000000 Penalty: 5912.522461
	Iteration 20F: 3 clusters Score -1.745868e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 76675 members 
Entering Unmasked Estep 
Score: -17458680.000000 Penalty: 5912.522461
	Iteration 21Q: 3 clusters Score -1.745868e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73654 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -17458672.000000 Penalty: 5912.522461
	Iteration 22Q: 3 clusters Score -1.745867e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
Score: -17458668.000000 Penalty: 5912.522461
	Iteration 23Q: 3 clusters Score -1.745867e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -17458678.000000 Penalty: 5912.522461
	Iteration 24Q: 3 clusters Score -1.745868e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -17458708.000000 Penalty: 5912.522461
	Iteration 25Q: 3 clusters Score -1.745871e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -17458756.000000 Penalty: 5912.522461
	Iteration 26Q: 3 clusters Score -1.745876e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -17458794.000000 Penalty: 5912.522461
	Iteration 27Q: 3 clusters Score -1.745879e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73785 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -17458838.000000 Penalty: 5912.522461
	Iteration 28Q: 3 clusters Score -1.745884e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -17458916.000000 Penalty: 5912.522461
	Iteration 29Q: 3 clusters Score -1.745892e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -17458938.000000 Penalty: 5912.522461
	Iteration 30Q: 3 clusters Score -1.745894e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -17458938.000000 Penalty: 5912.522461
	Iteration 31Q: 3 clusters Score -1.745894e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -17458972.000000 Penalty: 5912.522461
	Iteration 32Q: 3 clusters Score -1.745897e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 76582 members 
Entering Unmasked Estep 
Score: -17459000.000000 Penalty: 5912.522461
	Iteration 33Q: 3 clusters Score -1.7459e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -17458952.000000 Penalty: 5912.522461
	Iteration 34Q: 3 clusters Score -1.745895e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73535 members 
Mstep: Class 2 contains 76768 members 
Entering Unmasked Estep 
Score: -17458998.000000 Penalty: 5912.522461
	Iteration 35Q: 3 clusters Score -1.7459e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73407 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -17458992.000000 Penalty: 5912.522461
	Iteration 36Q: 3 clusters Score -1.745899e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -17459026.000000 Penalty: 5912.522461
	Iteration 37Q: 3 clusters Score -1.745903e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -17459078.000000 Penalty: 5912.522461
	Iteration 38Q: 3 clusters Score -1.745908e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -17459078.000000 Penalty: 5912.522461
	Iteration 39Q: 3 clusters Score -1.745908e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -17459168.000000 Penalty: 5912.522461
	Iteration 40F: 3 clusters Score -1.745917e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 77669 members 
Entering Unmasked Estep 
Score: -17459192.000000 Penalty: 5912.522461
	Iteration 41Q: 3 clusters Score -1.745919e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72408 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -17459186.000000 Penalty: 5912.522461
	Iteration 42Q: 3 clusters Score -1.745919e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72148 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -17459214.000000 Penalty: 5912.522461
	Iteration 43Q: 3 clusters Score -1.745921e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 78407 members 
Entering Unmasked Estep 
Score: -17459254.000000 Penalty: 5912.522461
	Iteration 44Q: 3 clusters Score -1.745925e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71599 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -17459218.000000 Penalty: 5912.522461
	Iteration 45Q: 3 clusters Score -1.745922e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -17459250.000000 Penalty: 5912.522461
	Iteration 46Q: 3 clusters Score -1.745925e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -17459274.000000 Penalty: 5912.522461
	Iteration 47Q: 3 clusters Score -1.745927e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -17459350.000000 Penalty: 5912.522461
	Iteration 48Q: 3 clusters Score -1.745935e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70044 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -17459412.000000 Penalty: 5912.522461
	Iteration 49Q: 3 clusters Score -1.745941e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 80742 members 
Entering Unmasked Estep 
Score: -17459460.000000 Penalty: 5912.522461
	Iteration 50Q: 3 clusters Score -1.745946e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69074 members 
Mstep: Class 2 contains 81229 members 
Entering Unmasked Estep 
Score: -17459550.000000 Penalty: 5912.522461
	Iteration 51Q: 3 clusters Score -1.745955e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 81740 members 
Entering Unmasked Estep 
Score: -17459582.000000 Penalty: 5912.522461
	Iteration 52Q: 3 clusters Score -1.745958e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -17459650.000000 Penalty: 5912.522461
	Iteration 53Q: 3 clusters Score -1.745965e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67333 members 
Mstep: Class 2 contains 82970 members 
Entering Unmasked Estep 
Score: -17459712.000000 Penalty: 5912.522461
	Iteration 54Q: 3 clusters Score -1.745971e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
Score: -17459770.000000 Penalty: 5912.522461
	Iteration 55Q: 3 clusters Score -1.745977e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -17459826.000000 Penalty: 5912.522461
	Iteration 56Q: 3 clusters Score -1.745983e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -17459886.000000 Penalty: 5912.522461
	Iteration 57Q: 3 clusters Score -1.745989e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 85924 members 
Entering Unmasked Estep 
Score: -17460060.000000 Penalty: 5912.522461
	Iteration 58Q: 3 clusters Score -1.746006e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -17460232.000000 Penalty: 5912.522461
	Iteration 59Q: 3 clusters Score -1.746023e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 87817 members 
Entering Unmasked Estep 
Score: -17460406.000000 Penalty: 5912.522461
	Iteration 60F: 3 clusters Score -1.746041e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -17460536.000000 Penalty: 5912.522461
	Iteration 61Q: 3 clusters Score -1.746054e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -17460824.000000 Penalty: 5912.522461
	Iteration 62Q: 3 clusters Score -1.746082e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 91209 members 
Entering Unmasked Estep 
Score: -17461118.000000 Penalty: 5912.522461
	Iteration 63Q: 3 clusters Score -1.746112e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -17461298.000000 Penalty: 5912.522461
	Iteration 64Q: 3 clusters Score -1.74613e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -17461620.000000 Penalty: 5912.522461
	Iteration 65Q: 3 clusters Score -1.746162e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 95218 members 
Entering Unmasked Estep 
Score: -17461870.000000 Penalty: 5912.522461
	Iteration 66Q: 3 clusters Score -1.746187e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -17462082.000000 Penalty: 5912.522461
	Iteration 67Q: 3 clusters Score -1.746208e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 98073 members 
Entering Unmasked Estep 
Score: -17462436.000000 Penalty: 5912.522461
	Iteration 68Q: 3 clusters Score -1.746244e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 99620 members 
Entering Unmasked Estep 
Score: -17462878.000000 Penalty: 5912.522461
	Iteration 69Q: 3 clusters Score -1.746288e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 101159 members 
Entering Unmasked Estep 
Score: -17463268.000000 Penalty: 5912.522461
	Iteration 70Q: 3 clusters Score -1.746327e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 102716 members 
Entering Unmasked Estep 
Score: -17463696.000000 Penalty: 5912.522461
	Iteration 71Q: 3 clusters Score -1.74637e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 104312 members 
Entering Unmasked Estep 
Score: -17463970.000000 Penalty: 5912.522461
	Iteration 72Q: 3 clusters Score -1.746397e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 105889 members 
Entering Unmasked Estep 
Score: -17464288.000000 Penalty: 5912.522461
	Iteration 73Q: 3 clusters Score -1.746429e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 107470 members 
Entering Unmasked Estep 
Score: -17464582.000000 Penalty: 5912.522461
	Iteration 74Q: 3 clusters Score -1.746458e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 109095 members 
Entering Unmasked Estep 
Score: -17464918.000000 Penalty: 5912.522461
	Iteration 75Q: 3 clusters Score -1.746492e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 110751 members 
Entering Unmasked Estep 
Score: -17465252.000000 Penalty: 5912.522461
	Iteration 76Q: 3 clusters Score -1.746525e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 112386 members 
Entering Unmasked Estep 
Score: -17465506.000000 Penalty: 5912.522461
	Iteration 77Q: 3 clusters Score -1.746551e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 114051 members 
Entering Unmasked Estep 
Score: -17465836.000000 Penalty: 5912.522461
	Iteration 78Q: 3 clusters Score -1.746584e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 115772 members 
Entering Unmasked Estep 
Score: -17466232.000000 Penalty: 5912.522461
	Iteration 79Q: 3 clusters Score -1.746623e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 117511 members 
Entering Unmasked Estep 
Score: -17466692.000000 Penalty: 5912.522461
	Iteration 80F: 3 clusters Score -1.746669e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 119219 members 
Entering Unmasked Estep 
Score: -17467098.000000 Penalty: 5912.522461
	Iteration 81Q: 3 clusters Score -1.74671e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 120909 members 
Entering Unmasked Estep 
Score: -17467456.000000 Penalty: 5912.522461
	Iteration 82Q: 3 clusters Score -1.746746e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 122592 members 
Entering Unmasked Estep 
Score: -17467910.000000 Penalty: 5912.522461
	Iteration 83Q: 3 clusters Score -1.746791e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 124191 members 
Entering Unmasked Estep 
Score: -17468448.000000 Penalty: 5912.522461
	Iteration 84Q: 3 clusters Score -1.746845e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 125782 members 
Entering Unmasked Estep 
Score: -17468820.000000 Penalty: 5912.522461
	Iteration 85Q: 3 clusters Score -1.746882e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 127385 members 
Entering Unmasked Estep 
Score: -17469276.000000 Penalty: 5912.522461
	Iteration 86Q: 3 clusters Score -1.746928e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 128951 members 
Entering Unmasked Estep 
Score: -17469746.000000 Penalty: 5912.522461
	Iteration 87Q: 3 clusters Score -1.746975e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 130437 members 
Entering Unmasked Estep 
Score: -17470060.000000 Penalty: 5912.522461
	Iteration 88Q: 3 clusters Score -1.747006e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 131900 members 
Entering Unmasked Estep 
Score: -17470500.000000 Penalty: 5912.522461
	Iteration 89Q: 3 clusters Score -1.74705e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 133322 members 
Entering Unmasked Estep 
Score: -17470980.000000 Penalty: 5912.522461
	Iteration 90Q: 3 clusters Score -1.747098e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 134651 members 
Entering Unmasked Estep 
Score: -17471408.000000 Penalty: 5912.522461
	Iteration 91Q: 3 clusters Score -1.747141e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 135889 members 
Entering Unmasked Estep 
Score: -17471728.000000 Penalty: 5912.522461
	Iteration 92Q: 3 clusters Score -1.747173e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 137084 members 
Entering Unmasked Estep 
Score: -17472224.000000 Penalty: 5912.522461
	Iteration 93Q: 3 clusters Score -1.747222e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 138198 members 
Entering Unmasked Estep 
Score: -17472664.000000 Penalty: 5912.522461
	Iteration 94Q: 3 clusters Score -1.747266e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 139242 members 
Entering Unmasked Estep 
Score: -17472994.000000 Penalty: 5912.522461
	Iteration 95Q: 3 clusters Score -1.747299e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 140196 members 
Entering Unmasked Estep 
Score: -17473338.000000 Penalty: 5912.522461
	Iteration 96Q: 3 clusters Score -1.747334e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 141072 members 
Entering Unmasked Estep 
Score: -17473608.000000 Penalty: 5912.522461
	Iteration 97Q: 3 clusters Score -1.747361e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 141902 members 
Entering Unmasked Estep 
Score: -17473880.000000 Penalty: 5912.522461
	Iteration 98Q: 3 clusters Score -1.747388e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 142664 members 
Entering Unmasked Estep 
Score: -17474102.000000 Penalty: 5912.522461
	Iteration 99Q: 3 clusters Score -1.74741e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 143323 members 
Entering Unmasked Estep 
Score: -17474362.000000 Penalty: 5912.522461
	Iteration 100F: 3 clusters Score -1.747436e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 143887 members 
Entering Unmasked Estep 
Score: -17474518.000000 Penalty: 5912.522461
	Iteration 101Q: 3 clusters Score -1.747452e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 144384 members 
Entering Unmasked Estep 
Score: -17474662.000000 Penalty: 5912.522461
	Iteration 102Q: 3 clusters Score -1.747466e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 144869 members 
Entering Unmasked Estep 
Score: -17474792.000000 Penalty: 5912.522461
	Iteration 103Q: 3 clusters Score -1.747479e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 145262 members 
Entering Unmasked Estep 
Score: -17474908.000000 Penalty: 5912.522461
	Iteration 104Q: 3 clusters Score -1.747491e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 145619 members 
Entering Unmasked Estep 
Score: -17474980.000000 Penalty: 5912.522461
	Iteration 105Q: 3 clusters Score -1.747498e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 145924 members 
Entering Unmasked Estep 
Score: -17475016.000000 Penalty: 5912.522461
	Iteration 106Q: 3 clusters Score -1.747502e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 146167 members 
Entering Unmasked Estep 
Score: -17475124.000000 Penalty: 5912.522461
	Iteration 107Q: 3 clusters Score -1.747512e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 146368 members 
Entering Unmasked Estep 
Score: -17475164.000000 Penalty: 5912.522461
	Iteration 108Q: 3 clusters Score -1.747516e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 146559 members 
Entering Unmasked Estep 
Score: -17475176.000000 Penalty: 5912.522461
	Iteration 109Q: 3 clusters Score -1.747518e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 146728 members 
Entering Unmasked Estep 
Score: -17475232.000000 Penalty: 5912.522461
	Iteration 110Q: 3 clusters Score -1.747523e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 146870 members 
Entering Unmasked Estep 
Score: -17475256.000000 Penalty: 5912.522461
	Iteration 111Q: 3 clusters Score -1.747526e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 146989 members 
Entering Unmasked Estep 
Score: -17475276.000000 Penalty: 5912.522461
	Iteration 112Q: 3 clusters Score -1.747528e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 147100 members 
Entering Unmasked Estep 
Score: -17475316.000000 Penalty: 5912.522461
	Iteration 113Q: 3 clusters Score -1.747532e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 147202 members 
Entering Unmasked Estep 
Score: -17475326.000000 Penalty: 5912.522461
	Iteration 114Q: 3 clusters Score -1.747533e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 147279 members 
Entering Unmasked Estep 
Score: -17475344.000000 Penalty: 5912.522461
	Iteration 115Q: 3 clusters Score -1.747534e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 147357 members 
Entering Unmasked Estep 
Score: -17475364.000000 Penalty: 5912.522461
	Iteration 116Q: 3 clusters Score -1.747536e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 147418 members 
Entering Unmasked Estep 
Score: -17475366.000000 Penalty: 5912.522461
	Iteration 117Q: 3 clusters Score -1.747537e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 147467 members 
Entering Unmasked Estep 
Score: -17475364.000000 Penalty: 5912.522461
	Iteration 118Q: 3 clusters Score -1.747536e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 147503 members 
Entering Unmasked Estep 
Score: -17475382.000000 Penalty: 5912.522461
	Iteration 119Q: 3 clusters Score -1.747538e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 147540 members 
Entering Unmasked Estep 
Score: -17475390.000000 Penalty: 5912.522461
	Iteration 120F: 3 clusters Score -1.747539e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 147567 members 
Entering Unmasked Estep 
Score: -17475398.000000 Penalty: 5912.522461
	Iteration 121Q: 3 clusters Score -1.74754e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 147598 members 
Entering Unmasked Estep 
Score: -17475398.000000 Penalty: 5912.522461
	Iteration 122Q: 3 clusters Score -1.74754e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 147626 members 
Entering Unmasked Estep 
Score: -17475404.000000 Penalty: 5912.522461
	Iteration 123Q: 3 clusters Score -1.74754e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 147652 members 
Entering Unmasked Estep 
Score: -17475378.000000 Penalty: 5912.522461
	Iteration 124Q: 3 clusters Score -1.747538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 147675 members 
Entering Unmasked Estep 
Score: -17475364.000000 Penalty: 5912.522461
	Iteration 125Q: 3 clusters Score -1.747536e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 147697 members 
Entering Unmasked Estep 
Score: -17475374.000000 Penalty: 5912.522461
	Iteration 126Q: 3 clusters Score -1.747537e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 147720 members 
Entering Unmasked Estep 
Score: -17475388.000000 Penalty: 5912.522461
	Iteration 127Q: 3 clusters Score -1.747539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 147734 members 
Entering Unmasked Estep 
Score: -17475372.000000 Penalty: 5912.522461
	Iteration 128Q: 3 clusters Score -1.747537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 147745 members 
Entering Unmasked Estep 
Score: -17475378.000000 Penalty: 5912.522461
	Iteration 129Q: 3 clusters Score -1.747538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 147752 members 
Entering Unmasked Estep 
Score: -17475368.000000 Penalty: 5912.522461
	Iteration 130Q: 3 clusters Score -1.747537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 147760 members 
Entering Unmasked Estep 
Score: -17475362.000000 Penalty: 5912.522461
	Iteration 131Q: 3 clusters Score -1.747536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 147767 members 
Entering Unmasked Estep 
Score: -17475356.000000 Penalty: 5912.522461
	Iteration 132Q: 3 clusters Score -1.747536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 147777 members 
Entering Unmasked Estep 
Score: -17475368.000000 Penalty: 5912.522461
	Iteration 133Q: 3 clusters Score -1.747537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 147792 members 
Entering Unmasked Estep 
Score: -17475352.000000 Penalty: 5912.522461
	Iteration 134Q: 3 clusters Score -1.747535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 147805 members 
Entering Unmasked Estep 
Score: -17475370.000000 Penalty: 5912.522461
	Iteration 135Q: 3 clusters Score -1.747537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 147817 members 
Entering Unmasked Estep 
Score: -17475390.000000 Penalty: 5912.522461
	Iteration 136Q: 3 clusters Score -1.747539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 147830 members 
Entering Unmasked Estep 
Score: -17475408.000000 Penalty: 5912.522461
	Iteration 137Q: 3 clusters Score -1.747541e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 147847 members 
Entering Unmasked Estep 
Score: -17475400.000000 Penalty: 5912.522461
	Iteration 138Q: 3 clusters Score -1.74754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 147862 members 
Entering Unmasked Estep 
Score: -17475414.000000 Penalty: 5912.522461
	Iteration 139Q: 3 clusters Score -1.747541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 147869 members 
Entering Unmasked Estep 
Score: -17475406.000000 Penalty: 5912.522461
	Iteration 140F: 3 clusters Score -1.747541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 147880 members 
Entering Unmasked Estep 
Score: -17475400.000000 Penalty: 5912.522461
	Iteration 141Q: 3 clusters Score -1.74754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 147885 members 
Entering Unmasked Estep 
Score: -17475388.000000 Penalty: 5912.522461
	Iteration 142Q: 3 clusters Score -1.747539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 147889 members 
Entering Unmasked Estep 
Score: -17475402.000000 Penalty: 5912.522461
	Iteration 143Q: 3 clusters Score -1.74754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 147889 members 
Entering Unmasked Estep 
Score: -17475392.000000 Penalty: 5912.522461
	Iteration 144Q: 3 clusters Score -1.747539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 147891 members 
Entering Unmasked Estep 
Score: -17475386.000000 Penalty: 5912.522461
	Iteration 145Q: 3 clusters Score -1.747539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 147893 members 
Entering Unmasked Estep 
Score: -17475396.000000 Penalty: 5912.522461
	Iteration 146Q: 3 clusters Score -1.74754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 147896 members 
Entering Unmasked Estep 
Score: -17475390.000000 Penalty: 5912.522461
	Iteration 147Q: 3 clusters Score -1.747539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 147901 members 
Entering Unmasked Estep 
Score: -17475388.000000 Penalty: 5912.522461
	Iteration 148Q: 3 clusters Score -1.747539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 147902 members 
Entering Unmasked Estep 
Score: -17475384.000000 Penalty: 5912.522461
	Iteration 149Q: 3 clusters Score -1.747538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 147904 members 
Entering Unmasked Estep 
Score: -17475382.000000 Penalty: 5912.522461
	Iteration 150Q: 3 clusters Score -1.747538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 147906 members 
Entering Unmasked Estep 
Score: -17475390.000000 Penalty: 5912.522461
	Iteration 151Q: 3 clusters Score -1.747539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 147907 members 
Entering Unmasked Estep 
Score: -17475388.000000 Penalty: 5912.522461
	Iteration 152Q: 3 clusters Score -1.747539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 147907 members 
Entering Unmasked Estep 
Score: -17475388.000000 Penalty: 5912.522461
	Iteration 153F: 3 clusters Score -1.747539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 280204 members 
Mstep: Class 3 contains 13040 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 377 members 
Mstep: Class 7 contains 74392 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 19967 members 
Mstep: Class 11 contains 6163 members 
Mstep: Class 12 contains 15417 members 
Mstep: Class 14 contains 11237 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 19 contains 193765 members 
Mstep: Class 20 contains 150303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92662840.000000 Penalty: 70917.242188
Iteration 39Q: 22 clusters Score -9.266284e+07 nChanged 17965
Entering Unmasked Mstep 
Mstep: Class 0 contains 1180 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 288804 members 
Mstep: Class 3 contains 13084 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 73121 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 19988 members 
Mstep: Class 11 contains 6170 members 
Mstep: Class 12 contains 15845 members 
Mstep: Class 13 contains 32925 members 
Mstep: Class 14 contains 11382 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 8327 members 
Mstep: Class 17 contains 644 members 
Mstep: Class 18 contains 1438 members 
Mstep: Class 19 contains 187782 members 
Mstep: Class 20 contains 147153 members 
Mstep: Class 21 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669504.000000 Penalty: 70917.242188
Iteration 40F: 22 clusters Score -9.26695e+07 nChanged 19049
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 297485 members 
Mstep: Class 3 contains 12977 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 71844 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 20034 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 17671 members 
Mstep: Class 13 contains 34388 members 
Mstep: Class 14 contains 11570 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 646 members 
Mstep: Class 18 contains 1543 members 
Mstep: Class 19 contains 180998 members 
Mstep: Class 20 contains 143319 members 
Mstep: Class 21 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92674104.000000 Penalty: 70917.242188
Iteration 41Q: 22 clusters Score -9.26741e+07 nChanged 19395
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 306110 members 
Mstep: Class 3 contains 12959 members 
Mstep: Class 4 contains 625 members 
Mstep: Class 5 contains 764 members 
Mstep: Class 6 contains 506 members 
Mstep: Class 7 contains 70655 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 20097 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 19142 members 
Mstep: Class 13 contains 35717 members 
Mstep: Class 14 contains 11860 members 
Mstep: Class 15 contains 4335 members 
Mstep: Class 16 contains 7671 members 
Mstep: Class 17 contains 645 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 174325 members 
Mstep: Class 20 contains 139599 members 
Mstep: Class 21 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92674312.000000 Penalty: 70917.242188
Iteration 42Q: 22 clusters Score -9.267431e+07 nChanged 19338
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 313778 members 
Mstep: Class 3 contains 12964 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 69612 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 20158 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 20384 members 
Mstep: Class 13 contains 36993 members 
Mstep: Class 14 contains 12190 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 7408 members 
Mstep: Class 17 contains 644 members 
Mstep: Class 18 contains 1666 members 
Mstep: Class 19 contains 168558 members 
Mstep: Class 20 contains 136005 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671176.000000 Penalty: 70917.242188
Iteration 43Q: 22 clusters Score -9.267118e+07 nChanged 18283
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 319320 members 
Mstep: Class 3 contains 12982 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 68811 members 
Mstep: Class 8 contains 2452 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 5983 members 
Mstep: Class 12 contains 21474 members 
Mstep: Class 13 contains 38205 members 
Mstep: Class 14 contains 12636 members 
Mstep: Class 15 contains 4331 members 
Mstep: Class 16 contains 7158 members 
Mstep: Class 17 contains 644 members 
Mstep: Class 18 contains 1713 members 
Mstep: Class 19 contains 164382 members 
Mstep: Class 20 contains 132781 members 
Mstep: Class 21 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667576.000000 Penalty: 70917.242188
Iteration 44Q: 22 clusters Score -9.266758e+07 nChanged 16588
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 322880 members 
Mstep: Class 3 contains 13011 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 68140 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 20393 members 
Mstep: Class 11 contains 5895 members 
Mstep: Class 12 contains 22495 members 
Mstep: Class 13 contains 39230 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 4332 members 
Mstep: Class 16 contains 6940 members 
Mstep: Class 17 contains 644 members 
Mstep: Class 18 contains 1747 members 
Mstep: Class 19 contains 161512 members 
Mstep: Class 20 contains 130104 members 
Mstep: Class 21 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92663672.000000 Penalty: 70917.242188
Iteration 45Q: 22 clusters Score -9.266367e+07 nChanged 14446
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 324371 members 
Mstep: Class 3 contains 13044 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 549 members 
Mstep: Class 7 contains 67707 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 20567 members 
Mstep: Class 11 contains 5854 members 
Mstep: Class 12 contains 23458 members 
Mstep: Class 13 contains 40116 members 
Mstep: Class 14 contains 13882 members 
Mstep: Class 15 contains 4329 members 
Mstep: Class 16 contains 6801 members 
Mstep: Class 17 contains 644 members 
Mstep: Class 18 contains 1779 members 
Mstep: Class 19 contains 160022 members 
Mstep: Class 20 contains 127885 members 
Mstep: Class 21 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92661784.000000 Penalty: 70917.242188
Iteration 46Q: 22 clusters Score -9.266178e+07 nChanged 12011
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 324684 members 
Mstep: Class 3 contains 13049 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 67410 members 
Mstep: Class 8 contains 2452 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 20739 members 
Mstep: Class 11 contains 5838 members 
Mstep: Class 12 contains 24316 members 
Mstep: Class 13 contains 40804 members 
Mstep: Class 14 contains 14672 members 
Mstep: Class 15 contains 4326 members 
Mstep: Class 16 contains 6737 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 18 contains 1812 members 
Mstep: Class 19 contains 159247 members 
Mstep: Class 20 contains 126084 members 
Mstep: Class 21 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92661432.000000 Penalty: 70917.242188
Iteration 47Q: 22 clusters Score -9.266143e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 324395 members 
Mstep: Class 3 contains 13063 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 562 members 
Mstep: Class 7 contains 67151 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 20921 members 
Mstep: Class 11 contains 5826 members 
Mstep: Class 12 contains 25073 members 
Mstep: Class 13 contains 41284 members 
Mstep: Class 14 contains 15530 members 
Mstep: Class 15 contains 4325 members 
Mstep: Class 16 contains 6708 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 19 contains 158918 members 
Mstep: Class 20 contains 124612 members 
Mstep: Class 21 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92662320.000000 Penalty: 70917.242188
Iteration 48Q: 22 clusters Score -9.266232e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 324004 members 
Mstep: Class 3 contains 13068 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 562 members 
Mstep: Class 7 contains 66898 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 21094 members 
Mstep: Class 11 contains 5820 members 
Mstep: Class 12 contains 25715 members 
Mstep: Class 13 contains 41573 members 
Mstep: Class 14 contains 16391 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 19 contains 158681 members 
Mstep: Class 20 contains 123455 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92662672.000000 Penalty: 70917.242188
Iteration 49Q: 22 clusters Score -9.266267e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 323516 members 
Mstep: Class 3 contains 13068 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 66656 members 
Mstep: Class 8 contains 2454 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 21254 members 
Mstep: Class 11 contains 5821 members 
Mstep: Class 12 contains 26282 members 
Mstep: Class 13 contains 41774 members 
Mstep: Class 14 contains 17224 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 158598 members 
Mstep: Class 20 contains 122446 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92663344.000000 Penalty: 70917.242188
Iteration 50Q: 22 clusters Score -9.266334e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 322945 members 
Mstep: Class 3 contains 13063 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 7 contains 66481 members 
Mstep: Class 8 contains 2454 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 21393 members 
Mstep: Class 11 contains 5828 members 
Mstep: Class 12 contains 26769 members 
Mstep: Class 13 contains 41925 members 
Mstep: Class 14 contains 18028 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 6657 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 158552 members 
Mstep: Class 20 contains 121599 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92664440.000000 Penalty: 70917.242188
Iteration 51Q: 22 clusters Score -9.266444e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 322455 members 
Mstep: Class 3 contains 13050 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 66331 members 
Mstep: Class 8 contains 2457 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 21495 members 
Mstep: Class 11 contains 5820 members 
Mstep: Class 12 contains 27172 members 
Mstep: Class 13 contains 42023 members 
Mstep: Class 14 contains 18770 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6659 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 158586 members 
Mstep: Class 20 contains 120828 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92665480.000000 Penalty: 70917.242188
Iteration 52Q: 22 clusters Score -9.266548e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 322070 members 
Mstep: Class 3 contains 13040 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 66185 members 
Mstep: Class 8 contains 2463 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 21596 members 
Mstep: Class 11 contains 5803 members 
Mstep: Class 12 contains 27501 members 
Mstep: Class 13 contains 42083 members 
Mstep: Class 14 contains 19507 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6667 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 158527 members 
Mstep: Class 20 contains 120161 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92666328.000000 Penalty: 70917.242188
Iteration 53Q: 22 clusters Score -9.266633e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 321711 members 
Mstep: Class 3 contains 13043 members 
Mstep: Class 4 contains 609 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 66042 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 21667 members 
Mstep: Class 11 contains 5798 members 
Mstep: Class 12 contains 27775 members 
Mstep: Class 13 contains 42142 members 
Mstep: Class 14 contains 20209 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 158502 members 
Mstep: Class 20 contains 119555 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667152.000000 Penalty: 70917.242188
Iteration 54Q: 22 clusters Score -9.266715e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 321573 members 
Mstep: Class 3 contains 13052 members 
Mstep: Class 4 contains 609 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 65914 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 21721 members 
Mstep: Class 11 contains 5798 members 
Mstep: Class 12 contains 27984 members 
Mstep: Class 13 contains 42178 members 
Mstep: Class 14 contains 20810 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6659 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 158371 members 
Mstep: Class 20 contains 119027 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667368.000000 Penalty: 70917.242188
Iteration 55Q: 22 clusters Score -9.266737e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 321400 members 
Mstep: Class 3 contains 13049 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 65800 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 21778 members 
Mstep: Class 11 contains 5790 members 
Mstep: Class 12 contains 28178 members 
Mstep: Class 13 contains 42217 members 
Mstep: Class 14 contains 21388 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6654 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 158199 members 
Mstep: Class 20 contains 118609 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667664.000000 Penalty: 70917.242188
Iteration 56Q: 22 clusters Score -9.266766e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 321215 members 
Mstep: Class 3 contains 13035 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 65715 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 21834 members 
Mstep: Class 11 contains 5793 members 
Mstep: Class 12 contains 28371 members 
Mstep: Class 13 contains 42261 members 
Mstep: Class 14 contains 21888 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6653 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1937 members 
Mstep: Class 19 contains 158023 members 
Mstep: Class 20 contains 118252 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92668176.000000 Penalty: 70917.242188
Iteration 57Q: 22 clusters Score -9.266818e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 321097 members 
Mstep: Class 3 contains 13038 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 65630 members 
Mstep: Class 8 contains 2476 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 21883 members 
Mstep: Class 11 contains 5780 members 
Mstep: Class 12 contains 28542 members 
Mstep: Class 13 contains 42286 members 
Mstep: Class 14 contains 22373 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6646 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 157803 members 
Mstep: Class 20 contains 117942 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92668608.000000 Penalty: 70917.242188
Iteration 58Q: 22 clusters Score -9.266861e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 320930 members 
Mstep: Class 3 contains 13054 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 65579 members 
Mstep: Class 8 contains 2475 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 21932 members 
Mstep: Class 11 contains 5765 members 
Mstep: Class 12 contains 28662 members 
Mstep: Class 13 contains 42322 members 
Mstep: Class 14 contains 22798 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6639 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 157676 members 
Mstep: Class 20 contains 117657 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92668928.000000 Penalty: 70917.242188
Iteration 59Q: 22 clusters Score -9.266893e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 320850 members 
Mstep: Class 3 contains 13065 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 65526 members 
Mstep: Class 8 contains 2474 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 21964 members 
Mstep: Class 11 contains 5749 members 
Mstep: Class 12 contains 28770 members 
Mstep: Class 13 contains 42344 members 
Mstep: Class 14 contains 23139 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6637 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 157567 members 
Mstep: Class 20 contains 117395 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669120.000000 Penalty: 70917.242188
Iteration 60F: 22 clusters Score -9.266912e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 320780 members 
Mstep: Class 3 contains 13065 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 65482 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 21988 members 
Mstep: Class 11 contains 5738 members 
Mstep: Class 12 contains 28860 members 
Mstep: Class 13 contains 42365 members 
Mstep: Class 14 contains 23515 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6638 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 157418 members 
Mstep: Class 20 contains 117154 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669520.000000 Penalty: 70917.242188
Iteration 61Q: 22 clusters Score -9.266952e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 320751 members 
Mstep: Class 3 contains 13068 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 65441 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 21998 members 
Mstep: Class 11 contains 5725 members 
Mstep: Class 12 contains 28931 members 
Mstep: Class 13 contains 42382 members 
Mstep: Class 14 contains 23865 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6640 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 157218 members 
Mstep: Class 20 contains 116981 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669728.000000 Penalty: 70917.242188
Iteration 62Q: 22 clusters Score -9.266973e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 320752 members 
Mstep: Class 3 contains 13073 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 579 members 
Mstep: Class 7 contains 65421 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22013 members 
Mstep: Class 11 contains 5720 members 
Mstep: Class 12 contains 29005 members 
Mstep: Class 13 contains 42391 members 
Mstep: Class 14 contains 24165 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6641 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 157007 members 
Mstep: Class 20 contains 116807 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669912.000000 Penalty: 70917.242188
Iteration 63Q: 22 clusters Score -9.266991e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 320773 members 
Mstep: Class 3 contains 13078 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 579 members 
Mstep: Class 7 contains 65400 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22022 members 
Mstep: Class 11 contains 5708 members 
Mstep: Class 12 contains 29070 members 
Mstep: Class 13 contains 42398 members 
Mstep: Class 14 contains 24436 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6645 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 156768 members 
Mstep: Class 20 contains 116692 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670000.000000 Penalty: 70917.242188
Iteration 64Q: 22 clusters Score -9.267e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 320804 members 
Mstep: Class 3 contains 13078 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 65388 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22034 members 
Mstep: Class 11 contains 5701 members 
Mstep: Class 12 contains 29120 members 
Mstep: Class 13 contains 42410 members 
Mstep: Class 14 contains 24675 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6649 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 156548 members 
Mstep: Class 20 contains 116577 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669848.000000 Penalty: 70917.242188
Iteration 65Q: 22 clusters Score -9.266985e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 320846 members 
Mstep: Class 3 contains 13078 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 65364 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22045 members 
Mstep: Class 11 contains 5701 members 
Mstep: Class 12 contains 29165 members 
Mstep: Class 13 contains 42424 members 
Mstep: Class 14 contains 24885 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6651 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1950 members 
Mstep: Class 19 contains 156346 members 
Mstep: Class 20 contains 116472 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670032.000000 Penalty: 70917.242188
Iteration 66Q: 22 clusters Score -9.267003e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 320865 members 
Mstep: Class 3 contains 13081 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 65347 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22058 members 
Mstep: Class 11 contains 5692 members 
Mstep: Class 12 contains 29187 members 
Mstep: Class 13 contains 42438 members 
Mstep: Class 14 contains 25086 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6653 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1952 members 
Mstep: Class 19 contains 156182 members 
Mstep: Class 20 contains 116381 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670080.000000 Penalty: 70917.242188
Iteration 67Q: 22 clusters Score -9.267008e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 320882 members 
Mstep: Class 3 contains 13086 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 65348 members 
Mstep: Class 8 contains 2474 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22073 members 
Mstep: Class 11 contains 5678 members 
Mstep: Class 12 contains 29211 members 
Mstep: Class 13 contains 42453 members 
Mstep: Class 14 contains 25288 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6655 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 156002 members 
Mstep: Class 20 contains 116285 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670168.000000 Penalty: 70917.242188
Iteration 68Q: 22 clusters Score -9.267017e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 320886 members 
Mstep: Class 3 contains 13090 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 588 members 
Mstep: Class 7 contains 65348 members 
Mstep: Class 8 contains 2473 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22091 members 
Mstep: Class 11 contains 5671 members 
Mstep: Class 12 contains 29236 members 
Mstep: Class 13 contains 42472 members 
Mstep: Class 14 contains 25478 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 155806 members 
Mstep: Class 20 contains 116223 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670232.000000 Penalty: 70917.242188
Iteration 69Q: 22 clusters Score -9.267023e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 320872 members 
Mstep: Class 3 contains 13095 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 7 contains 65341 members 
Mstep: Class 8 contains 2475 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 5667 members 
Mstep: Class 12 contains 29267 members 
Mstep: Class 13 contains 42488 members 
Mstep: Class 14 contains 25672 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6659 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 155634 members 
Mstep: Class 20 contains 116157 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670264.000000 Penalty: 70917.242188
Iteration 70Q: 22 clusters Score -9.267026e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 320885 members 
Mstep: Class 3 contains 13105 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 65339 members 
Mstep: Class 8 contains 2475 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22113 members 
Mstep: Class 11 contains 5661 members 
Mstep: Class 12 contains 29286 members 
Mstep: Class 13 contains 42498 members 
Mstep: Class 14 contains 25841 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6659 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 155451 members 
Mstep: Class 20 contains 116115 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670312.000000 Penalty: 70917.242188
Iteration 71Q: 22 clusters Score -9.267031e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 320900 members 
Mstep: Class 3 contains 13105 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 65337 members 
Mstep: Class 8 contains 2474 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22122 members 
Mstep: Class 11 contains 5656 members 
Mstep: Class 12 contains 29315 members 
Mstep: Class 13 contains 42503 members 
Mstep: Class 14 contains 25995 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6664 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 155286 members 
Mstep: Class 20 contains 116069 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670272.000000 Penalty: 70917.242188
Iteration 72Q: 22 clusters Score -9.267027e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 320876 members 
Mstep: Class 3 contains 13100 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 65344 members 
Mstep: Class 8 contains 2474 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22132 members 
Mstep: Class 11 contains 5650 members 
Mstep: Class 12 contains 29328 members 
Mstep: Class 13 contains 42509 members 
Mstep: Class 14 contains 26144 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6664 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1961 members 
Mstep: Class 19 contains 155170 members 
Mstep: Class 20 contains 116031 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670376.000000 Penalty: 70917.242188
Iteration 73Q: 22 clusters Score -9.267038e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 320886 members 
Mstep: Class 3 contains 13100 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 65338 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 5641 members 
Mstep: Class 12 contains 29334 members 
Mstep: Class 13 contains 42510 members 
Mstep: Class 14 contains 26261 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6665 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 155062 members 
Mstep: Class 20 contains 116004 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670280.000000 Penalty: 70917.242188
Iteration 74Q: 22 clusters Score -9.267028e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 320902 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 65328 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22154 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 29344 members 
Mstep: Class 13 contains 42513 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6665 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 154970 members 
Mstep: Class 20 contains 115962 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670256.000000 Penalty: 70917.242188
Iteration 75Q: 22 clusters Score -9.267026e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 320895 members 
Mstep: Class 3 contains 13100 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 65330 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22164 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 29353 members 
Mstep: Class 13 contains 42510 members 
Mstep: Class 14 contains 26472 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 154892 members 
Mstep: Class 20 contains 115934 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670272.000000 Penalty: 70917.242188
Iteration 76Q: 22 clusters Score -9.267027e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 320911 members 
Mstep: Class 3 contains 13098 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 65331 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22168 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 29367 members 
Mstep: Class 13 contains 42505 members 
Mstep: Class 14 contains 26570 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6668 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 154802 members 
Mstep: Class 20 contains 115898 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670240.000000 Penalty: 70917.242188
Iteration 77Q: 22 clusters Score -9.267024e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 320927 members 
Mstep: Class 3 contains 13096 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 65329 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22177 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 29380 members 
Mstep: Class 13 contains 42505 members 
Mstep: Class 14 contains 26648 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154711 members 
Mstep: Class 20 contains 115877 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670200.000000 Penalty: 70917.242188
Iteration 78Q: 22 clusters Score -9.26702e+07 nChanged 249
Entering ConstructFrom: 
Score: -92670200.000000 Penalty: 70917.242188
Entering ConstructFrom: 
Trying to split cluster 1 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -322885.406250 Penalty: 1983.753784
	Iteration 0F: 2 clusters Score -322885.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -319666.937500 Penalty: 3967.507568
	Iteration 0F: 3 clusters Score -319666.9 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -320434.906250 Penalty: 3967.507568
	Iteration 1F: 3 clusters Score -320434.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -320736.343750 Penalty: 3967.507568
	Iteration 2F: 3 clusters Score -320736.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -321180.437500 Penalty: 3967.507568
	Iteration 3F: 3 clusters Score -321180.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -321645.687500 Penalty: 3967.507568
	Iteration 4F: 3 clusters Score -321645.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -322059.937500 Penalty: 3967.507568
	Iteration 5F: 3 clusters Score -322059.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -322447.750000 Penalty: 3967.507568
	Iteration 6F: 3 clusters Score -322447.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -322763.625000 Penalty: 3967.507568
	Iteration 7F: 3 clusters Score -322763.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -322965.937500 Penalty: 3967.507568
	Iteration 8Q: 3 clusters Score -322965.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -323071.968750 Penalty: 3967.507568
	Iteration 9Q: 3 clusters Score -323072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -323123.031250 Penalty: 3967.507568
	Iteration 10Q: 3 clusters Score -323123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -323139.718750 Penalty: 3967.507568
	Iteration 11Q: 3 clusters Score -323139.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -323147.093750 Penalty: 3967.507568
	Iteration 12Q: 3 clusters Score -323147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -323151.093750 Penalty: 3967.507568
	Iteration 13Q: 3 clusters Score -323151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -323153.687500 Penalty: 3967.507568
	Iteration 14Q: 3 clusters Score -323153.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -323153.687500 Penalty: 3967.507568
	Iteration 15F: 3 clusters Score -323153.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 320952 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 65330 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 29393 members 
Mstep: Class 13 contains 42505 members 
Mstep: Class 14 contains 26709 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154624 members 
Mstep: Class 20 contains 115858 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 2676 members 
Entering Unmasked Estep 
Score: -92669064.000000 Penalty: 74294.250000
Splitting cluster 1 changes total score from -92670200.000000 to -92669064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (320952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320952 members 
Entering Unmasked Estep 
Score: -36762412.000000 Penalty: 3144.403564
	Iteration 0F: 2 clusters Score -3.676241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160351 members 
Mstep: Class 2 contains 160601 members 
Entering Unmasked Estep 
Score: -36573828.000000 Penalty: 6288.807129
	Iteration 0F: 3 clusters Score -3.657383e+07 nChanged 155317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156016 members 
Mstep: Class 2 contains 164936 members 
Entering Unmasked Estep 
Score: -36664180.000000 Penalty: 6288.807129
	Iteration 1F: 3 clusters Score -3.666418e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153877 members 
Mstep: Class 2 contains 167075 members 
Entering Unmasked Estep 
Score: -36665196.000000 Penalty: 6288.807129
	Iteration 2Q: 3 clusters Score -3.66652e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150610 members 
Mstep: Class 2 contains 170342 members 
Entering Unmasked Estep 
Score: -36666724.000000 Penalty: 6288.807129
	Iteration 3Q: 3 clusters Score -3.666672e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145798 members 
Mstep: Class 2 contains 175154 members 
Entering Unmasked Estep 
Score: -36668952.000000 Penalty: 6288.807129
	Iteration 4Q: 3 clusters Score -3.666895e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138812 members 
Mstep: Class 2 contains 182140 members 
Entering Unmasked Estep 
Score: -36672156.000000 Penalty: 6288.807129
	Iteration 5Q: 3 clusters Score -3.667216e+07 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128601 members 
Mstep: Class 2 contains 192351 members 
Entering Unmasked Estep 
Score: -36677824.000000 Penalty: 6288.807129
	Iteration 6Q: 3 clusters Score -3.667782e+07 nChanged 16708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115011 members 
Mstep: Class 2 contains 205941 members 
Entering Unmasked Estep 
Score: -36687400.000000 Penalty: 6288.807129
	Iteration 7F: 3 clusters Score -3.66874e+07 nChanged 19836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98635 members 
Mstep: Class 2 contains 222317 members 
Entering Unmasked Estep 
Score: -36702276.000000 Penalty: 6288.807129
	Iteration 8F: 3 clusters Score -3.670228e+07 nChanged 20690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 238579 members 
Entering Unmasked Estep 
Score: -36720316.000000 Penalty: 6288.807129
	Iteration 9F: 3 clusters Score -3.672032e+07 nChanged 18314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 250495 members 
Entering Unmasked Estep 
Score: -36735468.000000 Penalty: 6288.807129
	Iteration 10F: 3 clusters Score -3.673547e+07 nChanged 13565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 257826 members 
Entering Unmasked Estep 
Score: -36743264.000000 Penalty: 6288.807129
	Iteration 11Q: 3 clusters Score -3.674326e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 263356 members 
Entering Unmasked Estep 
Score: -36746680.000000 Penalty: 6288.807129
	Iteration 12Q: 3 clusters Score -3.674668e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 268548 members 
Entering Unmasked Estep 
Score: -36749204.000000 Penalty: 6288.807129
	Iteration 13Q: 3 clusters Score -3.67492e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 273783 members 
Entering Unmasked Estep 
Score: -36751956.000000 Penalty: 6288.807129
	Iteration 14Q: 3 clusters Score -3.675196e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 279024 members 
Entering Unmasked Estep 
Score: -36754488.000000 Penalty: 6288.807129
	Iteration 15Q: 3 clusters Score -3.675449e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 284195 members 
Entering Unmasked Estep 
Score: -36756892.000000 Penalty: 6288.807129
	Iteration 16Q: 3 clusters Score -3.675689e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 289120 members 
Entering Unmasked Estep 
Score: -36758824.000000 Penalty: 6288.807129
	Iteration 17Q: 3 clusters Score -3.675882e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 293704 members 
Entering Unmasked Estep 
Score: -36760152.000000 Penalty: 6288.807129
	Iteration 18Q: 3 clusters Score -3.676015e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 297736 members 
Entering Unmasked Estep 
Score: -36760976.000000 Penalty: 6288.807129
	Iteration 19Q: 3 clusters Score -3.676098e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 301364 members 
Entering Unmasked Estep 
Score: -36761696.000000 Penalty: 6288.807129
	Iteration 20F: 3 clusters Score -3.67617e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 304570 members 
Entering Unmasked Estep 
Score: -36761800.000000 Penalty: 6288.807129
	Iteration 21Q: 3 clusters Score -3.67618e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 307443 members 
Entering Unmasked Estep 
Score: -36761820.000000 Penalty: 6288.807129
	Iteration 22Q: 3 clusters Score -3.676182e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 309920 members 
Entering Unmasked Estep 
Score: -36761860.000000 Penalty: 6288.807129
	Iteration 23Q: 3 clusters Score -3.676186e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 312093 members 
Entering Unmasked Estep 
Score: -36761384.000000 Penalty: 6288.807129
	Iteration 24Q: 3 clusters Score -3.676138e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 313846 members 
Entering Unmasked Estep 
Score: -36761164.000000 Penalty: 6288.807129
	Iteration 25Q: 3 clusters Score -3.676116e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 315343 members 
Entering Unmasked Estep 
Score: -36760756.000000 Penalty: 6288.807129
	Iteration 26Q: 3 clusters Score -3.676076e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 316524 members 
Entering Unmasked Estep 
Score: -36760408.000000 Penalty: 6288.807129
	Iteration 27Q: 3 clusters Score -3.676041e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 317505 members 
Entering Unmasked Estep 
Score: -36760140.000000 Penalty: 6288.807129
	Iteration 28Q: 3 clusters Score -3.676014e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 318271 members 
Entering Unmasked Estep 
Score: -36760084.000000 Penalty: 6288.807129
	Iteration 29Q: 3 clusters Score -3.676008e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 318890 members 
Entering Unmasked Estep 
Score: -36760052.000000 Penalty: 6288.807129
	Iteration 30Q: 3 clusters Score -3.676005e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 319360 members 
Entering Unmasked Estep 
Score: -36760084.000000 Penalty: 6288.807129
	Iteration 31Q: 3 clusters Score -3.676008e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 319677 members 
Entering Unmasked Estep 
Score: -36760052.000000 Penalty: 6288.807129
	Iteration 32Q: 3 clusters Score -3.676005e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 319879 members 
Entering Unmasked Estep 
Score: -36760056.000000 Penalty: 6288.807129
	Iteration 33Q: 3 clusters Score -3.676006e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 320017 members 
Entering Unmasked Estep 
Score: -36760072.000000 Penalty: 6288.807129
	Iteration 34Q: 3 clusters Score -3.676007e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 320114 members 
Entering Unmasked Estep 
Score: -36760064.000000 Penalty: 6288.807129
	Iteration 35Q: 3 clusters Score -3.676006e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 320195 members 
Entering Unmasked Estep 
Score: -36759996.000000 Penalty: 6288.807129
	Iteration 36Q: 3 clusters Score -3.676e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 320244 members 
Entering Unmasked Estep 
Score: -36760036.000000 Penalty: 6288.807129
	Iteration 37Q: 3 clusters Score -3.676004e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 320289 members 
Entering Unmasked Estep 
Score: -36760036.000000 Penalty: 6288.807129
	Iteration 38Q: 3 clusters Score -3.676004e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 320320 members 
Entering Unmasked Estep 
Score: -36760040.000000 Penalty: 6288.807129
	Iteration 39Q: 3 clusters Score -3.676004e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 320347 members 
Entering Unmasked Estep 
Score: -36760060.000000 Penalty: 6288.807129
	Iteration 40F: 3 clusters Score -3.676006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 320369 members 
Entering Unmasked Estep 
Score: -36760052.000000 Penalty: 6288.807129
	Iteration 41Q: 3 clusters Score -3.676005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 320383 members 
Entering Unmasked Estep 
Score: -36760064.000000 Penalty: 6288.807129
	Iteration 42Q: 3 clusters Score -3.676006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 320397 members 
Entering Unmasked Estep 
Score: -36760052.000000 Penalty: 6288.807129
	Iteration 43Q: 3 clusters Score -3.676005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 320406 members 
Entering Unmasked Estep 
Score: -36760052.000000 Penalty: 6288.807129
	Iteration 44Q: 3 clusters Score -3.676005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 320412 members 
Entering Unmasked Estep 
Score: -36760064.000000 Penalty: 6288.807129
	Iteration 45Q: 3 clusters Score -3.676006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 320420 members 
Entering Unmasked Estep 
Score: -36760084.000000 Penalty: 6288.807129
	Iteration 46Q: 3 clusters Score -3.676008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 320423 members 
Entering Unmasked Estep 
Score: -36760060.000000 Penalty: 6288.807129
	Iteration 47Q: 3 clusters Score -3.676006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 320424 members 
Entering Unmasked Estep 
Score: -36760052.000000 Penalty: 6288.807129
	Iteration 48Q: 3 clusters Score -3.676005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 320424 members 
Entering Unmasked Estep 
Score: -36760076.000000 Penalty: 6288.807129
	Iteration 49Q: 3 clusters Score -3.676008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 320426 members 
Entering Unmasked Estep 
Score: -36760056.000000 Penalty: 6288.807129
	Iteration 50Q: 3 clusters Score -3.676006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 320429 members 
Entering Unmasked Estep 
Score: -36760080.000000 Penalty: 6288.807129
	Iteration 51Q: 3 clusters Score -3.676008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 320434 members 
Entering Unmasked Estep 
Score: -36760076.000000 Penalty: 6288.807129
	Iteration 52Q: 3 clusters Score -3.676008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 320439 members 
Entering Unmasked Estep 
Score: -36760088.000000 Penalty: 6288.807129
	Iteration 53Q: 3 clusters Score -3.676009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 320443 members 
Entering Unmasked Estep 
Score: -36760064.000000 Penalty: 6288.807129
	Iteration 54Q: 3 clusters Score -3.676006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 320444 members 
Entering Unmasked Estep 
Score: -36760084.000000 Penalty: 6288.807129
	Iteration 55Q: 3 clusters Score -3.676008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 320445 members 
Entering Unmasked Estep 
Score: -36760068.000000 Penalty: 6288.807129
	Iteration 56Q: 3 clusters Score -3.676007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 320445 members 
Entering Unmasked Estep 
Score: -36760068.000000 Penalty: 6288.807129
	Iteration 57F: 3 clusters Score -3.676007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -1415121.375000 Penalty: 2351.112305
	Iteration 0F: 2 clusters Score -1415121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1405429.750000 Penalty: 4702.224609
	Iteration 0F: 3 clusters Score -1405430 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1408415.250000 Penalty: 4702.224609
	Iteration 1F: 3 clusters Score -1408415 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1408777.625000 Penalty: 4702.224609
	Iteration 2F: 3 clusters Score -1408778 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1409053.875000 Penalty: 4702.224609
	Iteration 3F: 3 clusters Score -1409054 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1409282.125000 Penalty: 4702.224609
	Iteration 4Q: 3 clusters Score -1409282 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1409458.375000 Penalty: 4702.224609
	Iteration 5Q: 3 clusters Score -1409458 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1409619.000000 Penalty: 4702.224609
	Iteration 6Q: 3 clusters Score -1409619 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1409764.125000 Penalty: 4702.224609
	Iteration 7Q: 3 clusters Score -1409764 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1409918.500000 Penalty: 4702.224609
	Iteration 8Q: 3 clusters Score -1409918 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1410035.750000 Penalty: 4702.224609
	Iteration 9Q: 3 clusters Score -1410036 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1410129.875000 Penalty: 4702.224609
	Iteration 10Q: 3 clusters Score -1410130 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1410223.625000 Penalty: 4702.224609
	Iteration 11Q: 3 clusters Score -1410224 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1410309.500000 Penalty: 4702.224609
	Iteration 12Q: 3 clusters Score -1410310 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1410376.250000 Penalty: 4702.224609
	Iteration 13Q: 3 clusters Score -1410376 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1410445.625000 Penalty: 4702.224609
	Iteration 14Q: 3 clusters Score -1410446 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1410536.500000 Penalty: 4702.224609
	Iteration 15Q: 3 clusters Score -1410536 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1410620.750000 Penalty: 4702.224609
	Iteration 16Q: 3 clusters Score -1410621 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1410709.500000 Penalty: 4702.224609
	Iteration 17Q: 3 clusters Score -1410710 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1410794.250000 Penalty: 4702.224609
	Iteration 18Q: 3 clusters Score -1410794 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1410897.250000 Penalty: 4702.224609
	Iteration 19Q: 3 clusters Score -1410897 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1411000.000000 Penalty: 4702.224609
	Iteration 20F: 3 clusters Score -1411000 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1411086.125000 Penalty: 4702.224609
	Iteration 21Q: 3 clusters Score -1411086 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1411169.375000 Penalty: 4702.224609
	Iteration 22Q: 3 clusters Score -1411169 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1411247.375000 Penalty: 4702.224609
	Iteration 23Q: 3 clusters Score -1411247 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1411316.500000 Penalty: 4702.224609
	Iteration 24Q: 3 clusters Score -1411316 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1411385.000000 Penalty: 4702.224609
	Iteration 25Q: 3 clusters Score -1411385 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1411448.375000 Penalty: 4702.224609
	Iteration 26Q: 3 clusters Score -1411448 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1411506.375000 Penalty: 4702.224609
	Iteration 27Q: 3 clusters Score -1411506 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1411577.500000 Penalty: 4702.224609
	Iteration 28Q: 3 clusters Score -1411578 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1411648.875000 Penalty: 4702.224609
	Iteration 29Q: 3 clusters Score -1411649 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1411721.000000 Penalty: 4702.224609
	Iteration 30Q: 3 clusters Score -1411721 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1411784.625000 Penalty: 4702.224609
	Iteration 31Q: 3 clusters Score -1411785 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1411867.625000 Penalty: 4702.224609
	Iteration 32Q: 3 clusters Score -1411868 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1411946.250000 Penalty: 4702.224609
	Iteration 33Q: 3 clusters Score -1411946 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1412037.750000 Penalty: 4702.224609
	Iteration 34Q: 3 clusters Score -1412038 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1412116.750000 Penalty: 4702.224609
	Iteration 35Q: 3 clusters Score -1412117 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1412221.750000 Penalty: 4702.224609
	Iteration 36Q: 3 clusters Score -1412222 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1412332.625000 Penalty: 4702.224609
	Iteration 37Q: 3 clusters Score -1412333 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1412434.375000 Penalty: 4702.224609
	Iteration 38Q: 3 clusters Score -1412434 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1412538.750000 Penalty: 4702.224609
	Iteration 39Q: 3 clusters Score -1412539 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1412633.000000 Penalty: 4702.224609
	Iteration 40F: 3 clusters Score -1412633 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1412714.500000 Penalty: 4702.224609
	Iteration 41Q: 3 clusters Score -1412714 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1412795.625000 Penalty: 4702.224609
	Iteration 42Q: 3 clusters Score -1412796 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1412883.625000 Penalty: 4702.224609
	Iteration 43Q: 3 clusters Score -1412884 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1412957.250000 Penalty: 4702.224609
	Iteration 44Q: 3 clusters Score -1412957 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1413034.375000 Penalty: 4702.224609
	Iteration 45Q: 3 clusters Score -1413034 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1413101.125000 Penalty: 4702.224609
	Iteration 46Q: 3 clusters Score -1413101 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1413165.375000 Penalty: 4702.224609
	Iteration 47Q: 3 clusters Score -1413165 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1413216.125000 Penalty: 4702.224609
	Iteration 48Q: 3 clusters Score -1413216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1413250.125000 Penalty: 4702.224609
	Iteration 49Q: 3 clusters Score -1413250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1413276.875000 Penalty: 4702.224609
	Iteration 50Q: 3 clusters Score -1413277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1413301.625000 Penalty: 4702.224609
	Iteration 51Q: 3 clusters Score -1413302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1413318.750000 Penalty: 4702.224609
	Iteration 52Q: 3 clusters Score -1413319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1413328.375000 Penalty: 4702.224609
	Iteration 53Q: 3 clusters Score -1413328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1413330.125000 Penalty: 4702.224609
	Iteration 54Q: 3 clusters Score -1413330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1413331.875000 Penalty: 4702.224609
	Iteration 55Q: 3 clusters Score -1413332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1413339.750000 Penalty: 4702.224609
	Iteration 56Q: 3 clusters Score -1413340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1413342.375000 Penalty: 4702.224609
	Iteration 57Q: 3 clusters Score -1413342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1413348.375000 Penalty: 4702.224609
	Iteration 58Q: 3 clusters Score -1413348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1413350.375000 Penalty: 4702.224609
	Iteration 59Q: 3 clusters Score -1413350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1413350.625000 Penalty: 4702.224609
	Iteration 60F: 3 clusters Score -1413351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1413350.750000 Penalty: 4702.224609
	Iteration 61Q: 3 clusters Score -1413351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1413350.750000 Penalty: 4702.224609
	Iteration 62F: 3 clusters Score -1413351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -63795.972656 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -63795.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62146.863281 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -62146.86 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62398.636719 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -62398.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62469.242188 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -62469.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62485.187500 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -62485.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62497.343750 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -62497.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62508.605469 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -62508.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62517.375000 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -62517.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62544.710938 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -62544.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62580.312500 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -62580.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62600.734375 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -62600.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62637.191406 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -62637.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62667.875000 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -62667.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62679.371094 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -62679.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62686.382812 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -62686.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62694.726562 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -62694.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62700.632812 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -62700.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62702.519531 Penalty: 3179.446777
	Iteration 16Q: 3 clusters Score -62702.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62703.917969 Penalty: 3179.446777
	Iteration 17Q: 3 clusters Score -62703.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62709.941406 Penalty: 3179.446777
	Iteration 18Q: 3 clusters Score -62709.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62713.140625 Penalty: 3179.446777
	Iteration 19Q: 3 clusters Score -62713.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62719.605469 Penalty: 3179.446777
	Iteration 20F: 3 clusters Score -62719.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -78637.382812 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -78637.38 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 407 members 
Entering Unmasked Estep 
Score: -76854.515625 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -76854.52 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77210.507812 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -77210.51 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -77425.460938 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -77425.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77591.445312 Penalty: 3293.378418
	Iteration 3F: 3 clusters Score -77591.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77853.265625 Penalty: 3293.378418
	Iteration 4F: 3 clusters Score -77853.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -78048.210938 Penalty: 3293.378418
	Iteration 5F: 3 clusters Score -78048.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78088.992188 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -78088.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78121.289062 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -78121.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78150.632812 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -78150.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78203.375000 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -78203.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78251.382812 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -78251.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78268.921875 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -78268.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78275.351562 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -78275.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78278.070312 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -78278.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78278.070312 Penalty: 3293.378418
	Iteration 14F: 3 clusters Score -78278.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -65025.164062 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -65025.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63422.476562 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -63422.48 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63577.101562 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -63577.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63623.218750 Penalty: 3165.380615
	Iteration 2Q: 3 clusters Score -63623.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63642.984375 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -63642.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63652.164062 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -63652.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63657.863281 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -63657.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63660.179688 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -63660.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63661.445312 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -63661.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63661.445312 Penalty: 3165.380615
	Iteration 8F: 3 clusters Score -63661.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Entering Unmasked Estep 
Score: -7576695.000000 Penalty: 2749.627197
	Iteration 0F: 2 clusters Score -7576695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -7532897.500000 Penalty: 5499.254395
	Iteration 0F: 3 clusters Score -7532898 nChanged 30459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -7549660.500000 Penalty: 5499.254395
	Iteration 1F: 3 clusters Score -7549660 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -7550208.000000 Penalty: 5499.254395
	Iteration 2Q: 3 clusters Score -7550208 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -7550787.500000 Penalty: 5499.254395
	Iteration 3Q: 3 clusters Score -7550788 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -7551494.000000 Penalty: 5499.254395
	Iteration 4Q: 3 clusters Score -7551494 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -7552340.000000 Penalty: 5499.254395
	Iteration 5Q: 3 clusters Score -7552340 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -7553348.000000 Penalty: 5499.254395
	Iteration 6Q: 3 clusters Score -7553348 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -7554634.000000 Penalty: 5499.254395
	Iteration 7Q: 3 clusters Score -7554634 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -7556090.000000 Penalty: 5499.254395
	Iteration 8F: 3 clusters Score -7556090 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -7557807.000000 Penalty: 5499.254395
	Iteration 9F: 3 clusters Score -7557807 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -7559683.500000 Penalty: 5499.254395
	Iteration 10F: 3 clusters Score -7559684 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -7561977.500000 Penalty: 5499.254395
	Iteration 11F: 3 clusters Score -7561978 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -7564445.500000 Penalty: 5499.254395
	Iteration 12F: 3 clusters Score -7564446 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -7567000.000000 Penalty: 5499.254395
	Iteration 13F: 3 clusters Score -7567000 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -7569433.500000 Penalty: 5499.254395
	Iteration 14Q: 3 clusters Score -7569434 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -7571454.500000 Penalty: 5499.254395
	Iteration 15Q: 3 clusters Score -7571454 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -7572817.500000 Penalty: 5499.254395
	Iteration 16Q: 3 clusters Score -7572818 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -7573560.000000 Penalty: 5499.254395
	Iteration 17Q: 3 clusters Score -7573560 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -7573955.500000 Penalty: 5499.254395
	Iteration 18Q: 3 clusters Score -7573956 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -7574154.500000 Penalty: 5499.254395
	Iteration 19Q: 3 clusters Score -7574154 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -7574275.000000 Penalty: 5499.254395
	Iteration 20F: 3 clusters Score -7574275 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -7574337.000000 Penalty: 5499.254395
	Iteration 21Q: 3 clusters Score -7574337 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -7574370.000000 Penalty: 5499.254395
	Iteration 22Q: 3 clusters Score -7574370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -7574406.000000 Penalty: 5499.254395
	Iteration 23Q: 3 clusters Score -7574406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -7574435.000000 Penalty: 5499.254395
	Iteration 24Q: 3 clusters Score -7574435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -7574451.000000 Penalty: 5499.254395
	Iteration 25Q: 3 clusters Score -7574451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -7574458.500000 Penalty: 5499.254395
	Iteration 26Q: 3 clusters Score -7574458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -7574468.500000 Penalty: 5499.254395
	Iteration 27Q: 3 clusters Score -7574468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -7574469.000000 Penalty: 5499.254395
	Iteration 28Q: 3 clusters Score -7574469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -7574472.000000 Penalty: 5499.254395
	Iteration 29Q: 3 clusters Score -7574472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -7574472.500000 Penalty: 5499.254395
	Iteration 30Q: 3 clusters Score -7574472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -7574476.500000 Penalty: 5499.254395
	Iteration 31Q: 3 clusters Score -7574476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -7574476.000000 Penalty: 5499.254395
	Iteration 32Q: 3 clusters Score -7574476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -7574476.500000 Penalty: 5499.254395
	Iteration 33Q: 3 clusters Score -7574476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -7574478.500000 Penalty: 5499.254395
	Iteration 34Q: 3 clusters Score -7574478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -7574478.500000 Penalty: 5499.254395
	Iteration 35F: 3 clusters Score -7574478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -285655.375000 Penalty: 1937.570068
	Iteration 0F: 2 clusters Score -285655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -282733.625000 Penalty: 3875.140137
	Iteration 0F: 3 clusters Score -282733.6 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -283329.687500 Penalty: 3875.140137
	Iteration 1F: 3 clusters Score -283329.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -283441.125000 Penalty: 3875.140137
	Iteration 2F: 3 clusters Score -283441.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283485.875000 Penalty: 3875.140137
	Iteration 3Q: 3 clusters Score -283485.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -283515.593750 Penalty: 3875.140137
	Iteration 4Q: 3 clusters Score -283515.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -283540.437500 Penalty: 3875.140137
	Iteration 5Q: 3 clusters Score -283540.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -283560.031250 Penalty: 3875.140137
	Iteration 6Q: 3 clusters Score -283560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -283574.375000 Penalty: 3875.140137
	Iteration 7Q: 3 clusters Score -283574.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -283583.281250 Penalty: 3875.140137
	Iteration 8Q: 3 clusters Score -283583.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -283589.593750 Penalty: 3875.140137
	Iteration 9Q: 3 clusters Score -283589.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -283598.843750 Penalty: 3875.140137
	Iteration 10Q: 3 clusters Score -283598.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -283603.500000 Penalty: 3875.140137
	Iteration 11Q: 3 clusters Score -283603.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -283607.937500 Penalty: 3875.140137
	Iteration 12Q: 3 clusters Score -283607.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -283611.906250 Penalty: 3875.140137
	Iteration 13Q: 3 clusters Score -283611.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -283613.312500 Penalty: 3875.140137
	Iteration 14Q: 3 clusters Score -283613.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -283619.750000 Penalty: 3875.140137
	Iteration 15Q: 3 clusters Score -283619.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -283623.906250 Penalty: 3875.140137
	Iteration 16Q: 3 clusters Score -283623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -283627.500000 Penalty: 3875.140137
	Iteration 17Q: 3 clusters Score -283627.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -283631.343750 Penalty: 3875.140137
	Iteration 18Q: 3 clusters Score -283631.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -283638.562500 Penalty: 3875.140137
	Iteration 19Q: 3 clusters Score -283638.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -283641.187500 Penalty: 3875.140137
	Iteration 20F: 3 clusters Score -283641.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -283645.812500 Penalty: 3875.140137
	Iteration 21Q: 3 clusters Score -283645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -283648.718750 Penalty: 3875.140137
	Iteration 22Q: 3 clusters Score -283648.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283652.156250 Penalty: 3875.140137
	Iteration 23Q: 3 clusters Score -283652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283655.906250 Penalty: 3875.140137
	Iteration 24Q: 3 clusters Score -283655.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283658.656250 Penalty: 3875.140137
	Iteration 25Q: 3 clusters Score -283658.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -283662.281250 Penalty: 3875.140137
	Iteration 26Q: 3 clusters Score -283662.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -283663.312500 Penalty: 3875.140137
	Iteration 27Q: 3 clusters Score -283663.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -283663.593750 Penalty: 3875.140137
	Iteration 28Q: 3 clusters Score -283663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -283664.156250 Penalty: 3875.140137
	Iteration 29Q: 3 clusters Score -283664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -283665.125000 Penalty: 3875.140137
	Iteration 30Q: 3 clusters Score -283665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -283665.812500 Penalty: 3875.140137
	Iteration 31Q: 3 clusters Score -283665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -283667.531250 Penalty: 3875.140137
	Iteration 32Q: 3 clusters Score -283667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -283668.937500 Penalty: 3875.140137
	Iteration 33Q: 3 clusters Score -283668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283671.125000 Penalty: 3875.140137
	Iteration 34Q: 3 clusters Score -283671.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -283673.125000 Penalty: 3875.140137
	Iteration 35Q: 3 clusters Score -283673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -283673.593750 Penalty: 3875.140137
	Iteration 36Q: 3 clusters Score -283673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -283674.031250 Penalty: 3875.140137
	Iteration 37Q: 3 clusters Score -283674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -283674.625000 Penalty: 3875.140137
	Iteration 38Q: 3 clusters Score -283674.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283674.875000 Penalty: 3875.140137
	Iteration 39Q: 3 clusters Score -283674.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -283676.031250 Penalty: 3875.140137
	Iteration 40F: 3 clusters Score -283676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -283676.468750 Penalty: 3875.140137
	Iteration 41Q: 3 clusters Score -283676.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -283678.656250 Penalty: 3875.140137
	Iteration 42Q: 3 clusters Score -283678.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -283680.781250 Penalty: 3875.140137
	Iteration 43Q: 3 clusters Score -283680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -283681.437500 Penalty: 3875.140137
	Iteration 44Q: 3 clusters Score -283681.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283681.812500 Penalty: 3875.140137
	Iteration 45Q: 3 clusters Score -283681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -283682.500000 Penalty: 3875.140137
	Iteration 46Q: 3 clusters Score -283682.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -283682.500000 Penalty: 3875.140137
	Iteration 47F: 3 clusters Score -283682.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -110254.414062 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -110254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -108282.703125 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -108282.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -109128.523438 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -109128.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -109999.070312 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -109999.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -110581.898438 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -110581.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -110935.593750 Penalty: 3480.238281
	Iteration 4F: 3 clusters Score -110935.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -111184.953125 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -111185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -111248.093750 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -111248.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -111261.601562 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -111261.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -111276.476562 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -111276.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -111279.421875 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -111279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -111281.992188 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -111282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -111285.515625 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -111285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -111286.656250 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -111286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -111288.507812 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -111288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -111290.398438 Penalty: 3480.238281
	Iteration 14Q: 3 clusters Score -111290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -111290.398438 Penalty: 3480.238281
	Iteration 15F: 3 clusters Score -111290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 320952 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 65330 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 29393 members 
Mstep: Class 13 contains 42505 members 
Mstep: Class 14 contains 26709 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154624 members 
Mstep: Class 20 contains 115858 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 620 members 
Entering Unmasked Estep 
Score: -92669576.000000 Penalty: 74294.250000
Splitting cluster 9 changes total score from -92670200.000000 to -92669576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (22184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Entering Unmasked Estep 
Score: -2602087.750000 Penalty: 2481.767334
	Iteration 0F: 2 clusters Score -2602088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2586570.000000 Penalty: 4963.534668
	Iteration 0F: 3 clusters Score -2586570 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2591841.500000 Penalty: 4963.534668
	Iteration 1F: 3 clusters Score -2591842 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2592193.750000 Penalty: 4963.534668
	Iteration 2Q: 3 clusters Score -2592194 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2592419.750000 Penalty: 4963.534668
	Iteration 3Q: 3 clusters Score -2592420 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2592644.000000 Penalty: 4963.534668
	Iteration 4Q: 3 clusters Score -2592644 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2592861.750000 Penalty: 4963.534668
	Iteration 5Q: 3 clusters Score -2592862 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2593052.750000 Penalty: 4963.534668
	Iteration 6Q: 3 clusters Score -2593053 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2593267.000000 Penalty: 4963.534668
	Iteration 7Q: 3 clusters Score -2593267 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2593500.750000 Penalty: 4963.534668
	Iteration 8Q: 3 clusters Score -2593501 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2593820.500000 Penalty: 4963.534668
	Iteration 9Q: 3 clusters Score -2593820 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2594268.250000 Penalty: 4963.534668
	Iteration 10Q: 3 clusters Score -2594268 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2594886.500000 Penalty: 4963.534668
	Iteration 11Q: 3 clusters Score -2594886 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2595668.000000 Penalty: 4963.534668
	Iteration 12F: 3 clusters Score -2595668 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2596574.250000 Penalty: 4963.534668
	Iteration 13F: 3 clusters Score -2596574 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2597440.000000 Penalty: 4963.534668
	Iteration 14Q: 3 clusters Score -2597440 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2598193.000000 Penalty: 4963.534668
	Iteration 15Q: 3 clusters Score -2598193 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2598744.750000 Penalty: 4963.534668
	Iteration 16Q: 3 clusters Score -2598745 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2599093.750000 Penalty: 4963.534668
	Iteration 17Q: 3 clusters Score -2599094 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2599333.500000 Penalty: 4963.534668
	Iteration 18Q: 3 clusters Score -2599334 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2599496.750000 Penalty: 4963.534668
	Iteration 19Q: 3 clusters Score -2599497 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2599626.500000 Penalty: 4963.534668
	Iteration 20F: 3 clusters Score -2599626 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2599711.250000 Penalty: 4963.534668
	Iteration 21Q: 3 clusters Score -2599711 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2599789.500000 Penalty: 4963.534668
	Iteration 22Q: 3 clusters Score -2599790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2599848.500000 Penalty: 4963.534668
	Iteration 23Q: 3 clusters Score -2599848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2599886.500000 Penalty: 4963.534668
	Iteration 24Q: 3 clusters Score -2599886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2599898.000000 Penalty: 4963.534668
	Iteration 25Q: 3 clusters Score -2599898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2599913.250000 Penalty: 4963.534668
	Iteration 26Q: 3 clusters Score -2599913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2599926.500000 Penalty: 4963.534668
	Iteration 27Q: 3 clusters Score -2599926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2599942.250000 Penalty: 4963.534668
	Iteration 28Q: 3 clusters Score -2599942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2599945.750000 Penalty: 4963.534668
	Iteration 29Q: 3 clusters Score -2599946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2599954.000000 Penalty: 4963.534668
	Iteration 30Q: 3 clusters Score -2599954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2599964.500000 Penalty: 4963.534668
	Iteration 31Q: 3 clusters Score -2599964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2599966.000000 Penalty: 4963.534668
	Iteration 32Q: 3 clusters Score -2599966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2599974.750000 Penalty: 4963.534668
	Iteration 33Q: 3 clusters Score -2599975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2599981.000000 Penalty: 4963.534668
	Iteration 34Q: 3 clusters Score -2599981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2599983.750000 Penalty: 4963.534668
	Iteration 35Q: 3 clusters Score -2599984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2599987.000000 Penalty: 4963.534668
	Iteration 36Q: 3 clusters Score -2599987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2599987.000000 Penalty: 4963.534668
	Iteration 37F: 3 clusters Score -2599987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Entering Unmasked Estep 
Score: -638280.187500 Penalty: 2140.900391
	Iteration 0F: 2 clusters Score -638280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -633393.187500 Penalty: 4281.800781
	Iteration 0F: 3 clusters Score -633393.2 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -634478.375000 Penalty: 4281.800781
	Iteration 1F: 3 clusters Score -634478.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -634678.250000 Penalty: 4281.800781
	Iteration 2F: 3 clusters Score -634678.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -634820.000000 Penalty: 4281.800781
	Iteration 3Q: 3 clusters Score -634820 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -634915.875000 Penalty: 4281.800781
	Iteration 4Q: 3 clusters Score -634915.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -634985.625000 Penalty: 4281.800781
	Iteration 5Q: 3 clusters Score -634985.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -635044.687500 Penalty: 4281.800781
	Iteration 6Q: 3 clusters Score -635044.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -635089.375000 Penalty: 4281.800781
	Iteration 7Q: 3 clusters Score -635089.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -635126.937500 Penalty: 4281.800781
	Iteration 8Q: 3 clusters Score -635126.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -635162.187500 Penalty: 4281.800781
	Iteration 9Q: 3 clusters Score -635162.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -635202.062500 Penalty: 4281.800781
	Iteration 10Q: 3 clusters Score -635202.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -635242.500000 Penalty: 4281.800781
	Iteration 11Q: 3 clusters Score -635242.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -635286.687500 Penalty: 4281.800781
	Iteration 12Q: 3 clusters Score -635286.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -635331.750000 Penalty: 4281.800781
	Iteration 13Q: 3 clusters Score -635331.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -635375.000000 Penalty: 4281.800781
	Iteration 14Q: 3 clusters Score -635375 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -635414.250000 Penalty: 4281.800781
	Iteration 15Q: 3 clusters Score -635414.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -635453.750000 Penalty: 4281.800781
	Iteration 16Q: 3 clusters Score -635453.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -635504.875000 Penalty: 4281.800781
	Iteration 17Q: 3 clusters Score -635504.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -635553.000000 Penalty: 4281.800781
	Iteration 18Q: 3 clusters Score -635553 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -635604.750000 Penalty: 4281.800781
	Iteration 19Q: 3 clusters Score -635604.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -635658.750000 Penalty: 4281.800781
	Iteration 20F: 3 clusters Score -635658.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -635711.312500 Penalty: 4281.800781
	Iteration 21Q: 3 clusters Score -635711.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -635760.937500 Penalty: 4281.800781
	Iteration 22Q: 3 clusters Score -635760.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -635809.562500 Penalty: 4281.800781
	Iteration 23Q: 3 clusters Score -635809.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -635861.812500 Penalty: 4281.800781
	Iteration 24Q: 3 clusters Score -635861.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -635904.312500 Penalty: 4281.800781
	Iteration 25Q: 3 clusters Score -635904.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -635946.562500 Penalty: 4281.800781
	Iteration 26Q: 3 clusters Score -635946.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -635984.000000 Penalty: 4281.800781
	Iteration 27Q: 3 clusters Score -635984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -636014.875000 Penalty: 4281.800781
	Iteration 28Q: 3 clusters Score -636014.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -636047.750000 Penalty: 4281.800781
	Iteration 29Q: 3 clusters Score -636047.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -636082.625000 Penalty: 4281.800781
	Iteration 30Q: 3 clusters Score -636082.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -636106.812500 Penalty: 4281.800781
	Iteration 31Q: 3 clusters Score -636106.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -636125.625000 Penalty: 4281.800781
	Iteration 32Q: 3 clusters Score -636125.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -636139.750000 Penalty: 4281.800781
	Iteration 33Q: 3 clusters Score -636139.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -636157.375000 Penalty: 4281.800781
	Iteration 34Q: 3 clusters Score -636157.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -636174.000000 Penalty: 4281.800781
	Iteration 35Q: 3 clusters Score -636174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -636195.562500 Penalty: 4281.800781
	Iteration 36Q: 3 clusters Score -636195.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -636207.562500 Penalty: 4281.800781
	Iteration 37Q: 3 clusters Score -636207.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -636223.625000 Penalty: 4281.800781
	Iteration 38Q: 3 clusters Score -636223.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -636238.375000 Penalty: 4281.800781
	Iteration 39Q: 3 clusters Score -636238.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -636250.437500 Penalty: 4281.800781
	Iteration 40F: 3 clusters Score -636250.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -636257.250000 Penalty: 4281.800781
	Iteration 41Q: 3 clusters Score -636257.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -636266.187500 Penalty: 4281.800781
	Iteration 42Q: 3 clusters Score -636266.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -636277.750000 Penalty: 4281.800781
	Iteration 43Q: 3 clusters Score -636277.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -636286.937500 Penalty: 4281.800781
	Iteration 44Q: 3 clusters Score -636286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -636294.812500 Penalty: 4281.800781
	Iteration 45Q: 3 clusters Score -636294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -636299.687500 Penalty: 4281.800781
	Iteration 46Q: 3 clusters Score -636299.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -636307.500000 Penalty: 4281.800781
	Iteration 47Q: 3 clusters Score -636307.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -636317.500000 Penalty: 4281.800781
	Iteration 48Q: 3 clusters Score -636317.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -636325.687500 Penalty: 4281.800781
	Iteration 49Q: 3 clusters Score -636325.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -636339.875000 Penalty: 4281.800781
	Iteration 50Q: 3 clusters Score -636339.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -636351.500000 Penalty: 4281.800781
	Iteration 51Q: 3 clusters Score -636351.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -636354.812500 Penalty: 4281.800781
	Iteration 52Q: 3 clusters Score -636354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -636359.875000 Penalty: 4281.800781
	Iteration 53Q: 3 clusters Score -636359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -636362.312500 Penalty: 4281.800781
	Iteration 54Q: 3 clusters Score -636362.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -636365.625000 Penalty: 4281.800781
	Iteration 55Q: 3 clusters Score -636365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -636368.375000 Penalty: 4281.800781
	Iteration 56Q: 3 clusters Score -636368.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -636370.000000 Penalty: 4281.800781
	Iteration 57Q: 3 clusters Score -636370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -636374.000000 Penalty: 4281.800781
	Iteration 58Q: 3 clusters Score -636374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -636376.187500 Penalty: 4281.800781
	Iteration 59Q: 3 clusters Score -636376.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -636381.250000 Penalty: 4281.800781
	Iteration 60F: 3 clusters Score -636381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -636384.687500 Penalty: 4281.800781
	Iteration 61Q: 3 clusters Score -636384.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -636389.312500 Penalty: 4281.800781
	Iteration 62Q: 3 clusters Score -636389.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -636391.312500 Penalty: 4281.800781
	Iteration 63Q: 3 clusters Score -636391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -636393.250000 Penalty: 4281.800781
	Iteration 64Q: 3 clusters Score -636393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -636395.750000 Penalty: 4281.800781
	Iteration 65Q: 3 clusters Score -636395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -636396.437500 Penalty: 4281.800781
	Iteration 66Q: 3 clusters Score -636396.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -636396.437500 Penalty: 4281.800781
	Iteration 67F: 3 clusters Score -636396.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Entering Unmasked Estep 
Score: -3454237.750000 Penalty: 2551.551025
	Iteration 0F: 2 clusters Score -3454238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3434088.750000 Penalty: 5103.102051
	Iteration 0F: 3 clusters Score -3434089 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3441382.750000 Penalty: 5103.102051
	Iteration 1F: 3 clusters Score -3441383 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3442033.250000 Penalty: 5103.102051
	Iteration 2F: 3 clusters Score -3442033 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3442680.500000 Penalty: 5103.102051
	Iteration 3Q: 3 clusters Score -3442680 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3443311.250000 Penalty: 5103.102051
	Iteration 4Q: 3 clusters Score -3443311 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -3443958.000000 Penalty: 5103.102051
	Iteration 5Q: 3 clusters Score -3443958 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -3444674.750000 Penalty: 5103.102051
	Iteration 6Q: 3 clusters Score -3444675 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3445497.500000 Penalty: 5103.102051
	Iteration 7Q: 3 clusters Score -3445498 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3446288.750000 Penalty: 5103.102051
	Iteration 8Q: 3 clusters Score -3446289 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3447122.500000 Penalty: 5103.102051
	Iteration 9Q: 3 clusters Score -3447122 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -3447886.250000 Penalty: 5103.102051
	Iteration 10Q: 3 clusters Score -3447886 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3448453.750000 Penalty: 5103.102051
	Iteration 11Q: 3 clusters Score -3448454 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3448759.750000 Penalty: 5103.102051
	Iteration 12Q: 3 clusters Score -3448760 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -3448916.000000 Penalty: 5103.102051
	Iteration 13Q: 3 clusters Score -3448916 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3448993.750000 Penalty: 5103.102051
	Iteration 14Q: 3 clusters Score -3448994 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3449053.000000 Penalty: 5103.102051
	Iteration 15Q: 3 clusters Score -3449053 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3449102.750000 Penalty: 5103.102051
	Iteration 16Q: 3 clusters Score -3449103 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3449130.000000 Penalty: 5103.102051
	Iteration 17Q: 3 clusters Score -3449130 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3449162.250000 Penalty: 5103.102051
	Iteration 18Q: 3 clusters Score -3449162 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -3449163.250000 Penalty: 5103.102051
	Iteration 19Q: 3 clusters Score -3449163 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3449183.250000 Penalty: 5103.102051
	Iteration 20F: 3 clusters Score -3449183 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3449202.000000 Penalty: 5103.102051
	Iteration 21Q: 3 clusters Score -3449202 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3449214.750000 Penalty: 5103.102051
	Iteration 22Q: 3 clusters Score -3449215 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -3449225.250000 Penalty: 5103.102051
	Iteration 23Q: 3 clusters Score -3449225 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3449237.500000 Penalty: 5103.102051
	Iteration 24Q: 3 clusters Score -3449238 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -3449256.750000 Penalty: 5103.102051
	Iteration 25Q: 3 clusters Score -3449257 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3449269.750000 Penalty: 5103.102051
	Iteration 26Q: 3 clusters Score -3449270 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -3449269.000000 Penalty: 5103.102051
	Iteration 27Q: 3 clusters Score -3449269 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3449293.750000 Penalty: 5103.102051
	Iteration 28Q: 3 clusters Score -3449294 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3449308.000000 Penalty: 5103.102051
	Iteration 29Q: 3 clusters Score -3449308 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3449317.750000 Penalty: 5103.102051
	Iteration 30Q: 3 clusters Score -3449318 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3449326.000000 Penalty: 5103.102051
	Iteration 31Q: 3 clusters Score -3449326 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3449332.000000 Penalty: 5103.102051
	Iteration 32Q: 3 clusters Score -3449332 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -3449352.750000 Penalty: 5103.102051
	Iteration 33Q: 3 clusters Score -3449353 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3449351.250000 Penalty: 5103.102051
	Iteration 34Q: 3 clusters Score -3449351 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3449366.750000 Penalty: 5103.102051
	Iteration 35Q: 3 clusters Score -3449367 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3449384.250000 Penalty: 5103.102051
	Iteration 36Q: 3 clusters Score -3449384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3449414.750000 Penalty: 5103.102051
	Iteration 37Q: 3 clusters Score -3449415 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3449428.000000 Penalty: 5103.102051
	Iteration 38Q: 3 clusters Score -3449428 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3449441.750000 Penalty: 5103.102051
	Iteration 39Q: 3 clusters Score -3449442 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3449462.500000 Penalty: 5103.102051
	Iteration 40F: 3 clusters Score -3449462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3449481.750000 Penalty: 5103.102051
	Iteration 41Q: 3 clusters Score -3449482 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3449501.500000 Penalty: 5103.102051
	Iteration 42Q: 3 clusters Score -3449502 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3449517.750000 Penalty: 5103.102051
	Iteration 43Q: 3 clusters Score -3449518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3449540.750000 Penalty: 5103.102051
	Iteration 44Q: 3 clusters Score -3449541 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3449556.000000 Penalty: 5103.102051
	Iteration 45Q: 3 clusters Score -3449556 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -3449568.250000 Penalty: 5103.102051
	Iteration 46Q: 3 clusters Score -3449568 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3449592.250000 Penalty: 5103.102051
	Iteration 47Q: 3 clusters Score -3449592 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3449602.750000 Penalty: 5103.102051
	Iteration 48Q: 3 clusters Score -3449603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3449619.250000 Penalty: 5103.102051
	Iteration 49Q: 3 clusters Score -3449619 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3449625.750000 Penalty: 5103.102051
	Iteration 50Q: 3 clusters Score -3449626 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3449640.250000 Penalty: 5103.102051
	Iteration 51Q: 3 clusters Score -3449640 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -3449660.000000 Penalty: 5103.102051
	Iteration 52Q: 3 clusters Score -3449660 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3449675.500000 Penalty: 5103.102051
	Iteration 53Q: 3 clusters Score -3449676 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3449695.000000 Penalty: 5103.102051
	Iteration 54Q: 3 clusters Score -3449695 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -3449723.750000 Penalty: 5103.102051
	Iteration 55Q: 3 clusters Score -3449724 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3449733.250000 Penalty: 5103.102051
	Iteration 56Q: 3 clusters Score -3449733 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3449763.500000 Penalty: 5103.102051
	Iteration 57Q: 3 clusters Score -3449764 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -3449798.250000 Penalty: 5103.102051
	Iteration 58Q: 3 clusters Score -3449798 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -3449849.000000 Penalty: 5103.102051
	Iteration 59Q: 3 clusters Score -3449849 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3449878.250000 Penalty: 5103.102051
	Iteration 60F: 3 clusters Score -3449878 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3449908.750000 Penalty: 5103.102051
	Iteration 61Q: 3 clusters Score -3449909 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3449932.250000 Penalty: 5103.102051
	Iteration 62Q: 3 clusters Score -3449932 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3449993.500000 Penalty: 5103.102051
	Iteration 63Q: 3 clusters Score -3449994 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3450049.750000 Penalty: 5103.102051
	Iteration 64Q: 3 clusters Score -3450050 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3450108.750000 Penalty: 5103.102051
	Iteration 65Q: 3 clusters Score -3450109 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3450164.750000 Penalty: 5103.102051
	Iteration 66Q: 3 clusters Score -3450165 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3450240.750000 Penalty: 5103.102051
	Iteration 67Q: 3 clusters Score -3450241 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3450289.750000 Penalty: 5103.102051
	Iteration 68Q: 3 clusters Score -3450290 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3450338.500000 Penalty: 5103.102051
	Iteration 69Q: 3 clusters Score -3450338 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3450374.500000 Penalty: 5103.102051
	Iteration 70Q: 3 clusters Score -3450374 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3450454.750000 Penalty: 5103.102051
	Iteration 71Q: 3 clusters Score -3450455 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3450522.000000 Penalty: 5103.102051
	Iteration 72Q: 3 clusters Score -3450522 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3450577.750000 Penalty: 5103.102051
	Iteration 73Q: 3 clusters Score -3450578 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3450676.750000 Penalty: 5103.102051
	Iteration 74Q: 3 clusters Score -3450677 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3450729.500000 Penalty: 5103.102051
	Iteration 75Q: 3 clusters Score -3450730 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3450808.000000 Penalty: 5103.102051
	Iteration 76Q: 3 clusters Score -3450808 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3450904.500000 Penalty: 5103.102051
	Iteration 77Q: 3 clusters Score -3450904 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3450988.000000 Penalty: 5103.102051
	Iteration 78Q: 3 clusters Score -3450988 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3451069.000000 Penalty: 5103.102051
	Iteration 79Q: 3 clusters Score -3451069 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -3451160.250000 Penalty: 5103.102051
	Iteration 80F: 3 clusters Score -3451160 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -3451236.750000 Penalty: 5103.102051
	Iteration 81Q: 3 clusters Score -3451237 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -3451306.000000 Penalty: 5103.102051
	Iteration 82Q: 3 clusters Score -3451306 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3451378.500000 Penalty: 5103.102051
	Iteration 83Q: 3 clusters Score -3451378 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -3451438.500000 Penalty: 5103.102051
	Iteration 84Q: 3 clusters Score -3451438 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3451490.250000 Penalty: 5103.102051
	Iteration 85Q: 3 clusters Score -3451490 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3451545.750000 Penalty: 5103.102051
	Iteration 86Q: 3 clusters Score -3451546 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3451601.500000 Penalty: 5103.102051
	Iteration 87Q: 3 clusters Score -3451602 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3451649.000000 Penalty: 5103.102051
	Iteration 88Q: 3 clusters Score -3451649 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3451707.250000 Penalty: 5103.102051
	Iteration 89Q: 3 clusters Score -3451707 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -3451752.500000 Penalty: 5103.102051
	Iteration 90Q: 3 clusters Score -3451752 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3451814.500000 Penalty: 5103.102051
	Iteration 91Q: 3 clusters Score -3451814 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3451851.750000 Penalty: 5103.102051
	Iteration 92Q: 3 clusters Score -3451852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3451890.250000 Penalty: 5103.102051
	Iteration 93Q: 3 clusters Score -3451890 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -3451923.750000 Penalty: 5103.102051
	Iteration 94Q: 3 clusters Score -3451924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -3451943.500000 Penalty: 5103.102051
	Iteration 95Q: 3 clusters Score -3451944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3451962.250000 Penalty: 5103.102051
	Iteration 96Q: 3 clusters Score -3451962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3451988.500000 Penalty: 5103.102051
	Iteration 97Q: 3 clusters Score -3451988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3451998.750000 Penalty: 5103.102051
	Iteration 98Q: 3 clusters Score -3451999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -3452004.500000 Penalty: 5103.102051
	Iteration 99Q: 3 clusters Score -3452004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3452016.000000 Penalty: 5103.102051
	Iteration 100F: 3 clusters Score -3452016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -3452021.000000 Penalty: 5103.102051
	Iteration 101Q: 3 clusters Score -3452021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -3452029.250000 Penalty: 5103.102051
	Iteration 102Q: 3 clusters Score -3452029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -3452040.750000 Penalty: 5103.102051
	Iteration 103Q: 3 clusters Score -3452041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -3452049.250000 Penalty: 5103.102051
	Iteration 104Q: 3 clusters Score -3452049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -3452051.500000 Penalty: 5103.102051
	Iteration 105Q: 3 clusters Score -3452052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -3452056.500000 Penalty: 5103.102051
	Iteration 106Q: 3 clusters Score -3452056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3452060.750000 Penalty: 5103.102051
	Iteration 107Q: 3 clusters Score -3452061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3452064.750000 Penalty: 5103.102051
	Iteration 108Q: 3 clusters Score -3452065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -3452059.250000 Penalty: 5103.102051
	Iteration 109Q: 3 clusters Score -3452059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3452070.500000 Penalty: 5103.102051
	Iteration 110Q: 3 clusters Score -3452070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -3452070.000000 Penalty: 5103.102051
	Iteration 111Q: 3 clusters Score -3452070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3452073.750000 Penalty: 5103.102051
	Iteration 112Q: 3 clusters Score -3452074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3452080.500000 Penalty: 5103.102051
	Iteration 113Q: 3 clusters Score -3452080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3452077.500000 Penalty: 5103.102051
	Iteration 114Q: 3 clusters Score -3452078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3452080.500000 Penalty: 5103.102051
	Iteration 115Q: 3 clusters Score -3452080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -3452087.500000 Penalty: 5103.102051
	Iteration 116Q: 3 clusters Score -3452088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3452092.500000 Penalty: 5103.102051
	Iteration 117Q: 3 clusters Score -3452092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3452098.500000 Penalty: 5103.102051
	Iteration 118Q: 3 clusters Score -3452098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3452099.000000 Penalty: 5103.102051
	Iteration 119Q: 3 clusters Score -3452099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3452108.750000 Penalty: 5103.102051
	Iteration 120F: 3 clusters Score -3452109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -3452106.250000 Penalty: 5103.102051
	Iteration 121Q: 3 clusters Score -3452106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3452107.750000 Penalty: 5103.102051
	Iteration 122Q: 3 clusters Score -3452108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3452109.750000 Penalty: 5103.102051
	Iteration 123Q: 3 clusters Score -3452110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -3452112.000000 Penalty: 5103.102051
	Iteration 124Q: 3 clusters Score -3452112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -3452113.750000 Penalty: 5103.102051
	Iteration 125Q: 3 clusters Score -3452114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3452120.000000 Penalty: 5103.102051
	Iteration 126Q: 3 clusters Score -3452120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -3452123.500000 Penalty: 5103.102051
	Iteration 127Q: 3 clusters Score -3452124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3452129.500000 Penalty: 5103.102051
	Iteration 128Q: 3 clusters Score -3452130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -3452133.750000 Penalty: 5103.102051
	Iteration 129Q: 3 clusters Score -3452134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -3452137.500000 Penalty: 5103.102051
	Iteration 130Q: 3 clusters Score -3452138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3452136.000000 Penalty: 5103.102051
	Iteration 131Q: 3 clusters Score -3452136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3452142.500000 Penalty: 5103.102051
	Iteration 132Q: 3 clusters Score -3452142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -3452144.500000 Penalty: 5103.102051
	Iteration 133Q: 3 clusters Score -3452144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -3452143.250000 Penalty: 5103.102051
	Iteration 134Q: 3 clusters Score -3452143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -3452143.250000 Penalty: 5103.102051
	Iteration 135F: 3 clusters Score -3452143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Entering Unmasked Estep 
Score: -4785811.500000 Penalty: 2643.029541
	Iteration 0F: 2 clusters Score -4785812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -4757155.500000 Penalty: 5286.059082
	Iteration 0F: 3 clusters Score -4757156 nChanged 19468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -4767809.000000 Penalty: 5286.059082
	Iteration 1F: 3 clusters Score -4767809 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -4768271.500000 Penalty: 5286.059082
	Iteration 2Q: 3 clusters Score -4768272 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -4768785.000000 Penalty: 5286.059082
	Iteration 3Q: 3 clusters Score -4768785 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -4769294.500000 Penalty: 5286.059082
	Iteration 4Q: 3 clusters Score -4769294 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -4769807.000000 Penalty: 5286.059082
	Iteration 5Q: 3 clusters Score -4769807 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4770293.000000 Penalty: 5286.059082
	Iteration 6Q: 3 clusters Score -4770293 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -4770833.000000 Penalty: 5286.059082
	Iteration 7Q: 3 clusters Score -4770833 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4771627.000000 Penalty: 5286.059082
	Iteration 8Q: 3 clusters Score -4771627 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -4772673.500000 Penalty: 5286.059082
	Iteration 9Q: 3 clusters Score -4772674 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -4773955.500000 Penalty: 5286.059082
	Iteration 10Q: 3 clusters Score -4773956 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -4775751.000000 Penalty: 5286.059082
	Iteration 11F: 3 clusters Score -4775751 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -4777665.000000 Penalty: 5286.059082
	Iteration 12F: 3 clusters Score -4777665 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -4779288.500000 Penalty: 5286.059082
	Iteration 13Q: 3 clusters Score -4779288 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -4780375.500000 Penalty: 5286.059082
	Iteration 14Q: 3 clusters Score -4780376 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -4781065.000000 Penalty: 5286.059082
	Iteration 15Q: 3 clusters Score -4781065 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -4781606.000000 Penalty: 5286.059082
	Iteration 16Q: 3 clusters Score -4781606 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -4782050.000000 Penalty: 5286.059082
	Iteration 17Q: 3 clusters Score -4782050 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -4782396.500000 Penalty: 5286.059082
	Iteration 18Q: 3 clusters Score -4782396 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4782676.000000 Penalty: 5286.059082
	Iteration 19Q: 3 clusters Score -4782676 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4782877.500000 Penalty: 5286.059082
	Iteration 20F: 3 clusters Score -4782878 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4783047.500000 Penalty: 5286.059082
	Iteration 21Q: 3 clusters Score -4783048 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4783163.500000 Penalty: 5286.059082
	Iteration 22Q: 3 clusters Score -4783164 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4783254.500000 Penalty: 5286.059082
	Iteration 23Q: 3 clusters Score -4783254 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4783331.000000 Penalty: 5286.059082
	Iteration 24Q: 3 clusters Score -4783331 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4783397.000000 Penalty: 5286.059082
	Iteration 25Q: 3 clusters Score -4783397 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4783452.000000 Penalty: 5286.059082
	Iteration 26Q: 3 clusters Score -4783452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4783493.500000 Penalty: 5286.059082
	Iteration 27Q: 3 clusters Score -4783494 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4783522.500000 Penalty: 5286.059082
	Iteration 28Q: 3 clusters Score -4783522 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4783558.500000 Penalty: 5286.059082
	Iteration 29Q: 3 clusters Score -4783558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4783591.000000 Penalty: 5286.059082
	Iteration 30Q: 3 clusters Score -4783591 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4783617.500000 Penalty: 5286.059082
	Iteration 31Q: 3 clusters Score -4783618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4783636.000000 Penalty: 5286.059082
	Iteration 32Q: 3 clusters Score -4783636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4783638.000000 Penalty: 5286.059082
	Iteration 33Q: 3 clusters Score -4783638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4783646.000000 Penalty: 5286.059082
	Iteration 34Q: 3 clusters Score -4783646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4783653.500000 Penalty: 5286.059082
	Iteration 35Q: 3 clusters Score -4783654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4783654.000000 Penalty: 5286.059082
	Iteration 36Q: 3 clusters Score -4783654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4783662.500000 Penalty: 5286.059082
	Iteration 37Q: 3 clusters Score -4783662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4783664.500000 Penalty: 5286.059082
	Iteration 38Q: 3 clusters Score -4783664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4783666.500000 Penalty: 5286.059082
	Iteration 39Q: 3 clusters Score -4783666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4783669.000000 Penalty: 5286.059082
	Iteration 40F: 3 clusters Score -4783669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4783675.000000 Penalty: 5286.059082
	Iteration 41Q: 3 clusters Score -4783675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4783672.500000 Penalty: 5286.059082
	Iteration 42Q: 3 clusters Score -4783672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4783672.000000 Penalty: 5286.059082
	Iteration 43Q: 3 clusters Score -4783672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4783671.000000 Penalty: 5286.059082
	Iteration 44Q: 3 clusters Score -4783671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4783674.500000 Penalty: 5286.059082
	Iteration 45Q: 3 clusters Score -4783674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4783680.500000 Penalty: 5286.059082
	Iteration 46Q: 3 clusters Score -4783680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4783685.000000 Penalty: 5286.059082
	Iteration 47Q: 3 clusters Score -4783685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4783689.000000 Penalty: 5286.059082
	Iteration 48Q: 3 clusters Score -4783689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4783686.000000 Penalty: 5286.059082
	Iteration 49Q: 3 clusters Score -4783686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4783692.000000 Penalty: 5286.059082
	Iteration 50Q: 3 clusters Score -4783692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4783685.500000 Penalty: 5286.059082
	Iteration 51Q: 3 clusters Score -4783686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4783685.500000 Penalty: 5286.059082
	Iteration 52F: 3 clusters Score -4783686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Entering Unmasked Estep 
Score: -3119625.250000 Penalty: 2527.803467
	Iteration 0F: 2 clusters Score -3119625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3101339.000000 Penalty: 5055.606934
	Iteration 0F: 3 clusters Score -3101339 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3107757.750000 Penalty: 5055.606934
	Iteration 1F: 3 clusters Score -3107758 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3108303.000000 Penalty: 5055.606934
	Iteration 2F: 3 clusters Score -3108303 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3108784.750000 Penalty: 5055.606934
	Iteration 3Q: 3 clusters Score -3108785 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3109254.250000 Penalty: 5055.606934
	Iteration 4Q: 3 clusters Score -3109254 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3109750.500000 Penalty: 5055.606934
	Iteration 5Q: 3 clusters Score -3109750 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3110314.500000 Penalty: 5055.606934
	Iteration 6Q: 3 clusters Score -3110314 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3111056.750000 Penalty: 5055.606934
	Iteration 7Q: 3 clusters Score -3111057 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3111890.000000 Penalty: 5055.606934
	Iteration 8Q: 3 clusters Score -3111890 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3112741.250000 Penalty: 5055.606934
	Iteration 9Q: 3 clusters Score -3112741 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3113494.000000 Penalty: 5055.606934
	Iteration 10Q: 3 clusters Score -3113494 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3114158.250000 Penalty: 5055.606934
	Iteration 11Q: 3 clusters Score -3114158 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3114721.500000 Penalty: 5055.606934
	Iteration 12Q: 3 clusters Score -3114722 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3115121.500000 Penalty: 5055.606934
	Iteration 13Q: 3 clusters Score -3115122 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3115442.500000 Penalty: 5055.606934
	Iteration 14Q: 3 clusters Score -3115442 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3115738.750000 Penalty: 5055.606934
	Iteration 15Q: 3 clusters Score -3115739 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3115985.500000 Penalty: 5055.606934
	Iteration 16Q: 3 clusters Score -3115986 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3116220.750000 Penalty: 5055.606934
	Iteration 17Q: 3 clusters Score -3116221 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3116403.000000 Penalty: 5055.606934
	Iteration 18Q: 3 clusters Score -3116403 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3116552.250000 Penalty: 5055.606934
	Iteration 19Q: 3 clusters Score -3116552 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3116645.500000 Penalty: 5055.606934
	Iteration 20F: 3 clusters Score -3116646 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3116715.500000 Penalty: 5055.606934
	Iteration 21Q: 3 clusters Score -3116716 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3116762.250000 Penalty: 5055.606934
	Iteration 22Q: 3 clusters Score -3116762 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3116797.000000 Penalty: 5055.606934
	Iteration 23Q: 3 clusters Score -3116797 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3116832.000000 Penalty: 5055.606934
	Iteration 24Q: 3 clusters Score -3116832 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3116869.250000 Penalty: 5055.606934
	Iteration 25Q: 3 clusters Score -3116869 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3116900.750000 Penalty: 5055.606934
	Iteration 26Q: 3 clusters Score -3116901 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3116921.750000 Penalty: 5055.606934
	Iteration 27Q: 3 clusters Score -3116922 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3116963.750000 Penalty: 5055.606934
	Iteration 28Q: 3 clusters Score -3116964 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3116996.000000 Penalty: 5055.606934
	Iteration 29Q: 3 clusters Score -3116996 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3117016.750000 Penalty: 5055.606934
	Iteration 30Q: 3 clusters Score -3117017 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3117055.000000 Penalty: 5055.606934
	Iteration 31Q: 3 clusters Score -3117055 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3117075.000000 Penalty: 5055.606934
	Iteration 32Q: 3 clusters Score -3117075 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3117106.750000 Penalty: 5055.606934
	Iteration 33Q: 3 clusters Score -3117107 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3117144.750000 Penalty: 5055.606934
	Iteration 34Q: 3 clusters Score -3117145 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3117169.250000 Penalty: 5055.606934
	Iteration 35Q: 3 clusters Score -3117169 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3117194.500000 Penalty: 5055.606934
	Iteration 36Q: 3 clusters Score -3117194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3117216.000000 Penalty: 5055.606934
	Iteration 37Q: 3 clusters Score -3117216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3117227.750000 Penalty: 5055.606934
	Iteration 38Q: 3 clusters Score -3117228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3117249.000000 Penalty: 5055.606934
	Iteration 39Q: 3 clusters Score -3117249 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3117263.500000 Penalty: 5055.606934
	Iteration 40F: 3 clusters Score -3117264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3117273.500000 Penalty: 5055.606934
	Iteration 41Q: 3 clusters Score -3117274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3117282.500000 Penalty: 5055.606934
	Iteration 42Q: 3 clusters Score -3117282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3117310.000000 Penalty: 5055.606934
	Iteration 43Q: 3 clusters Score -3117310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3117324.500000 Penalty: 5055.606934
	Iteration 44Q: 3 clusters Score -3117324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3117341.000000 Penalty: 5055.606934
	Iteration 45Q: 3 clusters Score -3117341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3117354.000000 Penalty: 5055.606934
	Iteration 46Q: 3 clusters Score -3117354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3117357.250000 Penalty: 5055.606934
	Iteration 47Q: 3 clusters Score -3117357 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3117377.250000 Penalty: 5055.606934
	Iteration 48Q: 3 clusters Score -3117377 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3117389.500000 Penalty: 5055.606934
	Iteration 49Q: 3 clusters Score -3117390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3117401.000000 Penalty: 5055.606934
	Iteration 50Q: 3 clusters Score -3117401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3117411.250000 Penalty: 5055.606934
	Iteration 51Q: 3 clusters Score -3117411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3117429.000000 Penalty: 5055.606934
	Iteration 52Q: 3 clusters Score -3117429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3117429.000000 Penalty: 5055.606934
	Iteration 53Q: 3 clusters Score -3117429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3117432.250000 Penalty: 5055.606934
	Iteration 54Q: 3 clusters Score -3117432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3117435.000000 Penalty: 5055.606934
	Iteration 55Q: 3 clusters Score -3117435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3117434.500000 Penalty: 5055.606934
	Iteration 56Q: 3 clusters Score -3117434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3117440.750000 Penalty: 5055.606934
	Iteration 57Q: 3 clusters Score -3117441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3117445.750000 Penalty: 5055.606934
	Iteration 58Q: 3 clusters Score -3117446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3117445.750000 Penalty: 5055.606934
	Iteration 59Q: 3 clusters Score -3117446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3117452.250000 Penalty: 5055.606934
	Iteration 60F: 3 clusters Score -3117452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3117458.000000 Penalty: 5055.606934
	Iteration 61Q: 3 clusters Score -3117458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3117461.250000 Penalty: 5055.606934
	Iteration 62Q: 3 clusters Score -3117461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3117466.500000 Penalty: 5055.606934
	Iteration 63Q: 3 clusters Score -3117466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3117469.000000 Penalty: 5055.606934
	Iteration 64Q: 3 clusters Score -3117469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3117472.000000 Penalty: 5055.606934
	Iteration 65Q: 3 clusters Score -3117472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3117476.000000 Penalty: 5055.606934
	Iteration 66Q: 3 clusters Score -3117476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3117477.750000 Penalty: 5055.606934
	Iteration 67Q: 3 clusters Score -3117478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3117477.750000 Penalty: 5055.606934
	Iteration 68Q: 3 clusters Score -3117478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3117479.250000 Penalty: 5055.606934
	Iteration 69Q: 3 clusters Score -3117479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3117483.750000 Penalty: 5055.606934
	Iteration 70Q: 3 clusters Score -3117484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3117483.000000 Penalty: 5055.606934
	Iteration 71Q: 3 clusters Score -3117483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3117491.250000 Penalty: 5055.606934
	Iteration 72Q: 3 clusters Score -3117491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3117487.500000 Penalty: 5055.606934
	Iteration 73Q: 3 clusters Score -3117488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3117486.500000 Penalty: 5055.606934
	Iteration 74Q: 3 clusters Score -3117486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3117492.250000 Penalty: 5055.606934
	Iteration 75Q: 3 clusters Score -3117492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3117494.250000 Penalty: 5055.606934
	Iteration 76Q: 3 clusters Score -3117494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3117492.000000 Penalty: 5055.606934
	Iteration 77Q: 3 clusters Score -3117492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3117496.750000 Penalty: 5055.606934
	Iteration 78Q: 3 clusters Score -3117497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3117497.000000 Penalty: 5055.606934
	Iteration 79Q: 3 clusters Score -3117497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3117497.500000 Penalty: 5055.606934
	Iteration 80F: 3 clusters Score -3117498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3117500.000000 Penalty: 5055.606934
	Iteration 81Q: 3 clusters Score -3117500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3117506.500000 Penalty: 5055.606934
	Iteration 82Q: 3 clusters Score -3117506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3117505.000000 Penalty: 5055.606934
	Iteration 83Q: 3 clusters Score -3117505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3117501.250000 Penalty: 5055.606934
	Iteration 84Q: 3 clusters Score -3117501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3117506.750000 Penalty: 5055.606934
	Iteration 85Q: 3 clusters Score -3117507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3117515.250000 Penalty: 5055.606934
	Iteration 86Q: 3 clusters Score -3117515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3117515.500000 Penalty: 5055.606934
	Iteration 87Q: 3 clusters Score -3117516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3117514.500000 Penalty: 5055.606934
	Iteration 88Q: 3 clusters Score -3117514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3117513.250000 Penalty: 5055.606934
	Iteration 89Q: 3 clusters Score -3117513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3117520.500000 Penalty: 5055.606934
	Iteration 90Q: 3 clusters Score -3117520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3117528.000000 Penalty: 5055.606934
	Iteration 91Q: 3 clusters Score -3117528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3117535.000000 Penalty: 5055.606934
	Iteration 92Q: 3 clusters Score -3117535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3117537.750000 Penalty: 5055.606934
	Iteration 93Q: 3 clusters Score -3117538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3117541.000000 Penalty: 5055.606934
	Iteration 94Q: 3 clusters Score -3117541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3117541.750000 Penalty: 5055.606934
	Iteration 95Q: 3 clusters Score -3117542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3117543.750000 Penalty: 5055.606934
	Iteration 96Q: 3 clusters Score -3117544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3117544.500000 Penalty: 5055.606934
	Iteration 97Q: 3 clusters Score -3117544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3117548.750000 Penalty: 5055.606934
	Iteration 98Q: 3 clusters Score -3117549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3117554.000000 Penalty: 5055.606934
	Iteration 99Q: 3 clusters Score -3117554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3117551.000000 Penalty: 5055.606934
	Iteration 100F: 3 clusters Score -3117551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3117559.500000 Penalty: 5055.606934
	Iteration 101Q: 3 clusters Score -3117560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3117567.500000 Penalty: 5055.606934
	Iteration 102Q: 3 clusters Score -3117568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3117564.500000 Penalty: 5055.606934
	Iteration 103Q: 3 clusters Score -3117564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3117572.500000 Penalty: 5055.606934
	Iteration 104Q: 3 clusters Score -3117572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3117570.250000 Penalty: 5055.606934
	Iteration 105Q: 3 clusters Score -3117570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3117572.000000 Penalty: 5055.606934
	Iteration 106Q: 3 clusters Score -3117572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3117574.000000 Penalty: 5055.606934
	Iteration 107Q: 3 clusters Score -3117574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3117572.250000 Penalty: 5055.606934
	Iteration 108Q: 3 clusters Score -3117572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3117577.500000 Penalty: 5055.606934
	Iteration 109Q: 3 clusters Score -3117578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3117573.250000 Penalty: 5055.606934
	Iteration 110Q: 3 clusters Score -3117573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3117573.250000 Penalty: 5055.606934
	Iteration 111F: 3 clusters Score -3117573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Entering Unmasked Estep 
Score: -494549.250000 Penalty: 2075.895752
	Iteration 0F: 2 clusters Score -494549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -490386.156250 Penalty: 4151.791504
	Iteration 0F: 3 clusters Score -490386.2 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -491289.593750 Penalty: 4151.791504
	Iteration 1F: 3 clusters Score -491289.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -491472.031250 Penalty: 4151.791504
	Iteration 2F: 3 clusters Score -491472 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -491612.468750 Penalty: 4151.791504
	Iteration 3Q: 3 clusters Score -491612.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -491747.718750 Penalty: 4151.791504
	Iteration 4Q: 3 clusters Score -491747.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -491890.906250 Penalty: 4151.791504
	Iteration 5Q: 3 clusters Score -491890.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -492071.781250 Penalty: 4151.791504
	Iteration 6Q: 3 clusters Score -492071.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -492280.343750 Penalty: 4151.791504
	Iteration 7Q: 3 clusters Score -492280.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -492536.656250 Penalty: 4151.791504
	Iteration 8Q: 3 clusters Score -492536.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -492879.343750 Penalty: 4151.791504
	Iteration 9F: 3 clusters Score -492879.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -493400.750000 Penalty: 4151.791504
	Iteration 10F: 3 clusters Score -493400.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -494028.562500 Penalty: 4151.791504
	Iteration 11F: 3 clusters Score -494028.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -494672.281250 Penalty: 4151.791504
	Iteration 12F: 3 clusters Score -494672.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -495116.312500 Penalty: 4151.791504
	Iteration 13F: 3 clusters Score -495116.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -495337.375000 Penalty: 4151.791504
	Iteration 14Q: 3 clusters Score -495337.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -495409.281250 Penalty: 4151.791504
	Iteration 15Q: 3 clusters Score -495409.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -495433.500000 Penalty: 4151.791504
	Iteration 16Q: 3 clusters Score -495433.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -495446.875000 Penalty: 4151.791504
	Iteration 17Q: 3 clusters Score -495446.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -495451.687500 Penalty: 4151.791504
	Iteration 18Q: 3 clusters Score -495451.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -495454.093750 Penalty: 4151.791504
	Iteration 19Q: 3 clusters Score -495454.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -495456.531250 Penalty: 4151.791504
	Iteration 20F: 3 clusters Score -495456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -495457.843750 Penalty: 4151.791504
	Iteration 21Q: 3 clusters Score -495457.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -495458.500000 Penalty: 4151.791504
	Iteration 22Q: 3 clusters Score -495458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -495459.531250 Penalty: 4151.791504
	Iteration 23Q: 3 clusters Score -495459.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -495459.531250 Penalty: 4151.791504
	Iteration 24F: 3 clusters Score -495459.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 320952 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 65330 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 29393 members 
Mstep: Class 13 contains 42505 members 
Mstep: Class 14 contains 26709 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154624 members 
Mstep: Class 20 contains 115858 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 2206 members 
Entering Unmasked Estep 
Score: -92669768.000000 Penalty: 74294.250000
Splitting cluster 15 changes total score from -92670200.000000 to -92669768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Entering Unmasked Estep 
Score: -780628.125000 Penalty: 2183.732910
	Iteration 0F: 2 clusters Score -780628.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -775086.562500 Penalty: 4367.465820
	Iteration 0F: 3 clusters Score -775086.6 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -776445.250000 Penalty: 4367.465820
	Iteration 1F: 3 clusters Score -776445.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -776704.750000 Penalty: 4367.465820
	Iteration 2F: 3 clusters Score -776704.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -776879.562500 Penalty: 4367.465820
	Iteration 3F: 3 clusters Score -776879.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -777011.562500 Penalty: 4367.465820
	Iteration 4Q: 3 clusters Score -777011.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -777114.375000 Penalty: 4367.465820
	Iteration 5Q: 3 clusters Score -777114.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -777210.312500 Penalty: 4367.465820
	Iteration 6Q: 3 clusters Score -777210.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -777283.125000 Penalty: 4367.465820
	Iteration 7Q: 3 clusters Score -777283.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -777356.625000 Penalty: 4367.465820
	Iteration 8Q: 3 clusters Score -777356.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -777423.812500 Penalty: 4367.465820
	Iteration 9Q: 3 clusters Score -777423.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -777504.875000 Penalty: 4367.465820
	Iteration 10Q: 3 clusters Score -777504.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -777592.125000 Penalty: 4367.465820
	Iteration 11Q: 3 clusters Score -777592.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -777671.375000 Penalty: 4367.465820
	Iteration 12Q: 3 clusters Score -777671.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -777741.187500 Penalty: 4367.465820
	Iteration 13Q: 3 clusters Score -777741.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -777826.250000 Penalty: 4367.465820
	Iteration 14Q: 3 clusters Score -777826.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -777913.437500 Penalty: 4367.465820
	Iteration 15Q: 3 clusters Score -777913.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -778013.937500 Penalty: 4367.465820
	Iteration 16Q: 3 clusters Score -778013.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -778106.062500 Penalty: 4367.465820
	Iteration 17Q: 3 clusters Score -778106.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -778184.500000 Penalty: 4367.465820
	Iteration 18Q: 3 clusters Score -778184.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -778260.125000 Penalty: 4367.465820
	Iteration 19Q: 3 clusters Score -778260.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -778332.562500 Penalty: 4367.465820
	Iteration 20F: 3 clusters Score -778332.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -778407.187500 Penalty: 4367.465820
	Iteration 21Q: 3 clusters Score -778407.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -778474.125000 Penalty: 4367.465820
	Iteration 22Q: 3 clusters Score -778474.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -778533.812500 Penalty: 4367.465820
	Iteration 23Q: 3 clusters Score -778533.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -778585.937500 Penalty: 4367.465820
	Iteration 24Q: 3 clusters Score -778585.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -778630.187500 Penalty: 4367.465820
	Iteration 25Q: 3 clusters Score -778630.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -778663.500000 Penalty: 4367.465820
	Iteration 26Q: 3 clusters Score -778663.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -778696.625000 Penalty: 4367.465820
	Iteration 27Q: 3 clusters Score -778696.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -778720.250000 Penalty: 4367.465820
	Iteration 28Q: 3 clusters Score -778720.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -778741.437500 Penalty: 4367.465820
	Iteration 29Q: 3 clusters Score -778741.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -778752.687500 Penalty: 4367.465820
	Iteration 30Q: 3 clusters Score -778752.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -778764.375000 Penalty: 4367.465820
	Iteration 31Q: 3 clusters Score -778764.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -778773.312500 Penalty: 4367.465820
	Iteration 32Q: 3 clusters Score -778773.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -778778.375000 Penalty: 4367.465820
	Iteration 33Q: 3 clusters Score -778778.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -778782.500000 Penalty: 4367.465820
	Iteration 34Q: 3 clusters Score -778782.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -778785.125000 Penalty: 4367.465820
	Iteration 35Q: 3 clusters Score -778785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -778788.125000 Penalty: 4367.465820
	Iteration 36Q: 3 clusters Score -778788.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -778788.500000 Penalty: 4367.465820
	Iteration 37Q: 3 clusters Score -778788.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -778791.312500 Penalty: 4367.465820
	Iteration 38Q: 3 clusters Score -778791.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -778792.812500 Penalty: 4367.465820
	Iteration 39Q: 3 clusters Score -778792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -778795.812500 Penalty: 4367.465820
	Iteration 40F: 3 clusters Score -778795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -778795.437500 Penalty: 4367.465820
	Iteration 41Q: 3 clusters Score -778795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -778796.562500 Penalty: 4367.465820
	Iteration 42Q: 3 clusters Score -778796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -778797.937500 Penalty: 4367.465820
	Iteration 43Q: 3 clusters Score -778797.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -778797.937500 Penalty: 4367.465820
	Iteration 44F: 3 clusters Score -778797.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -66478.140625 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -66478.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64865.207031 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -64865.21 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65161.093750 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -65161.09 nChanged 49
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: -65324.175781 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -65324.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -65427.328125 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -65427.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65543.242188 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -65543.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65635.656250 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -65635.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65811.234375 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -65811.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -66000.750000 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -66000.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66162.937500 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -66162.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -66288.132812 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -66288.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -66362.906250 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -66362.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -66396.007812 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -66396.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -66422.929688 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -66422.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66467.515625 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -66467.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66555.054688 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -66555.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -66649.929688 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -66649.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66971.007812 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -66971.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -67234.273438 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -67234.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67248.593750 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -67248.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -67321.898438 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -67321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -67432.476562 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -67432.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 320952 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 65330 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 29393 members 
Mstep: Class 13 contains 42505 members 
Mstep: Class 14 contains 26709 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154624 members 
Mstep: Class 20 contains 115858 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 436 members 
Entering Unmasked Estep 
Score: -92669312.000000 Penalty: 74294.250000
Splitting cluster 17 changes total score from -92670200.000000 to -92669312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -198542.500000 Penalty: 1880.645386
	Iteration 0F: 2 clusters Score -198542.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -195938.468750 Penalty: 3761.290771
	Iteration 0F: 3 clusters Score -195938.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -196429.921875 Penalty: 3761.290771
	Iteration 1F: 3 clusters Score -196429.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -196556.968750 Penalty: 3761.290771
	Iteration 2F: 3 clusters Score -196557 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -196622.984375 Penalty: 3761.290771
	Iteration 3Q: 3 clusters Score -196623 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -196668.500000 Penalty: 3761.290771
	Iteration 4Q: 3 clusters Score -196668.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -196706.515625 Penalty: 3761.290771
	Iteration 5Q: 3 clusters Score -196706.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -196741.796875 Penalty: 3761.290771
	Iteration 6Q: 3 clusters Score -196741.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -196773.437500 Penalty: 3761.290771
	Iteration 7Q: 3 clusters Score -196773.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -196798.640625 Penalty: 3761.290771
	Iteration 8Q: 3 clusters Score -196798.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -196826.406250 Penalty: 3761.290771
	Iteration 9Q: 3 clusters Score -196826.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -196845.406250 Penalty: 3761.290771
	Iteration 10Q: 3 clusters Score -196845.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -196862.921875 Penalty: 3761.290771
	Iteration 11Q: 3 clusters Score -196862.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -196887.031250 Penalty: 3761.290771
	Iteration 12Q: 3 clusters Score -196887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -196909.250000 Penalty: 3761.290771
	Iteration 13Q: 3 clusters Score -196909.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -196929.171875 Penalty: 3761.290771
	Iteration 14Q: 3 clusters Score -196929.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -196941.156250 Penalty: 3761.290771
	Iteration 15Q: 3 clusters Score -196941.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -196947.921875 Penalty: 3761.290771
	Iteration 16Q: 3 clusters Score -196947.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -196959.500000 Penalty: 3761.290771
	Iteration 17Q: 3 clusters Score -196959.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -196967.640625 Penalty: 3761.290771
	Iteration 18Q: 3 clusters Score -196967.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -196974.531250 Penalty: 3761.290771
	Iteration 19Q: 3 clusters Score -196974.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -196978.390625 Penalty: 3761.290771
	Iteration 20F: 3 clusters Score -196978.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -196980.625000 Penalty: 3761.290771
	Iteration 21Q: 3 clusters Score -196980.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -196983.171875 Penalty: 3761.290771
	Iteration 22Q: 3 clusters Score -196983.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -196988.609375 Penalty: 3761.290771
	Iteration 23Q: 3 clusters Score -196988.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -196992.937500 Penalty: 3761.290771
	Iteration 24Q: 3 clusters Score -196992.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -196994.140625 Penalty: 3761.290771
	Iteration 25Q: 3 clusters Score -196994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -196995.203125 Penalty: 3761.290771
	Iteration 26Q: 3 clusters Score -196995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -196995.812500 Penalty: 3761.290771
	Iteration 27Q: 3 clusters Score -196995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -196998.281250 Penalty: 3761.290771
	Iteration 28Q: 3 clusters Score -196998.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -197001.203125 Penalty: 3761.290771
	Iteration 29Q: 3 clusters Score -197001.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -197004.562500 Penalty: 3761.290771
	Iteration 30Q: 3 clusters Score -197004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -197006.984375 Penalty: 3761.290771
	Iteration 31Q: 3 clusters Score -197007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -197008.703125 Penalty: 3761.290771
	Iteration 32Q: 3 clusters Score -197008.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -197010.750000 Penalty: 3761.290771
	Iteration 33Q: 3 clusters Score -197010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -197013.312500 Penalty: 3761.290771
	Iteration 34Q: 3 clusters Score -197013.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -197015.062500 Penalty: 3761.290771
	Iteration 35Q: 3 clusters Score -197015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -197016.578125 Penalty: 3761.290771
	Iteration 36Q: 3 clusters Score -197016.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -197017.765625 Penalty: 3761.290771
	Iteration 37Q: 3 clusters Score -197017.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -197019.609375 Penalty: 3761.290771
	Iteration 38Q: 3 clusters Score -197019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -197019.734375 Penalty: 3761.290771
	Iteration 39Q: 3 clusters Score -197019.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -197019.734375 Penalty: 3761.290771
	Iteration 40F: 3 clusters Score -197019.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (154624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Entering Unmasked Estep 
Score: -17890714.000000 Penalty: 2963.290283
	Iteration 0F: 2 clusters Score -1.789071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -17787302.000000 Penalty: 5926.580566
	Iteration 0F: 3 clusters Score -1.77873e+07 nChanged 73945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 76157 members 
Entering Unmasked Estep 
Score: -17830230.000000 Penalty: 5926.580566
	Iteration 1F: 3 clusters Score -1.783023e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 75137 members 
Entering Unmasked Estep 
Score: -17831278.000000 Penalty: 5926.580566
	Iteration 2Q: 3 clusters Score -1.783128e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 73477 members 
Entering Unmasked Estep 
Score: -17832344.000000 Penalty: 5926.580566
	Iteration 3Q: 3 clusters Score -1.783234e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83557 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -17833654.000000 Penalty: 5926.580566
	Iteration 4Q: 3 clusters Score -1.783365e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -17835844.000000 Penalty: 5926.580566
	Iteration 5Q: 3 clusters Score -1.783584e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92191 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -17838994.000000 Penalty: 5926.580566
	Iteration 6Q: 3 clusters Score -1.783899e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99238 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -17843722.000000 Penalty: 5926.580566
	Iteration 7F: 3 clusters Score -1.784372e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -17850244.000000 Penalty: 5926.580566
	Iteration 8F: 3 clusters Score -1.785024e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118301 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -17858688.000000 Penalty: 5926.580566
	Iteration 9F: 3 clusters Score -1.785869e+07 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128075 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -17866954.000000 Penalty: 5926.580566
	Iteration 10F: 3 clusters Score -1.786695e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136379 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -17874114.000000 Penalty: 5926.580566
	Iteration 11F: 3 clusters Score -1.787411e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142590 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -17879506.000000 Penalty: 5926.580566
	Iteration 12Q: 3 clusters Score -1.787951e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146825 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -17882806.000000 Penalty: 5926.580566
	Iteration 13Q: 3 clusters Score -1.788281e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149641 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -17884922.000000 Penalty: 5926.580566
	Iteration 14Q: 3 clusters Score -1.788492e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151454 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -17886164.000000 Penalty: 5926.580566
	Iteration 15Q: 3 clusters Score -1.788616e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152488 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -17886974.000000 Penalty: 5926.580566
	Iteration 16Q: 3 clusters Score -1.788697e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153098 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -17887390.000000 Penalty: 5926.580566
	Iteration 17Q: 3 clusters Score -1.788739e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153435 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -17887638.000000 Penalty: 5926.580566
	Iteration 18Q: 3 clusters Score -1.788764e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153652 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -17887812.000000 Penalty: 5926.580566
	Iteration 19Q: 3 clusters Score -1.788781e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153772 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -17887922.000000 Penalty: 5926.580566
	Iteration 20F: 3 clusters Score -1.788792e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153841 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -17887986.000000 Penalty: 5926.580566
	Iteration 21Q: 3 clusters Score -1.788799e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153889 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -17888014.000000 Penalty: 5926.580566
	Iteration 22Q: 3 clusters Score -1.788801e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153935 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -17888060.000000 Penalty: 5926.580566
	Iteration 23Q: 3 clusters Score -1.788806e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153962 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -17888088.000000 Penalty: 5926.580566
	Iteration 24Q: 3 clusters Score -1.788809e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153985 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -17888096.000000 Penalty: 5926.580566
	Iteration 25Q: 3 clusters Score -1.78881e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154009 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -17888108.000000 Penalty: 5926.580566
	Iteration 26Q: 3 clusters Score -1.788811e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154027 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -17888126.000000 Penalty: 5926.580566
	Iteration 27Q: 3 clusters Score -1.788813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154036 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -17888130.000000 Penalty: 5926.580566
	Iteration 28Q: 3 clusters Score -1.788813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154049 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -17888144.000000 Penalty: 5926.580566
	Iteration 29Q: 3 clusters Score -1.788814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154056 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -17888154.000000 Penalty: 5926.580566
	Iteration 30Q: 3 clusters Score -1.788815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154063 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -17888172.000000 Penalty: 5926.580566
	Iteration 31Q: 3 clusters Score -1.788817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154067 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -17888186.000000 Penalty: 5926.580566
	Iteration 32Q: 3 clusters Score -1.788819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154067 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -17888196.000000 Penalty: 5926.580566
	Iteration 33Q: 3 clusters Score -1.78882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154067 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -17888194.000000 Penalty: 5926.580566
	Iteration 34Q: 3 clusters Score -1.788819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -17888194.000000 Penalty: 5926.580566
	Iteration 35Q: 3 clusters Score -1.788819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154065 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -17888196.000000 Penalty: 5926.580566
	Iteration 36Q: 3 clusters Score -1.78882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154065 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -17888196.000000 Penalty: 5926.580566
	Iteration 37F: 3 clusters Score -1.78882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (115858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115858 members 
Entering Unmasked Estep 
Score: -13514209.000000 Penalty: 2891.709961
	Iteration 0F: 2 clusters Score -1.351421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -13436637.000000 Penalty: 5783.419922
	Iteration 0F: 3 clusters Score -1.343664e+07 nChanged 55036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -13468409.000000 Penalty: 5783.419922
	Iteration 1F: 3 clusters Score -1.346841e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -13469385.000000 Penalty: 5783.419922
	Iteration 2Q: 3 clusters Score -1.346938e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -13470351.000000 Penalty: 5783.419922
	Iteration 3Q: 3 clusters Score -1.347035e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -13471470.000000 Penalty: 5783.419922
	Iteration 4Q: 3 clusters Score -1.347147e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -13472918.000000 Penalty: 5783.419922
	Iteration 5Q: 3 clusters Score -1.347292e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57271 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -13474557.000000 Penalty: 5783.419922
	Iteration 6Q: 3 clusters Score -1.347456e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56410 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -13476758.000000 Penalty: 5783.419922
	Iteration 7Q: 3 clusters Score -1.347676e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -13479692.000000 Penalty: 5783.419922
	Iteration 8Q: 3 clusters Score -1.347969e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -13483764.000000 Penalty: 5783.419922
	Iteration 9F: 3 clusters Score -1.348376e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -13488622.000000 Penalty: 5783.419922
	Iteration 10F: 3 clusters Score -1.348862e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -13492666.000000 Penalty: 5783.419922
	Iteration 11F: 3 clusters Score -1.349267e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -13494680.000000 Penalty: 5783.419922
	Iteration 12Q: 3 clusters Score -1.349468e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 68999 members 
Entering Unmasked Estep 
Score: -13495576.000000 Penalty: 5783.419922
	Iteration 13Q: 3 clusters Score -1.349558e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -13496216.000000 Penalty: 5783.419922
	Iteration 14Q: 3 clusters Score -1.349622e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
Score: -13496758.000000 Penalty: 5783.419922
	Iteration 15Q: 3 clusters Score -1.349676e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 73687 members 
Entering Unmasked Estep 
Score: -13497249.000000 Penalty: 5783.419922
	Iteration 16Q: 3 clusters Score -1.349725e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -13497932.000000 Penalty: 5783.419922
	Iteration 17Q: 3 clusters Score -1.349793e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 77360 members 
Entering Unmasked Estep 
Score: -13498540.000000 Penalty: 5783.419922
	Iteration 18Q: 3 clusters Score -1.349854e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -13499185.000000 Penalty: 5783.419922
	Iteration 19Q: 3 clusters Score -1.349918e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -13499898.000000 Penalty: 5783.419922
	Iteration 20F: 3 clusters Score -1.34999e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -13500521.000000 Penalty: 5783.419922
	Iteration 21Q: 3 clusters Score -1.350052e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -13501235.000000 Penalty: 5783.419922
	Iteration 22Q: 3 clusters Score -1.350124e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 86986 members 
Entering Unmasked Estep 
Score: -13501884.000000 Penalty: 5783.419922
	Iteration 23Q: 3 clusters Score -1.350188e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -13502567.000000 Penalty: 5783.419922
	Iteration 24Q: 3 clusters Score -1.350257e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -13503100.000000 Penalty: 5783.419922
	Iteration 25Q: 3 clusters Score -1.35031e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -13503693.000000 Penalty: 5783.419922
	Iteration 26Q: 3 clusters Score -1.350369e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 94368 members 
Entering Unmasked Estep 
Score: -13504445.000000 Penalty: 5783.419922
	Iteration 27Q: 3 clusters Score -1.350444e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -13505107.000000 Penalty: 5783.419922
	Iteration 28Q: 3 clusters Score -1.350511e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -13505737.000000 Penalty: 5783.419922
	Iteration 29Q: 3 clusters Score -1.350574e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 99391 members 
Entering Unmasked Estep 
Score: -13506289.000000 Penalty: 5783.419922
	Iteration 30Q: 3 clusters Score -1.350629e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -13506910.000000 Penalty: 5783.419922
	Iteration 31Q: 3 clusters Score -1.350691e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 102410 members 
Entering Unmasked Estep 
Score: -13507469.000000 Penalty: 5783.419922
	Iteration 32Q: 3 clusters Score -1.350747e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 103747 members 
Entering Unmasked Estep 
Score: -13507990.000000 Penalty: 5783.419922
	Iteration 33Q: 3 clusters Score -1.350799e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -13508503.000000 Penalty: 5783.419922
	Iteration 34Q: 3 clusters Score -1.35085e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 106153 members 
Entering Unmasked Estep 
Score: -13508972.000000 Penalty: 5783.419922
	Iteration 35Q: 3 clusters Score -1.350897e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 107228 members 
Entering Unmasked Estep 
Score: -13509408.000000 Penalty: 5783.419922
	Iteration 36Q: 3 clusters Score -1.350941e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 108174 members 
Entering Unmasked Estep 
Score: -13509776.000000 Penalty: 5783.419922
	Iteration 37Q: 3 clusters Score -1.350978e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 108984 members 
Entering Unmasked Estep 
Score: -13510003.000000 Penalty: 5783.419922
	Iteration 38Q: 3 clusters Score -1.351e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 109689 members 
Entering Unmasked Estep 
Score: -13510262.000000 Penalty: 5783.419922
	Iteration 39Q: 3 clusters Score -1.351026e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 110325 members 
Entering Unmasked Estep 
Score: -13510475.000000 Penalty: 5783.419922
	Iteration 40F: 3 clusters Score -1.351048e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -13510769.000000 Penalty: 5783.419922
	Iteration 41Q: 3 clusters Score -1.351077e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 111413 members 
Entering Unmasked Estep 
Score: -13511013.000000 Penalty: 5783.419922
	Iteration 42Q: 3 clusters Score -1.351101e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 111833 members 
Entering Unmasked Estep 
Score: -13511209.000000 Penalty: 5783.419922
	Iteration 43Q: 3 clusters Score -1.351121e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 112229 members 
Entering Unmasked Estep 
Score: -13511359.000000 Penalty: 5783.419922
	Iteration 44Q: 3 clusters Score -1.351136e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 112541 members 
Entering Unmasked Estep 
Score: -13511461.000000 Penalty: 5783.419922
	Iteration 45Q: 3 clusters Score -1.351146e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 112785 members 
Entering Unmasked Estep 
Score: -13511539.000000 Penalty: 5783.419922
	Iteration 46Q: 3 clusters Score -1.351154e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 112991 members 
Entering Unmasked Estep 
Score: -13511589.000000 Penalty: 5783.419922
	Iteration 47Q: 3 clusters Score -1.351159e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 113155 members 
Entering Unmasked Estep 
Score: -13511664.000000 Penalty: 5783.419922
	Iteration 48Q: 3 clusters Score -1.351166e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 113292 members 
Entering Unmasked Estep 
Score: -13511706.000000 Penalty: 5783.419922
	Iteration 49Q: 3 clusters Score -1.351171e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 113415 members 
Entering Unmasked Estep 
Score: -13511712.000000 Penalty: 5783.419922
	Iteration 50Q: 3 clusters Score -1.351171e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 113515 members 
Entering Unmasked Estep 
Score: -13511744.000000 Penalty: 5783.419922
	Iteration 51Q: 3 clusters Score -1.351174e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 113595 members 
Entering Unmasked Estep 
Score: -13511777.000000 Penalty: 5783.419922
	Iteration 52Q: 3 clusters Score -1.351178e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 113674 members 
Entering Unmasked Estep 
Score: -13511785.000000 Penalty: 5783.419922
	Iteration 53Q: 3 clusters Score -1.351178e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 113748 members 
Entering Unmasked Estep 
Score: -13511804.000000 Penalty: 5783.419922
	Iteration 54Q: 3 clusters Score -1.35118e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 113803 members 
Entering Unmasked Estep 
Score: -13511798.000000 Penalty: 5783.419922
	Iteration 55Q: 3 clusters Score -1.35118e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -13511794.000000 Penalty: 5783.419922
	Iteration 56Q: 3 clusters Score -1.351179e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
Score: -13511810.000000 Penalty: 5783.419922
	Iteration 57Q: 3 clusters Score -1.351181e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 113939 members 
Entering Unmasked Estep 
Score: -13511809.000000 Penalty: 5783.419922
	Iteration 58Q: 3 clusters Score -1.351181e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 113984 members 
Entering Unmasked Estep 
Score: -13511826.000000 Penalty: 5783.419922
	Iteration 59Q: 3 clusters Score -1.351183e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 114023 members 
Entering Unmasked Estep 
Score: -13511851.000000 Penalty: 5783.419922
	Iteration 60F: 3 clusters Score -1.351185e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 114063 members 
Entering Unmasked Estep 
Score: -13511884.000000 Penalty: 5783.419922
	Iteration 61Q: 3 clusters Score -1.351188e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 114099 members 
Entering Unmasked Estep 
Score: -13511874.000000 Penalty: 5783.419922
	Iteration 62Q: 3 clusters Score -1.351187e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 114123 members 
Entering Unmasked Estep 
Score: -13511880.000000 Penalty: 5783.419922
	Iteration 63Q: 3 clusters Score -1.351188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 114150 members 
Entering Unmasked Estep 
Score: -13511897.000000 Penalty: 5783.419922
	Iteration 64Q: 3 clusters Score -1.35119e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 114183 members 
Entering Unmasked Estep 
Score: -13511910.000000 Penalty: 5783.419922
	Iteration 65Q: 3 clusters Score -1.351191e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 114210 members 
Entering Unmasked Estep 
Score: -13511920.000000 Penalty: 5783.419922
	Iteration 66Q: 3 clusters Score -1.351192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 114233 members 
Entering Unmasked Estep 
Score: -13511933.000000 Penalty: 5783.419922
	Iteration 67Q: 3 clusters Score -1.351193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 114251 members 
Entering Unmasked Estep 
Score: -13511953.000000 Penalty: 5783.419922
	Iteration 68Q: 3 clusters Score -1.351195e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 114270 members 
Entering Unmasked Estep 
Score: -13511938.000000 Penalty: 5783.419922
	Iteration 69Q: 3 clusters Score -1.351194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 114285 members 
Entering Unmasked Estep 
Score: -13511954.000000 Penalty: 5783.419922
	Iteration 70Q: 3 clusters Score -1.351195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 114296 members 
Entering Unmasked Estep 
Score: -13511961.000000 Penalty: 5783.419922
	Iteration 71Q: 3 clusters Score -1.351196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 114314 members 
Entering Unmasked Estep 
Score: -13511962.000000 Penalty: 5783.419922
	Iteration 72Q: 3 clusters Score -1.351196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 114326 members 
Entering Unmasked Estep 
Score: -13511970.000000 Penalty: 5783.419922
	Iteration 73Q: 3 clusters Score -1.351197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -13511982.000000 Penalty: 5783.419922
	Iteration 74Q: 3 clusters Score -1.351198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 114355 members 
Entering Unmasked Estep 
Score: -13511984.000000 Penalty: 5783.419922
	Iteration 75Q: 3 clusters Score -1.351198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 114367 members 
Entering Unmasked Estep 
Score: -13511992.000000 Penalty: 5783.419922
	Iteration 76Q: 3 clusters Score -1.351199e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -13511982.000000 Penalty: 5783.419922
	Iteration 77Q: 3 clusters Score -1.351198e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 114395 members 
Entering Unmasked Estep 
Score: -13511996.000000 Penalty: 5783.419922
	Iteration 78Q: 3 clusters Score -1.3512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 114411 members 
Entering Unmasked Estep 
Score: -13511986.000000 Penalty: 5783.419922
	Iteration 79Q: 3 clusters Score -1.351199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -13511986.000000 Penalty: 5783.419922
	Iteration 80F: 3 clusters Score -1.351199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 114426 members 
Entering Unmasked Estep 
Score: -13511989.000000 Penalty: 5783.419922
	Iteration 81Q: 3 clusters Score -1.351199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 114434 members 
Entering Unmasked Estep 
Score: -13511989.000000 Penalty: 5783.419922
	Iteration 82Q: 3 clusters Score -1.351199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 114441 members 
Entering Unmasked Estep 
Score: -13512004.000000 Penalty: 5783.419922
	Iteration 83Q: 3 clusters Score -1.3512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 114447 members 
Entering Unmasked Estep 
Score: -13511989.000000 Penalty: 5783.419922
	Iteration 84Q: 3 clusters Score -1.351199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 114450 members 
Entering Unmasked Estep 
Score: -13511991.000000 Penalty: 5783.419922
	Iteration 85Q: 3 clusters Score -1.351199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 114455 members 
Entering Unmasked Estep 
Score: -13512005.000000 Penalty: 5783.419922
	Iteration 86Q: 3 clusters Score -1.3512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 114457 members 
Entering Unmasked Estep 
Score: -13512001.000000 Penalty: 5783.419922
	Iteration 87Q: 3 clusters Score -1.3512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 114459 members 
Entering Unmasked Estep 
Score: -13511994.000000 Penalty: 5783.419922
	Iteration 88Q: 3 clusters Score -1.351199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 114459 members 
Entering Unmasked Estep 
Score: -13511994.000000 Penalty: 5783.419922
	Iteration 89F: 3 clusters Score -1.351199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -32517.503906 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -32517.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31160.078125 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -31160.08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31410.037109 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -31410.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31541.968750 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -31541.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31651.619141 Penalty: 2938.430908
	Iteration 3F: 3 clusters Score -31651.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31743.406250 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -31743.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31806.023438 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -31806.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31844.042969 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -31844.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31876.916016 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -31876.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31951.490234 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -31951.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32008.519531 Penalty: 2938.430908
	Iteration 9Q: 3 clusters Score -32008.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32089.968750 Penalty: 2938.430908
	Iteration 10Q: 3 clusters Score -32089.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32136.572266 Penalty: 2938.430908
	Iteration 11Q: 3 clusters Score -32136.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32193.455078 Penalty: 2938.430908
	Iteration 12Q: 3 clusters Score -32193.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32217.945312 Penalty: 2938.430908
	Iteration 13Q: 3 clusters Score -32217.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32279.904297 Penalty: 2938.430908
	Iteration 14Q: 3 clusters Score -32279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32311.240234 Penalty: 2938.430908
	Iteration 15Q: 3 clusters Score -32311.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32322.316406 Penalty: 2938.430908
	Iteration 16Q: 3 clusters Score -32322.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32345.861328 Penalty: 2938.430908
	Iteration 17Q: 3 clusters Score -32345.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32350.802734 Penalty: 2938.430908
	Iteration 18Q: 3 clusters Score -32350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32350.802734 Penalty: 2938.430908
	Iteration 19F: 3 clusters Score -32350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 320952 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 65330 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 29393 members 
Mstep: Class 13 contains 42505 members 
Mstep: Class 14 contains 26709 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154624 members 
Mstep: Class 20 contains 115858 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670144.000000 Penalty: 70917.242188
Iteration 79Q: 22 clusters Score -9.267014e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 320954 members 
Mstep: Class 3 contains 13096 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 65328 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22187 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 29398 members 
Mstep: Class 13 contains 42510 members 
Mstep: Class 14 contains 26774 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6672 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154556 members 
Mstep: Class 20 contains 115843 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670208.000000 Penalty: 70917.242188
Iteration 80F: 22 clusters Score -9.267021e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 320946 members 
Mstep: Class 3 contains 13096 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 7 contains 65331 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22194 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 29402 members 
Mstep: Class 13 contains 42515 members 
Mstep: Class 14 contains 26841 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6672 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154500 members 
Mstep: Class 20 contains 115820 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670304.000000 Penalty: 70917.242188
Iteration 81Q: 22 clusters Score -9.26703e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 320939 members 
Mstep: Class 3 contains 13097 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 65333 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22200 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 29403 members 
Mstep: Class 13 contains 42517 members 
Mstep: Class 14 contains 26931 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154437 members 
Mstep: Class 20 contains 115787 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670352.000000 Penalty: 70917.242188
Iteration 82Q: 22 clusters Score -9.267035e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 320932 members 
Mstep: Class 3 contains 13097 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 7 contains 65334 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22206 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 29409 members 
Mstep: Class 13 contains 42521 members 
Mstep: Class 14 contains 27003 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154377 members 
Mstep: Class 20 contains 115765 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670360.000000 Penalty: 70917.242188
Iteration 83Q: 22 clusters Score -9.267036e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 320952 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 7 contains 65336 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22211 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 29411 members 
Mstep: Class 13 contains 42524 members 
Mstep: Class 14 contains 27059 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154306 members 
Mstep: Class 20 contains 115746 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670480.000000 Penalty: 70917.242188
Iteration 84Q: 22 clusters Score -9.267048e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 320957 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 7 contains 65333 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22217 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 29413 members 
Mstep: Class 13 contains 42524 members 
Mstep: Class 14 contains 27121 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154239 members 
Mstep: Class 20 contains 115738 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670384.000000 Penalty: 70917.242188
Iteration 85Q: 22 clusters Score -9.267038e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 320978 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 65333 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22219 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 29421 members 
Mstep: Class 13 contains 42526 members 
Mstep: Class 14 contains 27175 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6671 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154167 members 
Mstep: Class 20 contains 115727 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670472.000000 Penalty: 70917.242188
Iteration 86Q: 22 clusters Score -9.267047e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 321021 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 65333 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22219 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 29421 members 
Mstep: Class 13 contains 42530 members 
Mstep: Class 14 contains 27213 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154096 members 
Mstep: Class 20 contains 115714 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670424.000000 Penalty: 70917.242188
Iteration 87Q: 22 clusters Score -9.267042e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 321049 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 65334 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22221 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 29427 members 
Mstep: Class 13 contains 42535 members 
Mstep: Class 14 contains 27247 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 154033 members 
Mstep: Class 20 contains 115705 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670392.000000 Penalty: 70917.242188
Iteration 88Q: 22 clusters Score -9.267039e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 321088 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 7 contains 65337 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22221 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 29433 members 
Mstep: Class 13 contains 42534 members 
Mstep: Class 14 contains 27275 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153969 members 
Mstep: Class 20 contains 115694 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670408.000000 Penalty: 70917.242188
Iteration 89Q: 22 clusters Score -9.267041e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 321114 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 595 members 
Mstep: Class 7 contains 65337 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22219 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 29435 members 
Mstep: Class 13 contains 42534 members 
Mstep: Class 14 contains 27308 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153915 members 
Mstep: Class 20 contains 115688 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670432.000000 Penalty: 70917.242188
Iteration 90Q: 22 clusters Score -9.267043e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 321136 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65335 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22218 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 29436 members 
Mstep: Class 13 contains 42534 members 
Mstep: Class 14 contains 27344 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153863 members 
Mstep: Class 20 contains 115688 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670376.000000 Penalty: 70917.242188
Iteration 91Q: 22 clusters Score -9.267038e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 321149 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65332 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22221 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 29440 members 
Mstep: Class 13 contains 42534 members 
Mstep: Class 14 contains 27379 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153811 members 
Mstep: Class 20 contains 115687 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670488.000000 Penalty: 70917.242188
Iteration 92Q: 22 clusters Score -9.267049e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 321168 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65333 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22222 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 29445 members 
Mstep: Class 13 contains 42533 members 
Mstep: Class 14 contains 27405 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153763 members 
Mstep: Class 20 contains 115684 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670408.000000 Penalty: 70917.242188
Iteration 93Q: 22 clusters Score -9.267041e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 321191 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65331 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22224 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 29450 members 
Mstep: Class 13 contains 42531 members 
Mstep: Class 14 contains 27436 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153703 members 
Mstep: Class 20 contains 115682 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670352.000000 Penalty: 70917.242188
Iteration 94Q: 22 clusters Score -9.267035e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 321202 members 
Mstep: Class 3 contains 13103 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65330 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22226 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 29453 members 
Mstep: Class 13 contains 42528 members 
Mstep: Class 14 contains 27468 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153666 members 
Mstep: Class 20 contains 115671 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670368.000000 Penalty: 70917.242188
Iteration 95Q: 22 clusters Score -9.267037e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 321206 members 
Mstep: Class 3 contains 13103 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65331 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22227 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 29457 members 
Mstep: Class 13 contains 42530 members 
Mstep: Class 14 contains 27495 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153635 members 
Mstep: Class 20 contains 115664 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670288.000000 Penalty: 70917.242188
Iteration 96Q: 22 clusters Score -9.267029e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 321227 members 
Mstep: Class 3 contains 13103 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65332 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22228 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 29462 members 
Mstep: Class 13 contains 42528 members 
Mstep: Class 14 contains 27517 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153588 members 
Mstep: Class 20 contains 115661 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670384.000000 Penalty: 70917.242188
Iteration 97Q: 22 clusters Score -9.267038e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 321250 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65334 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22232 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 29468 members 
Mstep: Class 13 contains 42523 members 
Mstep: Class 14 contains 27536 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153540 members 
Mstep: Class 20 contains 115657 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670328.000000 Penalty: 70917.242188
Iteration 98Q: 22 clusters Score -9.267033e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 321274 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65332 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22232 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 29476 members 
Mstep: Class 13 contains 42514 members 
Mstep: Class 14 contains 27552 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153503 members 
Mstep: Class 20 contains 115650 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670160.000000 Penalty: 70917.242188
Iteration 99Q: 22 clusters Score -9.267016e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 321293 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65332 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22232 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 29483 members 
Mstep: Class 13 contains 42507 members 
Mstep: Class 14 contains 27575 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6671 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153463 members 
Mstep: Class 20 contains 115639 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670112.000000 Penalty: 70917.242188
Iteration 100F: 22 clusters Score -9.267011e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 321301 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65331 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22232 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 29490 members 
Mstep: Class 13 contains 42496 members 
Mstep: Class 14 contains 27604 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6671 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153430 members 
Mstep: Class 20 contains 115629 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670080.000000 Penalty: 70917.242188
Iteration 101Q: 22 clusters Score -9.267008e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 321322 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65329 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22234 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 29492 members 
Mstep: Class 13 contains 42482 members 
Mstep: Class 14 contains 27629 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6671 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153390 members 
Mstep: Class 20 contains 115623 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669968.000000 Penalty: 70917.242188
Iteration 102Q: 22 clusters Score -9.266997e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 321328 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65328 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22237 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 29497 members 
Mstep: Class 13 contains 42477 members 
Mstep: Class 14 contains 27655 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6671 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153347 members 
Mstep: Class 20 contains 115625 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669928.000000 Penalty: 70917.242188
Iteration 103Q: 22 clusters Score -9.266993e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 321334 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65326 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22238 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 29500 members 
Mstep: Class 13 contains 42474 members 
Mstep: Class 14 contains 27673 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6672 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153323 members 
Mstep: Class 20 contains 115621 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669976.000000 Penalty: 70917.242188
Iteration 104Q: 22 clusters Score -9.266998e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 321343 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65325 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22241 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 29504 members 
Mstep: Class 13 contains 42470 members 
Mstep: Class 14 contains 27690 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153297 members 
Mstep: Class 20 contains 115611 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669880.000000 Penalty: 70917.242188
Iteration 105Q: 22 clusters Score -9.266988e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321364 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65326 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22244 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 29508 members 
Mstep: Class 13 contains 42466 members 
Mstep: Class 14 contains 27704 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153268 members 
Mstep: Class 20 contains 115597 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669872.000000 Penalty: 70917.242188
Iteration 106Q: 22 clusters Score -9.266987e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321379 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65331 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22246 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 29511 members 
Mstep: Class 13 contains 42468 members 
Mstep: Class 14 contains 27713 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153230 members 
Mstep: Class 20 contains 115598 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669824.000000 Penalty: 70917.242188
Iteration 107Q: 22 clusters Score -9.266982e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321395 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65331 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22249 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 29511 members 
Mstep: Class 13 contains 42469 members 
Mstep: Class 14 contains 27729 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153202 members 
Mstep: Class 20 contains 115592 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669792.000000 Penalty: 70917.242188
Iteration 108Q: 22 clusters Score -9.266979e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321406 members 
Mstep: Class 3 contains 13104 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65331 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22250 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 29511 members 
Mstep: Class 13 contains 42472 members 
Mstep: Class 14 contains 27745 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153169 members 
Mstep: Class 20 contains 115591 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669736.000000 Penalty: 70917.242188
Iteration 109Q: 22 clusters Score -9.266974e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321414 members 
Mstep: Class 3 contains 13105 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65330 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22254 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 29509 members 
Mstep: Class 13 contains 42470 members 
Mstep: Class 14 contains 27762 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153143 members 
Mstep: Class 20 contains 115592 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669672.000000 Penalty: 70917.242188
Iteration 110Q: 22 clusters Score -9.266967e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321432 members 
Mstep: Class 3 contains 13106 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65330 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22260 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 29508 members 
Mstep: Class 13 contains 42470 members 
Mstep: Class 14 contains 27776 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153104 members 
Mstep: Class 20 contains 115594 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669600.000000 Penalty: 70917.242188
Iteration 111Q: 22 clusters Score -9.26696e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321448 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65330 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22262 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 29513 members 
Mstep: Class 13 contains 42469 members 
Mstep: Class 14 contains 27789 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153073 members 
Mstep: Class 20 contains 115589 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669608.000000 Penalty: 70917.242188
Iteration 112Q: 22 clusters Score -9.266961e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321464 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65331 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22262 members 
Mstep: Class 11 contains 5603 members 
Mstep: Class 12 contains 29520 members 
Mstep: Class 13 contains 42469 members 
Mstep: Class 14 contains 27797 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153043 members 
Mstep: Class 20 contains 115588 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669552.000000 Penalty: 70917.242188
Iteration 113Q: 22 clusters Score -9.266955e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321480 members 
Mstep: Class 3 contains 13111 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65326 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22264 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 29528 members 
Mstep: Class 13 contains 42471 members 
Mstep: Class 14 contains 27804 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 153012 members 
Mstep: Class 20 contains 115589 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669576.000000 Penalty: 70917.242188
Iteration 114Q: 22 clusters Score -9.266958e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321488 members 
Mstep: Class 3 contains 13111 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65323 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22264 members 
Mstep: Class 11 contains 5599 members 
Mstep: Class 12 contains 29536 members 
Mstep: Class 13 contains 42473 members 
Mstep: Class 14 contains 27817 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152986 members 
Mstep: Class 20 contains 115588 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669584.000000 Penalty: 70917.242188
Iteration 115Q: 22 clusters Score -9.266958e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321495 members 
Mstep: Class 3 contains 13111 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65322 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22264 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 29545 members 
Mstep: Class 13 contains 42474 members 
Mstep: Class 14 contains 27830 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152966 members 
Mstep: Class 20 contains 115581 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669552.000000 Penalty: 70917.242188
Iteration 116Q: 22 clusters Score -9.266955e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321506 members 
Mstep: Class 3 contains 13110 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65321 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22265 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 29549 members 
Mstep: Class 13 contains 42473 members 
Mstep: Class 14 contains 27838 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152956 members 
Mstep: Class 20 contains 115570 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669496.000000 Penalty: 70917.242188
Iteration 117Q: 22 clusters Score -9.26695e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321513 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65320 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22264 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 42473 members 
Mstep: Class 14 contains 27848 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152942 members 
Mstep: Class 20 contains 115568 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669496.000000 Penalty: 70917.242188
Iteration 118Q: 22 clusters Score -9.26695e+07 nChanged 55
Entering ConstructFrom: 
Score: -92669496.000000 Penalty: 70917.242188
Entering ConstructFrom: 
Trying to split cluster 1 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -331291.375000 Penalty: 1990.003418
	Iteration 0F: 2 clusters Score -331291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -328026.312500 Penalty: 3980.006836
	Iteration 0F: 3 clusters Score -328026.3 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -328746.281250 Penalty: 3980.006836
	Iteration 1F: 3 clusters Score -328746.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -329043.593750 Penalty: 3980.006836
	Iteration 2F: 3 clusters Score -329043.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -329515.468750 Penalty: 3980.006836
	Iteration 3F: 3 clusters Score -329515.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -329936.500000 Penalty: 3980.006836
	Iteration 4F: 3 clusters Score -329936.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -330318.062500 Penalty: 3980.006836
	Iteration 5F: 3 clusters Score -330318.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -330763.750000 Penalty: 3980.006836
	Iteration 6F: 3 clusters Score -330763.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -331120.062500 Penalty: 3980.006836
	Iteration 7F: 3 clusters Score -331120.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -331343.687500 Penalty: 3980.006836
	Iteration 8Q: 3 clusters Score -331343.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -331481.281250 Penalty: 3980.006836
	Iteration 9Q: 3 clusters Score -331481.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -331529.781250 Penalty: 3980.006836
	Iteration 10Q: 3 clusters Score -331529.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -331557.343750 Penalty: 3980.006836
	Iteration 11Q: 3 clusters Score -331557.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -331575.468750 Penalty: 3980.006836
	Iteration 12Q: 3 clusters Score -331575.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -331583.500000 Penalty: 3980.006836
	Iteration 13Q: 3 clusters Score -331583.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -331588.812500 Penalty: 3980.006836
	Iteration 14Q: 3 clusters Score -331588.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -331588.812500 Penalty: 3980.006836
	Iteration 15F: 3 clusters Score -331588.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 321525 members 
Mstep: Class 3 contains 13106 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65317 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22266 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 29559 members 
Mstep: Class 13 contains 42473 members 
Mstep: Class 14 contains 27852 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152921 members 
Mstep: Class 20 contains 115569 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 2740 members 
Entering Unmasked Estep 
Score: -92668576.000000 Penalty: 74294.250000
Splitting cluster 1 changes total score from -92669496.000000 to -92668576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (321525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321525 members 
Entering Unmasked Estep 
Score: -36826048.000000 Penalty: 3144.846191
	Iteration 0F: 2 clusters Score -3.682605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161365 members 
Mstep: Class 2 contains 160160 members 
Entering Unmasked Estep 
Score: -36637124.000000 Penalty: 6289.692383
	Iteration 0F: 3 clusters Score -3.663712e+07 nChanged 155794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175841 members 
Mstep: Class 2 contains 145684 members 
Entering Unmasked Estep 
Score: -36730696.000000 Penalty: 6289.692383
	Iteration 1F: 3 clusters Score -3.67307e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185346 members 
Mstep: Class 2 contains 136179 members 
Entering Unmasked Estep 
Score: -36734252.000000 Penalty: 6289.692383
	Iteration 2Q: 3 clusters Score -3.673425e+07 nChanged 15263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200021 members 
Mstep: Class 2 contains 121504 members 
Entering Unmasked Estep 
Score: -36740736.000000 Penalty: 6289.692383
	Iteration 3Q: 3 clusters Score -3.674074e+07 nChanged 21541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221308 members 
Mstep: Class 2 contains 100217 members 
Entering Unmasked Estep 
Score: -36753888.000000 Penalty: 6289.692383
	Iteration 4F: 3 clusters Score -3.675389e+07 nChanged 28655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249891 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -36776460.000000 Penalty: 6289.692383
	Iteration 5F: 3 clusters Score -3.677646e+07 nChanged 31353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281224 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -36805880.000000 Penalty: 6289.692383
	Iteration 6F: 3 clusters Score -3.680588e+07 nChanged 23981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305199 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -36823328.000000 Penalty: 6289.692383
	Iteration 7F: 3 clusters Score -3.682333e+07 nChanged 11653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316844 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -36824076.000000 Penalty: 6289.692383
	Iteration 8Q: 3 clusters Score -3.682408e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320045 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -36823668.000000 Penalty: 6289.692383
	Iteration 9Q: 3 clusters Score -3.682367e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320748 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -36823672.000000 Penalty: 6289.692383
	Iteration 10Q: 3 clusters Score -3.682367e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320911 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -36823756.000000 Penalty: 6289.692383
	Iteration 11Q: 3 clusters Score -3.682376e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320933 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -36823896.000000 Penalty: 6289.692383
	Iteration 12Q: 3 clusters Score -3.68239e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320930 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -36823956.000000 Penalty: 6289.692383
	Iteration 13Q: 3 clusters Score -3.682396e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320922 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -36823984.000000 Penalty: 6289.692383
	Iteration 14Q: 3 clusters Score -3.682398e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320911 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -36824040.000000 Penalty: 6289.692383
	Iteration 15Q: 3 clusters Score -3.682404e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320900 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -36824064.000000 Penalty: 6289.692383
	Iteration 16Q: 3 clusters Score -3.682406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320891 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -36824104.000000 Penalty: 6289.692383
	Iteration 17Q: 3 clusters Score -3.68241e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320885 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -36824140.000000 Penalty: 6289.692383
	Iteration 18Q: 3 clusters Score -3.682414e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320869 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -36824224.000000 Penalty: 6289.692383
	Iteration 19Q: 3 clusters Score -3.682422e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320849 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -36824220.000000 Penalty: 6289.692383
	Iteration 20F: 3 clusters Score -3.682422e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320834 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -36824264.000000 Penalty: 6289.692383
	Iteration 21Q: 3 clusters Score -3.682426e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320825 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -36824276.000000 Penalty: 6289.692383
	Iteration 22Q: 3 clusters Score -3.682428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320811 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -36824292.000000 Penalty: 6289.692383
	Iteration 23Q: 3 clusters Score -3.682429e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320787 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -36824300.000000 Penalty: 6289.692383
	Iteration 24Q: 3 clusters Score -3.68243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320775 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -36824324.000000 Penalty: 6289.692383
	Iteration 25Q: 3 clusters Score -3.682432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320764 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -36824324.000000 Penalty: 6289.692383
	Iteration 26Q: 3 clusters Score -3.682432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320756 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -36824336.000000 Penalty: 6289.692383
	Iteration 27Q: 3 clusters Score -3.682434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320746 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -36824332.000000 Penalty: 6289.692383
	Iteration 28Q: 3 clusters Score -3.682433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320734 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -36824340.000000 Penalty: 6289.692383
	Iteration 29Q: 3 clusters Score -3.682434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320730 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -36824352.000000 Penalty: 6289.692383
	Iteration 30Q: 3 clusters Score -3.682435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320728 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -36824376.000000 Penalty: 6289.692383
	Iteration 31Q: 3 clusters Score -3.682438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320725 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -36824408.000000 Penalty: 6289.692383
	Iteration 32Q: 3 clusters Score -3.682441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320720 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -36824408.000000 Penalty: 6289.692383
	Iteration 33Q: 3 clusters Score -3.682441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320715 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -36824400.000000 Penalty: 6289.692383
	Iteration 34Q: 3 clusters Score -3.68244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320709 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -36824404.000000 Penalty: 6289.692383
	Iteration 35Q: 3 clusters Score -3.68244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320706 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -36824412.000000 Penalty: 6289.692383
	Iteration 36Q: 3 clusters Score -3.682441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320703 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -36824428.000000 Penalty: 6289.692383
	Iteration 37Q: 3 clusters Score -3.682443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320695 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -36824416.000000 Penalty: 6289.692383
	Iteration 38Q: 3 clusters Score -3.682442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320688 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -36824404.000000 Penalty: 6289.692383
	Iteration 39Q: 3 clusters Score -3.68244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320684 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -36824396.000000 Penalty: 6289.692383
	Iteration 40F: 3 clusters Score -3.68244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320681 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -36824380.000000 Penalty: 6289.692383
	Iteration 41Q: 3 clusters Score -3.682438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320679 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -36824388.000000 Penalty: 6289.692383
	Iteration 42Q: 3 clusters Score -3.682439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320677 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -36824384.000000 Penalty: 6289.692383
	Iteration 43Q: 3 clusters Score -3.682438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320672 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -36824412.000000 Penalty: 6289.692383
	Iteration 44Q: 3 clusters Score -3.682441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320670 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -36824408.000000 Penalty: 6289.692383
	Iteration 45Q: 3 clusters Score -3.682441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320668 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -36824420.000000 Penalty: 6289.692383
	Iteration 46Q: 3 clusters Score -3.682442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320665 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -36824400.000000 Penalty: 6289.692383
	Iteration 47Q: 3 clusters Score -3.68244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320663 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -36824396.000000 Penalty: 6289.692383
	Iteration 48Q: 3 clusters Score -3.68244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320659 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -36824420.000000 Penalty: 6289.692383
	Iteration 49Q: 3 clusters Score -3.682442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320657 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -36824424.000000 Penalty: 6289.692383
	Iteration 50Q: 3 clusters Score -3.682442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320655 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -36824412.000000 Penalty: 6289.692383
	Iteration 51Q: 3 clusters Score -3.682441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320650 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -36824460.000000 Penalty: 6289.692383
	Iteration 52Q: 3 clusters Score -3.682446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320646 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -36824496.000000 Penalty: 6289.692383
	Iteration 53Q: 3 clusters Score -3.68245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320644 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -36824484.000000 Penalty: 6289.692383
	Iteration 54Q: 3 clusters Score -3.682448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320644 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -36824460.000000 Penalty: 6289.692383
	Iteration 55Q: 3 clusters Score -3.682446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320644 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -36824476.000000 Penalty: 6289.692383
	Iteration 56Q: 3 clusters Score -3.682448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320643 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -36824476.000000 Penalty: 6289.692383
	Iteration 57Q: 3 clusters Score -3.682448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320639 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -36824508.000000 Penalty: 6289.692383
	Iteration 58Q: 3 clusters Score -3.682451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320637 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -36824488.000000 Penalty: 6289.692383
	Iteration 59Q: 3 clusters Score -3.682449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320634 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -36824492.000000 Penalty: 6289.692383
	Iteration 60F: 3 clusters Score -3.682449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320633 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -36824504.000000 Penalty: 6289.692383
	Iteration 61Q: 3 clusters Score -3.68245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320630 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -36824516.000000 Penalty: 6289.692383
	Iteration 62Q: 3 clusters Score -3.682452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320627 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -36824520.000000 Penalty: 6289.692383
	Iteration 63Q: 3 clusters Score -3.682452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320625 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -36824516.000000 Penalty: 6289.692383
	Iteration 64Q: 3 clusters Score -3.682452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320623 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -36824516.000000 Penalty: 6289.692383
	Iteration 65Q: 3 clusters Score -3.682452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320623 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -36824520.000000 Penalty: 6289.692383
	Iteration 66Q: 3 clusters Score -3.682452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320622 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -36824532.000000 Penalty: 6289.692383
	Iteration 67Q: 3 clusters Score -3.682453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320620 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -36824536.000000 Penalty: 6289.692383
	Iteration 68Q: 3 clusters Score -3.682454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320618 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -36824556.000000 Penalty: 6289.692383
	Iteration 69Q: 3 clusters Score -3.682456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320616 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -36824552.000000 Penalty: 6289.692383
	Iteration 70Q: 3 clusters Score -3.682455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320616 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -36824552.000000 Penalty: 6289.692383
	Iteration 71Q: 3 clusters Score -3.682455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320613 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -36824564.000000 Penalty: 6289.692383
	Iteration 72Q: 3 clusters Score -3.682456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320612 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -36824572.000000 Penalty: 6289.692383
	Iteration 73Q: 3 clusters Score -3.682457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320611 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -36824580.000000 Penalty: 6289.692383
	Iteration 74Q: 3 clusters Score -3.682458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320611 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -36824580.000000 Penalty: 6289.692383
	Iteration 75F: 3 clusters Score -3.682458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Entering Unmasked Estep 
Score: -1415892.625000 Penalty: 2351.244629
	Iteration 0F: 2 clusters Score -1415893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1406234.500000 Penalty: 4702.489258
	Iteration 0F: 3 clusters Score -1406234 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1409311.250000 Penalty: 4702.489258
	Iteration 1F: 3 clusters Score -1409311 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1409604.500000 Penalty: 4702.489258
	Iteration 2F: 3 clusters Score -1409604 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1409805.125000 Penalty: 4702.489258
	Iteration 3Q: 3 clusters Score -1409805 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1409967.250000 Penalty: 4702.489258
	Iteration 4Q: 3 clusters Score -1409967 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1410132.750000 Penalty: 4702.489258
	Iteration 5Q: 3 clusters Score -1410133 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1410327.125000 Penalty: 4702.489258
	Iteration 6Q: 3 clusters Score -1410327 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1410533.000000 Penalty: 4702.489258
	Iteration 7Q: 3 clusters Score -1410533 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1410771.750000 Penalty: 4702.489258
	Iteration 8Q: 3 clusters Score -1410772 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1411083.000000 Penalty: 4702.489258
	Iteration 9Q: 3 clusters Score -1411083 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1411455.000000 Penalty: 4702.489258
	Iteration 10Q: 3 clusters Score -1411455 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1411852.125000 Penalty: 4702.489258
	Iteration 11Q: 3 clusters Score -1411852 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1412300.375000 Penalty: 4702.489258
	Iteration 12Q: 3 clusters Score -1412300 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1412753.875000 Penalty: 4702.489258
	Iteration 13Q: 3 clusters Score -1412754 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1413148.375000 Penalty: 4702.489258
	Iteration 14Q: 3 clusters Score -1413148 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1413461.000000 Penalty: 4702.489258
	Iteration 15Q: 3 clusters Score -1413461 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1413625.625000 Penalty: 4702.489258
	Iteration 16Q: 3 clusters Score -1413626 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1413734.375000 Penalty: 4702.489258
	Iteration 17Q: 3 clusters Score -1413734 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1413806.875000 Penalty: 4702.489258
	Iteration 18Q: 3 clusters Score -1413807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1413855.500000 Penalty: 4702.489258
	Iteration 19Q: 3 clusters Score -1413856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1413889.125000 Penalty: 4702.489258
	Iteration 20F: 3 clusters Score -1413889 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1413915.625000 Penalty: 4702.489258
	Iteration 21Q: 3 clusters Score -1413916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1413944.875000 Penalty: 4702.489258
	Iteration 22Q: 3 clusters Score -1413945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1413963.875000 Penalty: 4702.489258
	Iteration 23Q: 3 clusters Score -1413964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1413970.375000 Penalty: 4702.489258
	Iteration 24Q: 3 clusters Score -1413970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1413985.750000 Penalty: 4702.489258
	Iteration 25Q: 3 clusters Score -1413986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1414001.125000 Penalty: 4702.489258
	Iteration 26Q: 3 clusters Score -1414001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1414013.000000 Penalty: 4702.489258
	Iteration 27Q: 3 clusters Score -1414013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1414023.625000 Penalty: 4702.489258
	Iteration 28Q: 3 clusters Score -1414024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1414027.375000 Penalty: 4702.489258
	Iteration 29Q: 3 clusters Score -1414027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1414031.875000 Penalty: 4702.489258
	Iteration 30Q: 3 clusters Score -1414032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1414035.375000 Penalty: 4702.489258
	Iteration 31Q: 3 clusters Score -1414035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1414043.250000 Penalty: 4702.489258
	Iteration 32Q: 3 clusters Score -1414043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1414045.500000 Penalty: 4702.489258
	Iteration 33Q: 3 clusters Score -1414046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1414054.125000 Penalty: 4702.489258
	Iteration 34Q: 3 clusters Score -1414054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1414053.000000 Penalty: 4702.489258
	Iteration 35Q: 3 clusters Score -1414053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1414059.375000 Penalty: 4702.489258
	Iteration 36Q: 3 clusters Score -1414059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1414061.625000 Penalty: 4702.489258
	Iteration 37Q: 3 clusters Score -1414062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1414062.500000 Penalty: 4702.489258
	Iteration 38Q: 3 clusters Score -1414062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1414065.000000 Penalty: 4702.489258
	Iteration 39Q: 3 clusters Score -1414065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1414066.750000 Penalty: 4702.489258
	Iteration 40F: 3 clusters Score -1414067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1414068.125000 Penalty: 4702.489258
	Iteration 41Q: 3 clusters Score -1414068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1414068.125000 Penalty: 4702.489258
	Iteration 42Q: 3 clusters Score -1414068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1414068.875000 Penalty: 4702.489258
	Iteration 43Q: 3 clusters Score -1414069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1414071.875000 Penalty: 4702.489258
	Iteration 44Q: 3 clusters Score -1414072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1414072.250000 Penalty: 4702.489258
	Iteration 45Q: 3 clusters Score -1414072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1414072.250000 Penalty: 4702.489258
	Iteration 46F: 3 clusters Score -1414072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -63684.582031 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -63684.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62107.828125 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -62107.83 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62298.625000 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -62298.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62360.542969 Penalty: 3178.630371
	Iteration 2Q: 3 clusters Score -62360.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62402.585938 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -62402.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62426.277344 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -62426.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62437.859375 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -62437.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62446.992188 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -62446.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62446.992188 Penalty: 3178.630371
	Iteration 7F: 3 clusters Score -62446.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -78637.382812 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -78637.38 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 388 members 
Entering Unmasked Estep 
Score: -76854.914062 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -76854.91 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77276.976562 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -77276.98 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77459.531250 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -77459.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -77512.031250 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -77512.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77561.148438 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -77561.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77643.273438 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -77643.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -77736.476562 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -77736.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77851.109375 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -77851.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -77919.882812 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -77919.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -77938.835938 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -77938.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -77947.093750 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -77947.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -77958.210938 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -77958.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77974.828125 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -77974.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -77979.296875 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -77979.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77987.109375 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -77987.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -77995.007812 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -77995.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -78000.460938 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -78000.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -78007.062500 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -78007.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78013.070312 Penalty: 3293.378418
	Iteration 18Q: 3 clusters Score -78013.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78014.203125 Penalty: 3293.378418
	Iteration 19Q: 3 clusters Score -78014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78014.203125 Penalty: 3293.378418
	Iteration 20F: 3 clusters Score -78014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78020.664062 Penalty: 3293.378418
	Iteration 21Q: 3 clusters Score -78020.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78034.476562 Penalty: 3293.378418
	Iteration 22Q: 3 clusters Score -78034.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78049.632812 Penalty: 3293.378418
	Iteration 23Q: 3 clusters Score -78049.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -78077.656250 Penalty: 3293.378418
	Iteration 24Q: 3 clusters Score -78077.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78101.585938 Penalty: 3293.378418
	Iteration 25Q: 3 clusters Score -78101.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -78141.421875 Penalty: 3293.378418
	Iteration 26Q: 3 clusters Score -78141.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -78173.523438 Penalty: 3293.378418
	Iteration 27Q: 3 clusters Score -78173.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78192.914062 Penalty: 3293.378418
	Iteration 28Q: 3 clusters Score -78192.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78215.492188 Penalty: 3293.378418
	Iteration 29Q: 3 clusters Score -78215.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -78239.234375 Penalty: 3293.378418
	Iteration 30Q: 3 clusters Score -78239.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78259.382812 Penalty: 3293.378418
	Iteration 31Q: 3 clusters Score -78259.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -78280.312500 Penalty: 3293.378418
	Iteration 32Q: 3 clusters Score -78280.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -78289.742188 Penalty: 3293.378418
	Iteration 33Q: 3 clusters Score -78289.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -78304.656250 Penalty: 3293.378418
	Iteration 34Q: 3 clusters Score -78304.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78328.960938 Penalty: 3293.378418
	Iteration 35Q: 3 clusters Score -78328.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78347.703125 Penalty: 3293.378418
	Iteration 36Q: 3 clusters Score -78347.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78364.437500 Penalty: 3293.378418
	Iteration 37Q: 3 clusters Score -78364.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78383.750000 Penalty: 3293.378418
	Iteration 38Q: 3 clusters Score -78383.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -78407.265625 Penalty: 3293.378418
	Iteration 39Q: 3 clusters Score -78407.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78422.195312 Penalty: 3293.378418
	Iteration 40F: 3 clusters Score -78422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78431.875000 Penalty: 3293.378418
	Iteration 41Q: 3 clusters Score -78431.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78443.718750 Penalty: 3293.378418
	Iteration 42Q: 3 clusters Score -78443.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78451.140625 Penalty: 3293.378418
	Iteration 43Q: 3 clusters Score -78451.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78454.992188 Penalty: 3293.378418
	Iteration 44Q: 3 clusters Score -78454.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78454.992188 Penalty: 3293.378418
	Iteration 45F: 3 clusters Score -78454.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -65581.679688 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -65581.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63960.503906 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -63960.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64128.968750 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -64128.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64179.019531 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -64179.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64198.273438 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -64198.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64205.843750 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -64205.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64211.761719 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -64211.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64218.792969 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -64218.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64224.179688 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -64224.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64226.394531 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -64226.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64226.394531 Penalty: 3169.559326
	Iteration 9F: 3 clusters Score -64226.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Entering Unmasked Estep 
Score: -7575200.000000 Penalty: 2749.577881
	Iteration 0F: 2 clusters Score -7575200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -7531281.500000 Penalty: 5499.155762
	Iteration 0F: 3 clusters Score -7531282 nChanged 30580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -7548259.500000 Penalty: 5499.155762
	Iteration 1F: 3 clusters Score -7548260 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -7548858.500000 Penalty: 5499.155762
	Iteration 2Q: 3 clusters Score -7548858 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -7549374.500000 Penalty: 5499.155762
	Iteration 3Q: 3 clusters Score -7549374 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -7549904.000000 Penalty: 5499.155762
	Iteration 4Q: 3 clusters Score -7549904 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -7550508.500000 Penalty: 5499.155762
	Iteration 5Q: 3 clusters Score -7550508 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -7551207.000000 Penalty: 5499.155762
	Iteration 6Q: 3 clusters Score -7551207 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -7551967.000000 Penalty: 5499.155762
	Iteration 7Q: 3 clusters Score -7551967 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -7552988.500000 Penalty: 5499.155762
	Iteration 8Q: 3 clusters Score -7552988 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -7554234.000000 Penalty: 5499.155762
	Iteration 9Q: 3 clusters Score -7554234 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -7555784.000000 Penalty: 5499.155762
	Iteration 10Q: 3 clusters Score -7555784 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -7557529.000000 Penalty: 5499.155762
	Iteration 11Q: 3 clusters Score -7557529 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -7559353.000000 Penalty: 5499.155762
	Iteration 12Q: 3 clusters Score -7559353 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -7561281.000000 Penalty: 5499.155762
	Iteration 13Q: 3 clusters Score -7561281 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -7562998.500000 Penalty: 5499.155762
	Iteration 14Q: 3 clusters Score -7562998 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -7564415.000000 Penalty: 5499.155762
	Iteration 15Q: 3 clusters Score -7564415 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -7565339.000000 Penalty: 5499.155762
	Iteration 16Q: 3 clusters Score -7565339 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -7566013.500000 Penalty: 5499.155762
	Iteration 17Q: 3 clusters Score -7566014 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -7566427.500000 Penalty: 5499.155762
	Iteration 18Q: 3 clusters Score -7566428 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -7566749.500000 Penalty: 5499.155762
	Iteration 19Q: 3 clusters Score -7566750 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -7567032.000000 Penalty: 5499.155762
	Iteration 20F: 3 clusters Score -7567032 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -7567266.000000 Penalty: 5499.155762
	Iteration 21Q: 3 clusters Score -7567266 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -7567572.500000 Penalty: 5499.155762
	Iteration 22Q: 3 clusters Score -7567572 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -7567849.500000 Penalty: 5499.155762
	Iteration 23Q: 3 clusters Score -7567850 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -7568070.000000 Penalty: 5499.155762
	Iteration 24Q: 3 clusters Score -7568070 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -7568313.000000 Penalty: 5499.155762
	Iteration 25Q: 3 clusters Score -7568313 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -7568610.500000 Penalty: 5499.155762
	Iteration 26Q: 3 clusters Score -7568610 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -7568865.500000 Penalty: 5499.155762
	Iteration 27Q: 3 clusters Score -7568866 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -7569106.500000 Penalty: 5499.155762
	Iteration 28Q: 3 clusters Score -7569106 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -7569418.500000 Penalty: 5499.155762
	Iteration 29Q: 3 clusters Score -7569418 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -7569749.000000 Penalty: 5499.155762
	Iteration 30Q: 3 clusters Score -7569749 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -7570060.000000 Penalty: 5499.155762
	Iteration 31Q: 3 clusters Score -7570060 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -7570404.000000 Penalty: 5499.155762
	Iteration 32Q: 3 clusters Score -7570404 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -7570697.500000 Penalty: 5499.155762
	Iteration 33Q: 3 clusters Score -7570698 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -7570982.500000 Penalty: 5499.155762
	Iteration 34Q: 3 clusters Score -7570982 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -7571251.500000 Penalty: 5499.155762
	Iteration 35Q: 3 clusters Score -7571252 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -7571510.000000 Penalty: 5499.155762
	Iteration 36Q: 3 clusters Score -7571510 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -7571758.000000 Penalty: 5499.155762
	Iteration 37Q: 3 clusters Score -7571758 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -7571946.000000 Penalty: 5499.155762
	Iteration 38Q: 3 clusters Score -7571946 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 63557 members 
Entering Unmasked Estep 
Score: -7572126.500000 Penalty: 5499.155762
	Iteration 39Q: 3 clusters Score -7572126 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -7572254.500000 Penalty: 5499.155762
	Iteration 40F: 3 clusters Score -7572254 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -7572365.500000 Penalty: 5499.155762
	Iteration 41Q: 3 clusters Score -7572366 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -7572489.500000 Penalty: 5499.155762
	Iteration 42Q: 3 clusters Score -7572490 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -7572553.500000 Penalty: 5499.155762
	Iteration 43Q: 3 clusters Score -7572554 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -7572603.000000 Penalty: 5499.155762
	Iteration 44Q: 3 clusters Score -7572603 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -7572665.000000 Penalty: 5499.155762
	Iteration 45Q: 3 clusters Score -7572665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -7572688.000000 Penalty: 5499.155762
	Iteration 46Q: 3 clusters Score -7572688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -7572709.500000 Penalty: 5499.155762
	Iteration 47Q: 3 clusters Score -7572710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -7572731.000000 Penalty: 5499.155762
	Iteration 48Q: 3 clusters Score -7572731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -7572729.000000 Penalty: 5499.155762
	Iteration 49Q: 3 clusters Score -7572729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -7572743.500000 Penalty: 5499.155762
	Iteration 50Q: 3 clusters Score -7572744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -7572768.000000 Penalty: 5499.155762
	Iteration 51Q: 3 clusters Score -7572768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -7572771.000000 Penalty: 5499.155762
	Iteration 52Q: 3 clusters Score -7572771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -7572769.000000 Penalty: 5499.155762
	Iteration 53Q: 3 clusters Score -7572769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -7572768.500000 Penalty: 5499.155762
	Iteration 54Q: 3 clusters Score -7572768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -7572775.500000 Penalty: 5499.155762
	Iteration 55Q: 3 clusters Score -7572776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -7572793.500000 Penalty: 5499.155762
	Iteration 56Q: 3 clusters Score -7572794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -7572796.500000 Penalty: 5499.155762
	Iteration 57Q: 3 clusters Score -7572796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -7572799.000000 Penalty: 5499.155762
	Iteration 58Q: 3 clusters Score -7572799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -7572809.500000 Penalty: 5499.155762
	Iteration 59Q: 3 clusters Score -7572810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -7572814.000000 Penalty: 5499.155762
	Iteration 60F: 3 clusters Score -7572814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -7572816.000000 Penalty: 5499.155762
	Iteration 61Q: 3 clusters Score -7572816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -7572812.000000 Penalty: 5499.155762
	Iteration 62Q: 3 clusters Score -7572812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -7572827.000000 Penalty: 5499.155762
	Iteration 63Q: 3 clusters Score -7572827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -7572826.000000 Penalty: 5499.155762
	Iteration 64Q: 3 clusters Score -7572826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -7572825.500000 Penalty: 5499.155762
	Iteration 65Q: 3 clusters Score -7572826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 64707 members 
Entering Unmasked Estep 
Score: -7572822.500000 Penalty: 5499.155762
	Iteration 66Q: 3 clusters Score -7572822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 64710 members 
Entering Unmasked Estep 
Score: -7572819.000000 Penalty: 5499.155762
	Iteration 67Q: 3 clusters Score -7572819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -7572827.000000 Penalty: 5499.155762
	Iteration 68Q: 3 clusters Score -7572827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -7572834.000000 Penalty: 5499.155762
	Iteration 69Q: 3 clusters Score -7572834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -7572834.000000 Penalty: 5499.155762
	Iteration 70F: 3 clusters Score -7572834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -285410.875000 Penalty: 1937.369385
	Iteration 0F: 2 clusters Score -285410.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -282436.531250 Penalty: 3874.738770
	Iteration 0F: 3 clusters Score -282436.5 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -282996.812500 Penalty: 3874.738770
	Iteration 1F: 3 clusters Score -282996.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -283148.312500 Penalty: 3874.738770
	Iteration 2F: 3 clusters Score -283148.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -283231.593750 Penalty: 3874.738770
	Iteration 3Q: 3 clusters Score -283231.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -283274.625000 Penalty: 3874.738770
	Iteration 4Q: 3 clusters Score -283274.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -283303.468750 Penalty: 3874.738770
	Iteration 5Q: 3 clusters Score -283303.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -283324.125000 Penalty: 3874.738770
	Iteration 6Q: 3 clusters Score -283324.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -283338.437500 Penalty: 3874.738770
	Iteration 7Q: 3 clusters Score -283338.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -283344.656250 Penalty: 3874.738770
	Iteration 8Q: 3 clusters Score -283344.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -283352.281250 Penalty: 3874.738770
	Iteration 9Q: 3 clusters Score -283352.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -283361.937500 Penalty: 3874.738770
	Iteration 10Q: 3 clusters Score -283361.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -283370.625000 Penalty: 3874.738770
	Iteration 11Q: 3 clusters Score -283370.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -283375.843750 Penalty: 3874.738770
	Iteration 12Q: 3 clusters Score -283375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -283378.343750 Penalty: 3874.738770
	Iteration 13Q: 3 clusters Score -283378.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -283382.750000 Penalty: 3874.738770
	Iteration 14Q: 3 clusters Score -283382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -283386.687500 Penalty: 3874.738770
	Iteration 15Q: 3 clusters Score -283386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -283387.343750 Penalty: 3874.738770
	Iteration 16Q: 3 clusters Score -283387.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -283387.343750 Penalty: 3874.738770
	Iteration 17Q: 3 clusters Score -283387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -283387.343750 Penalty: 3874.738770
	Iteration 18F: 3 clusters Score -283387.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -110254.414062 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -110254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -108272.289062 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -108272.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -109105.718750 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -109105.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -109937.929688 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -109937.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110620.171875 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -110620.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -111033.671875 Penalty: 3480.238281
	Iteration 4F: 3 clusters Score -111033.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -111150.351562 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -111150.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -111178.210938 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -111178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -111185.281250 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -111185.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -111192.390625 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -111192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -111205.671875 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -111205.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -111209.601562 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -111209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -111215.164062 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -111215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -111216.632812 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -111216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -111216.632812 Penalty: 3480.238281
	Iteration 13F: 3 clusters Score -111216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321525 members 
Mstep: Class 3 contains 13106 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65317 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 22266 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 29559 members 
Mstep: Class 13 contains 42473 members 
Mstep: Class 14 contains 27852 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152921 members 
Mstep: Class 20 contains 115569 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 595 members 
Entering Unmasked Estep 
Score: -92668816.000000 Penalty: 74294.250000
Splitting cluster 9 changes total score from -92669496.000000 to -92668816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (22266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Entering Unmasked Estep 
Score: -2611695.750000 Penalty: 2482.682617
	Iteration 0F: 2 clusters Score -2611696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2596110.500000 Penalty: 4965.365234
	Iteration 0F: 3 clusters Score -2596110 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2601377.500000 Penalty: 4965.365234
	Iteration 1F: 3 clusters Score -2601378 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2601754.250000 Penalty: 4965.365234
	Iteration 2F: 3 clusters Score -2601754 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2602032.000000 Penalty: 4965.365234
	Iteration 3Q: 3 clusters Score -2602032 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2602278.000000 Penalty: 4965.365234
	Iteration 4Q: 3 clusters Score -2602278 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2602470.750000 Penalty: 4965.365234
	Iteration 5Q: 3 clusters Score -2602471 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2602656.500000 Penalty: 4965.365234
	Iteration 6Q: 3 clusters Score -2602656 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2602842.000000 Penalty: 4965.365234
	Iteration 7Q: 3 clusters Score -2602842 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2603026.250000 Penalty: 4965.365234
	Iteration 8Q: 3 clusters Score -2603026 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2603280.250000 Penalty: 4965.365234
	Iteration 9Q: 3 clusters Score -2603280 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2603556.250000 Penalty: 4965.365234
	Iteration 10Q: 3 clusters Score -2603556 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2603903.000000 Penalty: 4965.365234
	Iteration 11Q: 3 clusters Score -2603903 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2604351.500000 Penalty: 4965.365234
	Iteration 12Q: 3 clusters Score -2604352 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2605056.250000 Penalty: 4965.365234
	Iteration 13Q: 3 clusters Score -2605056 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2605882.250000 Penalty: 4965.365234
	Iteration 14Q: 3 clusters Score -2605882 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2606800.250000 Penalty: 4965.365234
	Iteration 15F: 3 clusters Score -2606800 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2607681.000000 Penalty: 4965.365234
	Iteration 16Q: 3 clusters Score -2607681 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2608380.000000 Penalty: 4965.365234
	Iteration 17Q: 3 clusters Score -2608380 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2608891.250000 Penalty: 4965.365234
	Iteration 18Q: 3 clusters Score -2608891 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2609217.500000 Penalty: 4965.365234
	Iteration 19Q: 3 clusters Score -2609218 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2609453.500000 Penalty: 4965.365234
	Iteration 20F: 3 clusters Score -2609454 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2609656.250000 Penalty: 4965.365234
	Iteration 21Q: 3 clusters Score -2609656 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2609817.250000 Penalty: 4965.365234
	Iteration 22Q: 3 clusters Score -2609817 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2609941.500000 Penalty: 4965.365234
	Iteration 23Q: 3 clusters Score -2609942 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2610063.250000 Penalty: 4965.365234
	Iteration 24Q: 3 clusters Score -2610063 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2610157.750000 Penalty: 4965.365234
	Iteration 25Q: 3 clusters Score -2610158 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2610212.250000 Penalty: 4965.365234
	Iteration 26Q: 3 clusters Score -2610212 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2610243.750000 Penalty: 4965.365234
	Iteration 27Q: 3 clusters Score -2610244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2610270.750000 Penalty: 4965.365234
	Iteration 28Q: 3 clusters Score -2610271 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2610280.750000 Penalty: 4965.365234
	Iteration 29Q: 3 clusters Score -2610281 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2610289.500000 Penalty: 4965.365234
	Iteration 30Q: 3 clusters Score -2610290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2610291.000000 Penalty: 4965.365234
	Iteration 31Q: 3 clusters Score -2610291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2610297.750000 Penalty: 4965.365234
	Iteration 32Q: 3 clusters Score -2610298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2610307.000000 Penalty: 4965.365234
	Iteration 33Q: 3 clusters Score -2610307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2610313.750000 Penalty: 4965.365234
	Iteration 34Q: 3 clusters Score -2610314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2610313.250000 Penalty: 4965.365234
	Iteration 35Q: 3 clusters Score -2610313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2610311.750000 Penalty: 4965.365234
	Iteration 36Q: 3 clusters Score -2610312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2610310.750000 Penalty: 4965.365234
	Iteration 37Q: 3 clusters Score -2610311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2610311.750000 Penalty: 4965.365234
	Iteration 38Q: 3 clusters Score -2610312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2610310.000000 Penalty: 4965.365234
	Iteration 39Q: 3 clusters Score -2610310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2610308.500000 Penalty: 4965.365234
	Iteration 40F: 3 clusters Score -2610308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2610313.000000 Penalty: 4965.365234
	Iteration 41Q: 3 clusters Score -2610313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2610314.500000 Penalty: 4965.365234
	Iteration 42Q: 3 clusters Score -2610314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2610316.000000 Penalty: 4965.365234
	Iteration 43Q: 3 clusters Score -2610316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2610315.000000 Penalty: 4965.365234
	Iteration 44Q: 3 clusters Score -2610315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2610314.500000 Penalty: 4965.365234
	Iteration 45Q: 3 clusters Score -2610314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2610318.500000 Penalty: 4965.365234
	Iteration 46Q: 3 clusters Score -2610318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2610318.750000 Penalty: 4965.365234
	Iteration 47Q: 3 clusters Score -2610319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2610320.000000 Penalty: 4965.365234
	Iteration 48Q: 3 clusters Score -2610320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2610318.000000 Penalty: 4965.365234
	Iteration 49Q: 3 clusters Score -2610318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2610320.000000 Penalty: 4965.365234
	Iteration 50Q: 3 clusters Score -2610320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2610320.000000 Penalty: 4965.365234
	Iteration 51F: 3 clusters Score -2610320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Entering Unmasked Estep 
Score: -636549.625000 Penalty: 2140.236572
	Iteration 0F: 2 clusters Score -636549.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -631676.562500 Penalty: 4280.473145
	Iteration 0F: 3 clusters Score -631676.6 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -632824.250000 Penalty: 4280.473145
	Iteration 1F: 3 clusters Score -632824.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -633075.125000 Penalty: 4280.473145
	Iteration 2F: 3 clusters Score -633075.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -633215.000000 Penalty: 4280.473145
	Iteration 3F: 3 clusters Score -633215 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -633312.687500 Penalty: 4280.473145
	Iteration 4Q: 3 clusters Score -633312.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -633390.750000 Penalty: 4280.473145
	Iteration 5Q: 3 clusters Score -633390.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -633446.875000 Penalty: 4280.473145
	Iteration 6Q: 3 clusters Score -633446.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -633493.375000 Penalty: 4280.473145
	Iteration 7Q: 3 clusters Score -633493.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -633526.125000 Penalty: 4280.473145
	Iteration 8Q: 3 clusters Score -633526.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -633549.375000 Penalty: 4280.473145
	Iteration 9Q: 3 clusters Score -633549.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -633573.187500 Penalty: 4280.473145
	Iteration 10Q: 3 clusters Score -633573.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -633594.125000 Penalty: 4280.473145
	Iteration 11Q: 3 clusters Score -633594.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -633613.062500 Penalty: 4280.473145
	Iteration 12Q: 3 clusters Score -633613.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -633634.625000 Penalty: 4280.473145
	Iteration 13Q: 3 clusters Score -633634.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -633657.250000 Penalty: 4280.473145
	Iteration 14Q: 3 clusters Score -633657.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -633676.687500 Penalty: 4280.473145
	Iteration 15Q: 3 clusters Score -633676.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -633694.937500 Penalty: 4280.473145
	Iteration 16Q: 3 clusters Score -633694.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -633710.875000 Penalty: 4280.473145
	Iteration 17Q: 3 clusters Score -633710.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -633727.875000 Penalty: 4280.473145
	Iteration 18Q: 3 clusters Score -633727.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -633747.187500 Penalty: 4280.473145
	Iteration 19Q: 3 clusters Score -633747.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -633771.937500 Penalty: 4280.473145
	Iteration 20F: 3 clusters Score -633771.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -633796.750000 Penalty: 4280.473145
	Iteration 21Q: 3 clusters Score -633796.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -633830.250000 Penalty: 4280.473145
	Iteration 22Q: 3 clusters Score -633830.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -633870.250000 Penalty: 4280.473145
	Iteration 23Q: 3 clusters Score -633870.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -633902.312500 Penalty: 4280.473145
	Iteration 24Q: 3 clusters Score -633902.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -633937.562500 Penalty: 4280.473145
	Iteration 25Q: 3 clusters Score -633937.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -633981.875000 Penalty: 4280.473145
	Iteration 26Q: 3 clusters Score -633981.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -634018.437500 Penalty: 4280.473145
	Iteration 27Q: 3 clusters Score -634018.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -634052.375000 Penalty: 4280.473145
	Iteration 28Q: 3 clusters Score -634052.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -634090.125000 Penalty: 4280.473145
	Iteration 29Q: 3 clusters Score -634090.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -634128.562500 Penalty: 4280.473145
	Iteration 30Q: 3 clusters Score -634128.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -634158.687500 Penalty: 4280.473145
	Iteration 31Q: 3 clusters Score -634158.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -634185.062500 Penalty: 4280.473145
	Iteration 32Q: 3 clusters Score -634185.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -634210.875000 Penalty: 4280.473145
	Iteration 33Q: 3 clusters Score -634210.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -634243.562500 Penalty: 4280.473145
	Iteration 34Q: 3 clusters Score -634243.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -634272.437500 Penalty: 4280.473145
	Iteration 35Q: 3 clusters Score -634272.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -634288.937500 Penalty: 4280.473145
	Iteration 36Q: 3 clusters Score -634288.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -634306.687500 Penalty: 4280.473145
	Iteration 37Q: 3 clusters Score -634306.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -634330.875000 Penalty: 4280.473145
	Iteration 38Q: 3 clusters Score -634330.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -634365.375000 Penalty: 4280.473145
	Iteration 39Q: 3 clusters Score -634365.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -634399.687500 Penalty: 4280.473145
	Iteration 40F: 3 clusters Score -634399.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -634424.937500 Penalty: 4280.473145
	Iteration 41Q: 3 clusters Score -634424.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -634456.250000 Penalty: 4280.473145
	Iteration 42Q: 3 clusters Score -634456.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -634485.937500 Penalty: 4280.473145
	Iteration 43Q: 3 clusters Score -634485.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -634513.375000 Penalty: 4280.473145
	Iteration 44Q: 3 clusters Score -634513.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -634537.687500 Penalty: 4280.473145
	Iteration 45Q: 3 clusters Score -634537.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -634565.375000 Penalty: 4280.473145
	Iteration 46Q: 3 clusters Score -634565.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -634587.875000 Penalty: 4280.473145
	Iteration 47Q: 3 clusters Score -634587.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -634610.812500 Penalty: 4280.473145
	Iteration 48Q: 3 clusters Score -634610.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -634631.000000 Penalty: 4280.473145
	Iteration 49Q: 3 clusters Score -634631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -634646.875000 Penalty: 4280.473145
	Iteration 50Q: 3 clusters Score -634646.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -634654.500000 Penalty: 4280.473145
	Iteration 51Q: 3 clusters Score -634654.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -634666.062500 Penalty: 4280.473145
	Iteration 52Q: 3 clusters Score -634666.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -634677.750000 Penalty: 4280.473145
	Iteration 53Q: 3 clusters Score -634677.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -634687.437500 Penalty: 4280.473145
	Iteration 54Q: 3 clusters Score -634687.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -634693.437500 Penalty: 4280.473145
	Iteration 55Q: 3 clusters Score -634693.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -634700.062500 Penalty: 4280.473145
	Iteration 56Q: 3 clusters Score -634700.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -634701.000000 Penalty: 4280.473145
	Iteration 57Q: 3 clusters Score -634701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -634704.375000 Penalty: 4280.473145
	Iteration 58Q: 3 clusters Score -634704.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -634704.437500 Penalty: 4280.473145
	Iteration 59Q: 3 clusters Score -634704.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -634704.437500 Penalty: 4280.473145
	Iteration 60F: 3 clusters Score -634704.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Entering Unmasked Estep 
Score: -3473368.750000 Penalty: 2552.947754
	Iteration 0F: 2 clusters Score -3473369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3453113.250000 Penalty: 5105.895508
	Iteration 0F: 3 clusters Score -3453113 nChanged 13181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3460275.250000 Penalty: 5105.895508
	Iteration 1F: 3 clusters Score -3460275 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3460792.500000 Penalty: 5105.895508
	Iteration 2Q: 3 clusters Score -3460792 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3461262.750000 Penalty: 5105.895508
	Iteration 3Q: 3 clusters Score -3461263 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -3461726.000000 Penalty: 5105.895508
	Iteration 4Q: 3 clusters Score -3461726 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3462148.250000 Penalty: 5105.895508
	Iteration 5Q: 3 clusters Score -3462148 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3462600.250000 Penalty: 5105.895508
	Iteration 6Q: 3 clusters Score -3462600 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3463047.500000 Penalty: 5105.895508
	Iteration 7Q: 3 clusters Score -3463048 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -3463529.250000 Penalty: 5105.895508
	Iteration 8Q: 3 clusters Score -3463529 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -3464141.750000 Penalty: 5105.895508
	Iteration 9Q: 3 clusters Score -3464142 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3464851.750000 Penalty: 5105.895508
	Iteration 10Q: 3 clusters Score -3464852 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3465680.250000 Penalty: 5105.895508
	Iteration 11Q: 3 clusters Score -3465680 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -3466613.250000 Penalty: 5105.895508
	Iteration 12Q: 3 clusters Score -3466613 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3467525.000000 Penalty: 5105.895508
	Iteration 13Q: 3 clusters Score -3467525 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -3468246.250000 Penalty: 5105.895508
	Iteration 14Q: 3 clusters Score -3468246 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3468718.500000 Penalty: 5105.895508
	Iteration 15Q: 3 clusters Score -3468718 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3469051.750000 Penalty: 5105.895508
	Iteration 16Q: 3 clusters Score -3469052 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3469284.750000 Penalty: 5105.895508
	Iteration 17Q: 3 clusters Score -3469285 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -3469451.000000 Penalty: 5105.895508
	Iteration 18Q: 3 clusters Score -3469451 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3469568.000000 Penalty: 5105.895508
	Iteration 19Q: 3 clusters Score -3469568 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -3469692.500000 Penalty: 5105.895508
	Iteration 20F: 3 clusters Score -3469692 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3469811.000000 Penalty: 5105.895508
	Iteration 21Q: 3 clusters Score -3469811 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3469952.750000 Penalty: 5105.895508
	Iteration 22Q: 3 clusters Score -3469953 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3470075.250000 Penalty: 5105.895508
	Iteration 23Q: 3 clusters Score -3470075 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3470198.250000 Penalty: 5105.895508
	Iteration 24Q: 3 clusters Score -3470198 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3470275.000000 Penalty: 5105.895508
	Iteration 25Q: 3 clusters Score -3470275 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3470373.750000 Penalty: 5105.895508
	Iteration 26Q: 3 clusters Score -3470374 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3470444.000000 Penalty: 5105.895508
	Iteration 27Q: 3 clusters Score -3470444 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3470510.000000 Penalty: 5105.895508
	Iteration 28Q: 3 clusters Score -3470510 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3470560.000000 Penalty: 5105.895508
	Iteration 29Q: 3 clusters Score -3470560 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3470623.000000 Penalty: 5105.895508
	Iteration 30Q: 3 clusters Score -3470623 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3470663.250000 Penalty: 5105.895508
	Iteration 31Q: 3 clusters Score -3470663 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3470695.250000 Penalty: 5105.895508
	Iteration 32Q: 3 clusters Score -3470695 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3470731.000000 Penalty: 5105.895508
	Iteration 33Q: 3 clusters Score -3470731 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3470763.250000 Penalty: 5105.895508
	Iteration 34Q: 3 clusters Score -3470763 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3470819.250000 Penalty: 5105.895508
	Iteration 35Q: 3 clusters Score -3470819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3470846.500000 Penalty: 5105.895508
	Iteration 36Q: 3 clusters Score -3470846 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3470863.000000 Penalty: 5105.895508
	Iteration 37Q: 3 clusters Score -3470863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3470879.750000 Penalty: 5105.895508
	Iteration 38Q: 3 clusters Score -3470880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3470898.000000 Penalty: 5105.895508
	Iteration 39Q: 3 clusters Score -3470898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3470910.250000 Penalty: 5105.895508
	Iteration 40F: 3 clusters Score -3470910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3470922.000000 Penalty: 5105.895508
	Iteration 41Q: 3 clusters Score -3470922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3470930.000000 Penalty: 5105.895508
	Iteration 42Q: 3 clusters Score -3470930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3470936.250000 Penalty: 5105.895508
	Iteration 43Q: 3 clusters Score -3470936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3470939.000000 Penalty: 5105.895508
	Iteration 44Q: 3 clusters Score -3470939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3470957.750000 Penalty: 5105.895508
	Iteration 45Q: 3 clusters Score -3470958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3470974.250000 Penalty: 5105.895508
	Iteration 46Q: 3 clusters Score -3470974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3470979.500000 Penalty: 5105.895508
	Iteration 47Q: 3 clusters Score -3470980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3470987.750000 Penalty: 5105.895508
	Iteration 48Q: 3 clusters Score -3470988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3470996.000000 Penalty: 5105.895508
	Iteration 49Q: 3 clusters Score -3470996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3471005.250000 Penalty: 5105.895508
	Iteration 50Q: 3 clusters Score -3471005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3471007.250000 Penalty: 5105.895508
	Iteration 51Q: 3 clusters Score -3471007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3471015.250000 Penalty: 5105.895508
	Iteration 52Q: 3 clusters Score -3471015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3471016.250000 Penalty: 5105.895508
	Iteration 53Q: 3 clusters Score -3471016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3471019.500000 Penalty: 5105.895508
	Iteration 54Q: 3 clusters Score -3471020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3471018.000000 Penalty: 5105.895508
	Iteration 55Q: 3 clusters Score -3471018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3471028.750000 Penalty: 5105.895508
	Iteration 56Q: 3 clusters Score -3471029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3471033.500000 Penalty: 5105.895508
	Iteration 57Q: 3 clusters Score -3471034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3471033.500000 Penalty: 5105.895508
	Iteration 58Q: 3 clusters Score -3471034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3471042.000000 Penalty: 5105.895508
	Iteration 59Q: 3 clusters Score -3471042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3471054.250000 Penalty: 5105.895508
	Iteration 60F: 3 clusters Score -3471054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3471062.000000 Penalty: 5105.895508
	Iteration 61Q: 3 clusters Score -3471062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3471066.250000 Penalty: 5105.895508
	Iteration 62Q: 3 clusters Score -3471066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3471075.000000 Penalty: 5105.895508
	Iteration 63Q: 3 clusters Score -3471075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3471080.000000 Penalty: 5105.895508
	Iteration 64Q: 3 clusters Score -3471080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3471078.750000 Penalty: 5105.895508
	Iteration 65Q: 3 clusters Score -3471079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3471085.000000 Penalty: 5105.895508
	Iteration 66Q: 3 clusters Score -3471085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3471093.750000 Penalty: 5105.895508
	Iteration 67Q: 3 clusters Score -3471094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3471100.250000 Penalty: 5105.895508
	Iteration 68Q: 3 clusters Score -3471100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3471109.000000 Penalty: 5105.895508
	Iteration 69Q: 3 clusters Score -3471109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3471114.000000 Penalty: 5105.895508
	Iteration 70Q: 3 clusters Score -3471114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3471113.750000 Penalty: 5105.895508
	Iteration 71Q: 3 clusters Score -3471114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3471121.000000 Penalty: 5105.895508
	Iteration 72Q: 3 clusters Score -3471121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3471122.500000 Penalty: 5105.895508
	Iteration 73Q: 3 clusters Score -3471122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3471130.250000 Penalty: 5105.895508
	Iteration 74Q: 3 clusters Score -3471130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3471136.750000 Penalty: 5105.895508
	Iteration 75Q: 3 clusters Score -3471137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3471140.000000 Penalty: 5105.895508
	Iteration 76Q: 3 clusters Score -3471140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3471147.000000 Penalty: 5105.895508
	Iteration 77Q: 3 clusters Score -3471147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3471146.500000 Penalty: 5105.895508
	Iteration 78Q: 3 clusters Score -3471146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3471154.500000 Penalty: 5105.895508
	Iteration 79Q: 3 clusters Score -3471154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3471159.750000 Penalty: 5105.895508
	Iteration 80F: 3 clusters Score -3471160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3471162.250000 Penalty: 5105.895508
	Iteration 81Q: 3 clusters Score -3471162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3471166.750000 Penalty: 5105.895508
	Iteration 82Q: 3 clusters Score -3471167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3471165.250000 Penalty: 5105.895508
	Iteration 83Q: 3 clusters Score -3471165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3471166.750000 Penalty: 5105.895508
	Iteration 84Q: 3 clusters Score -3471167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3471163.750000 Penalty: 5105.895508
	Iteration 85Q: 3 clusters Score -3471164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3471169.250000 Penalty: 5105.895508
	Iteration 86Q: 3 clusters Score -3471169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3471173.500000 Penalty: 5105.895508
	Iteration 87Q: 3 clusters Score -3471174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3471174.500000 Penalty: 5105.895508
	Iteration 88Q: 3 clusters Score -3471174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3471174.500000 Penalty: 5105.895508
	Iteration 89Q: 3 clusters Score -3471174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3471173.250000 Penalty: 5105.895508
	Iteration 90Q: 3 clusters Score -3471173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3471173.250000 Penalty: 5105.895508
	Iteration 91Q: 3 clusters Score -3471173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3471176.250000 Penalty: 5105.895508
	Iteration 92Q: 3 clusters Score -3471176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3471178.250000 Penalty: 5105.895508
	Iteration 93Q: 3 clusters Score -3471178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3471178.250000 Penalty: 5105.895508
	Iteration 94F: 3 clusters Score -3471178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Entering Unmasked Estep 
Score: -4782570.500000 Penalty: 2642.842773
	Iteration 0F: 2 clusters Score -4782570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -4753885.500000 Penalty: 5285.685547
	Iteration 0F: 3 clusters Score -4753886 nChanged 19507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4764764.000000 Penalty: 5285.685547
	Iteration 1F: 3 clusters Score -4764764 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -4765395.000000 Penalty: 5285.685547
	Iteration 2Q: 3 clusters Score -4765395 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -4766132.500000 Penalty: 5285.685547
	Iteration 3Q: 3 clusters Score -4766132 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4767155.000000 Penalty: 5285.685547
	Iteration 4F: 3 clusters Score -4767155 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -4768793.000000 Penalty: 5285.685547
	Iteration 5F: 3 clusters Score -4768793 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4771237.000000 Penalty: 5285.685547
	Iteration 6F: 3 clusters Score -4771237 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -4774277.500000 Penalty: 5285.685547
	Iteration 7F: 3 clusters Score -4774278 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -4777029.500000 Penalty: 5285.685547
	Iteration 8F: 3 clusters Score -4777030 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4778836.500000 Penalty: 5285.685547
	Iteration 9Q: 3 clusters Score -4778836 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4779753.000000 Penalty: 5285.685547
	Iteration 10Q: 3 clusters Score -4779753 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4780149.000000 Penalty: 5285.685547
	Iteration 11Q: 3 clusters Score -4780149 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4780313.000000 Penalty: 5285.685547
	Iteration 12Q: 3 clusters Score -4780313 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4780374.500000 Penalty: 5285.685547
	Iteration 13Q: 3 clusters Score -4780374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4780410.500000 Penalty: 5285.685547
	Iteration 14Q: 3 clusters Score -4780410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4780440.000000 Penalty: 5285.685547
	Iteration 15Q: 3 clusters Score -4780440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4780462.500000 Penalty: 5285.685547
	Iteration 16Q: 3 clusters Score -4780462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4780474.000000 Penalty: 5285.685547
	Iteration 17Q: 3 clusters Score -4780474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4780480.000000 Penalty: 5285.685547
	Iteration 18Q: 3 clusters Score -4780480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4780485.000000 Penalty: 5285.685547
	Iteration 19Q: 3 clusters Score -4780485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4780486.000000 Penalty: 5285.685547
	Iteration 20F: 3 clusters Score -4780486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4780492.500000 Penalty: 5285.685547
	Iteration 21Q: 3 clusters Score -4780492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4780495.500000 Penalty: 5285.685547
	Iteration 22Q: 3 clusters Score -4780496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4780498.000000 Penalty: 5285.685547
	Iteration 23Q: 3 clusters Score -4780498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4780496.000000 Penalty: 5285.685547
	Iteration 24Q: 3 clusters Score -4780496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4780494.000000 Penalty: 5285.685547
	Iteration 25Q: 3 clusters Score -4780494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4780494.000000 Penalty: 5285.685547
	Iteration 26F: 3 clusters Score -4780494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Entering Unmasked Estep 
Score: -3252376.000000 Penalty: 2538.195801
	Iteration 0F: 2 clusters Score -3252376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3233141.500000 Penalty: 5076.391602
	Iteration 0F: 3 clusters Score -3233142 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3240070.000000 Penalty: 5076.391602
	Iteration 1F: 3 clusters Score -3240070 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3240515.250000 Penalty: 5076.391602
	Iteration 2Q: 3 clusters Score -3240515 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3240898.250000 Penalty: 5076.391602
	Iteration 3Q: 3 clusters Score -3240898 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3241251.250000 Penalty: 5076.391602
	Iteration 4Q: 3 clusters Score -3241251 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3241575.250000 Penalty: 5076.391602
	Iteration 5Q: 3 clusters Score -3241575 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3241909.250000 Penalty: 5076.391602
	Iteration 6Q: 3 clusters Score -3241909 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3242270.250000 Penalty: 5076.391602
	Iteration 7Q: 3 clusters Score -3242270 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3242624.250000 Penalty: 5076.391602
	Iteration 8Q: 3 clusters Score -3242624 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3243034.000000 Penalty: 5076.391602
	Iteration 9Q: 3 clusters Score -3243034 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3243505.250000 Penalty: 5076.391602
	Iteration 10Q: 3 clusters Score -3243505 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3244115.750000 Penalty: 5076.391602
	Iteration 11Q: 3 clusters Score -3244116 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3244827.250000 Penalty: 5076.391602
	Iteration 12Q: 3 clusters Score -3244827 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3245621.000000 Penalty: 5076.391602
	Iteration 13Q: 3 clusters Score -3245621 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3246456.250000 Penalty: 5076.391602
	Iteration 14Q: 3 clusters Score -3246456 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3247131.250000 Penalty: 5076.391602
	Iteration 15Q: 3 clusters Score -3247131 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3247700.000000 Penalty: 5076.391602
	Iteration 16Q: 3 clusters Score -3247700 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3248088.500000 Penalty: 5076.391602
	Iteration 17Q: 3 clusters Score -3248088 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3248444.500000 Penalty: 5076.391602
	Iteration 18Q: 3 clusters Score -3248444 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3248808.000000 Penalty: 5076.391602
	Iteration 19Q: 3 clusters Score -3248808 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3249194.500000 Penalty: 5076.391602
	Iteration 20F: 3 clusters Score -3249194 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3249512.000000 Penalty: 5076.391602
	Iteration 21Q: 3 clusters Score -3249512 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3249736.750000 Penalty: 5076.391602
	Iteration 22Q: 3 clusters Score -3249737 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3249891.000000 Penalty: 5076.391602
	Iteration 23Q: 3 clusters Score -3249891 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3250007.750000 Penalty: 5076.391602
	Iteration 24Q: 3 clusters Score -3250008 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3250046.000000 Penalty: 5076.391602
	Iteration 25Q: 3 clusters Score -3250046 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3250073.500000 Penalty: 5076.391602
	Iteration 26Q: 3 clusters Score -3250074 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3250102.500000 Penalty: 5076.391602
	Iteration 27Q: 3 clusters Score -3250102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3250112.250000 Penalty: 5076.391602
	Iteration 28Q: 3 clusters Score -3250112 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3250148.750000 Penalty: 5076.391602
	Iteration 29Q: 3 clusters Score -3250149 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3250156.000000 Penalty: 5076.391602
	Iteration 30Q: 3 clusters Score -3250156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3250153.250000 Penalty: 5076.391602
	Iteration 31Q: 3 clusters Score -3250153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3250151.750000 Penalty: 5076.391602
	Iteration 32Q: 3 clusters Score -3250152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3250166.000000 Penalty: 5076.391602
	Iteration 33Q: 3 clusters Score -3250166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3250169.000000 Penalty: 5076.391602
	Iteration 34Q: 3 clusters Score -3250169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3250168.500000 Penalty: 5076.391602
	Iteration 35Q: 3 clusters Score -3250168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3250175.750000 Penalty: 5076.391602
	Iteration 36Q: 3 clusters Score -3250176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3250180.250000 Penalty: 5076.391602
	Iteration 37Q: 3 clusters Score -3250180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3250183.250000 Penalty: 5076.391602
	Iteration 38Q: 3 clusters Score -3250183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3250188.000000 Penalty: 5076.391602
	Iteration 39Q: 3 clusters Score -3250188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3250197.000000 Penalty: 5076.391602
	Iteration 40F: 3 clusters Score -3250197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3250204.250000 Penalty: 5076.391602
	Iteration 41Q: 3 clusters Score -3250204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3250211.750000 Penalty: 5076.391602
	Iteration 42Q: 3 clusters Score -3250212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3250219.250000 Penalty: 5076.391602
	Iteration 43Q: 3 clusters Score -3250219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3250223.500000 Penalty: 5076.391602
	Iteration 44Q: 3 clusters Score -3250224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3250216.000000 Penalty: 5076.391602
	Iteration 45Q: 3 clusters Score -3250216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3250226.750000 Penalty: 5076.391602
	Iteration 46Q: 3 clusters Score -3250227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3250233.000000 Penalty: 5076.391602
	Iteration 47Q: 3 clusters Score -3250233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3250232.250000 Penalty: 5076.391602
	Iteration 48Q: 3 clusters Score -3250232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3250239.500000 Penalty: 5076.391602
	Iteration 49Q: 3 clusters Score -3250240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3250246.750000 Penalty: 5076.391602
	Iteration 50Q: 3 clusters Score -3250247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3250245.750000 Penalty: 5076.391602
	Iteration 51Q: 3 clusters Score -3250246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3250244.500000 Penalty: 5076.391602
	Iteration 52Q: 3 clusters Score -3250244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3250248.250000 Penalty: 5076.391602
	Iteration 53Q: 3 clusters Score -3250248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3250249.750000 Penalty: 5076.391602
	Iteration 54Q: 3 clusters Score -3250250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3250255.000000 Penalty: 5076.391602
	Iteration 55Q: 3 clusters Score -3250255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3250256.250000 Penalty: 5076.391602
	Iteration 56Q: 3 clusters Score -3250256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3250260.500000 Penalty: 5076.391602
	Iteration 57Q: 3 clusters Score -3250260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3250259.500000 Penalty: 5076.391602
	Iteration 58Q: 3 clusters Score -3250260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3250261.750000 Penalty: 5076.391602
	Iteration 59Q: 3 clusters Score -3250262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3250261.500000 Penalty: 5076.391602
	Iteration 60F: 3 clusters Score -3250262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3250260.250000 Penalty: 5076.391602
	Iteration 61Q: 3 clusters Score -3250260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3250261.000000 Penalty: 5076.391602
	Iteration 62Q: 3 clusters Score -3250261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3250265.750000 Penalty: 5076.391602
	Iteration 63Q: 3 clusters Score -3250266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3250265.250000 Penalty: 5076.391602
	Iteration 64Q: 3 clusters Score -3250265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3250263.750000 Penalty: 5076.391602
	Iteration 65Q: 3 clusters Score -3250264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3250265.750000 Penalty: 5076.391602
	Iteration 66Q: 3 clusters Score -3250266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3250267.750000 Penalty: 5076.391602
	Iteration 67Q: 3 clusters Score -3250268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3250274.250000 Penalty: 5076.391602
	Iteration 68Q: 3 clusters Score -3250274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3250278.500000 Penalty: 5076.391602
	Iteration 69Q: 3 clusters Score -3250278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3250273.250000 Penalty: 5076.391602
	Iteration 70Q: 3 clusters Score -3250273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3250270.250000 Penalty: 5076.391602
	Iteration 71Q: 3 clusters Score -3250270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3250277.000000 Penalty: 5076.391602
	Iteration 72Q: 3 clusters Score -3250277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3250276.500000 Penalty: 5076.391602
	Iteration 73Q: 3 clusters Score -3250276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3250278.000000 Penalty: 5076.391602
	Iteration 74Q: 3 clusters Score -3250278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3250281.500000 Penalty: 5076.391602
	Iteration 75Q: 3 clusters Score -3250282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3250282.250000 Penalty: 5076.391602
	Iteration 76Q: 3 clusters Score -3250282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3250282.250000 Penalty: 5076.391602
	Iteration 77F: 3 clusters Score -3250282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Entering Unmasked Estep 
Score: -494319.000000 Penalty: 2075.781006
	Iteration 0F: 2 clusters Score -494319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -490239.625000 Penalty: 4151.562012
	Iteration 0F: 3 clusters Score -490239.6 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -491178.593750 Penalty: 4151.562012
	Iteration 1F: 3 clusters Score -491178.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -491366.000000 Penalty: 4151.562012
	Iteration 2F: 3 clusters Score -491366 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -491481.062500 Penalty: 4151.562012
	Iteration 3Q: 3 clusters Score -491481.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -491564.500000 Penalty: 4151.562012
	Iteration 4Q: 3 clusters Score -491564.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -491647.125000 Penalty: 4151.562012
	Iteration 5Q: 3 clusters Score -491647.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -491727.531250 Penalty: 4151.562012
	Iteration 6Q: 3 clusters Score -491727.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -491790.531250 Penalty: 4151.562012
	Iteration 7Q: 3 clusters Score -491790.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -491861.531250 Penalty: 4151.562012
	Iteration 8Q: 3 clusters Score -491861.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -491925.125000 Penalty: 4151.562012
	Iteration 9Q: 3 clusters Score -491925.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -491988.031250 Penalty: 4151.562012
	Iteration 10Q: 3 clusters Score -491988 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -492057.531250 Penalty: 4151.562012
	Iteration 11Q: 3 clusters Score -492057.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -492130.937500 Penalty: 4151.562012
	Iteration 12Q: 3 clusters Score -492130.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -492215.625000 Penalty: 4151.562012
	Iteration 13Q: 3 clusters Score -492215.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -492333.406250 Penalty: 4151.562012
	Iteration 14Q: 3 clusters Score -492333.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -492552.062500 Penalty: 4151.562012
	Iteration 15Q: 3 clusters Score -492552.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -492988.062500 Penalty: 4151.562012
	Iteration 16Q: 3 clusters Score -492988.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -493808.187500 Penalty: 4151.562012
	Iteration 17F: 3 clusters Score -493808.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -494419.875000 Penalty: 4151.562012
	Iteration 18F: 3 clusters Score -494419.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -494736.218750 Penalty: 4151.562012
	Iteration 19Q: 3 clusters Score -494736.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -494943.562500 Penalty: 4151.562012
	Iteration 20F: 3 clusters Score -494943.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -495064.312500 Penalty: 4151.562012
	Iteration 21Q: 3 clusters Score -495064.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -495134.750000 Penalty: 4151.562012
	Iteration 22Q: 3 clusters Score -495134.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -495169.343750 Penalty: 4151.562012
	Iteration 23Q: 3 clusters Score -495169.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -495187.375000 Penalty: 4151.562012
	Iteration 24Q: 3 clusters Score -495187.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -495197.750000 Penalty: 4151.562012
	Iteration 25Q: 3 clusters Score -495197.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -495205.875000 Penalty: 4151.562012
	Iteration 26Q: 3 clusters Score -495205.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -495210.625000 Penalty: 4151.562012
	Iteration 27Q: 3 clusters Score -495210.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -495216.343750 Penalty: 4151.562012
	Iteration 28Q: 3 clusters Score -495216.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -495220.625000 Penalty: 4151.562012
	Iteration 29Q: 3 clusters Score -495220.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -495222.906250 Penalty: 4151.562012
	Iteration 30Q: 3 clusters Score -495222.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -495224.375000 Penalty: 4151.562012
	Iteration 31Q: 3 clusters Score -495224.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -495227.187500 Penalty: 4151.562012
	Iteration 32Q: 3 clusters Score -495227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -495227.687500 Penalty: 4151.562012
	Iteration 33Q: 3 clusters Score -495227.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -495229.031250 Penalty: 4151.562012
	Iteration 34Q: 3 clusters Score -495229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -495229.031250 Penalty: 4151.562012
	Iteration 35F: 3 clusters Score -495229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321525 members 
Mstep: Class 3 contains 13106 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65317 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22266 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 29559 members 
Mstep: Class 13 contains 42473 members 
Mstep: Class 14 contains 27852 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152921 members 
Mstep: Class 20 contains 115569 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 2204 members 
Entering Unmasked Estep 
Score: -92669080.000000 Penalty: 74294.250000
Splitting cluster 15 changes total score from -92669496.000000 to -92669080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Entering Unmasked Estep 
Score: -781179.375000 Penalty: 2183.918945
	Iteration 0F: 2 clusters Score -781179.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -775569.875000 Penalty: 4367.837891
	Iteration 0F: 3 clusters Score -775569.9 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -776944.312500 Penalty: 4367.837891
	Iteration 1F: 3 clusters Score -776944.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -777183.125000 Penalty: 4367.837891
	Iteration 2F: 3 clusters Score -777183.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -777363.625000 Penalty: 4367.837891
	Iteration 3F: 3 clusters Score -777363.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -777488.062500 Penalty: 4367.837891
	Iteration 4Q: 3 clusters Score -777488.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -777573.000000 Penalty: 4367.837891
	Iteration 5Q: 3 clusters Score -777573 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -777643.750000 Penalty: 4367.837891
	Iteration 6Q: 3 clusters Score -777643.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -777700.062500 Penalty: 4367.837891
	Iteration 7Q: 3 clusters Score -777700.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -777743.625000 Penalty: 4367.837891
	Iteration 8Q: 3 clusters Score -777743.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -777782.937500 Penalty: 4367.837891
	Iteration 9Q: 3 clusters Score -777782.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -777818.312500 Penalty: 4367.837891
	Iteration 10Q: 3 clusters Score -777818.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -777849.000000 Penalty: 4367.837891
	Iteration 11Q: 3 clusters Score -777849 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -777881.625000 Penalty: 4367.837891
	Iteration 12Q: 3 clusters Score -777881.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -777923.625000 Penalty: 4367.837891
	Iteration 13Q: 3 clusters Score -777923.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -777955.812500 Penalty: 4367.837891
	Iteration 14Q: 3 clusters Score -777955.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -777987.375000 Penalty: 4367.837891
	Iteration 15Q: 3 clusters Score -777987.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -778029.687500 Penalty: 4367.837891
	Iteration 16Q: 3 clusters Score -778029.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -778065.062500 Penalty: 4367.837891
	Iteration 17Q: 3 clusters Score -778065.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -778101.625000 Penalty: 4367.837891
	Iteration 18Q: 3 clusters Score -778101.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -778150.062500 Penalty: 4367.837891
	Iteration 19Q: 3 clusters Score -778150.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -778202.125000 Penalty: 4367.837891
	Iteration 20F: 3 clusters Score -778202.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -778253.000000 Penalty: 4367.837891
	Iteration 21Q: 3 clusters Score -778253 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -778302.375000 Penalty: 4367.837891
	Iteration 22Q: 3 clusters Score -778302.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -778361.125000 Penalty: 4367.837891
	Iteration 23Q: 3 clusters Score -778361.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -778417.250000 Penalty: 4367.837891
	Iteration 24Q: 3 clusters Score -778417.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -778476.812500 Penalty: 4367.837891
	Iteration 25Q: 3 clusters Score -778476.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -778547.812500 Penalty: 4367.837891
	Iteration 26Q: 3 clusters Score -778547.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -778618.750000 Penalty: 4367.837891
	Iteration 27Q: 3 clusters Score -778618.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -778675.187500 Penalty: 4367.837891
	Iteration 28Q: 3 clusters Score -778675.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -778726.187500 Penalty: 4367.837891
	Iteration 29Q: 3 clusters Score -778726.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -778770.437500 Penalty: 4367.837891
	Iteration 30Q: 3 clusters Score -778770.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -778813.000000 Penalty: 4367.837891
	Iteration 31Q: 3 clusters Score -778813 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -778854.687500 Penalty: 4367.837891
	Iteration 32Q: 3 clusters Score -778854.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -778893.187500 Penalty: 4367.837891
	Iteration 33Q: 3 clusters Score -778893.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -778926.937500 Penalty: 4367.837891
	Iteration 34Q: 3 clusters Score -778926.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -778957.062500 Penalty: 4367.837891
	Iteration 35Q: 3 clusters Score -778957.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -778986.187500 Penalty: 4367.837891
	Iteration 36Q: 3 clusters Score -778986.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -779014.562500 Penalty: 4367.837891
	Iteration 37Q: 3 clusters Score -779014.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -779036.812500 Penalty: 4367.837891
	Iteration 38Q: 3 clusters Score -779036.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -779065.437500 Penalty: 4367.837891
	Iteration 39Q: 3 clusters Score -779065.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -779086.500000 Penalty: 4367.837891
	Iteration 40F: 3 clusters Score -779086.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -779104.875000 Penalty: 4367.837891
	Iteration 41Q: 3 clusters Score -779104.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -779119.187500 Penalty: 4367.837891
	Iteration 42Q: 3 clusters Score -779119.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -779140.312500 Penalty: 4367.837891
	Iteration 43Q: 3 clusters Score -779140.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -779156.375000 Penalty: 4367.837891
	Iteration 44Q: 3 clusters Score -779156.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -779171.312500 Penalty: 4367.837891
	Iteration 45Q: 3 clusters Score -779171.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -779190.687500 Penalty: 4367.837891
	Iteration 46Q: 3 clusters Score -779190.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -779212.062500 Penalty: 4367.837891
	Iteration 47Q: 3 clusters Score -779212.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -779226.187500 Penalty: 4367.837891
	Iteration 48Q: 3 clusters Score -779226.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -779231.625000 Penalty: 4367.837891
	Iteration 49Q: 3 clusters Score -779231.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -779237.375000 Penalty: 4367.837891
	Iteration 50Q: 3 clusters Score -779237.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -779248.000000 Penalty: 4367.837891
	Iteration 51Q: 3 clusters Score -779248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -779254.937500 Penalty: 4367.837891
	Iteration 52Q: 3 clusters Score -779254.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -779264.750000 Penalty: 4367.837891
	Iteration 53Q: 3 clusters Score -779264.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -779276.812500 Penalty: 4367.837891
	Iteration 54Q: 3 clusters Score -779276.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -779297.750000 Penalty: 4367.837891
	Iteration 55Q: 3 clusters Score -779297.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -779315.437500 Penalty: 4367.837891
	Iteration 56Q: 3 clusters Score -779315.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -779329.562500 Penalty: 4367.837891
	Iteration 57Q: 3 clusters Score -779329.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -779337.062500 Penalty: 4367.837891
	Iteration 58Q: 3 clusters Score -779337.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -779347.062500 Penalty: 4367.837891
	Iteration 59Q: 3 clusters Score -779347.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -779353.125000 Penalty: 4367.837891
	Iteration 60F: 3 clusters Score -779353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -779357.062500 Penalty: 4367.837891
	Iteration 61Q: 3 clusters Score -779357.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -779359.625000 Penalty: 4367.837891
	Iteration 62Q: 3 clusters Score -779359.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -779365.437500 Penalty: 4367.837891
	Iteration 63Q: 3 clusters Score -779365.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -779368.500000 Penalty: 4367.837891
	Iteration 64Q: 3 clusters Score -779368.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -779369.625000 Penalty: 4367.837891
	Iteration 65Q: 3 clusters Score -779369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -779370.500000 Penalty: 4367.837891
	Iteration 66Q: 3 clusters Score -779370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -779371.687500 Penalty: 4367.837891
	Iteration 67Q: 3 clusters Score -779371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -779374.625000 Penalty: 4367.837891
	Iteration 68Q: 3 clusters Score -779374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -779374.312500 Penalty: 4367.837891
	Iteration 69Q: 3 clusters Score -779374.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -779374.312500 Penalty: 4367.837891
	Iteration 70F: 3 clusters Score -779374.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -66478.140625 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -66478.14 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 325 members 
Entering Unmasked Estep 
Score: -64834.093750 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -64834.09 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65038.484375 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -65038.48 nChanged 33
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: -65100.996094 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -65101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65147.500000 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -65147.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65200.648438 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -65200.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65247.781250 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -65247.78 nChanged 13
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: -65283.519531 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -65283.52 nChanged 11
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: -65316.742188 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -65316.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65331.738281 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -65331.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65338.960938 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -65338.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65351.031250 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -65351.03 nChanged 4
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: -65361.964844 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -65361.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65372.894531 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -65372.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65386.750000 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -65386.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65402.464844 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -65402.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65413.054688 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -65413.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65416.195312 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -65416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65419.250000 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -65419.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65421.855469 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -65421.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65427.398438 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -65427.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65431.097656 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -65431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65436.007812 Penalty: 3205.662598
	Iteration 21Q: 3 clusters Score -65436.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65446.675781 Penalty: 3205.662598
	Iteration 22Q: 3 clusters Score -65446.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65461.925781 Penalty: 3205.662598
	Iteration 23Q: 3 clusters Score -65461.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65507.296875 Penalty: 3205.662598
	Iteration 24Q: 3 clusters Score -65507.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65574.750000 Penalty: 3205.662598
	Iteration 25Q: 3 clusters Score -65574.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65650.906250 Penalty: 3205.662598
	Iteration 26Q: 3 clusters Score -65650.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65682.187500 Penalty: 3205.662598
	Iteration 27Q: 3 clusters Score -65682.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65698.710938 Penalty: 3205.662598
	Iteration 28Q: 3 clusters Score -65698.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65733.875000 Penalty: 3205.662598
	Iteration 29Q: 3 clusters Score -65733.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65811.585938 Penalty: 3205.662598
	Iteration 30Q: 3 clusters Score -65811.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65995.062500 Penalty: 3205.662598
	Iteration 31Q: 3 clusters Score -65995.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66128.445312 Penalty: 3205.662598
	Iteration 32Q: 3 clusters Score -66128.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66164.812500 Penalty: 3205.662598
	Iteration 33Q: 3 clusters Score -66164.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66181.015625 Penalty: 3205.662598
	Iteration 34Q: 3 clusters Score -66181.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66187.531250 Penalty: 3205.662598
	Iteration 35Q: 3 clusters Score -66187.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66190.867188 Penalty: 3205.662598
	Iteration 36Q: 3 clusters Score -66190.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66199.257812 Penalty: 3205.662598
	Iteration 37Q: 3 clusters Score -66199.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66202.210938 Penalty: 3205.662598
	Iteration 38Q: 3 clusters Score -66202.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66203.390625 Penalty: 3205.662598
	Iteration 39Q: 3 clusters Score -66203.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66203.390625 Penalty: 3205.662598
	Iteration 40F: 3 clusters Score -66203.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -198542.500000 Penalty: 1880.645386
	Iteration 0F: 2 clusters Score -198542.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -195980.625000 Penalty: 3761.290771
	Iteration 0F: 3 clusters Score -195980.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -196423.515625 Penalty: 3761.290771
	Iteration 1F: 3 clusters Score -196423.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -196531.312500 Penalty: 3761.290771
	Iteration 2F: 3 clusters Score -196531.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -196609.343750 Penalty: 3761.290771
	Iteration 3Q: 3 clusters Score -196609.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -196663.921875 Penalty: 3761.290771
	Iteration 4Q: 3 clusters Score -196663.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -196703.734375 Penalty: 3761.290771
	Iteration 5Q: 3 clusters Score -196703.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -196731.859375 Penalty: 3761.290771
	Iteration 6Q: 3 clusters Score -196731.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -196756.171875 Penalty: 3761.290771
	Iteration 7Q: 3 clusters Score -196756.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -196775.265625 Penalty: 3761.290771
	Iteration 8Q: 3 clusters Score -196775.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -196789.578125 Penalty: 3761.290771
	Iteration 9Q: 3 clusters Score -196789.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -196801.234375 Penalty: 3761.290771
	Iteration 10Q: 3 clusters Score -196801.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -196808.187500 Penalty: 3761.290771
	Iteration 11Q: 3 clusters Score -196808.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -196815.593750 Penalty: 3761.290771
	Iteration 12Q: 3 clusters Score -196815.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -196821.328125 Penalty: 3761.290771
	Iteration 13Q: 3 clusters Score -196821.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -196824.203125 Penalty: 3761.290771
	Iteration 14Q: 3 clusters Score -196824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -196825.203125 Penalty: 3761.290771
	Iteration 15Q: 3 clusters Score -196825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -196827.593750 Penalty: 3761.290771
	Iteration 16Q: 3 clusters Score -196827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -196828.781250 Penalty: 3761.290771
	Iteration 17Q: 3 clusters Score -196828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -196829.109375 Penalty: 3761.290771
	Iteration 18Q: 3 clusters Score -196829.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -196829.109375 Penalty: 3761.290771
	Iteration 19F: 3 clusters Score -196829.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (152921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152921 members 
Entering Unmasked Estep 
Score: -17697554.000000 Penalty: 2960.543701
	Iteration 0F: 2 clusters Score -1.769755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 76185 members 
Entering Unmasked Estep 
Score: -17595446.000000 Penalty: 5921.087402
	Iteration 0F: 3 clusters Score -1.759545e+07 nChanged 73103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77425 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -17638940.000000 Penalty: 5921.087402
	Iteration 1F: 3 clusters Score -1.763894e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78038 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -17640526.000000 Penalty: 5921.087402
	Iteration 2Q: 3 clusters Score -1.764053e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -17642496.000000 Penalty: 5921.087402
	Iteration 3Q: 3 clusters Score -1.76425e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80276 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -17645178.000000 Penalty: 5921.087402
	Iteration 4Q: 3 clusters Score -1.764518e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -17648750.000000 Penalty: 5921.087402
	Iteration 5Q: 3 clusters Score -1.764875e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84724 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -17653274.000000 Penalty: 5921.087402
	Iteration 6F: 3 clusters Score -1.765327e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -17658802.000000 Penalty: 5921.087402
	Iteration 7F: 3 clusters Score -1.76588e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91055 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -17664916.000000 Penalty: 5921.087402
	Iteration 8F: 3 clusters Score -1.766492e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -17670482.000000 Penalty: 5921.087402
	Iteration 9F: 3 clusters Score -1.767048e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96344 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -17674222.000000 Penalty: 5921.087402
	Iteration 10Q: 3 clusters Score -1.767422e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98440 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -17676224.000000 Penalty: 5921.087402
	Iteration 11Q: 3 clusters Score -1.767622e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100566 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -17677372.000000 Penalty: 5921.087402
	Iteration 12Q: 3 clusters Score -1.767737e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102708 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -17678410.000000 Penalty: 5921.087402
	Iteration 13Q: 3 clusters Score -1.767841e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104746 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -17679018.000000 Penalty: 5921.087402
	Iteration 14Q: 3 clusters Score -1.767902e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -17679564.000000 Penalty: 5921.087402
	Iteration 15Q: 3 clusters Score -1.767956e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -17680072.000000 Penalty: 5921.087402
	Iteration 16Q: 3 clusters Score -1.768007e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110823 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -17680538.000000 Penalty: 5921.087402
	Iteration 17Q: 3 clusters Score -1.768054e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112812 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -17680990.000000 Penalty: 5921.087402
	Iteration 18Q: 3 clusters Score -1.768099e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114968 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -17681506.000000 Penalty: 5921.087402
	Iteration 19Q: 3 clusters Score -1.768151e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117057 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -17682036.000000 Penalty: 5921.087402
	Iteration 20F: 3 clusters Score -1.768204e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119171 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -17682596.000000 Penalty: 5921.087402
	Iteration 21Q: 3 clusters Score -1.76826e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121356 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -17683228.000000 Penalty: 5921.087402
	Iteration 22Q: 3 clusters Score -1.768323e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123624 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -17683908.000000 Penalty: 5921.087402
	Iteration 23Q: 3 clusters Score -1.768391e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125837 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -17684538.000000 Penalty: 5921.087402
	Iteration 24Q: 3 clusters Score -1.768454e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127977 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -17685158.000000 Penalty: 5921.087402
	Iteration 25Q: 3 clusters Score -1.768516e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130170 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -17686012.000000 Penalty: 5921.087402
	Iteration 26Q: 3 clusters Score -1.768601e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132372 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -17686802.000000 Penalty: 5921.087402
	Iteration 27Q: 3 clusters Score -1.76868e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134523 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -17687542.000000 Penalty: 5921.087402
	Iteration 28Q: 3 clusters Score -1.768754e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136565 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -17688298.000000 Penalty: 5921.087402
	Iteration 29Q: 3 clusters Score -1.76883e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138536 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -17688996.000000 Penalty: 5921.087402
	Iteration 30Q: 3 clusters Score -1.7689e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140378 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -17689656.000000 Penalty: 5921.087402
	Iteration 31Q: 3 clusters Score -1.768966e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142107 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -17690358.000000 Penalty: 5921.087402
	Iteration 32Q: 3 clusters Score -1.769036e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143735 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -17691080.000000 Penalty: 5921.087402
	Iteration 33Q: 3 clusters Score -1.769108e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145280 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -17691734.000000 Penalty: 5921.087402
	Iteration 34Q: 3 clusters Score -1.769173e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146676 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -17692316.000000 Penalty: 5921.087402
	Iteration 35Q: 3 clusters Score -1.769232e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147852 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -17692946.000000 Penalty: 5921.087402
	Iteration 36Q: 3 clusters Score -1.769295e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148833 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -17693402.000000 Penalty: 5921.087402
	Iteration 37Q: 3 clusters Score -1.76934e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149627 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -17693842.000000 Penalty: 5921.087402
	Iteration 38Q: 3 clusters Score -1.769384e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -17694166.000000 Penalty: 5921.087402
	Iteration 39Q: 3 clusters Score -1.769417e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150671 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -17694324.000000 Penalty: 5921.087402
	Iteration 40F: 3 clusters Score -1.769432e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150999 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -17694418.000000 Penalty: 5921.087402
	Iteration 41Q: 3 clusters Score -1.769442e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151270 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -17694562.000000 Penalty: 5921.087402
	Iteration 42Q: 3 clusters Score -1.769456e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151475 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -17694670.000000 Penalty: 5921.087402
	Iteration 43Q: 3 clusters Score -1.769467e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151626 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -17694768.000000 Penalty: 5921.087402
	Iteration 44Q: 3 clusters Score -1.769477e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151731 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -17694856.000000 Penalty: 5921.087402
	Iteration 45Q: 3 clusters Score -1.769486e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151791 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -17694888.000000 Penalty: 5921.087402
	Iteration 46Q: 3 clusters Score -1.769489e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151850 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -17694932.000000 Penalty: 5921.087402
	Iteration 47Q: 3 clusters Score -1.769493e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151904 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -17694966.000000 Penalty: 5921.087402
	Iteration 48Q: 3 clusters Score -1.769497e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151935 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -17694982.000000 Penalty: 5921.087402
	Iteration 49Q: 3 clusters Score -1.769498e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151964 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -17694980.000000 Penalty: 5921.087402
	Iteration 50Q: 3 clusters Score -1.769498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151985 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -17694996.000000 Penalty: 5921.087402
	Iteration 51Q: 3 clusters Score -1.7695e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152005 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -17695008.000000 Penalty: 5921.087402
	Iteration 52Q: 3 clusters Score -1.769501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152014 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -17695030.000000 Penalty: 5921.087402
	Iteration 53Q: 3 clusters Score -1.769503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152017 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -17695016.000000 Penalty: 5921.087402
	Iteration 54Q: 3 clusters Score -1.769502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152023 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -17695020.000000 Penalty: 5921.087402
	Iteration 55Q: 3 clusters Score -1.769502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152033 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -17695028.000000 Penalty: 5921.087402
	Iteration 56Q: 3 clusters Score -1.769503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152040 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -17695036.000000 Penalty: 5921.087402
	Iteration 57Q: 3 clusters Score -1.769504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152049 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -17695036.000000 Penalty: 5921.087402
	Iteration 58Q: 3 clusters Score -1.769504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152064 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -17695026.000000 Penalty: 5921.087402
	Iteration 59Q: 3 clusters Score -1.769503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152071 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -17695038.000000 Penalty: 5921.087402
	Iteration 60F: 3 clusters Score -1.769504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152083 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -17695050.000000 Penalty: 5921.087402
	Iteration 61Q: 3 clusters Score -1.769505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152090 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -17695042.000000 Penalty: 5921.087402
	Iteration 62Q: 3 clusters Score -1.769504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152099 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -17695048.000000 Penalty: 5921.087402
	Iteration 63Q: 3 clusters Score -1.769505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152106 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -17695036.000000 Penalty: 5921.087402
	Iteration 64Q: 3 clusters Score -1.769504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152111 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -17695054.000000 Penalty: 5921.087402
	Iteration 65Q: 3 clusters Score -1.769505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152112 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -17695050.000000 Penalty: 5921.087402
	Iteration 66Q: 3 clusters Score -1.769505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152113 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -17695064.000000 Penalty: 5921.087402
	Iteration 67Q: 3 clusters Score -1.769506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152114 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -17695052.000000 Penalty: 5921.087402
	Iteration 68Q: 3 clusters Score -1.769505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152114 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -17695050.000000 Penalty: 5921.087402
	Iteration 69Q: 3 clusters Score -1.769505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152114 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -17695048.000000 Penalty: 5921.087402
	Iteration 70Q: 3 clusters Score -1.769505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152116 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -17695054.000000 Penalty: 5921.087402
	Iteration 71Q: 3 clusters Score -1.769505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152117 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -17695052.000000 Penalty: 5921.087402
	Iteration 72Q: 3 clusters Score -1.769505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152117 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -17695052.000000 Penalty: 5921.087402
	Iteration 73F: 3 clusters Score -1.769505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (115569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Entering Unmasked Estep 
Score: -13480767.000000 Penalty: 2891.090576
	Iteration 0F: 2 clusters Score -1.348077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -13403719.000000 Penalty: 5782.181152
	Iteration 0F: 3 clusters Score -1.340372e+07 nChanged 54597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -13434851.000000 Penalty: 5782.181152
	Iteration 1F: 3 clusters Score -1.343485e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -13435845.000000 Penalty: 5782.181152
	Iteration 2Q: 3 clusters Score -1.343584e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -13437111.000000 Penalty: 5782.181152
	Iteration 3Q: 3 clusters Score -1.343711e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -13439086.000000 Penalty: 5782.181152
	Iteration 4Q: 3 clusters Score -1.343909e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -13442375.000000 Penalty: 5782.181152
	Iteration 5F: 3 clusters Score -1.344238e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -13447500.000000 Penalty: 5782.181152
	Iteration 6F: 3 clusters Score -1.34475e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -13454799.000000 Penalty: 5782.181152
	Iteration 7F: 3 clusters Score -1.34548e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -13463174.000000 Penalty: 5782.181152
	Iteration 8F: 3 clusters Score -1.346317e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 104690 members 
Entering Unmasked Estep 
Score: -13469868.000000 Penalty: 5782.181152
	Iteration 9F: 3 clusters Score -1.346987e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 109159 members 
Entering Unmasked Estep 
Score: -13474108.000000 Penalty: 5782.181152
	Iteration 10Q: 3 clusters Score -1.347411e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 111537 members 
Entering Unmasked Estep 
Score: -13476312.000000 Penalty: 5782.181152
	Iteration 11Q: 3 clusters Score -1.347631e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 112750 members 
Entering Unmasked Estep 
Score: -13477320.000000 Penalty: 5782.181152
	Iteration 12Q: 3 clusters Score -1.347732e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 113365 members 
Entering Unmasked Estep 
Score: -13477870.000000 Penalty: 5782.181152
	Iteration 13Q: 3 clusters Score -1.347787e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 113689 members 
Entering Unmasked Estep 
Score: -13478075.000000 Penalty: 5782.181152
	Iteration 14Q: 3 clusters Score -1.347808e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 113862 members 
Entering Unmasked Estep 
Score: -13478202.000000 Penalty: 5782.181152
	Iteration 15Q: 3 clusters Score -1.34782e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 113969 members 
Entering Unmasked Estep 
Score: -13478272.000000 Penalty: 5782.181152
	Iteration 16Q: 3 clusters Score -1.347827e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 114044 members 
Entering Unmasked Estep 
Score: -13478311.000000 Penalty: 5782.181152
	Iteration 17Q: 3 clusters Score -1.347831e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 114098 members 
Entering Unmasked Estep 
Score: -13478328.000000 Penalty: 5782.181152
	Iteration 18Q: 3 clusters Score -1.347833e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 114148 members 
Entering Unmasked Estep 
Score: -13478355.000000 Penalty: 5782.181152
	Iteration 19Q: 3 clusters Score -1.347836e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 114185 members 
Entering Unmasked Estep 
Score: -13478369.000000 Penalty: 5782.181152
	Iteration 20F: 3 clusters Score -1.347837e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 114208 members 
Entering Unmasked Estep 
Score: -13478385.000000 Penalty: 5782.181152
	Iteration 21Q: 3 clusters Score -1.347838e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 114240 members 
Entering Unmasked Estep 
Score: -13478404.000000 Penalty: 5782.181152
	Iteration 22Q: 3 clusters Score -1.34784e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 114261 members 
Entering Unmasked Estep 
Score: -13478411.000000 Penalty: 5782.181152
	Iteration 23Q: 3 clusters Score -1.347841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 114281 members 
Entering Unmasked Estep 
Score: -13478420.000000 Penalty: 5782.181152
	Iteration 24Q: 3 clusters Score -1.347842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 114294 members 
Entering Unmasked Estep 
Score: -13478446.000000 Penalty: 5782.181152
	Iteration 25Q: 3 clusters Score -1.347845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 114307 members 
Entering Unmasked Estep 
Score: -13478451.000000 Penalty: 5782.181152
	Iteration 26Q: 3 clusters Score -1.347845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 114317 members 
Entering Unmasked Estep 
Score: -13478459.000000 Penalty: 5782.181152
	Iteration 27Q: 3 clusters Score -1.347846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 114325 members 
Entering Unmasked Estep 
Score: -13478457.000000 Penalty: 5782.181152
	Iteration 28Q: 3 clusters Score -1.347846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 114338 members 
Entering Unmasked Estep 
Score: -13478459.000000 Penalty: 5782.181152
	Iteration 29Q: 3 clusters Score -1.347846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 114345 members 
Entering Unmasked Estep 
Score: -13478459.000000 Penalty: 5782.181152
	Iteration 30Q: 3 clusters Score -1.347846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 114352 members 
Entering Unmasked Estep 
Score: -13478474.000000 Penalty: 5782.181152
	Iteration 31Q: 3 clusters Score -1.347847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 114359 members 
Entering Unmasked Estep 
Score: -13478476.000000 Penalty: 5782.181152
	Iteration 32Q: 3 clusters Score -1.347848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 114366 members 
Entering Unmasked Estep 
Score: -13478482.000000 Penalty: 5782.181152
	Iteration 33Q: 3 clusters Score -1.347848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -13478497.000000 Penalty: 5782.181152
	Iteration 34Q: 3 clusters Score -1.34785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 114393 members 
Entering Unmasked Estep 
Score: -13478508.000000 Penalty: 5782.181152
	Iteration 35Q: 3 clusters Score -1.347851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 114402 members 
Entering Unmasked Estep 
Score: -13478533.000000 Penalty: 5782.181152
	Iteration 36Q: 3 clusters Score -1.347853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 114408 members 
Entering Unmasked Estep 
Score: -13478525.000000 Penalty: 5782.181152
	Iteration 37Q: 3 clusters Score -1.347852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 114414 members 
Entering Unmasked Estep 
Score: -13478525.000000 Penalty: 5782.181152
	Iteration 38Q: 3 clusters Score -1.347852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 114418 members 
Entering Unmasked Estep 
Score: -13478519.000000 Penalty: 5782.181152
	Iteration 39Q: 3 clusters Score -1.347852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 114419 members 
Entering Unmasked Estep 
Score: -13478513.000000 Penalty: 5782.181152
	Iteration 40F: 3 clusters Score -1.347851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -13478517.000000 Penalty: 5782.181152
	Iteration 41Q: 3 clusters Score -1.347852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 114421 members 
Entering Unmasked Estep 
Score: -13478524.000000 Penalty: 5782.181152
	Iteration 42Q: 3 clusters Score -1.347852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -13478520.000000 Penalty: 5782.181152
	Iteration 43Q: 3 clusters Score -1.347852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 114421 members 
Entering Unmasked Estep 
Score: -13478525.000000 Penalty: 5782.181152
	Iteration 44Q: 3 clusters Score -1.347852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 114421 members 
Entering Unmasked Estep 
Score: -13478525.000000 Penalty: 5782.181152
	Iteration 45F: 3 clusters Score -1.347852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -32517.503906 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -32517.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31209.630859 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -31209.63 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31549.726562 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -31549.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31676.869141 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -31676.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31865.693359 Penalty: 2938.430908
	Iteration 3F: 3 clusters Score -31865.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31983.273438 Penalty: 2938.430908
	Iteration 4F: 3 clusters Score -31983.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32186.091797 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -32186.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32268.169922 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -32268.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32300.707031 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -32300.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32316.626953 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -32316.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32323.441406 Penalty: 2938.430908
	Iteration 9Q: 3 clusters Score -32323.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32338.812500 Penalty: 2938.430908
	Iteration 10Q: 3 clusters Score -32338.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32351.416016 Penalty: 2938.430908
	Iteration 11Q: 3 clusters Score -32351.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32351.416016 Penalty: 2938.430908
	Iteration 12F: 3 clusters Score -32351.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321525 members 
Mstep: Class 3 contains 13106 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65317 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22266 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 29559 members 
Mstep: Class 13 contains 42473 members 
Mstep: Class 14 contains 27852 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152921 members 
Mstep: Class 20 contains 115569 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669488.000000 Penalty: 70917.242188
Iteration 119Q: 22 clusters Score -9.266949e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321522 members 
Mstep: Class 3 contains 13103 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65314 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22267 members 
Mstep: Class 11 contains 5598 members 
Mstep: Class 12 contains 29570 members 
Mstep: Class 13 contains 42473 members 
Mstep: Class 14 contains 27861 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152909 members 
Mstep: Class 20 contains 115568 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669592.000000 Penalty: 70917.242188
Iteration 120F: 22 clusters Score -9.266959e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321531 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65313 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22267 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 29579 members 
Mstep: Class 13 contains 42473 members 
Mstep: Class 14 contains 27869 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152891 members 
Mstep: Class 20 contains 115564 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669496.000000 Penalty: 70917.242188
Iteration 121Q: 22 clusters Score -9.26695e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321532 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65311 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22267 members 
Mstep: Class 11 contains 5595 members 
Mstep: Class 12 contains 29585 members 
Mstep: Class 13 contains 42473 members 
Mstep: Class 14 contains 27880 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152871 members 
Mstep: Class 20 contains 115569 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669600.000000 Penalty: 70917.242188
Iteration 122Q: 22 clusters Score -9.26696e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321532 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65310 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22268 members 
Mstep: Class 11 contains 5595 members 
Mstep: Class 12 contains 29591 members 
Mstep: Class 13 contains 42474 members 
Mstep: Class 14 contains 27890 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152851 members 
Mstep: Class 20 contains 115571 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669648.000000 Penalty: 70917.242188
Iteration 123Q: 22 clusters Score -9.266965e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321520 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65310 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22269 members 
Mstep: Class 11 contains 5593 members 
Mstep: Class 12 contains 29602 members 
Mstep: Class 13 contains 42475 members 
Mstep: Class 14 contains 27898 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152847 members 
Mstep: Class 20 contains 115569 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669632.000000 Penalty: 70917.242188
Iteration 124Q: 22 clusters Score -9.266963e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321516 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65310 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22269 members 
Mstep: Class 11 contains 5593 members 
Mstep: Class 12 contains 29611 members 
Mstep: Class 13 contains 42476 members 
Mstep: Class 14 contains 27902 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152835 members 
Mstep: Class 20 contains 115573 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669688.000000 Penalty: 70917.242188
Iteration 125Q: 22 clusters Score -9.266969e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321509 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65311 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22270 members 
Mstep: Class 11 contains 5593 members 
Mstep: Class 12 contains 29620 members 
Mstep: Class 13 contains 42475 members 
Mstep: Class 14 contains 27907 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152824 members 
Mstep: Class 20 contains 115577 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669656.000000 Penalty: 70917.242188
Iteration 126Q: 22 clusters Score -9.266966e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321506 members 
Mstep: Class 3 contains 13100 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65311 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22269 members 
Mstep: Class 11 contains 5594 members 
Mstep: Class 12 contains 29630 members 
Mstep: Class 13 contains 42475 members 
Mstep: Class 14 contains 27913 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152814 members 
Mstep: Class 20 contains 115574 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669608.000000 Penalty: 70917.242188
Iteration 127Q: 22 clusters Score -9.266961e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321508 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65310 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22271 members 
Mstep: Class 11 contains 5592 members 
Mstep: Class 12 contains 29635 members 
Mstep: Class 13 contains 42476 members 
Mstep: Class 14 contains 27920 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152797 members 
Mstep: Class 20 contains 115579 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669576.000000 Penalty: 70917.242188
Iteration 128Q: 22 clusters Score -9.266958e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321512 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65308 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22274 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29641 members 
Mstep: Class 13 contains 42476 members 
Mstep: Class 14 contains 27924 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152778 members 
Mstep: Class 20 contains 115584 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669592.000000 Penalty: 70917.242188
Iteration 129Q: 22 clusters Score -9.266959e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321520 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65307 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22277 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29641 members 
Mstep: Class 13 contains 42476 members 
Mstep: Class 14 contains 27929 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152764 members 
Mstep: Class 20 contains 115583 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669560.000000 Penalty: 70917.242188
Iteration 130Q: 22 clusters Score -9.266956e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321534 members 
Mstep: Class 3 contains 13100 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65306 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22277 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29640 members 
Mstep: Class 13 contains 42476 members 
Mstep: Class 14 contains 27931 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152748 members 
Mstep: Class 20 contains 115584 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669568.000000 Penalty: 70917.242188
Iteration 131Q: 22 clusters Score -9.266957e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321546 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65306 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22277 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29640 members 
Mstep: Class 13 contains 42476 members 
Mstep: Class 14 contains 27934 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152727 members 
Mstep: Class 20 contains 115589 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669560.000000 Penalty: 70917.242188
Iteration 132Q: 22 clusters Score -9.266956e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321559 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65307 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22279 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29641 members 
Mstep: Class 13 contains 42476 members 
Mstep: Class 14 contains 27938 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152705 members 
Mstep: Class 20 contains 115590 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669520.000000 Penalty: 70917.242188
Iteration 133Q: 22 clusters Score -9.266952e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321571 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65307 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22278 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29643 members 
Mstep: Class 13 contains 42476 members 
Mstep: Class 14 contains 27942 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152684 members 
Mstep: Class 20 contains 115595 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669544.000000 Penalty: 70917.242188
Iteration 134Q: 22 clusters Score -9.266954e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321587 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65307 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22281 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29645 members 
Mstep: Class 13 contains 42477 members 
Mstep: Class 14 contains 27947 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152656 members 
Mstep: Class 20 contains 115597 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669536.000000 Penalty: 70917.242188
Iteration 135Q: 22 clusters Score -9.266954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321602 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65306 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22285 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29644 members 
Mstep: Class 13 contains 42477 members 
Mstep: Class 14 contains 27950 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152635 members 
Mstep: Class 20 contains 115598 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669536.000000 Penalty: 70917.242188
Iteration 136Q: 22 clusters Score -9.266954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321615 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65306 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22288 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29645 members 
Mstep: Class 13 contains 42477 members 
Mstep: Class 14 contains 27950 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152617 members 
Mstep: Class 20 contains 115598 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669528.000000 Penalty: 70917.242188
Iteration 137Q: 22 clusters Score -9.266953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321624 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65306 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22290 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29646 members 
Mstep: Class 13 contains 42478 members 
Mstep: Class 14 contains 27950 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152603 members 
Mstep: Class 20 contains 115599 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669528.000000 Penalty: 70917.242188
Iteration 138Q: 22 clusters Score -9.266953e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321643 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65304 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22291 members 
Mstep: Class 11 contains 5592 members 
Mstep: Class 12 contains 29647 members 
Mstep: Class 13 contains 42478 members 
Mstep: Class 14 contains 27951 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152582 members 
Mstep: Class 20 contains 115600 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669472.000000 Penalty: 70917.242188
Iteration 139Q: 22 clusters Score -9.266947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321646 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65304 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22293 members 
Mstep: Class 11 contains 5592 members 
Mstep: Class 12 contains 29648 members 
Mstep: Class 13 contains 42478 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152572 members 
Mstep: Class 20 contains 115602 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669504.000000 Penalty: 70917.242188
Iteration 140F: 22 clusters Score -9.26695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321653 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22293 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29649 members 
Mstep: Class 13 contains 42478 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6677 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152563 members 
Mstep: Class 20 contains 115603 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669520.000000 Penalty: 70917.242188
Iteration 141Q: 22 clusters Score -9.266952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321659 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22292 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29649 members 
Mstep: Class 13 contains 42478 members 
Mstep: Class 14 contains 27955 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152555 members 
Mstep: Class 20 contains 115603 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669544.000000 Penalty: 70917.242188
Iteration 142Q: 22 clusters Score -9.266954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321662 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22290 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29650 members 
Mstep: Class 13 contains 42477 members 
Mstep: Class 14 contains 27957 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152548 members 
Mstep: Class 20 contains 115606 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669512.000000 Penalty: 70917.242188
Iteration 143Q: 22 clusters Score -9.266951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321663 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65304 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22290 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29651 members 
Mstep: Class 13 contains 42477 members 
Mstep: Class 14 contains 27958 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152542 members 
Mstep: Class 20 contains 115607 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669576.000000 Penalty: 70917.242188
Iteration 144Q: 22 clusters Score -9.266958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321667 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65305 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22290 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29654 members 
Mstep: Class 13 contains 42477 members 
Mstep: Class 14 contains 27959 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152535 members 
Mstep: Class 20 contains 115605 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669592.000000 Penalty: 70917.242188
Iteration 145Q: 22 clusters Score -9.266959e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321672 members 
Mstep: Class 3 contains 13104 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65304 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29654 members 
Mstep: Class 13 contains 42476 members 
Mstep: Class 14 contains 27960 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152531 members 
Mstep: Class 20 contains 115604 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669608.000000 Penalty: 70917.242188
Iteration 146Q: 22 clusters Score -9.266961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321676 members 
Mstep: Class 3 contains 13105 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65304 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29656 members 
Mstep: Class 13 contains 42477 members 
Mstep: Class 14 contains 27962 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152521 members 
Mstep: Class 20 contains 115604 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669608.000000 Penalty: 70917.242188
Iteration 147Q: 22 clusters Score -9.266961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321680 members 
Mstep: Class 3 contains 13105 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65304 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22288 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29656 members 
Mstep: Class 13 contains 42476 members 
Mstep: Class 14 contains 27965 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152516 members 
Mstep: Class 20 contains 115604 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669584.000000 Penalty: 70917.242188
Iteration 148Q: 22 clusters Score -9.266958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321688 members 
Mstep: Class 3 contains 13105 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65306 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22287 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29655 members 
Mstep: Class 13 contains 42477 members 
Mstep: Class 14 contains 27967 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152507 members 
Mstep: Class 20 contains 115602 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669568.000000 Penalty: 70917.242188
Iteration 149Q: 22 clusters Score -9.266957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321693 members 
Mstep: Class 3 contains 13106 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65306 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22287 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 29657 members 
Mstep: Class 13 contains 42478 members 
Mstep: Class 14 contains 27969 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152497 members 
Mstep: Class 20 contains 115601 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669592.000000 Penalty: 70917.242188
Iteration 150Q: 22 clusters Score -9.266959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321702 members 
Mstep: Class 3 contains 13106 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65306 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22288 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42478 members 
Mstep: Class 14 contains 27970 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152487 members 
Mstep: Class 20 contains 115599 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669600.000000 Penalty: 70917.242188
Iteration 151Q: 22 clusters Score -9.26696e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321718 members 
Mstep: Class 3 contains 13106 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65305 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42478 members 
Mstep: Class 14 contains 27970 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152473 members 
Mstep: Class 20 contains 115597 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669552.000000 Penalty: 70917.242188
Iteration 152Q: 22 clusters Score -9.266955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321727 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42478 members 
Mstep: Class 14 contains 27970 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152462 members 
Mstep: Class 20 contains 115601 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669560.000000 Penalty: 70917.242188
Iteration 153Q: 22 clusters Score -9.266956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321734 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42478 members 
Mstep: Class 14 contains 27970 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152454 members 
Mstep: Class 20 contains 115602 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669568.000000 Penalty: 70917.242188
Iteration 154Q: 22 clusters Score -9.266957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321743 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65300 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42478 members 
Mstep: Class 14 contains 27970 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152448 members 
Mstep: Class 20 contains 115601 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669568.000000 Penalty: 70917.242188
Iteration 155Q: 22 clusters Score -9.266957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321752 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65300 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42479 members 
Mstep: Class 14 contains 27970 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152439 members 
Mstep: Class 20 contains 115600 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669528.000000 Penalty: 70917.242188
Iteration 156Q: 22 clusters Score -9.266953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321757 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42479 members 
Mstep: Class 14 contains 27970 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152432 members 
Mstep: Class 20 contains 115601 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669568.000000 Penalty: 70917.242188
Iteration 157Q: 22 clusters Score -9.266957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321755 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22290 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42479 members 
Mstep: Class 14 contains 27970 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152430 members 
Mstep: Class 20 contains 115603 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669536.000000 Penalty: 70917.242188
Iteration 158Q: 22 clusters Score -9.266954e+07 nChanged 13
Entering ConstructFrom: 
Score: -92669536.000000 Penalty: 70917.242188
Entering ConstructFrom: 
Trying to split cluster 1 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -331291.375000 Penalty: 1990.003418
	Iteration 0F: 2 clusters Score -331291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -328039.812500 Penalty: 3980.006836
	Iteration 0F: 3 clusters Score -328039.8 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -328910.125000 Penalty: 3980.006836
	Iteration 1F: 3 clusters Score -328910.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -329413.375000 Penalty: 3980.006836
	Iteration 2F: 3 clusters Score -329413.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -330046.906250 Penalty: 3980.006836
	Iteration 3F: 3 clusters Score -330046.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -330595.656250 Penalty: 3980.006836
	Iteration 4F: 3 clusters Score -330595.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -330994.093750 Penalty: 3980.006836
	Iteration 5F: 3 clusters Score -330994.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -331221.531250 Penalty: 3980.006836
	Iteration 6F: 3 clusters Score -331221.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -331357.187500 Penalty: 3980.006836
	Iteration 7Q: 3 clusters Score -331357.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -331442.906250 Penalty: 3980.006836
	Iteration 8Q: 3 clusters Score -331442.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -331485.156250 Penalty: 3980.006836
	Iteration 9Q: 3 clusters Score -331485.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -331518.968750 Penalty: 3980.006836
	Iteration 10Q: 3 clusters Score -331519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -331539.187500 Penalty: 3980.006836
	Iteration 11Q: 3 clusters Score -331539.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -331547.031250 Penalty: 3980.006836
	Iteration 12Q: 3 clusters Score -331547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -331549.718750 Penalty: 3980.006836
	Iteration 13Q: 3 clusters Score -331549.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -331554.750000 Penalty: 3980.006836
	Iteration 14Q: 3 clusters Score -331554.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -331561.031250 Penalty: 3980.006836
	Iteration 15Q: 3 clusters Score -331561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -331561.937500 Penalty: 3980.006836
	Iteration 16Q: 3 clusters Score -331561.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -331562.468750 Penalty: 3980.006836
	Iteration 17Q: 3 clusters Score -331562.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -331562.968750 Penalty: 3980.006836
	Iteration 18Q: 3 clusters Score -331563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -331563.500000 Penalty: 3980.006836
	Iteration 19Q: 3 clusters Score -331563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -331563.812500 Penalty: 3980.006836
	Iteration 20F: 3 clusters Score -331563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 321755 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42480 members 
Mstep: Class 14 contains 27971 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152425 members 
Mstep: Class 20 contains 115607 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 341 members 
Entering Unmasked Estep 
Score: -92668656.000000 Penalty: 74294.250000
Splitting cluster 1 changes total score from -92669536.000000 to -92668656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (321755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321755 members 
Entering Unmasked Estep 
Score: -36851760.000000 Penalty: 3145.023193
	Iteration 0F: 2 clusters Score -3.685176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161454 members 
Mstep: Class 2 contains 160301 members 
Entering Unmasked Estep 
Score: -36662868.000000 Penalty: 6290.046387
	Iteration 0F: 3 clusters Score -3.666287e+07 nChanged 156083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173017 members 
Mstep: Class 2 contains 148738 members 
Entering Unmasked Estep 
Score: -36754780.000000 Penalty: 6290.046387
	Iteration 1F: 3 clusters Score -3.675478e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180605 members 
Mstep: Class 2 contains 141150 members 
Entering Unmasked Estep 
Score: -36757308.000000 Penalty: 6290.046387
	Iteration 2Q: 3 clusters Score -3.675731e+07 nChanged 12383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192352 members 
Mstep: Class 2 contains 129403 members 
Entering Unmasked Estep 
Score: -36761960.000000 Penalty: 6290.046387
	Iteration 3Q: 3 clusters Score -3.676196e+07 nChanged 17803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209967 members 
Mstep: Class 2 contains 111788 members 
Entering Unmasked Estep 
Score: -36771516.000000 Penalty: 6290.046387
	Iteration 4F: 3 clusters Score -3.677152e+07 nChanged 25434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235363 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -36789376.000000 Penalty: 6290.046387
	Iteration 5F: 3 clusters Score -3.678938e+07 nChanged 31885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267246 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -36818128.000000 Penalty: 6290.046387
	Iteration 6F: 3 clusters Score -3.681813e+07 nChanged 29759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297005 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -36845628.000000 Penalty: 6290.046387
	Iteration 7F: 3 clusters Score -3.684563e+07 nChanged 17373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314378 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -36850936.000000 Penalty: 6290.046387
	Iteration 8F: 3 clusters Score -3.685094e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320252 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -36849324.000000 Penalty: 6290.046387
	Iteration 9Q: 3 clusters Score -3.684932e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321366 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -36848904.000000 Penalty: 6290.046387
	Iteration 10Q: 3 clusters Score -3.68489e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321530 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36849028.000000 Penalty: 6290.046387
	Iteration 11Q: 3 clusters Score -3.684903e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321551 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36849056.000000 Penalty: 6290.046387
	Iteration 12Q: 3 clusters Score -3.684906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321556 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36849088.000000 Penalty: 6290.046387
	Iteration 13Q: 3 clusters Score -3.684909e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321562 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36849100.000000 Penalty: 6290.046387
	Iteration 14Q: 3 clusters Score -3.68491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321563 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36849100.000000 Penalty: 6290.046387
	Iteration 15Q: 3 clusters Score -3.68491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321565 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36849144.000000 Penalty: 6290.046387
	Iteration 16Q: 3 clusters Score -3.684914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321564 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36849152.000000 Penalty: 6290.046387
	Iteration 17Q: 3 clusters Score -3.684915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321564 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36849156.000000 Penalty: 6290.046387
	Iteration 18Q: 3 clusters Score -3.684916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321564 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36849156.000000 Penalty: 6290.046387
	Iteration 19F: 3 clusters Score -3.684916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Entering Unmasked Estep 
Score: -1416084.125000 Penalty: 2351.282471
	Iteration 0F: 2 clusters Score -1416084 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 6543 members 
Entering Unmasked Estep 
Score: -1406377.625000 Penalty: 4702.564941
	Iteration 0F: 3 clusters Score -1406378 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1409458.125000 Penalty: 4702.564941
	Iteration 1F: 3 clusters Score -1409458 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1409776.250000 Penalty: 4702.564941
	Iteration 2F: 3 clusters Score -1409776 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1409996.625000 Penalty: 4702.564941
	Iteration 3Q: 3 clusters Score -1409997 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1410155.375000 Penalty: 4702.564941
	Iteration 4Q: 3 clusters Score -1410155 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1410296.875000 Penalty: 4702.564941
	Iteration 5Q: 3 clusters Score -1410297 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1410441.625000 Penalty: 4702.564941
	Iteration 6Q: 3 clusters Score -1410442 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1410567.250000 Penalty: 4702.564941
	Iteration 7Q: 3 clusters Score -1410567 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1410678.875000 Penalty: 4702.564941
	Iteration 8Q: 3 clusters Score -1410679 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1410781.500000 Penalty: 4702.564941
	Iteration 9Q: 3 clusters Score -1410782 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1410896.250000 Penalty: 4702.564941
	Iteration 10Q: 3 clusters Score -1410896 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1411006.875000 Penalty: 4702.564941
	Iteration 11Q: 3 clusters Score -1411007 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1411136.750000 Penalty: 4702.564941
	Iteration 12Q: 3 clusters Score -1411137 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1411313.250000 Penalty: 4702.564941
	Iteration 13Q: 3 clusters Score -1411313 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1411526.625000 Penalty: 4702.564941
	Iteration 14Q: 3 clusters Score -1411527 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1411772.875000 Penalty: 4702.564941
	Iteration 15Q: 3 clusters Score -1411773 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1412076.000000 Penalty: 4702.564941
	Iteration 16Q: 3 clusters Score -1412076 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1412423.500000 Penalty: 4702.564941
	Iteration 17Q: 3 clusters Score -1412424 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1412831.125000 Penalty: 4702.564941
	Iteration 18Q: 3 clusters Score -1412831 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1413217.500000 Penalty: 4702.564941
	Iteration 19Q: 3 clusters Score -1413218 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1413521.250000 Penalty: 4702.564941
	Iteration 20F: 3 clusters Score -1413521 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1413737.125000 Penalty: 4702.564941
	Iteration 21Q: 3 clusters Score -1413737 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1413856.500000 Penalty: 4702.564941
	Iteration 22Q: 3 clusters Score -1413856 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1413928.375000 Penalty: 4702.564941
	Iteration 23Q: 3 clusters Score -1413928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1413984.125000 Penalty: 4702.564941
	Iteration 24Q: 3 clusters Score -1413984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1414024.250000 Penalty: 4702.564941
	Iteration 25Q: 3 clusters Score -1414024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1414054.750000 Penalty: 4702.564941
	Iteration 26Q: 3 clusters Score -1414055 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1414083.125000 Penalty: 4702.564941
	Iteration 27Q: 3 clusters Score -1414083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1414107.625000 Penalty: 4702.564941
	Iteration 28Q: 3 clusters Score -1414108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1414133.000000 Penalty: 4702.564941
	Iteration 29Q: 3 clusters Score -1414133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1414161.500000 Penalty: 4702.564941
	Iteration 30Q: 3 clusters Score -1414162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1414171.000000 Penalty: 4702.564941
	Iteration 31Q: 3 clusters Score -1414171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1414179.500000 Penalty: 4702.564941
	Iteration 32Q: 3 clusters Score -1414180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1414185.875000 Penalty: 4702.564941
	Iteration 33Q: 3 clusters Score -1414186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1414187.375000 Penalty: 4702.564941
	Iteration 34Q: 3 clusters Score -1414187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1414191.625000 Penalty: 4702.564941
	Iteration 35Q: 3 clusters Score -1414192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1414197.750000 Penalty: 4702.564941
	Iteration 36Q: 3 clusters Score -1414198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1414199.375000 Penalty: 4702.564941
	Iteration 37Q: 3 clusters Score -1414199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1414203.875000 Penalty: 4702.564941
	Iteration 38Q: 3 clusters Score -1414204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1414206.625000 Penalty: 4702.564941
	Iteration 39Q: 3 clusters Score -1414207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1414207.625000 Penalty: 4702.564941
	Iteration 40F: 3 clusters Score -1414208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1414205.750000 Penalty: 4702.564941
	Iteration 41Q: 3 clusters Score -1414206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1414210.250000 Penalty: 4702.564941
	Iteration 42Q: 3 clusters Score -1414210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1414212.500000 Penalty: 4702.564941
	Iteration 43Q: 3 clusters Score -1414212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1414217.875000 Penalty: 4702.564941
	Iteration 44Q: 3 clusters Score -1414218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1414221.375000 Penalty: 4702.564941
	Iteration 45Q: 3 clusters Score -1414221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1414224.625000 Penalty: 4702.564941
	Iteration 46Q: 3 clusters Score -1414225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1414226.625000 Penalty: 4702.564941
	Iteration 47Q: 3 clusters Score -1414227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1414226.375000 Penalty: 4702.564941
	Iteration 48Q: 3 clusters Score -1414226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1414226.125000 Penalty: 4702.564941
	Iteration 49Q: 3 clusters Score -1414226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1414228.125000 Penalty: 4702.564941
	Iteration 50Q: 3 clusters Score -1414228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1414230.375000 Penalty: 4702.564941
	Iteration 51Q: 3 clusters Score -1414230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1414232.875000 Penalty: 4702.564941
	Iteration 52Q: 3 clusters Score -1414233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1414235.500000 Penalty: 4702.564941
	Iteration 53Q: 3 clusters Score -1414236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1414234.125000 Penalty: 4702.564941
	Iteration 54Q: 3 clusters Score -1414234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1414234.125000 Penalty: 4702.564941
	Iteration 55Q: 3 clusters Score -1414234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1414234.625000 Penalty: 4702.564941
	Iteration 56Q: 3 clusters Score -1414235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1414237.750000 Penalty: 4702.564941
	Iteration 57Q: 3 clusters Score -1414238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1414239.750000 Penalty: 4702.564941
	Iteration 58Q: 3 clusters Score -1414240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1414239.625000 Penalty: 4702.564941
	Iteration 59Q: 3 clusters Score -1414240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1414240.375000 Penalty: 4702.564941
	Iteration 60F: 3 clusters Score -1414240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1414245.000000 Penalty: 4702.564941
	Iteration 61Q: 3 clusters Score -1414245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1414247.250000 Penalty: 4702.564941
	Iteration 62Q: 3 clusters Score -1414247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1414247.750000 Penalty: 4702.564941
	Iteration 63Q: 3 clusters Score -1414248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1414247.625000 Penalty: 4702.564941
	Iteration 64Q: 3 clusters Score -1414248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1414248.250000 Penalty: 4702.564941
	Iteration 65Q: 3 clusters Score -1414248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1414250.500000 Penalty: 4702.564941
	Iteration 66Q: 3 clusters Score -1414250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1414248.750000 Penalty: 4702.564941
	Iteration 67Q: 3 clusters Score -1414249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1414255.625000 Penalty: 4702.564941
	Iteration 68Q: 3 clusters Score -1414256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1414255.750000 Penalty: 4702.564941
	Iteration 69Q: 3 clusters Score -1414256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1414260.875000 Penalty: 4702.564941
	Iteration 70Q: 3 clusters Score -1414261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1414260.000000 Penalty: 4702.564941
	Iteration 71Q: 3 clusters Score -1414260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1414260.125000 Penalty: 4702.564941
	Iteration 72Q: 3 clusters Score -1414260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1414261.000000 Penalty: 4702.564941
	Iteration 73Q: 3 clusters Score -1414261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1414265.625000 Penalty: 4702.564941
	Iteration 74Q: 3 clusters Score -1414266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1414266.125000 Penalty: 4702.564941
	Iteration 75Q: 3 clusters Score -1414266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1414266.125000 Penalty: 4702.564941
	Iteration 76F: 3 clusters Score -1414266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -63464.187500 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -63464.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61862.785156 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -61862.79 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62071.320312 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -62071.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62121.039062 Penalty: 3176.993408
	Iteration 2Q: 3 clusters Score -62121.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62143.441406 Penalty: 3176.993408
	Iteration 3Q: 3 clusters Score -62143.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62156.726562 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -62156.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62166.808594 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -62166.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62171.574219 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -62171.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62178.812500 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -62178.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62180.457031 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -62180.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62180.457031 Penalty: 3176.993408
	Iteration 9F: 3 clusters Score -62180.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -78637.382812 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -78637.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76883.773438 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -76883.77 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77270.617188 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -77270.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -77689.718750 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -77689.72 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78152.062500 Penalty: 3293.378418
	Iteration 3F: 3 clusters Score -78152.06 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78334.273438 Penalty: 3293.378418
	Iteration 4F: 3 clusters Score -78334.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78434.101562 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -78434.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -78566.765625 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -78566.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -78688.781250 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -78688.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -78752.421875 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -78752.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -78813.859375 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -78813.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -78867.710938 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -78867.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -78939.328125 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -78939.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -78980.257812 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -78980.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -79016.648438 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -79016.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -79058.656250 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -79058.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -79129.765625 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -79129.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -79248.328125 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -79248.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -79267.164062 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -79267.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79271.804688 Penalty: 3293.378418
	Iteration 18Q: 3 clusters Score -79271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -79275.687500 Penalty: 3293.378418
	Iteration 19Q: 3 clusters Score -79275.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -79279.750000 Penalty: 3293.378418
	Iteration 20F: 3 clusters Score -79279.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -79295.734375 Penalty: 3293.378418
	Iteration 21Q: 3 clusters Score -79295.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79310.546875 Penalty: 3293.378418
	Iteration 22Q: 3 clusters Score -79310.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79319.945312 Penalty: 3293.378418
	Iteration 23Q: 3 clusters Score -79319.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79319.945312 Penalty: 3293.378418
	Iteration 24F: 3 clusters Score -79319.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321755 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 264 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42480 members 
Mstep: Class 14 contains 27971 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152425 members 
Mstep: Class 20 contains 115607 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 501 members 
Entering Unmasked Estep 
Score: -92668568.000000 Penalty: 74294.250000
Splitting cluster 5 changes total score from -92669536.000000 to -92668568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -65581.679688 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -65581.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63967.933594 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -63967.93 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64171.765625 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -64171.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64223.976562 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -64223.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64248.121094 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -64248.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64264.074219 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -64264.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64279.562500 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -64279.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64290.406250 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -64290.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64297.839844 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -64297.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64300.148438 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -64300.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64305.046875 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -64305.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64308.718750 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -64308.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64313.726562 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -64313.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64314.421875 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -64314.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64316.253906 Penalty: 3169.559326
	Iteration 13Q: 3 clusters Score -64316.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64318.847656 Penalty: 3169.559326
	Iteration 14Q: 3 clusters Score -64318.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64320.226562 Penalty: 3169.559326
	Iteration 15Q: 3 clusters Score -64320.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64320.226562 Penalty: 3169.559326
	Iteration 16F: 3 clusters Score -64320.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Entering Unmasked Estep 
Score: -7573401.000000 Penalty: 2749.517090
	Iteration 0F: 2 clusters Score -7573401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -7529601.000000 Penalty: 5499.034180
	Iteration 0F: 3 clusters Score -7529601 nChanged 30418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -7546560.500000 Penalty: 5499.034180
	Iteration 1F: 3 clusters Score -7546560 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -7547055.000000 Penalty: 5499.034180
	Iteration 2Q: 3 clusters Score -7547055 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -7547469.000000 Penalty: 5499.034180
	Iteration 3Q: 3 clusters Score -7547469 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -7547902.500000 Penalty: 5499.034180
	Iteration 4Q: 3 clusters Score -7547902 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -7548386.000000 Penalty: 5499.034180
	Iteration 5Q: 3 clusters Score -7548386 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -7549010.500000 Penalty: 5499.034180
	Iteration 6Q: 3 clusters Score -7549010 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -7550023.000000 Penalty: 5499.034180
	Iteration 7Q: 3 clusters Score -7550023 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -7551595.500000 Penalty: 5499.034180
	Iteration 8Q: 3 clusters Score -7551596 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -7554437.000000 Penalty: 5499.034180
	Iteration 9F: 3 clusters Score -7554437 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -7558872.000000 Penalty: 5499.034180
	Iteration 10F: 3 clusters Score -7558872 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 58318 members 
Entering Unmasked Estep 
Score: -7564164.000000 Penalty: 5499.034180
	Iteration 11F: 3 clusters Score -7564164 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -7568162.000000 Penalty: 5499.034180
	Iteration 12F: 3 clusters Score -7568162 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -7569921.500000 Penalty: 5499.034180
	Iteration 13Q: 3 clusters Score -7569922 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -7570536.500000 Penalty: 5499.034180
	Iteration 14Q: 3 clusters Score -7570536 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -7570732.500000 Penalty: 5499.034180
	Iteration 15Q: 3 clusters Score -7570732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -7570833.000000 Penalty: 5499.034180
	Iteration 16Q: 3 clusters Score -7570833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -7570880.000000 Penalty: 5499.034180
	Iteration 17Q: 3 clusters Score -7570880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -7570894.500000 Penalty: 5499.034180
	Iteration 18Q: 3 clusters Score -7570894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -7570909.500000 Penalty: 5499.034180
	Iteration 19Q: 3 clusters Score -7570910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -7570916.500000 Penalty: 5499.034180
	Iteration 20F: 3 clusters Score -7570916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -7570930.500000 Penalty: 5499.034180
	Iteration 21Q: 3 clusters Score -7570930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -7570945.500000 Penalty: 5499.034180
	Iteration 22Q: 3 clusters Score -7570946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -7570949.000000 Penalty: 5499.034180
	Iteration 23Q: 3 clusters Score -7570949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -7570949.000000 Penalty: 5499.034180
	Iteration 24F: 3 clusters Score -7570949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -285286.750000 Penalty: 1937.268921
	Iteration 0F: 2 clusters Score -285286.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -282333.593750 Penalty: 3874.537842
	Iteration 0F: 3 clusters Score -282333.6 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -282862.250000 Penalty: 3874.537842
	Iteration 1F: 3 clusters Score -282862.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -283023.687500 Penalty: 3874.537842
	Iteration 2F: 3 clusters Score -283023.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -283109.187500 Penalty: 3874.537842
	Iteration 3Q: 3 clusters Score -283109.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283160.843750 Penalty: 3874.537842
	Iteration 4Q: 3 clusters Score -283160.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -283195.906250 Penalty: 3874.537842
	Iteration 5Q: 3 clusters Score -283195.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -283225.718750 Penalty: 3874.537842
	Iteration 6Q: 3 clusters Score -283225.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -283245.125000 Penalty: 3874.537842
	Iteration 7Q: 3 clusters Score -283245.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -283262.062500 Penalty: 3874.537842
	Iteration 8Q: 3 clusters Score -283262.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -283274.031250 Penalty: 3874.537842
	Iteration 9Q: 3 clusters Score -283274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -283287.750000 Penalty: 3874.537842
	Iteration 10Q: 3 clusters Score -283287.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -283297.406250 Penalty: 3874.537842
	Iteration 11Q: 3 clusters Score -283297.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -283301.781250 Penalty: 3874.537842
	Iteration 12Q: 3 clusters Score -283301.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -283304.156250 Penalty: 3874.537842
	Iteration 13Q: 3 clusters Score -283304.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -283305.656250 Penalty: 3874.537842
	Iteration 14Q: 3 clusters Score -283305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -283307.125000 Penalty: 3874.537842
	Iteration 15Q: 3 clusters Score -283307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -283307.406250 Penalty: 3874.537842
	Iteration 16Q: 3 clusters Score -283307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -283307.406250 Penalty: 3874.537842
	Iteration 17F: 3 clusters Score -283307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -110254.414062 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -110254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -108252.984375 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -108253 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -109024.359375 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -109024.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -109887.070312 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -109887.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110501.140625 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -110501.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -110751.101562 Penalty: 3480.238281
	Iteration 4F: 3 clusters Score -110751.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110876.429688 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -110876.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111068.390625 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -111068.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111156.492188 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -111156.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111207.085938 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -111207.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -111240.781250 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -111240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111246.523438 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -111246.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111252.132812 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -111252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111258.218750 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -111258.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -111263.132812 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -111263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -111263.132812 Penalty: 3480.238281
	Iteration 14F: 3 clusters Score -111263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321755 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42480 members 
Mstep: Class 14 contains 27971 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152425 members 
Mstep: Class 20 contains 115607 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 475 members 
Entering Unmasked Estep 
Score: -92668968.000000 Penalty: 74294.250000
Splitting cluster 9 changes total score from -92669536.000000 to -92668968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (22289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Entering Unmasked Estep 
Score: -2614349.500000 Penalty: 2482.938477
	Iteration 0F: 2 clusters Score -2614350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2598854.250000 Penalty: 4965.876953
	Iteration 0F: 3 clusters Score -2598854 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2604307.750000 Penalty: 4965.876953
	Iteration 1F: 3 clusters Score -2604308 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2604944.500000 Penalty: 4965.876953
	Iteration 2F: 3 clusters Score -2604944 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2605684.000000 Penalty: 4965.876953
	Iteration 3F: 3 clusters Score -2605684 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2606638.000000 Penalty: 4965.876953
	Iteration 4F: 3 clusters Score -2606638 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2607814.250000 Penalty: 4965.876953
	Iteration 5F: 3 clusters Score -2607814 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2609256.000000 Penalty: 4965.876953
	Iteration 6F: 3 clusters Score -2609256 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2610828.250000 Penalty: 4965.876953
	Iteration 7F: 3 clusters Score -2610828 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2612073.000000 Penalty: 4965.876953
	Iteration 8F: 3 clusters Score -2612073 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2612768.750000 Penalty: 4965.876953
	Iteration 9Q: 3 clusters Score -2612769 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2613051.000000 Penalty: 4965.876953
	Iteration 10Q: 3 clusters Score -2613051 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2613168.500000 Penalty: 4965.876953
	Iteration 11Q: 3 clusters Score -2613168 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2613225.750000 Penalty: 4965.876953
	Iteration 12Q: 3 clusters Score -2613226 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2613258.000000 Penalty: 4965.876953
	Iteration 13Q: 3 clusters Score -2613258 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2613284.750000 Penalty: 4965.876953
	Iteration 14Q: 3 clusters Score -2613285 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2613287.500000 Penalty: 4965.876953
	Iteration 15Q: 3 clusters Score -2613288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2613298.000000 Penalty: 4965.876953
	Iteration 16Q: 3 clusters Score -2613298 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2613301.000000 Penalty: 4965.876953
	Iteration 17Q: 3 clusters Score -2613301 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2613319.500000 Penalty: 4965.876953
	Iteration 18Q: 3 clusters Score -2613320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2613319.000000 Penalty: 4965.876953
	Iteration 19Q: 3 clusters Score -2613319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2613317.000000 Penalty: 4965.876953
	Iteration 20F: 3 clusters Score -2613317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2613324.000000 Penalty: 4965.876953
	Iteration 21Q: 3 clusters Score -2613324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2613326.000000 Penalty: 4965.876953
	Iteration 22Q: 3 clusters Score -2613326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2613325.750000 Penalty: 4965.876953
	Iteration 23Q: 3 clusters Score -2613326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2613330.500000 Penalty: 4965.876953
	Iteration 24Q: 3 clusters Score -2613330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2613330.000000 Penalty: 4965.876953
	Iteration 25Q: 3 clusters Score -2613330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2613331.500000 Penalty: 4965.876953
	Iteration 26Q: 3 clusters Score -2613332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2613332.000000 Penalty: 4965.876953
	Iteration 27Q: 3 clusters Score -2613332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2613342.000000 Penalty: 4965.876953
	Iteration 28Q: 3 clusters Score -2613342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2613340.000000 Penalty: 4965.876953
	Iteration 29Q: 3 clusters Score -2613340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2613337.500000 Penalty: 4965.876953
	Iteration 30Q: 3 clusters Score -2613338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2613333.500000 Penalty: 4965.876953
	Iteration 31Q: 3 clusters Score -2613334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2613335.250000 Penalty: 4965.876953
	Iteration 32Q: 3 clusters Score -2613335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2613336.000000 Penalty: 4965.876953
	Iteration 33Q: 3 clusters Score -2613336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2613334.000000 Penalty: 4965.876953
	Iteration 34Q: 3 clusters Score -2613334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2613335.750000 Penalty: 4965.876953
	Iteration 35Q: 3 clusters Score -2613336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2613331.750000 Penalty: 4965.876953
	Iteration 36Q: 3 clusters Score -2613332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2613333.250000 Penalty: 4965.876953
	Iteration 37Q: 3 clusters Score -2613333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2613331.750000 Penalty: 4965.876953
	Iteration 38Q: 3 clusters Score -2613332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2613331.750000 Penalty: 4965.876953
	Iteration 39F: 3 clusters Score -2613332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Entering Unmasked Estep 
Score: -635596.937500 Penalty: 2139.881836
	Iteration 0F: 2 clusters Score -635596.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -630705.937500 Penalty: 4279.763672
	Iteration 0F: 3 clusters Score -630705.9 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -631916.375000 Penalty: 4279.763672
	Iteration 1F: 3 clusters Score -631916.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -632131.437500 Penalty: 4279.763672
	Iteration 2F: 3 clusters Score -632131.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -632247.250000 Penalty: 4279.763672
	Iteration 3Q: 3 clusters Score -632247.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -632323.687500 Penalty: 4279.763672
	Iteration 4Q: 3 clusters Score -632323.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -632377.250000 Penalty: 4279.763672
	Iteration 5Q: 3 clusters Score -632377.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -632419.562500 Penalty: 4279.763672
	Iteration 6Q: 3 clusters Score -632419.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -632460.312500 Penalty: 4279.763672
	Iteration 7Q: 3 clusters Score -632460.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -632497.812500 Penalty: 4279.763672
	Iteration 8Q: 3 clusters Score -632497.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -632531.750000 Penalty: 4279.763672
	Iteration 9Q: 3 clusters Score -632531.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -632562.750000 Penalty: 4279.763672
	Iteration 10Q: 3 clusters Score -632562.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -632590.562500 Penalty: 4279.763672
	Iteration 11Q: 3 clusters Score -632590.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -632612.687500 Penalty: 4279.763672
	Iteration 12Q: 3 clusters Score -632612.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -632631.250000 Penalty: 4279.763672
	Iteration 13Q: 3 clusters Score -632631.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -632649.187500 Penalty: 4279.763672
	Iteration 14Q: 3 clusters Score -632649.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -632659.875000 Penalty: 4279.763672
	Iteration 15Q: 3 clusters Score -632659.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -632674.250000 Penalty: 4279.763672
	Iteration 16Q: 3 clusters Score -632674.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -632691.250000 Penalty: 4279.763672
	Iteration 17Q: 3 clusters Score -632691.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -632707.500000 Penalty: 4279.763672
	Iteration 18Q: 3 clusters Score -632707.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -632721.187500 Penalty: 4279.763672
	Iteration 19Q: 3 clusters Score -632721.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -632740.625000 Penalty: 4279.763672
	Iteration 20F: 3 clusters Score -632740.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -632761.687500 Penalty: 4279.763672
	Iteration 21Q: 3 clusters Score -632761.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -632788.687500 Penalty: 4279.763672
	Iteration 22Q: 3 clusters Score -632788.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -632808.375000 Penalty: 4279.763672
	Iteration 23Q: 3 clusters Score -632808.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -632838.000000 Penalty: 4279.763672
	Iteration 24Q: 3 clusters Score -632838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -632867.750000 Penalty: 4279.763672
	Iteration 25Q: 3 clusters Score -632867.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -632899.750000 Penalty: 4279.763672
	Iteration 26Q: 3 clusters Score -632899.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -632936.562500 Penalty: 4279.763672
	Iteration 27Q: 3 clusters Score -632936.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -632978.562500 Penalty: 4279.763672
	Iteration 28Q: 3 clusters Score -632978.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -633014.562500 Penalty: 4279.763672
	Iteration 29Q: 3 clusters Score -633014.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -633051.812500 Penalty: 4279.763672
	Iteration 30Q: 3 clusters Score -633051.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -633100.437500 Penalty: 4279.763672
	Iteration 31Q: 3 clusters Score -633100.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -633157.937500 Penalty: 4279.763672
	Iteration 32Q: 3 clusters Score -633157.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -633219.937500 Penalty: 4279.763672
	Iteration 33Q: 3 clusters Score -633219.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -633278.812500 Penalty: 4279.763672
	Iteration 34Q: 3 clusters Score -633278.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -633321.187500 Penalty: 4279.763672
	Iteration 35Q: 3 clusters Score -633321.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -633353.312500 Penalty: 4279.763672
	Iteration 36Q: 3 clusters Score -633353.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -633389.500000 Penalty: 4279.763672
	Iteration 37Q: 3 clusters Score -633389.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -633424.937500 Penalty: 4279.763672
	Iteration 38Q: 3 clusters Score -633424.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -633460.250000 Penalty: 4279.763672
	Iteration 39Q: 3 clusters Score -633460.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -633488.437500 Penalty: 4279.763672
	Iteration 40F: 3 clusters Score -633488.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -633515.750000 Penalty: 4279.763672
	Iteration 41Q: 3 clusters Score -633515.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -633538.500000 Penalty: 4279.763672
	Iteration 42Q: 3 clusters Score -633538.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -633555.187500 Penalty: 4279.763672
	Iteration 43Q: 3 clusters Score -633555.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -633574.312500 Penalty: 4279.763672
	Iteration 44Q: 3 clusters Score -633574.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -633597.062500 Penalty: 4279.763672
	Iteration 45Q: 3 clusters Score -633597.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -633621.000000 Penalty: 4279.763672
	Iteration 46Q: 3 clusters Score -633621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -633637.125000 Penalty: 4279.763672
	Iteration 47Q: 3 clusters Score -633637.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -633646.375000 Penalty: 4279.763672
	Iteration 48Q: 3 clusters Score -633646.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -633652.000000 Penalty: 4279.763672
	Iteration 49Q: 3 clusters Score -633652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -633657.375000 Penalty: 4279.763672
	Iteration 50Q: 3 clusters Score -633657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -633661.812500 Penalty: 4279.763672
	Iteration 51Q: 3 clusters Score -633661.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -633666.000000 Penalty: 4279.763672
	Iteration 52Q: 3 clusters Score -633666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -633669.250000 Penalty: 4279.763672
	Iteration 53Q: 3 clusters Score -633669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -633669.250000 Penalty: 4279.763672
	Iteration 54F: 3 clusters Score -633669.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Entering Unmasked Estep 
Score: -3484982.250000 Penalty: 2553.785156
	Iteration 0F: 2 clusters Score -3484982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3464625.750000 Penalty: 5107.570312
	Iteration 0F: 3 clusters Score -3464626 nChanged 13349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3471822.250000 Penalty: 5107.570312
	Iteration 1F: 3 clusters Score -3471822 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3472248.500000 Penalty: 5107.570312
	Iteration 2Q: 3 clusters Score -3472248 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3472635.750000 Penalty: 5107.570312
	Iteration 3Q: 3 clusters Score -3472636 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3472966.750000 Penalty: 5107.570312
	Iteration 4Q: 3 clusters Score -3472967 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3473300.000000 Penalty: 5107.570312
	Iteration 5Q: 3 clusters Score -3473300 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3473688.000000 Penalty: 5107.570312
	Iteration 6Q: 3 clusters Score -3473688 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3474181.750000 Penalty: 5107.570312
	Iteration 7Q: 3 clusters Score -3474182 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3474868.250000 Penalty: 5107.570312
	Iteration 8Q: 3 clusters Score -3474868 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3475747.250000 Penalty: 5107.570312
	Iteration 9F: 3 clusters Score -3475747 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3476868.750000 Penalty: 5107.570312
	Iteration 10F: 3 clusters Score -3476869 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3478076.500000 Penalty: 5107.570312
	Iteration 11F: 3 clusters Score -3478076 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3479085.250000 Penalty: 5107.570312
	Iteration 12F: 3 clusters Score -3479085 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -3479783.250000 Penalty: 5107.570312
	Iteration 13Q: 3 clusters Score -3479783 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3480197.750000 Penalty: 5107.570312
	Iteration 14Q: 3 clusters Score -3480198 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -3480484.000000 Penalty: 5107.570312
	Iteration 15Q: 3 clusters Score -3480484 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -3480653.500000 Penalty: 5107.570312
	Iteration 16Q: 3 clusters Score -3480654 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3480815.500000 Penalty: 5107.570312
	Iteration 17Q: 3 clusters Score -3480816 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3480965.750000 Penalty: 5107.570312
	Iteration 18Q: 3 clusters Score -3480966 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3481105.000000 Penalty: 5107.570312
	Iteration 19Q: 3 clusters Score -3481105 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -3481199.000000 Penalty: 5107.570312
	Iteration 20F: 3 clusters Score -3481199 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3481329.250000 Penalty: 5107.570312
	Iteration 21Q: 3 clusters Score -3481329 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3481449.750000 Penalty: 5107.570312
	Iteration 22Q: 3 clusters Score -3481450 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3481554.500000 Penalty: 5107.570312
	Iteration 23Q: 3 clusters Score -3481554 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3481641.250000 Penalty: 5107.570312
	Iteration 24Q: 3 clusters Score -3481641 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -3481725.000000 Penalty: 5107.570312
	Iteration 25Q: 3 clusters Score -3481725 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3481806.750000 Penalty: 5107.570312
	Iteration 26Q: 3 clusters Score -3481807 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3481892.500000 Penalty: 5107.570312
	Iteration 27Q: 3 clusters Score -3481892 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3481951.750000 Penalty: 5107.570312
	Iteration 28Q: 3 clusters Score -3481952 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3482017.750000 Penalty: 5107.570312
	Iteration 29Q: 3 clusters Score -3482018 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3482083.500000 Penalty: 5107.570312
	Iteration 30Q: 3 clusters Score -3482084 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3482139.250000 Penalty: 5107.570312
	Iteration 31Q: 3 clusters Score -3482139 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3482193.750000 Penalty: 5107.570312
	Iteration 32Q: 3 clusters Score -3482194 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3482259.000000 Penalty: 5107.570312
	Iteration 33Q: 3 clusters Score -3482259 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3482323.500000 Penalty: 5107.570312
	Iteration 34Q: 3 clusters Score -3482324 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3482388.500000 Penalty: 5107.570312
	Iteration 35Q: 3 clusters Score -3482388 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3482434.250000 Penalty: 5107.570312
	Iteration 36Q: 3 clusters Score -3482434 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3482484.000000 Penalty: 5107.570312
	Iteration 37Q: 3 clusters Score -3482484 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3482522.250000 Penalty: 5107.570312
	Iteration 38Q: 3 clusters Score -3482522 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3482556.000000 Penalty: 5107.570312
	Iteration 39Q: 3 clusters Score -3482556 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3482605.750000 Penalty: 5107.570312
	Iteration 40F: 3 clusters Score -3482606 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3482672.750000 Penalty: 5107.570312
	Iteration 41Q: 3 clusters Score -3482673 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3482718.250000 Penalty: 5107.570312
	Iteration 42Q: 3 clusters Score -3482718 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3482752.750000 Penalty: 5107.570312
	Iteration 43Q: 3 clusters Score -3482753 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3482783.000000 Penalty: 5107.570312
	Iteration 44Q: 3 clusters Score -3482783 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3482815.750000 Penalty: 5107.570312
	Iteration 45Q: 3 clusters Score -3482816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3482835.500000 Penalty: 5107.570312
	Iteration 46Q: 3 clusters Score -3482836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3482858.250000 Penalty: 5107.570312
	Iteration 47Q: 3 clusters Score -3482858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3482870.000000 Penalty: 5107.570312
	Iteration 48Q: 3 clusters Score -3482870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3482885.250000 Penalty: 5107.570312
	Iteration 49Q: 3 clusters Score -3482885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3482904.500000 Penalty: 5107.570312
	Iteration 50Q: 3 clusters Score -3482904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3482933.500000 Penalty: 5107.570312
	Iteration 51Q: 3 clusters Score -3482934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3482940.500000 Penalty: 5107.570312
	Iteration 52Q: 3 clusters Score -3482940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3482962.250000 Penalty: 5107.570312
	Iteration 53Q: 3 clusters Score -3482962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3482970.000000 Penalty: 5107.570312
	Iteration 54Q: 3 clusters Score -3482970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3482974.000000 Penalty: 5107.570312
	Iteration 55Q: 3 clusters Score -3482974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3482985.000000 Penalty: 5107.570312
	Iteration 56Q: 3 clusters Score -3482985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3483001.250000 Penalty: 5107.570312
	Iteration 57Q: 3 clusters Score -3483001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3483005.000000 Penalty: 5107.570312
	Iteration 58Q: 3 clusters Score -3483005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3483011.000000 Penalty: 5107.570312
	Iteration 59Q: 3 clusters Score -3483011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3483015.000000 Penalty: 5107.570312
	Iteration 60F: 3 clusters Score -3483015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3483020.500000 Penalty: 5107.570312
	Iteration 61Q: 3 clusters Score -3483020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3483018.500000 Penalty: 5107.570312
	Iteration 62Q: 3 clusters Score -3483018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3483022.750000 Penalty: 5107.570312
	Iteration 63Q: 3 clusters Score -3483023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3483019.000000 Penalty: 5107.570312
	Iteration 64Q: 3 clusters Score -3483019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3483020.250000 Penalty: 5107.570312
	Iteration 65Q: 3 clusters Score -3483020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3483015.250000 Penalty: 5107.570312
	Iteration 66Q: 3 clusters Score -3483015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3483018.250000 Penalty: 5107.570312
	Iteration 67Q: 3 clusters Score -3483018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3483018.500000 Penalty: 5107.570312
	Iteration 68Q: 3 clusters Score -3483018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3483017.250000 Penalty: 5107.570312
	Iteration 69Q: 3 clusters Score -3483017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3483017.250000 Penalty: 5107.570312
	Iteration 70F: 3 clusters Score -3483017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Entering Unmasked Estep 
Score: -4783392.000000 Penalty: 2642.883545
	Iteration 0F: 2 clusters Score -4783392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -4754703.000000 Penalty: 5285.767090
	Iteration 0F: 3 clusters Score -4754703 nChanged 19369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4765367.500000 Penalty: 5285.767090
	Iteration 1F: 3 clusters Score -4765368 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4765924.000000 Penalty: 5285.767090
	Iteration 2Q: 3 clusters Score -4765924 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4766552.500000 Penalty: 5285.767090
	Iteration 3Q: 3 clusters Score -4766552 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -4767364.000000 Penalty: 5285.767090
	Iteration 4Q: 3 clusters Score -4767364 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -4768382.500000 Penalty: 5285.767090
	Iteration 5Q: 3 clusters Score -4768382 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -4769616.500000 Penalty: 5285.767090
	Iteration 6F: 3 clusters Score -4769616 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -4770997.500000 Penalty: 5285.767090
	Iteration 7F: 3 clusters Score -4770998 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -4772321.000000 Penalty: 5285.767090
	Iteration 8F: 3 clusters Score -4772321 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -4773476.500000 Penalty: 5285.767090
	Iteration 9F: 3 clusters Score -4773476 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -4774260.000000 Penalty: 5285.767090
	Iteration 10Q: 3 clusters Score -4774260 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -4774722.000000 Penalty: 5285.767090
	Iteration 11Q: 3 clusters Score -4774722 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -4775028.000000 Penalty: 5285.767090
	Iteration 12Q: 3 clusters Score -4775028 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -4775223.000000 Penalty: 5285.767090
	Iteration 13Q: 3 clusters Score -4775223 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -4775415.000000 Penalty: 5285.767090
	Iteration 14Q: 3 clusters Score -4775415 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -4775516.500000 Penalty: 5285.767090
	Iteration 15Q: 3 clusters Score -4775516 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -4775631.500000 Penalty: 5285.767090
	Iteration 16Q: 3 clusters Score -4775632 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -4775733.500000 Penalty: 5285.767090
	Iteration 17Q: 3 clusters Score -4775734 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -4775886.500000 Penalty: 5285.767090
	Iteration 18Q: 3 clusters Score -4775886 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -4776027.000000 Penalty: 5285.767090
	Iteration 19Q: 3 clusters Score -4776027 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -4776149.000000 Penalty: 5285.767090
	Iteration 20F: 3 clusters Score -4776149 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -4776295.000000 Penalty: 5285.767090
	Iteration 21Q: 3 clusters Score -4776295 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -4776435.500000 Penalty: 5285.767090
	Iteration 22Q: 3 clusters Score -4776436 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4776604.000000 Penalty: 5285.767090
	Iteration 23Q: 3 clusters Score -4776604 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -4776800.000000 Penalty: 5285.767090
	Iteration 24Q: 3 clusters Score -4776800 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -4777074.500000 Penalty: 5285.767090
	Iteration 25Q: 3 clusters Score -4777074 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -4777492.000000 Penalty: 5285.767090
	Iteration 26Q: 3 clusters Score -4777492 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -4778289.000000 Penalty: 5285.767090
	Iteration 27Q: 3 clusters Score -4778289 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -4779837.000000 Penalty: 5285.767090
	Iteration 28Q: 3 clusters Score -4779837 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -4780409.500000 Penalty: 5285.767090
	Iteration 29Q: 3 clusters Score -4780410 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -4780612.000000 Penalty: 5285.767090
	Iteration 30Q: 3 clusters Score -4780612 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -4780757.500000 Penalty: 5285.767090
	Iteration 31Q: 3 clusters Score -4780758 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -4780859.000000 Penalty: 5285.767090
	Iteration 32Q: 3 clusters Score -4780859 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -4780972.000000 Penalty: 5285.767090
	Iteration 33Q: 3 clusters Score -4780972 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -4781027.000000 Penalty: 5285.767090
	Iteration 34Q: 3 clusters Score -4781027 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -4781063.500000 Penalty: 5285.767090
	Iteration 35Q: 3 clusters Score -4781064 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -4781114.500000 Penalty: 5285.767090
	Iteration 36Q: 3 clusters Score -4781114 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -4781135.000000 Penalty: 5285.767090
	Iteration 37Q: 3 clusters Score -4781135 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -4781149.500000 Penalty: 5285.767090
	Iteration 38Q: 3 clusters Score -4781150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -4781166.000000 Penalty: 5285.767090
	Iteration 39Q: 3 clusters Score -4781166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4781178.500000 Penalty: 5285.767090
	Iteration 40F: 3 clusters Score -4781178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -4781203.000000 Penalty: 5285.767090
	Iteration 41Q: 3 clusters Score -4781203 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -4781226.500000 Penalty: 5285.767090
	Iteration 42Q: 3 clusters Score -4781226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -4781236.000000 Penalty: 5285.767090
	Iteration 43Q: 3 clusters Score -4781236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -4781244.500000 Penalty: 5285.767090
	Iteration 44Q: 3 clusters Score -4781244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -4781256.000000 Penalty: 5285.767090
	Iteration 45Q: 3 clusters Score -4781256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -4781262.500000 Penalty: 5285.767090
	Iteration 46Q: 3 clusters Score -4781262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -4781286.500000 Penalty: 5285.767090
	Iteration 47Q: 3 clusters Score -4781286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -4781297.500000 Penalty: 5285.767090
	Iteration 48Q: 3 clusters Score -4781298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -4781308.500000 Penalty: 5285.767090
	Iteration 49Q: 3 clusters Score -4781308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -4781308.000000 Penalty: 5285.767090
	Iteration 50Q: 3 clusters Score -4781308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -4781314.500000 Penalty: 5285.767090
	Iteration 51Q: 3 clusters Score -4781314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -4781323.000000 Penalty: 5285.767090
	Iteration 52Q: 3 clusters Score -4781323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -4781326.500000 Penalty: 5285.767090
	Iteration 53Q: 3 clusters Score -4781326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -4781338.500000 Penalty: 5285.767090
	Iteration 54Q: 3 clusters Score -4781338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -4781343.000000 Penalty: 5285.767090
	Iteration 55Q: 3 clusters Score -4781343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -4781342.500000 Penalty: 5285.767090
	Iteration 56Q: 3 clusters Score -4781342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -4781352.000000 Penalty: 5285.767090
	Iteration 57Q: 3 clusters Score -4781352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -4781352.500000 Penalty: 5285.767090
	Iteration 58Q: 3 clusters Score -4781352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -4781349.000000 Penalty: 5285.767090
	Iteration 59Q: 3 clusters Score -4781349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -4781349.500000 Penalty: 5285.767090
	Iteration 60F: 3 clusters Score -4781350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -4781352.000000 Penalty: 5285.767090
	Iteration 61Q: 3 clusters Score -4781352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -4781352.000000 Penalty: 5285.767090
	Iteration 62Q: 3 clusters Score -4781352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -4781355.500000 Penalty: 5285.767090
	Iteration 63Q: 3 clusters Score -4781356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -4781355.000000 Penalty: 5285.767090
	Iteration 64Q: 3 clusters Score -4781355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -4781354.000000 Penalty: 5285.767090
	Iteration 65Q: 3 clusters Score -4781354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -4781357.500000 Penalty: 5285.767090
	Iteration 66Q: 3 clusters Score -4781358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -4781357.500000 Penalty: 5285.767090
	Iteration 67Q: 3 clusters Score -4781358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -4781353.000000 Penalty: 5285.767090
	Iteration 68Q: 3 clusters Score -4781353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -4781358.500000 Penalty: 5285.767090
	Iteration 69Q: 3 clusters Score -4781358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -4781354.500000 Penalty: 5285.767090
	Iteration 70Q: 3 clusters Score -4781354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -4781352.000000 Penalty: 5285.767090
	Iteration 71Q: 3 clusters Score -4781352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -4781354.500000 Penalty: 5285.767090
	Iteration 72Q: 3 clusters Score -4781354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -4781357.500000 Penalty: 5285.767090
	Iteration 73Q: 3 clusters Score -4781358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -4781353.500000 Penalty: 5285.767090
	Iteration 74Q: 3 clusters Score -4781354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -4781353.500000 Penalty: 5285.767090
	Iteration 75Q: 3 clusters Score -4781354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -4781356.000000 Penalty: 5285.767090
	Iteration 76Q: 3 clusters Score -4781356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -4781353.500000 Penalty: 5285.767090
	Iteration 77Q: 3 clusters Score -4781354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -4781353.500000 Penalty: 5285.767090
	Iteration 78F: 3 clusters Score -4781354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Entering Unmasked Estep 
Score: -3266147.750000 Penalty: 2539.252930
	Iteration 0F: 2 clusters Score -3266148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3246851.500000 Penalty: 5078.505859
	Iteration 0F: 3 clusters Score -3246852 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3253652.750000 Penalty: 5078.505859
	Iteration 1F: 3 clusters Score -3253653 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3254125.000000 Penalty: 5078.505859
	Iteration 2Q: 3 clusters Score -3254125 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -3254662.500000 Penalty: 5078.505859
	Iteration 3Q: 3 clusters Score -3254662 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3255444.000000 Penalty: 5078.505859
	Iteration 4Q: 3 clusters Score -3255444 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3256681.000000 Penalty: 5078.505859
	Iteration 5F: 3 clusters Score -3256681 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -3258485.750000 Penalty: 5078.505859
	Iteration 6F: 3 clusters Score -3258486 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3260663.000000 Penalty: 5078.505859
	Iteration 7F: 3 clusters Score -3260663 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3262628.500000 Penalty: 5078.505859
	Iteration 8F: 3 clusters Score -3262628 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3264044.000000 Penalty: 5078.505859
	Iteration 9Q: 3 clusters Score -3264044 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3264804.000000 Penalty: 5078.505859
	Iteration 10Q: 3 clusters Score -3264804 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3265149.250000 Penalty: 5078.505859
	Iteration 11Q: 3 clusters Score -3265149 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3265298.500000 Penalty: 5078.505859
	Iteration 12Q: 3 clusters Score -3265298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3265361.500000 Penalty: 5078.505859
	Iteration 13Q: 3 clusters Score -3265362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3265399.000000 Penalty: 5078.505859
	Iteration 14Q: 3 clusters Score -3265399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3265430.750000 Penalty: 5078.505859
	Iteration 15Q: 3 clusters Score -3265431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3265459.000000 Penalty: 5078.505859
	Iteration 16Q: 3 clusters Score -3265459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3265473.250000 Penalty: 5078.505859
	Iteration 17Q: 3 clusters Score -3265473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3265482.750000 Penalty: 5078.505859
	Iteration 18Q: 3 clusters Score -3265483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3265492.500000 Penalty: 5078.505859
	Iteration 19Q: 3 clusters Score -3265492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3265494.500000 Penalty: 5078.505859
	Iteration 20F: 3 clusters Score -3265494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3265495.750000 Penalty: 5078.505859
	Iteration 21Q: 3 clusters Score -3265496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3265495.500000 Penalty: 5078.505859
	Iteration 22Q: 3 clusters Score -3265496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3265497.500000 Penalty: 5078.505859
	Iteration 23Q: 3 clusters Score -3265498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3265502.250000 Penalty: 5078.505859
	Iteration 24Q: 3 clusters Score -3265502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3265505.750000 Penalty: 5078.505859
	Iteration 25Q: 3 clusters Score -3265506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3265505.750000 Penalty: 5078.505859
	Iteration 26F: 3 clusters Score -3265506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Entering Unmasked Estep 
Score: -494319.000000 Penalty: 2075.781006
	Iteration 0F: 2 clusters Score -494319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -490286.468750 Penalty: 4151.562012
	Iteration 0F: 3 clusters Score -490286.5 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -491268.187500 Penalty: 4151.562012
	Iteration 1F: 3 clusters Score -491268.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -491498.625000 Penalty: 4151.562012
	Iteration 2F: 3 clusters Score -491498.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -491699.343750 Penalty: 4151.562012
	Iteration 3F: 3 clusters Score -491699.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -491952.406250 Penalty: 4151.562012
	Iteration 4F: 3 clusters Score -491952.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -492257.156250 Penalty: 4151.562012
	Iteration 5F: 3 clusters Score -492257.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -492678.750000 Penalty: 4151.562012
	Iteration 6F: 3 clusters Score -492678.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -493412.437500 Penalty: 4151.562012
	Iteration 7F: 3 clusters Score -493412.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -494440.218750 Penalty: 4151.562012
	Iteration 8F: 3 clusters Score -494440.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -494975.437500 Penalty: 4151.562012
	Iteration 9F: 3 clusters Score -494975.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -495150.062500 Penalty: 4151.562012
	Iteration 10Q: 3 clusters Score -495150.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -495196.687500 Penalty: 4151.562012
	Iteration 11Q: 3 clusters Score -495196.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -495217.156250 Penalty: 4151.562012
	Iteration 12Q: 3 clusters Score -495217.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -495225.531250 Penalty: 4151.562012
	Iteration 13Q: 3 clusters Score -495225.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -495228.125000 Penalty: 4151.562012
	Iteration 14Q: 3 clusters Score -495228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -495229.531250 Penalty: 4151.562012
	Iteration 15Q: 3 clusters Score -495229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -495229.531250 Penalty: 4151.562012
	Iteration 16F: 3 clusters Score -495229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321755 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42480 members 
Mstep: Class 14 contains 27971 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152425 members 
Mstep: Class 20 contains 115607 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 2215 members 
Entering Unmasked Estep 
Score: -92669192.000000 Penalty: 74294.250000
Splitting cluster 15 changes total score from -92669536.000000 to -92669192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Entering Unmasked Estep 
Score: -781662.437500 Penalty: 2184.067383
	Iteration 0F: 2 clusters Score -781662.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -776084.250000 Penalty: 4368.134766
	Iteration 0F: 3 clusters Score -776084.2 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -777446.625000 Penalty: 4368.134766
	Iteration 1F: 3 clusters Score -777446.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -777670.250000 Penalty: 4368.134766
	Iteration 2F: 3 clusters Score -777670.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -777820.187500 Penalty: 4368.134766
	Iteration 3Q: 3 clusters Score -777820.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -777936.687500 Penalty: 4368.134766
	Iteration 4Q: 3 clusters Score -777936.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -778022.750000 Penalty: 4368.134766
	Iteration 5Q: 3 clusters Score -778022.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -778101.062500 Penalty: 4368.134766
	Iteration 6Q: 3 clusters Score -778101.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -778176.437500 Penalty: 4368.134766
	Iteration 7Q: 3 clusters Score -778176.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -778251.562500 Penalty: 4368.134766
	Iteration 8Q: 3 clusters Score -778251.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -778316.312500 Penalty: 4368.134766
	Iteration 9Q: 3 clusters Score -778316.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -778381.062500 Penalty: 4368.134766
	Iteration 10Q: 3 clusters Score -778381.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -778457.437500 Penalty: 4368.134766
	Iteration 11Q: 3 clusters Score -778457.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -778540.687500 Penalty: 4368.134766
	Iteration 12Q: 3 clusters Score -778540.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -778622.312500 Penalty: 4368.134766
	Iteration 13Q: 3 clusters Score -778622.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -778711.687500 Penalty: 4368.134766
	Iteration 14Q: 3 clusters Score -778711.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -778798.062500 Penalty: 4368.134766
	Iteration 15Q: 3 clusters Score -778798.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -778886.250000 Penalty: 4368.134766
	Iteration 16Q: 3 clusters Score -778886.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -778968.812500 Penalty: 4368.134766
	Iteration 17Q: 3 clusters Score -778968.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -779056.625000 Penalty: 4368.134766
	Iteration 18Q: 3 clusters Score -779056.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -779128.875000 Penalty: 4368.134766
	Iteration 19Q: 3 clusters Score -779128.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -779190.375000 Penalty: 4368.134766
	Iteration 20F: 3 clusters Score -779190.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -779250.062500 Penalty: 4368.134766
	Iteration 21Q: 3 clusters Score -779250.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -779308.812500 Penalty: 4368.134766
	Iteration 22Q: 3 clusters Score -779308.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -779366.250000 Penalty: 4368.134766
	Iteration 23Q: 3 clusters Score -779366.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -779414.625000 Penalty: 4368.134766
	Iteration 24Q: 3 clusters Score -779414.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -779452.000000 Penalty: 4368.134766
	Iteration 25Q: 3 clusters Score -779452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -779469.500000 Penalty: 4368.134766
	Iteration 26Q: 3 clusters Score -779469.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -779486.937500 Penalty: 4368.134766
	Iteration 27Q: 3 clusters Score -779486.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -779503.750000 Penalty: 4368.134766
	Iteration 28Q: 3 clusters Score -779503.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -779521.000000 Penalty: 4368.134766
	Iteration 29Q: 3 clusters Score -779521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -779537.937500 Penalty: 4368.134766
	Iteration 30Q: 3 clusters Score -779537.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -779550.750000 Penalty: 4368.134766
	Iteration 31Q: 3 clusters Score -779550.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -779562.000000 Penalty: 4368.134766
	Iteration 32Q: 3 clusters Score -779562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -779574.250000 Penalty: 4368.134766
	Iteration 33Q: 3 clusters Score -779574.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -779586.562500 Penalty: 4368.134766
	Iteration 34Q: 3 clusters Score -779586.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -779603.812500 Penalty: 4368.134766
	Iteration 35Q: 3 clusters Score -779603.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -779620.875000 Penalty: 4368.134766
	Iteration 36Q: 3 clusters Score -779620.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -779633.187500 Penalty: 4368.134766
	Iteration 37Q: 3 clusters Score -779633.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -779644.625000 Penalty: 4368.134766
	Iteration 38Q: 3 clusters Score -779644.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -779651.375000 Penalty: 4368.134766
	Iteration 39Q: 3 clusters Score -779651.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -779659.687500 Penalty: 4368.134766
	Iteration 40F: 3 clusters Score -779659.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -779667.437500 Penalty: 4368.134766
	Iteration 41Q: 3 clusters Score -779667.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -779673.062500 Penalty: 4368.134766
	Iteration 42Q: 3 clusters Score -779673.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -779678.312500 Penalty: 4368.134766
	Iteration 43Q: 3 clusters Score -779678.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -779683.500000 Penalty: 4368.134766
	Iteration 44Q: 3 clusters Score -779683.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -779684.437500 Penalty: 4368.134766
	Iteration 45Q: 3 clusters Score -779684.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -779687.875000 Penalty: 4368.134766
	Iteration 46Q: 3 clusters Score -779687.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -779688.625000 Penalty: 4368.134766
	Iteration 47Q: 3 clusters Score -779688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -779689.812500 Penalty: 4368.134766
	Iteration 48Q: 3 clusters Score -779689.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -779692.937500 Penalty: 4368.134766
	Iteration 49Q: 3 clusters Score -779692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -779694.312500 Penalty: 4368.134766
	Iteration 50Q: 3 clusters Score -779694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -779694.125000 Penalty: 4368.134766
	Iteration 51Q: 3 clusters Score -779694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -779694.250000 Penalty: 4368.134766
	Iteration 52Q: 3 clusters Score -779694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -779694.250000 Penalty: 4368.134766
	Iteration 53F: 3 clusters Score -779694.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -66478.140625 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -66478.14 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 317 members 
Entering Unmasked Estep 
Score: -64830.601562 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -64830.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65093.968750 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -65093.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65236.507812 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -65236.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65293.394531 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -65293.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65337.722656 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -65337.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -65373.964844 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -65373.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65399.566406 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -65399.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65417.316406 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -65417.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65424.750000 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -65424.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65428.957031 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -65428.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65428.957031 Penalty: 3205.662598
	Iteration 10F: 3 clusters Score -65428.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -198542.500000 Penalty: 1880.645386
	Iteration 0F: 2 clusters Score -198542.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -195908.843750 Penalty: 3761.290771
	Iteration 0F: 3 clusters Score -195908.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -196436.421875 Penalty: 3761.290771
	Iteration 1F: 3 clusters Score -196436.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -196617.359375 Penalty: 3761.290771
	Iteration 2F: 3 clusters Score -196617.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -196710.593750 Penalty: 3761.290771
	Iteration 3F: 3 clusters Score -196710.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196774.093750 Penalty: 3761.290771
	Iteration 4Q: 3 clusters Score -196774.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196814.671875 Penalty: 3761.290771
	Iteration 5Q: 3 clusters Score -196814.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -196859.718750 Penalty: 3761.290771
	Iteration 6Q: 3 clusters Score -196859.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -196888.171875 Penalty: 3761.290771
	Iteration 7Q: 3 clusters Score -196888.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -196910.390625 Penalty: 3761.290771
	Iteration 8Q: 3 clusters Score -196910.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -196939.828125 Penalty: 3761.290771
	Iteration 9Q: 3 clusters Score -196939.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -196971.796875 Penalty: 3761.290771
	Iteration 10Q: 3 clusters Score -196971.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -197004.968750 Penalty: 3761.290771
	Iteration 11Q: 3 clusters Score -197005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -197026.875000 Penalty: 3761.290771
	Iteration 12Q: 3 clusters Score -197026.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -197041.765625 Penalty: 3761.290771
	Iteration 13Q: 3 clusters Score -197041.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -197060.562500 Penalty: 3761.290771
	Iteration 14Q: 3 clusters Score -197060.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -197080.640625 Penalty: 3761.290771
	Iteration 15Q: 3 clusters Score -197080.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -197098.093750 Penalty: 3761.290771
	Iteration 16Q: 3 clusters Score -197098.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -197117.312500 Penalty: 3761.290771
	Iteration 17Q: 3 clusters Score -197117.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -197134.484375 Penalty: 3761.290771
	Iteration 18Q: 3 clusters Score -197134.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -197144.593750 Penalty: 3761.290771
	Iteration 19Q: 3 clusters Score -197144.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -197147.796875 Penalty: 3761.290771
	Iteration 20F: 3 clusters Score -197147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -197149.671875 Penalty: 3761.290771
	Iteration 21Q: 3 clusters Score -197149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -197151.468750 Penalty: 3761.290771
	Iteration 22Q: 3 clusters Score -197151.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -197152.421875 Penalty: 3761.290771
	Iteration 23Q: 3 clusters Score -197152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -197152.968750 Penalty: 3761.290771
	Iteration 24Q: 3 clusters Score -197153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -197152.968750 Penalty: 3761.290771
	Iteration 25F: 3 clusters Score -197153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (152425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152425 members 
Entering Unmasked Estep 
Score: -17641088.000000 Penalty: 2959.738281
	Iteration 0F: 2 clusters Score -1.764109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -17539516.000000 Penalty: 5919.476562
	Iteration 0F: 3 clusters Score -1.753952e+07 nChanged 72668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -17581806.000000 Penalty: 5919.476562
	Iteration 1F: 3 clusters Score -1.758181e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -17583560.000000 Penalty: 5919.476562
	Iteration 2Q: 3 clusters Score -1.758356e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89923 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -17586568.000000 Penalty: 5919.476562
	Iteration 3Q: 3 clusters Score -1.758657e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97255 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -17591440.000000 Penalty: 5919.476562
	Iteration 4F: 3 clusters Score -1.759144e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106956 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -17599104.000000 Penalty: 5919.476562
	Iteration 5F: 3 clusters Score -1.75991e+07 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118143 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -17609144.000000 Penalty: 5919.476562
	Iteration 6F: 3 clusters Score -1.760914e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128761 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -17619808.000000 Penalty: 5919.476562
	Iteration 7F: 3 clusters Score -1.761981e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136615 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -17627690.000000 Penalty: 5919.476562
	Iteration 8F: 3 clusters Score -1.762769e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141254 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -17632354.000000 Penalty: 5919.476562
	Iteration 9Q: 3 clusters Score -1.763235e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143794 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -17634894.000000 Penalty: 5919.476562
	Iteration 10Q: 3 clusters Score -1.763489e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145331 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -17636336.000000 Penalty: 5919.476562
	Iteration 11Q: 3 clusters Score -1.763634e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146347 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -17637306.000000 Penalty: 5919.476562
	Iteration 12Q: 3 clusters Score -1.763731e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147017 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -17637754.000000 Penalty: 5919.476562
	Iteration 13Q: 3 clusters Score -1.763775e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147481 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -17638066.000000 Penalty: 5919.476562
	Iteration 14Q: 3 clusters Score -1.763807e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147813 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -17638306.000000 Penalty: 5919.476562
	Iteration 15Q: 3 clusters Score -1.763831e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148083 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -17638490.000000 Penalty: 5919.476562
	Iteration 16Q: 3 clusters Score -1.763849e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148283 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -17638608.000000 Penalty: 5919.476562
	Iteration 17Q: 3 clusters Score -1.763861e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148454 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -17638678.000000 Penalty: 5919.476562
	Iteration 18Q: 3 clusters Score -1.763868e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148603 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -17638718.000000 Penalty: 5919.476562
	Iteration 19Q: 3 clusters Score -1.763872e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148713 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -17638764.000000 Penalty: 5919.476562
	Iteration 20F: 3 clusters Score -1.763876e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148794 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -17638856.000000 Penalty: 5919.476562
	Iteration 21Q: 3 clusters Score -1.763886e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148879 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -17638882.000000 Penalty: 5919.476562
	Iteration 22Q: 3 clusters Score -1.763888e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148943 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -17638916.000000 Penalty: 5919.476562
	Iteration 23Q: 3 clusters Score -1.763892e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149001 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -17638944.000000 Penalty: 5919.476562
	Iteration 24Q: 3 clusters Score -1.763894e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149041 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -17638982.000000 Penalty: 5919.476562
	Iteration 25Q: 3 clusters Score -1.763898e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149078 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -17639024.000000 Penalty: 5919.476562
	Iteration 26Q: 3 clusters Score -1.763902e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -17639008.000000 Penalty: 5919.476562
	Iteration 27Q: 3 clusters Score -1.763901e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149152 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -17639034.000000 Penalty: 5919.476562
	Iteration 28Q: 3 clusters Score -1.763903e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149186 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -17639028.000000 Penalty: 5919.476562
	Iteration 29Q: 3 clusters Score -1.763903e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149217 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -17639004.000000 Penalty: 5919.476562
	Iteration 30Q: 3 clusters Score -1.7639e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149230 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -17639028.000000 Penalty: 5919.476562
	Iteration 31Q: 3 clusters Score -1.763903e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149249 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -17639040.000000 Penalty: 5919.476562
	Iteration 32Q: 3 clusters Score -1.763904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149274 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -17639026.000000 Penalty: 5919.476562
	Iteration 33Q: 3 clusters Score -1.763903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149292 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -17639016.000000 Penalty: 5919.476562
	Iteration 34Q: 3 clusters Score -1.763902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149302 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -17639024.000000 Penalty: 5919.476562
	Iteration 35Q: 3 clusters Score -1.763902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149315 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -17639024.000000 Penalty: 5919.476562
	Iteration 36Q: 3 clusters Score -1.763902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149325 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -17639040.000000 Penalty: 5919.476562
	Iteration 37Q: 3 clusters Score -1.763904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149324 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -17639036.000000 Penalty: 5919.476562
	Iteration 38Q: 3 clusters Score -1.763904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149326 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -17639038.000000 Penalty: 5919.476562
	Iteration 39Q: 3 clusters Score -1.763904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149329 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -17639034.000000 Penalty: 5919.476562
	Iteration 40F: 3 clusters Score -1.763903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149330 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -17639046.000000 Penalty: 5919.476562
	Iteration 41Q: 3 clusters Score -1.763905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149331 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -17639038.000000 Penalty: 5919.476562
	Iteration 42Q: 3 clusters Score -1.763904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149335 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -17639046.000000 Penalty: 5919.476562
	Iteration 43Q: 3 clusters Score -1.763905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149338 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -17639040.000000 Penalty: 5919.476562
	Iteration 44Q: 3 clusters Score -1.763904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149343 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -17639042.000000 Penalty: 5919.476562
	Iteration 45Q: 3 clusters Score -1.763904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149348 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -17639046.000000 Penalty: 5919.476562
	Iteration 46Q: 3 clusters Score -1.763905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149349 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -17639040.000000 Penalty: 5919.476562
	Iteration 47Q: 3 clusters Score -1.763904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149350 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -17639040.000000 Penalty: 5919.476562
	Iteration 48Q: 3 clusters Score -1.763904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149351 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -17639040.000000 Penalty: 5919.476562
	Iteration 49Q: 3 clusters Score -1.763904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149352 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -17639048.000000 Penalty: 5919.476562
	Iteration 50Q: 3 clusters Score -1.763905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149353 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -17639046.000000 Penalty: 5919.476562
	Iteration 51Q: 3 clusters Score -1.763905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149354 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -17639044.000000 Penalty: 5919.476562
	Iteration 52Q: 3 clusters Score -1.763904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149354 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -17639044.000000 Penalty: 5919.476562
	Iteration 53F: 3 clusters Score -1.763904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (115607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115607 members 
Entering Unmasked Estep 
Score: -13485148.000000 Penalty: 2891.171875
	Iteration 0F: 2 clusters Score -1.348515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -13407794.000000 Penalty: 5782.343750
	Iteration 0F: 3 clusters Score -1.340779e+07 nChanged 54956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -13440046.000000 Penalty: 5782.343750
	Iteration 1F: 3 clusters Score -1.344005e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -13441618.000000 Penalty: 5782.343750
	Iteration 2Q: 3 clusters Score -1.344162e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -13443852.000000 Penalty: 5782.343750
	Iteration 3Q: 3 clusters Score -1.344385e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -13447171.000000 Penalty: 5782.343750
	Iteration 4F: 3 clusters Score -1.344717e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 70654 members 
Entering Unmasked Estep 
Score: -13451835.000000 Penalty: 5782.343750
	Iteration 5F: 3 clusters Score -1.345184e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 75994 members 
Entering Unmasked Estep 
Score: -13457882.000000 Penalty: 5782.343750
	Iteration 6F: 3 clusters Score -1.345788e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 80930 members 
Entering Unmasked Estep 
Score: -13464010.000000 Penalty: 5782.343750
	Iteration 7F: 3 clusters Score -1.346401e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -13468791.000000 Penalty: 5782.343750
	Iteration 8F: 3 clusters Score -1.346879e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 87826 members 
Entering Unmasked Estep 
Score: -13471449.000000 Penalty: 5782.343750
	Iteration 9Q: 3 clusters Score -1.347145e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -13473063.000000 Penalty: 5782.343750
	Iteration 10Q: 3 clusters Score -1.347306e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 92509 members 
Entering Unmasked Estep 
Score: -13474127.000000 Penalty: 5782.343750
	Iteration 11Q: 3 clusters Score -1.347413e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -13474921.000000 Penalty: 5782.343750
	Iteration 12Q: 3 clusters Score -1.347492e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 96431 members 
Entering Unmasked Estep 
Score: -13475702.000000 Penalty: 5782.343750
	Iteration 13Q: 3 clusters Score -1.34757e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 98180 members 
Entering Unmasked Estep 
Score: -13476446.000000 Penalty: 5782.343750
	Iteration 14Q: 3 clusters Score -1.347645e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -13477235.000000 Penalty: 5782.343750
	Iteration 15Q: 3 clusters Score -1.347724e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -13477966.000000 Penalty: 5782.343750
	Iteration 16Q: 3 clusters Score -1.347797e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 103093 members 
Entering Unmasked Estep 
Score: -13478622.000000 Penalty: 5782.343750
	Iteration 17Q: 3 clusters Score -1.347862e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 104466 members 
Entering Unmasked Estep 
Score: -13479239.000000 Penalty: 5782.343750
	Iteration 18Q: 3 clusters Score -1.347924e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 105674 members 
Entering Unmasked Estep 
Score: -13479702.000000 Penalty: 5782.343750
	Iteration 19Q: 3 clusters Score -1.34797e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 106788 members 
Entering Unmasked Estep 
Score: -13480153.000000 Penalty: 5782.343750
	Iteration 20F: 3 clusters Score -1.348015e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -13480562.000000 Penalty: 5782.343750
	Iteration 21Q: 3 clusters Score -1.348056e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -13480888.000000 Penalty: 5782.343750
	Iteration 22Q: 3 clusters Score -1.348089e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 109425 members 
Entering Unmasked Estep 
Score: -13481222.000000 Penalty: 5782.343750
	Iteration 23Q: 3 clusters Score -1.348122e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 110097 members 
Entering Unmasked Estep 
Score: -13481422.000000 Penalty: 5782.343750
	Iteration 24Q: 3 clusters Score -1.348142e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 110657 members 
Entering Unmasked Estep 
Score: -13481688.000000 Penalty: 5782.343750
	Iteration 25Q: 3 clusters Score -1.348169e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 111146 members 
Entering Unmasked Estep 
Score: -13481859.000000 Penalty: 5782.343750
	Iteration 26Q: 3 clusters Score -1.348186e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 111574 members 
Entering Unmasked Estep 
Score: -13482024.000000 Penalty: 5782.343750
	Iteration 27Q: 3 clusters Score -1.348202e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 111950 members 
Entering Unmasked Estep 
Score: -13482201.000000 Penalty: 5782.343750
	Iteration 28Q: 3 clusters Score -1.34822e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 112267 members 
Entering Unmasked Estep 
Score: -13482347.000000 Penalty: 5782.343750
	Iteration 29Q: 3 clusters Score -1.348235e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 112535 members 
Entering Unmasked Estep 
Score: -13482457.000000 Penalty: 5782.343750
	Iteration 30Q: 3 clusters Score -1.348246e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 112757 members 
Entering Unmasked Estep 
Score: -13482531.000000 Penalty: 5782.343750
	Iteration 31Q: 3 clusters Score -1.348253e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 112926 members 
Entering Unmasked Estep 
Score: -13482597.000000 Penalty: 5782.343750
	Iteration 32Q: 3 clusters Score -1.34826e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 113078 members 
Entering Unmasked Estep 
Score: -13482659.000000 Penalty: 5782.343750
	Iteration 33Q: 3 clusters Score -1.348266e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 113201 members 
Entering Unmasked Estep 
Score: -13482669.000000 Penalty: 5782.343750
	Iteration 34Q: 3 clusters Score -1.348267e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 113293 members 
Entering Unmasked Estep 
Score: -13482695.000000 Penalty: 5782.343750
	Iteration 35Q: 3 clusters Score -1.34827e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 113363 members 
Entering Unmasked Estep 
Score: -13482695.000000 Penalty: 5782.343750
	Iteration 36Q: 3 clusters Score -1.34827e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 113430 members 
Entering Unmasked Estep 
Score: -13482715.000000 Penalty: 5782.343750
	Iteration 37Q: 3 clusters Score -1.348272e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 113496 members 
Entering Unmasked Estep 
Score: -13482721.000000 Penalty: 5782.343750
	Iteration 38Q: 3 clusters Score -1.348272e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 113560 members 
Entering Unmasked Estep 
Score: -13482729.000000 Penalty: 5782.343750
	Iteration 39Q: 3 clusters Score -1.348273e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 113612 members 
Entering Unmasked Estep 
Score: -13482750.000000 Penalty: 5782.343750
	Iteration 40F: 3 clusters Score -1.348275e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 113662 members 
Entering Unmasked Estep 
Score: -13482751.000000 Penalty: 5782.343750
	Iteration 41Q: 3 clusters Score -1.348275e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 113701 members 
Entering Unmasked Estep 
Score: -13482764.000000 Penalty: 5782.343750
	Iteration 42Q: 3 clusters Score -1.348276e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 113745 members 
Entering Unmasked Estep 
Score: -13482769.000000 Penalty: 5782.343750
	Iteration 43Q: 3 clusters Score -1.348277e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -13482786.000000 Penalty: 5782.343750
	Iteration 44Q: 3 clusters Score -1.348279e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 113820 members 
Entering Unmasked Estep 
Score: -13482763.000000 Penalty: 5782.343750
	Iteration 45Q: 3 clusters Score -1.348276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 113848 members 
Entering Unmasked Estep 
Score: -13482764.000000 Penalty: 5782.343750
	Iteration 46Q: 3 clusters Score -1.348276e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 113870 members 
Entering Unmasked Estep 
Score: -13482782.000000 Penalty: 5782.343750
	Iteration 47Q: 3 clusters Score -1.348278e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 113906 members 
Entering Unmasked Estep 
Score: -13482793.000000 Penalty: 5782.343750
	Iteration 48Q: 3 clusters Score -1.348279e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 113939 members 
Entering Unmasked Estep 
Score: -13482824.000000 Penalty: 5782.343750
	Iteration 49Q: 3 clusters Score -1.348282e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 113963 members 
Entering Unmasked Estep 
Score: -13482846.000000 Penalty: 5782.343750
	Iteration 50Q: 3 clusters Score -1.348285e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 113984 members 
Entering Unmasked Estep 
Score: -13482826.000000 Penalty: 5782.343750
	Iteration 51Q: 3 clusters Score -1.348283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 114000 members 
Entering Unmasked Estep 
Score: -13482845.000000 Penalty: 5782.343750
	Iteration 52Q: 3 clusters Score -1.348284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 114013 members 
Entering Unmasked Estep 
Score: -13482860.000000 Penalty: 5782.343750
	Iteration 53Q: 3 clusters Score -1.348286e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 114032 members 
Entering Unmasked Estep 
Score: -13482880.000000 Penalty: 5782.343750
	Iteration 54Q: 3 clusters Score -1.348288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 114052 members 
Entering Unmasked Estep 
Score: -13482889.000000 Penalty: 5782.343750
	Iteration 55Q: 3 clusters Score -1.348289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 114064 members 
Entering Unmasked Estep 
Score: -13482871.000000 Penalty: 5782.343750
	Iteration 56Q: 3 clusters Score -1.348287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 114082 members 
Entering Unmasked Estep 
Score: -13482900.000000 Penalty: 5782.343750
	Iteration 57Q: 3 clusters Score -1.34829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 114097 members 
Entering Unmasked Estep 
Score: -13482893.000000 Penalty: 5782.343750
	Iteration 58Q: 3 clusters Score -1.348289e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 114118 members 
Entering Unmasked Estep 
Score: -13482912.000000 Penalty: 5782.343750
	Iteration 59Q: 3 clusters Score -1.348291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 114132 members 
Entering Unmasked Estep 
Score: -13482905.000000 Penalty: 5782.343750
	Iteration 60F: 3 clusters Score -1.34829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 114151 members 
Entering Unmasked Estep 
Score: -13482919.000000 Penalty: 5782.343750
	Iteration 61Q: 3 clusters Score -1.348292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 114167 members 
Entering Unmasked Estep 
Score: -13482933.000000 Penalty: 5782.343750
	Iteration 62Q: 3 clusters Score -1.348293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 114176 members 
Entering Unmasked Estep 
Score: -13482937.000000 Penalty: 5782.343750
	Iteration 63Q: 3 clusters Score -1.348294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 114183 members 
Entering Unmasked Estep 
Score: -13482948.000000 Penalty: 5782.343750
	Iteration 64Q: 3 clusters Score -1.348295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 114190 members 
Entering Unmasked Estep 
Score: -13482955.000000 Penalty: 5782.343750
	Iteration 65Q: 3 clusters Score -1.348296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 114198 members 
Entering Unmasked Estep 
Score: -13482941.000000 Penalty: 5782.343750
	Iteration 66Q: 3 clusters Score -1.348294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 114202 members 
Entering Unmasked Estep 
Score: -13482950.000000 Penalty: 5782.343750
	Iteration 67Q: 3 clusters Score -1.348295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 114208 members 
Entering Unmasked Estep 
Score: -13482941.000000 Penalty: 5782.343750
	Iteration 68Q: 3 clusters Score -1.348294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 114214 members 
Entering Unmasked Estep 
Score: -13482946.000000 Penalty: 5782.343750
	Iteration 69Q: 3 clusters Score -1.348295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 114220 members 
Entering Unmasked Estep 
Score: -13482949.000000 Penalty: 5782.343750
	Iteration 70Q: 3 clusters Score -1.348295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 114226 members 
Entering Unmasked Estep 
Score: -13482957.000000 Penalty: 5782.343750
	Iteration 71Q: 3 clusters Score -1.348296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 114229 members 
Entering Unmasked Estep 
Score: -13482960.000000 Penalty: 5782.343750
	Iteration 72Q: 3 clusters Score -1.348296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 114233 members 
Entering Unmasked Estep 
Score: -13482957.000000 Penalty: 5782.343750
	Iteration 73Q: 3 clusters Score -1.348296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 114236 members 
Entering Unmasked Estep 
Score: -13482951.000000 Penalty: 5782.343750
	Iteration 74Q: 3 clusters Score -1.348295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 114239 members 
Entering Unmasked Estep 
Score: -13482955.000000 Penalty: 5782.343750
	Iteration 75Q: 3 clusters Score -1.348296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 114241 members 
Entering Unmasked Estep 
Score: -13482959.000000 Penalty: 5782.343750
	Iteration 76Q: 3 clusters Score -1.348296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 114244 members 
Entering Unmasked Estep 
Score: -13482948.000000 Penalty: 5782.343750
	Iteration 77Q: 3 clusters Score -1.348295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 114248 members 
Entering Unmasked Estep 
Score: -13482942.000000 Penalty: 5782.343750
	Iteration 78Q: 3 clusters Score -1.348294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 114248 members 
Entering Unmasked Estep 
Score: -13482937.000000 Penalty: 5782.343750
	Iteration 79Q: 3 clusters Score -1.348294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 114248 members 
Entering Unmasked Estep 
Score: -13482937.000000 Penalty: 5782.343750
	Iteration 80F: 3 clusters Score -1.348294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -32517.503906 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -32517.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31283.740234 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -31283.74 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31667.107422 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -31667.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31976.169922 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -31976.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32222.808594 Penalty: 2938.430908
	Iteration 3F: 3 clusters Score -32222.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32316.921875 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -32316.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32411.812500 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -32411.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32474.089844 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -32474.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32513.005859 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -32513.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32526.628906 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -32526.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32526.628906 Penalty: 2938.430908
	Iteration 9F: 3 clusters Score -32526.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321755 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42480 members 
Mstep: Class 14 contains 27971 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152425 members 
Mstep: Class 20 contains 115607 members 
Mstep: Class 21 contains 241 members 
Mstep: Class 22 contains 133 members 
Entering Unmasked Estep 
Score: -92667696.000000 Penalty: 74294.250000
Splitting cluster 21 changes total score from -92669536.000000 to -92667696.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321755 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42480 members 
Mstep: Class 14 contains 27971 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152425 members 
Mstep: Class 20 contains 115607 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669592.000000 Penalty: 70917.242188
Iteration 159Q: 22 clusters Score -9.266959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321759 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 42481 members 
Mstep: Class 14 contains 27973 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152416 members 
Mstep: Class 20 contains 115608 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669488.000000 Penalty: 70917.242188
Iteration 160F: 22 clusters Score -9.266949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321768 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29657 members 
Mstep: Class 13 contains 42481 members 
Mstep: Class 14 contains 27974 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152413 members 
Mstep: Class 20 contains 115604 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669480.000000 Penalty: 70917.242188
Iteration 161Q: 22 clusters Score -9.266948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321773 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29658 members 
Mstep: Class 13 contains 42480 members 
Mstep: Class 14 contains 27974 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152408 members 
Mstep: Class 20 contains 115604 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669488.000000 Penalty: 70917.242188
Iteration 162Q: 22 clusters Score -9.266949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321775 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65300 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29658 members 
Mstep: Class 13 contains 42482 members 
Mstep: Class 14 contains 27974 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152406 members 
Mstep: Class 20 contains 115603 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669496.000000 Penalty: 70917.242188
Iteration 163Q: 22 clusters Score -9.26695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321777 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29660 members 
Mstep: Class 13 contains 42483 members 
Mstep: Class 14 contains 27974 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152402 members 
Mstep: Class 20 contains 115601 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669504.000000 Penalty: 70917.242188
Iteration 164Q: 22 clusters Score -9.26695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321782 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65300 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22290 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29661 members 
Mstep: Class 13 contains 42483 members 
Mstep: Class 14 contains 27975 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152396 members 
Mstep: Class 20 contains 115600 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669496.000000 Penalty: 70917.242188
Iteration 165Q: 22 clusters Score -9.26695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321786 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65300 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22292 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29661 members 
Mstep: Class 13 contains 42484 members 
Mstep: Class 14 contains 27976 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152388 members 
Mstep: Class 20 contains 115600 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669424.000000 Penalty: 70917.242188
Iteration 166Q: 22 clusters Score -9.266942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321788 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65300 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22294 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29661 members 
Mstep: Class 13 contains 42485 members 
Mstep: Class 14 contains 27978 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152381 members 
Mstep: Class 20 contains 115600 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669448.000000 Penalty: 70917.242188
Iteration 167Q: 22 clusters Score -9.266945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321787 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65300 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22297 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29661 members 
Mstep: Class 13 contains 42488 members 
Mstep: Class 14 contains 27980 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152373 members 
Mstep: Class 20 contains 115601 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669416.000000 Penalty: 70917.242188
Iteration 168Q: 22 clusters Score -9.266942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321791 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22299 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29661 members 
Mstep: Class 13 contains 42490 members 
Mstep: Class 14 contains 27982 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152362 members 
Mstep: Class 20 contains 115601 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669488.000000 Penalty: 70917.242188
Iteration 169Q: 22 clusters Score -9.266949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321798 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22301 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29661 members 
Mstep: Class 13 contains 42490 members 
Mstep: Class 14 contains 27984 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152351 members 
Mstep: Class 20 contains 115601 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669456.000000 Penalty: 70917.242188
Iteration 170Q: 22 clusters Score -9.266946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321800 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22302 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29661 members 
Mstep: Class 13 contains 42490 members 
Mstep: Class 14 contains 27985 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152349 members 
Mstep: Class 20 contains 115598 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669360.000000 Penalty: 70917.242188
Iteration 171Q: 22 clusters Score -9.266936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321808 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22302 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29662 members 
Mstep: Class 13 contains 42490 members 
Mstep: Class 14 contains 27988 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152339 members 
Mstep: Class 20 contains 115596 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669424.000000 Penalty: 70917.242188
Iteration 172Q: 22 clusters Score -9.266942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321815 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22302 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29665 members 
Mstep: Class 13 contains 42489 members 
Mstep: Class 14 contains 27993 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152325 members 
Mstep: Class 20 contains 115596 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669384.000000 Penalty: 70917.242188
Iteration 173Q: 22 clusters Score -9.266938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321816 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22302 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29668 members 
Mstep: Class 13 contains 42491 members 
Mstep: Class 14 contains 28000 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152307 members 
Mstep: Class 20 contains 115602 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669464.000000 Penalty: 70917.242188
Iteration 174Q: 22 clusters Score -9.266946e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321819 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22302 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29668 members 
Mstep: Class 13 contains 42491 members 
Mstep: Class 14 contains 28006 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152297 members 
Mstep: Class 20 contains 115603 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669400.000000 Penalty: 70917.242188
Iteration 175Q: 22 clusters Score -9.26694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321824 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65300 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22302 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29668 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28008 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152283 members 
Mstep: Class 20 contains 115610 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669384.000000 Penalty: 70917.242188
Iteration 176Q: 22 clusters Score -9.266938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321826 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65300 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22302 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29668 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28009 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152275 members 
Mstep: Class 20 contains 115615 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669384.000000 Penalty: 70917.242188
Iteration 177Q: 22 clusters Score -9.266938e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321829 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65300 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22304 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28011 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152260 members 
Mstep: Class 20 contains 115621 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669368.000000 Penalty: 70917.242188
Iteration 178Q: 22 clusters Score -9.266937e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321831 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22304 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28015 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152246 members 
Mstep: Class 20 contains 115628 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669384.000000 Penalty: 70917.242188
Iteration 179Q: 22 clusters Score -9.266938e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321837 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22304 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28017 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152234 members 
Mstep: Class 20 contains 115631 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669352.000000 Penalty: 70917.242188
Iteration 180F: 22 clusters Score -9.266935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321837 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22304 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28021 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152227 members 
Mstep: Class 20 contains 115633 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669352.000000 Penalty: 70917.242188
Iteration 181Q: 22 clusters Score -9.266935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321842 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22304 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28021 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152221 members 
Mstep: Class 20 contains 115633 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669368.000000 Penalty: 70917.242188
Iteration 182Q: 22 clusters Score -9.266937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321844 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65304 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22304 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28021 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152217 members 
Mstep: Class 20 contains 115634 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669368.000000 Penalty: 70917.242188
Iteration 183Q: 22 clusters Score -9.266937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321844 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22304 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28021 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152219 members 
Mstep: Class 20 contains 115634 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669328.000000 Penalty: 70917.242188
Iteration 184Q: 22 clusters Score -9.266933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321843 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22304 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28021 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152221 members 
Mstep: Class 20 contains 115633 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669392.000000 Penalty: 70917.242188
Iteration 185Q: 22 clusters Score -9.266939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321842 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22304 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28021 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152221 members 
Mstep: Class 20 contains 115634 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669384.000000 Penalty: 70917.242188
Iteration 186Q: 22 clusters Score -9.266938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321840 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22304 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28022 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152223 members 
Mstep: Class 20 contains 115633 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669424.000000 Penalty: 70917.242188
Iteration 187Q: 22 clusters Score -9.266942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321840 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22304 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28022 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152225 members 
Mstep: Class 20 contains 115631 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669432.000000 Penalty: 70917.242188
Iteration 188Q: 22 clusters Score -9.266943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321841 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22306 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28024 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152223 members 
Mstep: Class 20 contains 115628 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669440.000000 Penalty: 70917.242188
Iteration 189Q: 22 clusters Score -9.266944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321843 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22306 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28026 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152218 members 
Mstep: Class 20 contains 115628 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669400.000000 Penalty: 70917.242188
Iteration 190Q: 22 clusters Score -9.26694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321843 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22306 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28028 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152216 members 
Mstep: Class 20 contains 115628 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669440.000000 Penalty: 70917.242188
Iteration 191Q: 22 clusters Score -9.266944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321843 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22306 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28029 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152214 members 
Mstep: Class 20 contains 115629 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669424.000000 Penalty: 70917.242188
Iteration 192Q: 22 clusters Score -9.266942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321842 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28031 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152212 members 
Mstep: Class 20 contains 115629 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669416.000000 Penalty: 70917.242188
Iteration 193Q: 22 clusters Score -9.266942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321842 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28031 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152212 members 
Mstep: Class 20 contains 115629 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669416.000000 Penalty: 70917.242188
Iteration 194Q: 22 clusters Score -9.266942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321842 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22308 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28032 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152210 members 
Mstep: Class 20 contains 115629 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669432.000000 Penalty: 70917.242188
Iteration 195Q: 22 clusters Score -9.266943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321842 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 28035 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152209 members 
Mstep: Class 20 contains 115628 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669408.000000 Penalty: 70917.242188
Iteration 196Q: 22 clusters Score -9.266941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321841 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42494 members 
Mstep: Class 14 contains 28039 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152205 members 
Mstep: Class 20 contains 115628 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669400.000000 Penalty: 70917.242188
Iteration 197Q: 22 clusters Score -9.26694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321837 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42497 members 
Mstep: Class 14 contains 28045 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152202 members 
Mstep: Class 20 contains 115627 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669416.000000 Penalty: 70917.242188
Iteration 198Q: 22 clusters Score -9.266942e+07 nChanged 12
Entering ConstructFrom: 
Score: -92669416.000000 Penalty: 70917.242188
Entering ConstructFrom: 
Trying to split cluster 1 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -331291.375000 Penalty: 1990.003418
	Iteration 0F: 2 clusters Score -331291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -328006.906250 Penalty: 3980.006836
	Iteration 0F: 3 clusters Score -328006.9 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -328935.093750 Penalty: 3980.006836
	Iteration 1F: 3 clusters Score -328935.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -329594.875000 Penalty: 3980.006836
	Iteration 2F: 3 clusters Score -329594.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -330307.343750 Penalty: 3980.006836
	Iteration 3F: 3 clusters Score -330307.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -330837.781250 Penalty: 3980.006836
	Iteration 4F: 3 clusters Score -330837.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -331147.187500 Penalty: 3980.006836
	Iteration 5F: 3 clusters Score -331147.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -331315.593750 Penalty: 3980.006836
	Iteration 6Q: 3 clusters Score -331315.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -331408.500000 Penalty: 3980.006836
	Iteration 7Q: 3 clusters Score -331408.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -331445.156250 Penalty: 3980.006836
	Iteration 8Q: 3 clusters Score -331445.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -331464.656250 Penalty: 3980.006836
	Iteration 9Q: 3 clusters Score -331464.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -331484.875000 Penalty: 3980.006836
	Iteration 10Q: 3 clusters Score -331484.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -331505.906250 Penalty: 3980.006836
	Iteration 11Q: 3 clusters Score -331505.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -331511.906250 Penalty: 3980.006836
	Iteration 12Q: 3 clusters Score -331511.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -331514.187500 Penalty: 3980.006836
	Iteration 13Q: 3 clusters Score -331514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -331523.531250 Penalty: 3980.006836
	Iteration 14Q: 3 clusters Score -331523.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -331524.625000 Penalty: 3980.006836
	Iteration 15Q: 3 clusters Score -331524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -331524.718750 Penalty: 3980.006836
	Iteration 16Q: 3 clusters Score -331524.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -331526.281250 Penalty: 3980.006836
	Iteration 17Q: 3 clusters Score -331526.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -331526.281250 Penalty: 3980.006836
	Iteration 18F: 3 clusters Score -331526.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 321834 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42498 members 
Mstep: Class 14 contains 28054 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152195 members 
Mstep: Class 20 contains 115627 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 2740 members 
Entering Unmasked Estep 
Score: -92668440.000000 Penalty: 74294.250000
Splitting cluster 1 changes total score from -92669416.000000 to -92668440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (321834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321834 members 
Entering Unmasked Estep 
Score: -36860744.000000 Penalty: 3145.084229
	Iteration 0F: 2 clusters Score -3.686074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160766 members 
Mstep: Class 2 contains 161068 members 
Entering Unmasked Estep 
Score: -36671980.000000 Penalty: 6290.168457
	Iteration 0F: 3 clusters Score -3.667198e+07 nChanged 155986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160544 members 
Mstep: Class 2 contains 161290 members 
Entering Unmasked Estep 
Score: -36763392.000000 Penalty: 6290.168457
	Iteration 1F: 3 clusters Score -3.676339e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159938 members 
Mstep: Class 2 contains 161896 members 
Entering Unmasked Estep 
Score: -36764540.000000 Penalty: 6290.168457
	Iteration 2Q: 3 clusters Score -3.676454e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158824 members 
Mstep: Class 2 contains 163010 members 
Entering Unmasked Estep 
Score: -36765752.000000 Penalty: 6290.168457
	Iteration 3Q: 3 clusters Score -3.676575e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156954 members 
Mstep: Class 2 contains 164880 members 
Entering Unmasked Estep 
Score: -36767612.000000 Penalty: 6290.168457
	Iteration 4Q: 3 clusters Score -3.676761e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153875 members 
Mstep: Class 2 contains 167959 members 
Entering Unmasked Estep 
Score: -36769580.000000 Penalty: 6290.168457
	Iteration 5Q: 3 clusters Score -3.676958e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149134 members 
Mstep: Class 2 contains 172700 members 
Entering Unmasked Estep 
Score: -36772696.000000 Penalty: 6290.168457
	Iteration 6Q: 3 clusters Score -3.67727e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141975 members 
Mstep: Class 2 contains 179859 members 
Entering Unmasked Estep 
Score: -36777064.000000 Penalty: 6290.168457
	Iteration 7Q: 3 clusters Score -3.677706e+07 nChanged 13859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131802 members 
Mstep: Class 2 contains 190032 members 
Entering Unmasked Estep 
Score: -36783792.000000 Penalty: 6290.168457
	Iteration 8Q: 3 clusters Score -3.678379e+07 nChanged 16728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117844 members 
Mstep: Class 2 contains 203990 members 
Entering Unmasked Estep 
Score: -36793680.000000 Penalty: 6290.168457
	Iteration 9F: 3 clusters Score -3.679368e+07 nChanged 19624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100148 members 
Mstep: Class 2 contains 221686 members 
Entering Unmasked Estep 
Score: -36807136.000000 Penalty: 6290.168457
	Iteration 10F: 3 clusters Score -3.680714e+07 nChanged 21320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 241632 members 
Entering Unmasked Estep 
Score: -36822860.000000 Penalty: 6290.168457
	Iteration 11F: 3 clusters Score -3.682286e+07 nChanged 20520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60462 members 
Mstep: Class 2 contains 261372 members 
Entering Unmasked Estep 
Score: -36838348.000000 Penalty: 6290.168457
	Iteration 12F: 3 clusters Score -3.683835e+07 nChanged 17487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 278459 members 
Entering Unmasked Estep 
Score: -36851488.000000 Penalty: 6290.168457
	Iteration 13F: 3 clusters Score -3.685149e+07 nChanged 14095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 292414 members 
Entering Unmasked Estep 
Score: -36859712.000000 Penalty: 6290.168457
	Iteration 14Q: 3 clusters Score -3.685971e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 302389 members 
Entering Unmasked Estep 
Score: -36862384.000000 Penalty: 6290.168457
	Iteration 15Q: 3 clusters Score -3.686238e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 308951 members 
Entering Unmasked Estep 
Score: -36862140.000000 Penalty: 6290.168457
	Iteration 16Q: 3 clusters Score -3.686214e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 313185 members 
Entering Unmasked Estep 
Score: -36861284.000000 Penalty: 6290.168457
	Iteration 17Q: 3 clusters Score -3.686128e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 315705 members 
Entering Unmasked Estep 
Score: -36860580.000000 Penalty: 6290.168457
	Iteration 18Q: 3 clusters Score -3.686058e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 317351 members 
Entering Unmasked Estep 
Score: -36860100.000000 Penalty: 6290.168457
	Iteration 19Q: 3 clusters Score -3.68601e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 318404 members 
Entering Unmasked Estep 
Score: -36859660.000000 Penalty: 6290.168457
	Iteration 20F: 3 clusters Score -3.685966e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 319104 members 
Entering Unmasked Estep 
Score: -36859676.000000 Penalty: 6290.168457
	Iteration 21Q: 3 clusters Score -3.685968e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 319593 members 
Entering Unmasked Estep 
Score: -36859380.000000 Penalty: 6290.168457
	Iteration 22Q: 3 clusters Score -3.685938e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 319900 members 
Entering Unmasked Estep 
Score: -36859204.000000 Penalty: 6290.168457
	Iteration 23Q: 3 clusters Score -3.68592e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 320123 members 
Entering Unmasked Estep 
Score: -36859104.000000 Penalty: 6290.168457
	Iteration 24Q: 3 clusters Score -3.68591e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 320269 members 
Entering Unmasked Estep 
Score: -36859076.000000 Penalty: 6290.168457
	Iteration 25Q: 3 clusters Score -3.685908e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 320366 members 
Entering Unmasked Estep 
Score: -36859076.000000 Penalty: 6290.168457
	Iteration 26Q: 3 clusters Score -3.685908e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 320435 members 
Entering Unmasked Estep 
Score: -36859008.000000 Penalty: 6290.168457
	Iteration 27Q: 3 clusters Score -3.685901e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 320489 members 
Entering Unmasked Estep 
Score: -36858924.000000 Penalty: 6290.168457
	Iteration 28Q: 3 clusters Score -3.685892e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 320537 members 
Entering Unmasked Estep 
Score: -36858956.000000 Penalty: 6290.168457
	Iteration 29Q: 3 clusters Score -3.685896e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 320588 members 
Entering Unmasked Estep 
Score: -36858924.000000 Penalty: 6290.168457
	Iteration 30Q: 3 clusters Score -3.685892e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 320625 members 
Entering Unmasked Estep 
Score: -36858936.000000 Penalty: 6290.168457
	Iteration 31Q: 3 clusters Score -3.685894e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 320644 members 
Entering Unmasked Estep 
Score: -36858916.000000 Penalty: 6290.168457
	Iteration 32Q: 3 clusters Score -3.685892e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 320661 members 
Entering Unmasked Estep 
Score: -36858920.000000 Penalty: 6290.168457
	Iteration 33Q: 3 clusters Score -3.685892e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 320684 members 
Entering Unmasked Estep 
Score: -36858896.000000 Penalty: 6290.168457
	Iteration 34Q: 3 clusters Score -3.68589e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 320703 members 
Entering Unmasked Estep 
Score: -36858892.000000 Penalty: 6290.168457
	Iteration 35Q: 3 clusters Score -3.685889e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 320711 members 
Entering Unmasked Estep 
Score: -36858900.000000 Penalty: 6290.168457
	Iteration 36Q: 3 clusters Score -3.68589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 320725 members 
Entering Unmasked Estep 
Score: -36858912.000000 Penalty: 6290.168457
	Iteration 37Q: 3 clusters Score -3.685891e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 320738 members 
Entering Unmasked Estep 
Score: -36858912.000000 Penalty: 6290.168457
	Iteration 38Q: 3 clusters Score -3.685891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 320749 members 
Entering Unmasked Estep 
Score: -36858896.000000 Penalty: 6290.168457
	Iteration 39Q: 3 clusters Score -3.68589e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 320760 members 
Entering Unmasked Estep 
Score: -36858888.000000 Penalty: 6290.168457
	Iteration 40F: 3 clusters Score -3.685889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 320773 members 
Entering Unmasked Estep 
Score: -36858880.000000 Penalty: 6290.168457
	Iteration 41Q: 3 clusters Score -3.685888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 320786 members 
Entering Unmasked Estep 
Score: -36858892.000000 Penalty: 6290.168457
	Iteration 42Q: 3 clusters Score -3.685889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 320796 members 
Entering Unmasked Estep 
Score: -36858888.000000 Penalty: 6290.168457
	Iteration 43Q: 3 clusters Score -3.685889e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 320806 members 
Entering Unmasked Estep 
Score: -36858920.000000 Penalty: 6290.168457
	Iteration 44Q: 3 clusters Score -3.685892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 320810 members 
Entering Unmasked Estep 
Score: -36858880.000000 Penalty: 6290.168457
	Iteration 45Q: 3 clusters Score -3.685888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 320816 members 
Entering Unmasked Estep 
Score: -36858876.000000 Penalty: 6290.168457
	Iteration 46Q: 3 clusters Score -3.685888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 320820 members 
Entering Unmasked Estep 
Score: -36858840.000000 Penalty: 6290.168457
	Iteration 47Q: 3 clusters Score -3.685884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 320826 members 
Entering Unmasked Estep 
Score: -36858804.000000 Penalty: 6290.168457
	Iteration 48Q: 3 clusters Score -3.68588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 320828 members 
Entering Unmasked Estep 
Score: -36858808.000000 Penalty: 6290.168457
	Iteration 49Q: 3 clusters Score -3.685881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 320828 members 
Entering Unmasked Estep 
Score: -36858804.000000 Penalty: 6290.168457
	Iteration 50Q: 3 clusters Score -3.68588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 320833 members 
Entering Unmasked Estep 
Score: -36858804.000000 Penalty: 6290.168457
	Iteration 51Q: 3 clusters Score -3.68588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 320833 members 
Entering Unmasked Estep 
Score: -36858796.000000 Penalty: 6290.168457
	Iteration 52Q: 3 clusters Score -3.68588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 320834 members 
Entering Unmasked Estep 
Score: -36858808.000000 Penalty: 6290.168457
	Iteration 53Q: 3 clusters Score -3.685881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 320835 members 
Entering Unmasked Estep 
Score: -36858804.000000 Penalty: 6290.168457
	Iteration 54Q: 3 clusters Score -3.68588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 320834 members 
Entering Unmasked Estep 
Score: -36858808.000000 Penalty: 6290.168457
	Iteration 55Q: 3 clusters Score -3.685881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 320840 members 
Entering Unmasked Estep 
Score: -36858816.000000 Penalty: 6290.168457
	Iteration 56Q: 3 clusters Score -3.685882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 320845 members 
Entering Unmasked Estep 
Score: -36858796.000000 Penalty: 6290.168457
	Iteration 57Q: 3 clusters Score -3.68588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 320850 members 
Entering Unmasked Estep 
Score: -36858804.000000 Penalty: 6290.168457
	Iteration 58Q: 3 clusters Score -3.68588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 320856 members 
Entering Unmasked Estep 
Score: -36858804.000000 Penalty: 6290.168457
	Iteration 59Q: 3 clusters Score -3.68588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 320865 members 
Entering Unmasked Estep 
Score: -36858820.000000 Penalty: 6290.168457
	Iteration 60F: 3 clusters Score -3.685882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 320871 members 
Entering Unmasked Estep 
Score: -36858820.000000 Penalty: 6290.168457
	Iteration 61Q: 3 clusters Score -3.685882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 320876 members 
Entering Unmasked Estep 
Score: -36858796.000000 Penalty: 6290.168457
	Iteration 62Q: 3 clusters Score -3.68588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 320880 members 
Entering Unmasked Estep 
Score: -36858820.000000 Penalty: 6290.168457
	Iteration 63Q: 3 clusters Score -3.685882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 320886 members 
Entering Unmasked Estep 
Score: -36858808.000000 Penalty: 6290.168457
	Iteration 64Q: 3 clusters Score -3.685881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 320889 members 
Entering Unmasked Estep 
Score: -36858792.000000 Penalty: 6290.168457
	Iteration 65Q: 3 clusters Score -3.685879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 320893 members 
Entering Unmasked Estep 
Score: -36858820.000000 Penalty: 6290.168457
	Iteration 66Q: 3 clusters Score -3.685882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 320892 members 
Entering Unmasked Estep 
Score: -36858812.000000 Penalty: 6290.168457
	Iteration 67Q: 3 clusters Score -3.685881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 320893 members 
Entering Unmasked Estep 
Score: -36858808.000000 Penalty: 6290.168457
	Iteration 68Q: 3 clusters Score -3.685881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 320893 members 
Entering Unmasked Estep 
Score: -36858820.000000 Penalty: 6290.168457
	Iteration 69Q: 3 clusters Score -3.685882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 320893 members 
Entering Unmasked Estep 
Score: -36858820.000000 Penalty: 6290.168457
	Iteration 70F: 3 clusters Score -3.685882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Entering Unmasked Estep 
Score: -1416079.750000 Penalty: 2351.282471
	Iteration 0F: 2 clusters Score -1416080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1406316.625000 Penalty: 4702.564941
	Iteration 0F: 3 clusters Score -1406317 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1409286.000000 Penalty: 4702.564941
	Iteration 1F: 3 clusters Score -1409286 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1409603.375000 Penalty: 4702.564941
	Iteration 2F: 3 clusters Score -1409603 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1409835.875000 Penalty: 4702.564941
	Iteration 3Q: 3 clusters Score -1409836 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1410026.125000 Penalty: 4702.564941
	Iteration 4Q: 3 clusters Score -1410026 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1410166.000000 Penalty: 4702.564941
	Iteration 5Q: 3 clusters Score -1410166 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1410293.125000 Penalty: 4702.564941
	Iteration 6Q: 3 clusters Score -1410293 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1410409.000000 Penalty: 4702.564941
	Iteration 7Q: 3 clusters Score -1410409 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1410502.375000 Penalty: 4702.564941
	Iteration 8Q: 3 clusters Score -1410502 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1410589.250000 Penalty: 4702.564941
	Iteration 9Q: 3 clusters Score -1410589 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1410657.125000 Penalty: 4702.564941
	Iteration 10Q: 3 clusters Score -1410657 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1410732.375000 Penalty: 4702.564941
	Iteration 11Q: 3 clusters Score -1410732 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1410822.875000 Penalty: 4702.564941
	Iteration 12Q: 3 clusters Score -1410823 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1410920.250000 Penalty: 4702.564941
	Iteration 13Q: 3 clusters Score -1410920 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1411045.500000 Penalty: 4702.564941
	Iteration 14Q: 3 clusters Score -1411046 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1411201.250000 Penalty: 4702.564941
	Iteration 15Q: 3 clusters Score -1411201 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1411413.500000 Penalty: 4702.564941
	Iteration 16Q: 3 clusters Score -1411414 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1411652.750000 Penalty: 4702.564941
	Iteration 17Q: 3 clusters Score -1411653 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1411938.375000 Penalty: 4702.564941
	Iteration 18Q: 3 clusters Score -1411938 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1412248.000000 Penalty: 4702.564941
	Iteration 19Q: 3 clusters Score -1412248 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1412543.625000 Penalty: 4702.564941
	Iteration 20F: 3 clusters Score -1412544 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1412821.125000 Penalty: 4702.564941
	Iteration 21Q: 3 clusters Score -1412821 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1413057.250000 Penalty: 4702.564941
	Iteration 22Q: 3 clusters Score -1413057 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1413236.250000 Penalty: 4702.564941
	Iteration 23Q: 3 clusters Score -1413236 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1413360.875000 Penalty: 4702.564941
	Iteration 24Q: 3 clusters Score -1413361 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1413482.750000 Penalty: 4702.564941
	Iteration 25Q: 3 clusters Score -1413483 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1413578.000000 Penalty: 4702.564941
	Iteration 26Q: 3 clusters Score -1413578 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1413660.625000 Penalty: 4702.564941
	Iteration 27Q: 3 clusters Score -1413661 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1413731.625000 Penalty: 4702.564941
	Iteration 28Q: 3 clusters Score -1413732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1413781.375000 Penalty: 4702.564941
	Iteration 29Q: 3 clusters Score -1413781 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1413827.625000 Penalty: 4702.564941
	Iteration 30Q: 3 clusters Score -1413828 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1413857.500000 Penalty: 4702.564941
	Iteration 31Q: 3 clusters Score -1413858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1413886.750000 Penalty: 4702.564941
	Iteration 32Q: 3 clusters Score -1413887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1413912.625000 Penalty: 4702.564941
	Iteration 33Q: 3 clusters Score -1413913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1413938.000000 Penalty: 4702.564941
	Iteration 34Q: 3 clusters Score -1413938 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1413961.500000 Penalty: 4702.564941
	Iteration 35Q: 3 clusters Score -1413962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1413979.250000 Penalty: 4702.564941
	Iteration 36Q: 3 clusters Score -1413979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1413994.875000 Penalty: 4702.564941
	Iteration 37Q: 3 clusters Score -1413995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1414009.750000 Penalty: 4702.564941
	Iteration 38Q: 3 clusters Score -1414010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1414015.625000 Penalty: 4702.564941
	Iteration 39Q: 3 clusters Score -1414016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1414023.875000 Penalty: 4702.564941
	Iteration 40F: 3 clusters Score -1414024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1414029.125000 Penalty: 4702.564941
	Iteration 41Q: 3 clusters Score -1414029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1414034.250000 Penalty: 4702.564941
	Iteration 42Q: 3 clusters Score -1414034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1414041.750000 Penalty: 4702.564941
	Iteration 43Q: 3 clusters Score -1414042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1414043.375000 Penalty: 4702.564941
	Iteration 44Q: 3 clusters Score -1414043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1414052.125000 Penalty: 4702.564941
	Iteration 45Q: 3 clusters Score -1414052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1414056.875000 Penalty: 4702.564941
	Iteration 46Q: 3 clusters Score -1414057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1414064.125000 Penalty: 4702.564941
	Iteration 47Q: 3 clusters Score -1414064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1414070.125000 Penalty: 4702.564941
	Iteration 48Q: 3 clusters Score -1414070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1414076.750000 Penalty: 4702.564941
	Iteration 49Q: 3 clusters Score -1414077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1414080.750000 Penalty: 4702.564941
	Iteration 50Q: 3 clusters Score -1414081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1414085.250000 Penalty: 4702.564941
	Iteration 51Q: 3 clusters Score -1414085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1414085.625000 Penalty: 4702.564941
	Iteration 52Q: 3 clusters Score -1414086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1414087.625000 Penalty: 4702.564941
	Iteration 53Q: 3 clusters Score -1414088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1414084.625000 Penalty: 4702.564941
	Iteration 54Q: 3 clusters Score -1414085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1414089.000000 Penalty: 4702.564941
	Iteration 55Q: 3 clusters Score -1414089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1414088.125000 Penalty: 4702.564941
	Iteration 56Q: 3 clusters Score -1414088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1414091.000000 Penalty: 4702.564941
	Iteration 57Q: 3 clusters Score -1414091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1414090.625000 Penalty: 4702.564941
	Iteration 58Q: 3 clusters Score -1414091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1414094.875000 Penalty: 4702.564941
	Iteration 59Q: 3 clusters Score -1414095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1414096.000000 Penalty: 4702.564941
	Iteration 60F: 3 clusters Score -1414096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1414095.500000 Penalty: 4702.564941
	Iteration 61Q: 3 clusters Score -1414096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1414096.000000 Penalty: 4702.564941
	Iteration 62Q: 3 clusters Score -1414096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1414095.625000 Penalty: 4702.564941
	Iteration 63Q: 3 clusters Score -1414096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1414096.500000 Penalty: 4702.564941
	Iteration 64Q: 3 clusters Score -1414096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1414096.500000 Penalty: 4702.564941
	Iteration 65F: 3 clusters Score -1414096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -63464.187500 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -63464.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61904.652344 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -61904.65 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62145.582031 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -62145.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62220.753906 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -62220.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62274.781250 Penalty: 3176.993408
	Iteration 3Q: 3 clusters Score -62274.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62299.921875 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -62299.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62314.050781 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -62314.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62319.964844 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -62319.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62328.875000 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -62328.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62334.500000 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -62334.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62348.406250 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -62348.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62372.453125 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -62372.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62394.914062 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -62394.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62401.871094 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -62401.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62407.050781 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -62407.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62422.621094 Penalty: 3176.993408
	Iteration 14Q: 3 clusters Score -62422.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62439.804688 Penalty: 3176.993408
	Iteration 15Q: 3 clusters Score -62439.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62473.242188 Penalty: 3176.993408
	Iteration 16Q: 3 clusters Score -62473.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62478.195312 Penalty: 3176.993408
	Iteration 17Q: 3 clusters Score -62478.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62481.703125 Penalty: 3176.993408
	Iteration 18Q: 3 clusters Score -62481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62483.945312 Penalty: 3176.993408
	Iteration 19Q: 3 clusters Score -62483.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62485.597656 Penalty: 3176.993408
	Iteration 20F: 3 clusters Score -62485.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -78637.382812 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -78637.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76874.257812 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -76874.26 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77093.640625 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -77093.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77223.289062 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -77223.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77431.140625 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -77431.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -77545.757812 Penalty: 3293.378418
	Iteration 4F: 3 clusters Score -77545.76 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77767.132812 Penalty: 3293.378418
	Iteration 5F: 3 clusters Score -77767.13 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -78140.742188 Penalty: 3293.378418
	Iteration 6F: 3 clusters Score -78140.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78258.664062 Penalty: 3293.378418
	Iteration 7F: 3 clusters Score -78258.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78318.898438 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -78318.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -78386.414062 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -78386.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -78436.296875 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -78436.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -78470.054688 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -78470.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78517.468750 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -78517.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -78560.093750 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -78560.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -78572.195312 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -78572.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -78574.531250 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -78574.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -78575.953125 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -78575.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -78578.742188 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -78578.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -78578.742188 Penalty: 3293.378418
	Iteration 18F: 3 clusters Score -78578.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -65581.679688 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -65581.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63965.652344 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -63965.65 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64109.320312 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -64109.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64178.968750 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -64178.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64225.269531 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -64225.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64248.835938 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -64248.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64264.902344 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -64264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64266.484375 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -64266.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64268.171875 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -64268.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64270.566406 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -64270.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64274.062500 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -64274.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64274.062500 Penalty: 3169.559326
	Iteration 10F: 3 clusters Score -64274.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Entering Unmasked Estep 
Score: -7573519.000000 Penalty: 2749.520752
	Iteration 0F: 2 clusters Score -7573519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -7529800.500000 Penalty: 5499.041504
	Iteration 0F: 3 clusters Score -7529800 nChanged 30371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -7546713.500000 Penalty: 5499.041504
	Iteration 1F: 3 clusters Score -7546714 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -7547367.500000 Penalty: 5499.041504
	Iteration 2Q: 3 clusters Score -7547368 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -7548035.000000 Penalty: 5499.041504
	Iteration 3Q: 3 clusters Score -7548035 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -7548872.000000 Penalty: 5499.041504
	Iteration 4Q: 3 clusters Score -7548872 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -7550197.000000 Penalty: 5499.041504
	Iteration 5Q: 3 clusters Score -7550197 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -7552320.000000 Penalty: 5499.041504
	Iteration 6F: 3 clusters Score -7552320 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -7555605.000000 Penalty: 5499.041504
	Iteration 7F: 3 clusters Score -7555605 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -7559974.000000 Penalty: 5499.041504
	Iteration 8F: 3 clusters Score -7559974 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -7564311.500000 Penalty: 5499.041504
	Iteration 9F: 3 clusters Score -7564312 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -7567645.500000 Penalty: 5499.041504
	Iteration 10F: 3 clusters Score -7567646 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -7569568.500000 Penalty: 5499.041504
	Iteration 11Q: 3 clusters Score -7569568 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -7570474.500000 Penalty: 5499.041504
	Iteration 12Q: 3 clusters Score -7570474 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -7570879.500000 Penalty: 5499.041504
	Iteration 13Q: 3 clusters Score -7570880 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -7571056.500000 Penalty: 5499.041504
	Iteration 14Q: 3 clusters Score -7571056 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -7571138.000000 Penalty: 5499.041504
	Iteration 15Q: 3 clusters Score -7571138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -7571169.500000 Penalty: 5499.041504
	Iteration 16Q: 3 clusters Score -7571170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -7571205.500000 Penalty: 5499.041504
	Iteration 17Q: 3 clusters Score -7571206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -7571234.000000 Penalty: 5499.041504
	Iteration 18Q: 3 clusters Score -7571234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -7571245.500000 Penalty: 5499.041504
	Iteration 19Q: 3 clusters Score -7571246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -7571250.000000 Penalty: 5499.041504
	Iteration 20F: 3 clusters Score -7571250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -7571260.000000 Penalty: 5499.041504
	Iteration 21Q: 3 clusters Score -7571260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -7571264.000000 Penalty: 5499.041504
	Iteration 22Q: 3 clusters Score -7571264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -7571266.500000 Penalty: 5499.041504
	Iteration 23Q: 3 clusters Score -7571266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -7571272.000000 Penalty: 5499.041504
	Iteration 24Q: 3 clusters Score -7571272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -7571275.000000 Penalty: 5499.041504
	Iteration 25Q: 3 clusters Score -7571275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -7571275.500000 Penalty: 5499.041504
	Iteration 26Q: 3 clusters Score -7571276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -7571275.500000 Penalty: 5499.041504
	Iteration 27F: 3 clusters Score -7571276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -285286.750000 Penalty: 1937.268921
	Iteration 0F: 2 clusters Score -285286.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -282331.593750 Penalty: 3874.537842
	Iteration 0F: 3 clusters Score -282331.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -282908.125000 Penalty: 3874.537842
	Iteration 1F: 3 clusters Score -282908.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -283061.687500 Penalty: 3874.537842
	Iteration 2F: 3 clusters Score -283061.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -283133.937500 Penalty: 3874.537842
	Iteration 3Q: 3 clusters Score -283133.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -283181.687500 Penalty: 3874.537842
	Iteration 4Q: 3 clusters Score -283181.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -283210.562500 Penalty: 3874.537842
	Iteration 5Q: 3 clusters Score -283210.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -283233.250000 Penalty: 3874.537842
	Iteration 6Q: 3 clusters Score -283233.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -283248.593750 Penalty: 3874.537842
	Iteration 7Q: 3 clusters Score -283248.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -283259.437500 Penalty: 3874.537842
	Iteration 8Q: 3 clusters Score -283259.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -283274.343750 Penalty: 3874.537842
	Iteration 9Q: 3 clusters Score -283274.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -283284.062500 Penalty: 3874.537842
	Iteration 10Q: 3 clusters Score -283284.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -283286.875000 Penalty: 3874.537842
	Iteration 11Q: 3 clusters Score -283286.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -283294.343750 Penalty: 3874.537842
	Iteration 12Q: 3 clusters Score -283294.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -283299.500000 Penalty: 3874.537842
	Iteration 13Q: 3 clusters Score -283299.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -283304.312500 Penalty: 3874.537842
	Iteration 14Q: 3 clusters Score -283304.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -283309.968750 Penalty: 3874.537842
	Iteration 15Q: 3 clusters Score -283310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -283321.250000 Penalty: 3874.537842
	Iteration 16Q: 3 clusters Score -283321.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -283326.156250 Penalty: 3874.537842
	Iteration 17Q: 3 clusters Score -283326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -283330.843750 Penalty: 3874.537842
	Iteration 18Q: 3 clusters Score -283330.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -283337.187500 Penalty: 3874.537842
	Iteration 19Q: 3 clusters Score -283337.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -283344.937500 Penalty: 3874.537842
	Iteration 20F: 3 clusters Score -283344.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -283352.312500 Penalty: 3874.537842
	Iteration 21Q: 3 clusters Score -283352.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -283359.125000 Penalty: 3874.537842
	Iteration 22Q: 3 clusters Score -283359.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -283368.000000 Penalty: 3874.537842
	Iteration 23Q: 3 clusters Score -283368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -283374.375000 Penalty: 3874.537842
	Iteration 24Q: 3 clusters Score -283374.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -283379.031250 Penalty: 3874.537842
	Iteration 25Q: 3 clusters Score -283379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -283381.687500 Penalty: 3874.537842
	Iteration 26Q: 3 clusters Score -283381.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -283384.593750 Penalty: 3874.537842
	Iteration 27Q: 3 clusters Score -283384.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -283388.281250 Penalty: 3874.537842
	Iteration 28Q: 3 clusters Score -283388.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -283389.812500 Penalty: 3874.537842
	Iteration 29Q: 3 clusters Score -283389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -283391.687500 Penalty: 3874.537842
	Iteration 30Q: 3 clusters Score -283391.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -283393.718750 Penalty: 3874.537842
	Iteration 31Q: 3 clusters Score -283393.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -283397.125000 Penalty: 3874.537842
	Iteration 32Q: 3 clusters Score -283397.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -283399.812500 Penalty: 3874.537842
	Iteration 33Q: 3 clusters Score -283399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -283400.062500 Penalty: 3874.537842
	Iteration 34Q: 3 clusters Score -283400.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -283400.406250 Penalty: 3874.537842
	Iteration 35Q: 3 clusters Score -283400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -283400.406250 Penalty: 3874.537842
	Iteration 36F: 3 clusters Score -283400.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -110254.414062 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -110254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -108245.218750 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -108245.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -108939.617188 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -108939.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -109831.531250 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -109831.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -110921.906250 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -110921.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -111681.609375 Penalty: 3480.238281
	Iteration 4F: 3 clusters Score -111681.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -111826.898438 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -111826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -111886.054688 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -111886.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -111910.289062 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -111910.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -111927.656250 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -111927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -111935.593750 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -111935.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -111959.773438 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -111959.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -112025.726562 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -112025.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -112137.289062 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -112137.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -112216.476562 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -112216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -112223.554688 Penalty: 3480.238281
	Iteration 14Q: 3 clusters Score -112223.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -112223.554688 Penalty: 3480.238281
	Iteration 15F: 3 clusters Score -112223.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321834 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42498 members 
Mstep: Class 14 contains 28054 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152195 members 
Mstep: Class 20 contains 115627 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 735 members 
Entering Unmasked Estep 
Score: -92669864.000000 Penalty: 74294.250000
Splitting cluster 9 changes total score from -92669416.000000 to -92669864.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (22307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Entering Unmasked Estep 
Score: -2616451.000000 Penalty: 2483.138672
	Iteration 0F: 2 clusters Score -2616451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2600940.750000 Penalty: 4966.277344
	Iteration 0F: 3 clusters Score -2600941 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2606093.000000 Penalty: 4966.277344
	Iteration 1F: 3 clusters Score -2606093 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2606458.500000 Penalty: 4966.277344
	Iteration 2Q: 3 clusters Score -2606458 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2606730.750000 Penalty: 4966.277344
	Iteration 3Q: 3 clusters Score -2606731 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2606962.750000 Penalty: 4966.277344
	Iteration 4Q: 3 clusters Score -2606963 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2607222.500000 Penalty: 4966.277344
	Iteration 5Q: 3 clusters Score -2607222 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2607457.000000 Penalty: 4966.277344
	Iteration 6Q: 3 clusters Score -2607457 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2607763.250000 Penalty: 4966.277344
	Iteration 7Q: 3 clusters Score -2607763 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2608193.500000 Penalty: 4966.277344
	Iteration 8Q: 3 clusters Score -2608194 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2608770.500000 Penalty: 4966.277344
	Iteration 9Q: 3 clusters Score -2608770 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2609579.500000 Penalty: 4966.277344
	Iteration 10F: 3 clusters Score -2609580 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2610720.000000 Penalty: 4966.277344
	Iteration 11F: 3 clusters Score -2610720 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2612073.750000 Penalty: 4966.277344
	Iteration 12F: 3 clusters Score -2612074 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2613499.000000 Penalty: 4966.277344
	Iteration 13F: 3 clusters Score -2613499 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2614513.250000 Penalty: 4966.277344
	Iteration 14F: 3 clusters Score -2614513 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2615009.500000 Penalty: 4966.277344
	Iteration 15Q: 3 clusters Score -2615010 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2615230.500000 Penalty: 4966.277344
	Iteration 16Q: 3 clusters Score -2615230 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2615358.250000 Penalty: 4966.277344
	Iteration 17Q: 3 clusters Score -2615358 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2615394.000000 Penalty: 4966.277344
	Iteration 18Q: 3 clusters Score -2615394 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2615412.250000 Penalty: 4966.277344
	Iteration 19Q: 3 clusters Score -2615412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2615411.750000 Penalty: 4966.277344
	Iteration 20F: 3 clusters Score -2615412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2615415.000000 Penalty: 4966.277344
	Iteration 21Q: 3 clusters Score -2615415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2615410.250000 Penalty: 4966.277344
	Iteration 22Q: 3 clusters Score -2615410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2615425.000000 Penalty: 4966.277344
	Iteration 23Q: 3 clusters Score -2615425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2615423.250000 Penalty: 4966.277344
	Iteration 24Q: 3 clusters Score -2615423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2615426.250000 Penalty: 4966.277344
	Iteration 25Q: 3 clusters Score -2615426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2615423.250000 Penalty: 4966.277344
	Iteration 26Q: 3 clusters Score -2615423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2615421.750000 Penalty: 4966.277344
	Iteration 27Q: 3 clusters Score -2615422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2615419.500000 Penalty: 4966.277344
	Iteration 28Q: 3 clusters Score -2615420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2615418.250000 Penalty: 4966.277344
	Iteration 29Q: 3 clusters Score -2615418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2615419.750000 Penalty: 4966.277344
	Iteration 30Q: 3 clusters Score -2615420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2615418.250000 Penalty: 4966.277344
	Iteration 31Q: 3 clusters Score -2615418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2615419.750000 Penalty: 4966.277344
	Iteration 32Q: 3 clusters Score -2615420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2615418.000000 Penalty: 4966.277344
	Iteration 33Q: 3 clusters Score -2615418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2615418.500000 Penalty: 4966.277344
	Iteration 34Q: 3 clusters Score -2615418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2615414.500000 Penalty: 4966.277344
	Iteration 35Q: 3 clusters Score -2615414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2615421.500000 Penalty: 4966.277344
	Iteration 36Q: 3 clusters Score -2615422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2615420.000000 Penalty: 4966.277344
	Iteration 37Q: 3 clusters Score -2615420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2615421.000000 Penalty: 4966.277344
	Iteration 38Q: 3 clusters Score -2615421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2615424.750000 Penalty: 4966.277344
	Iteration 39Q: 3 clusters Score -2615425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2615428.750000 Penalty: 4966.277344
	Iteration 40F: 3 clusters Score -2615429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2615426.250000 Penalty: 4966.277344
	Iteration 41Q: 3 clusters Score -2615426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2615426.500000 Penalty: 4966.277344
	Iteration 42Q: 3 clusters Score -2615426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2615422.250000 Penalty: 4966.277344
	Iteration 43Q: 3 clusters Score -2615422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2615426.500000 Penalty: 4966.277344
	Iteration 44Q: 3 clusters Score -2615426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2615425.750000 Penalty: 4966.277344
	Iteration 45Q: 3 clusters Score -2615426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2615428.750000 Penalty: 4966.277344
	Iteration 46Q: 3 clusters Score -2615429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2615430.250000 Penalty: 4966.277344
	Iteration 47Q: 3 clusters Score -2615430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2615430.250000 Penalty: 4966.277344
	Iteration 48F: 3 clusters Score -2615430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Entering Unmasked Estep 
Score: -635482.500000 Penalty: 2139.837402
	Iteration 0F: 2 clusters Score -635482.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -630624.000000 Penalty: 4279.674805
	Iteration 0F: 3 clusters Score -630624 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -631835.062500 Penalty: 4279.674805
	Iteration 1F: 3 clusters Score -631835.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -632064.687500 Penalty: 4279.674805
	Iteration 2F: 3 clusters Score -632064.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -632191.937500 Penalty: 4279.674805
	Iteration 3Q: 3 clusters Score -632191.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -632275.062500 Penalty: 4279.674805
	Iteration 4Q: 3 clusters Score -632275.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -632320.562500 Penalty: 4279.674805
	Iteration 5Q: 3 clusters Score -632320.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -632356.000000 Penalty: 4279.674805
	Iteration 6Q: 3 clusters Score -632356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -632385.812500 Penalty: 4279.674805
	Iteration 7Q: 3 clusters Score -632385.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -632417.937500 Penalty: 4279.674805
	Iteration 8Q: 3 clusters Score -632417.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -632446.312500 Penalty: 4279.674805
	Iteration 9Q: 3 clusters Score -632446.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -632477.312500 Penalty: 4279.674805
	Iteration 10Q: 3 clusters Score -632477.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -632493.937500 Penalty: 4279.674805
	Iteration 11Q: 3 clusters Score -632493.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -632501.187500 Penalty: 4279.674805
	Iteration 12Q: 3 clusters Score -632501.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -632507.875000 Penalty: 4279.674805
	Iteration 13Q: 3 clusters Score -632507.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -632519.875000 Penalty: 4279.674805
	Iteration 14Q: 3 clusters Score -632519.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -632528.625000 Penalty: 4279.674805
	Iteration 15Q: 3 clusters Score -632528.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -632533.812500 Penalty: 4279.674805
	Iteration 16Q: 3 clusters Score -632533.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -632540.437500 Penalty: 4279.674805
	Iteration 17Q: 3 clusters Score -632540.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -632544.437500 Penalty: 4279.674805
	Iteration 18Q: 3 clusters Score -632544.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -632550.625000 Penalty: 4279.674805
	Iteration 19Q: 3 clusters Score -632550.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -632554.187500 Penalty: 4279.674805
	Iteration 20F: 3 clusters Score -632554.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -632559.312500 Penalty: 4279.674805
	Iteration 21Q: 3 clusters Score -632559.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -632563.687500 Penalty: 4279.674805
	Iteration 22Q: 3 clusters Score -632563.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -632565.375000 Penalty: 4279.674805
	Iteration 23Q: 3 clusters Score -632565.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -632570.812500 Penalty: 4279.674805
	Iteration 24Q: 3 clusters Score -632570.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -632572.687500 Penalty: 4279.674805
	Iteration 25Q: 3 clusters Score -632572.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -632575.062500 Penalty: 4279.674805
	Iteration 26Q: 3 clusters Score -632575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -632574.687500 Penalty: 4279.674805
	Iteration 27Q: 3 clusters Score -632574.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -632575.937500 Penalty: 4279.674805
	Iteration 28Q: 3 clusters Score -632575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -632575.125000 Penalty: 4279.674805
	Iteration 29Q: 3 clusters Score -632575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -632575.312500 Penalty: 4279.674805
	Iteration 30Q: 3 clusters Score -632575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -632575.375000 Penalty: 4279.674805
	Iteration 31Q: 3 clusters Score -632575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -632574.437500 Penalty: 4279.674805
	Iteration 32Q: 3 clusters Score -632574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -632574.875000 Penalty: 4279.674805
	Iteration 33Q: 3 clusters Score -632574.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -632574.875000 Penalty: 4279.674805
	Iteration 34F: 3 clusters Score -632574.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Entering Unmasked Estep 
Score: -3486175.000000 Penalty: 2553.868896
	Iteration 0F: 2 clusters Score -3486175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -3465799.000000 Penalty: 5107.737793
	Iteration 0F: 3 clusters Score -3465799 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3473047.250000 Penalty: 5107.737793
	Iteration 1F: 3 clusters Score -3473047 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3473652.500000 Penalty: 5107.737793
	Iteration 2F: 3 clusters Score -3473652 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -3474196.500000 Penalty: 5107.737793
	Iteration 3Q: 3 clusters Score -3474196 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3474762.000000 Penalty: 5107.737793
	Iteration 4Q: 3 clusters Score -3474762 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3475481.500000 Penalty: 5107.737793
	Iteration 5Q: 3 clusters Score -3475482 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -3476430.000000 Penalty: 5107.737793
	Iteration 6F: 3 clusters Score -3476430 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3477737.500000 Penalty: 5107.737793
	Iteration 7F: 3 clusters Score -3477738 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3479220.500000 Penalty: 5107.737793
	Iteration 8F: 3 clusters Score -3479220 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3480659.500000 Penalty: 5107.737793
	Iteration 9F: 3 clusters Score -3480660 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3481852.750000 Penalty: 5107.737793
	Iteration 10Q: 3 clusters Score -3481853 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3482647.250000 Penalty: 5107.737793
	Iteration 11Q: 3 clusters Score -3482647 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -3483171.750000 Penalty: 5107.737793
	Iteration 12Q: 3 clusters Score -3483172 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -3483470.250000 Penalty: 5107.737793
	Iteration 13Q: 3 clusters Score -3483470 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -3483637.750000 Penalty: 5107.737793
	Iteration 14Q: 3 clusters Score -3483638 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -3483748.750000 Penalty: 5107.737793
	Iteration 15Q: 3 clusters Score -3483749 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -3483831.250000 Penalty: 5107.737793
	Iteration 16Q: 3 clusters Score -3483831 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -3483870.000000 Penalty: 5107.737793
	Iteration 17Q: 3 clusters Score -3483870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -3483900.000000 Penalty: 5107.737793
	Iteration 18Q: 3 clusters Score -3483900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3483927.500000 Penalty: 5107.737793
	Iteration 19Q: 3 clusters Score -3483928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -3483952.750000 Penalty: 5107.737793
	Iteration 20F: 3 clusters Score -3483953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3483957.500000 Penalty: 5107.737793
	Iteration 21Q: 3 clusters Score -3483958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3483960.000000 Penalty: 5107.737793
	Iteration 22Q: 3 clusters Score -3483960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3483962.500000 Penalty: 5107.737793
	Iteration 23Q: 3 clusters Score -3483962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -3483967.000000 Penalty: 5107.737793
	Iteration 24Q: 3 clusters Score -3483967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -3483971.250000 Penalty: 5107.737793
	Iteration 25Q: 3 clusters Score -3483971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -3483973.250000 Penalty: 5107.737793
	Iteration 26Q: 3 clusters Score -3483973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -3483972.750000 Penalty: 5107.737793
	Iteration 27Q: 3 clusters Score -3483973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -3483976.250000 Penalty: 5107.737793
	Iteration 28Q: 3 clusters Score -3483976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -3483985.250000 Penalty: 5107.737793
	Iteration 29Q: 3 clusters Score -3483985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3483994.000000 Penalty: 5107.737793
	Iteration 30Q: 3 clusters Score -3483994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -3483997.000000 Penalty: 5107.737793
	Iteration 31Q: 3 clusters Score -3483997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -3484003.250000 Penalty: 5107.737793
	Iteration 32Q: 3 clusters Score -3484003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3484006.500000 Penalty: 5107.737793
	Iteration 33Q: 3 clusters Score -3484006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -3484010.000000 Penalty: 5107.737793
	Iteration 34Q: 3 clusters Score -3484010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -3484010.750000 Penalty: 5107.737793
	Iteration 35Q: 3 clusters Score -3484011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -3484014.750000 Penalty: 5107.737793
	Iteration 36Q: 3 clusters Score -3484015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -3484014.750000 Penalty: 5107.737793
	Iteration 37F: 3 clusters Score -3484015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Entering Unmasked Estep 
Score: -4785390.500000 Penalty: 2642.988525
	Iteration 0F: 2 clusters Score -4785390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -4756850.500000 Penalty: 5285.977051
	Iteration 0F: 3 clusters Score -4756850 nChanged 19402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -4767201.500000 Penalty: 5285.977051
	Iteration 1F: 3 clusters Score -4767202 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -4767622.500000 Penalty: 5285.977051
	Iteration 2Q: 3 clusters Score -4767622 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -4768021.000000 Penalty: 5285.977051
	Iteration 3Q: 3 clusters Score -4768021 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -4768419.000000 Penalty: 5285.977051
	Iteration 4Q: 3 clusters Score -4768419 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -4768822.500000 Penalty: 5285.977051
	Iteration 5Q: 3 clusters Score -4768822 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -4769242.500000 Penalty: 5285.977051
	Iteration 6Q: 3 clusters Score -4769242 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -4769848.000000 Penalty: 5285.977051
	Iteration 7Q: 3 clusters Score -4769848 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -4770740.000000 Penalty: 5285.977051
	Iteration 8Q: 3 clusters Score -4770740 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4772078.000000 Penalty: 5285.977051
	Iteration 9F: 3 clusters Score -4772078 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -4773924.500000 Penalty: 5285.977051
	Iteration 10F: 3 clusters Score -4773924 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -4776057.000000 Penalty: 5285.977051
	Iteration 11F: 3 clusters Score -4776057 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -4778227.500000 Penalty: 5285.977051
	Iteration 12F: 3 clusters Score -4778228 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4779969.000000 Penalty: 5285.977051
	Iteration 13Q: 3 clusters Score -4779969 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -4781184.500000 Penalty: 5285.977051
	Iteration 14Q: 3 clusters Score -4781184 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -4781933.500000 Penalty: 5285.977051
	Iteration 15Q: 3 clusters Score -4781934 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -4782402.000000 Penalty: 5285.977051
	Iteration 16Q: 3 clusters Score -4782402 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -4782662.000000 Penalty: 5285.977051
	Iteration 17Q: 3 clusters Score -4782662 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -4782849.000000 Penalty: 5285.977051
	Iteration 18Q: 3 clusters Score -4782849 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -4782956.500000 Penalty: 5285.977051
	Iteration 19Q: 3 clusters Score -4782956 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -4783029.500000 Penalty: 5285.977051
	Iteration 20F: 3 clusters Score -4783030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -4783089.500000 Penalty: 5285.977051
	Iteration 21Q: 3 clusters Score -4783090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -4783140.000000 Penalty: 5285.977051
	Iteration 22Q: 3 clusters Score -4783140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -4783162.500000 Penalty: 5285.977051
	Iteration 23Q: 3 clusters Score -4783162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -4783186.500000 Penalty: 5285.977051
	Iteration 24Q: 3 clusters Score -4783186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -4783198.500000 Penalty: 5285.977051
	Iteration 25Q: 3 clusters Score -4783198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -4783215.000000 Penalty: 5285.977051
	Iteration 26Q: 3 clusters Score -4783215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -4783230.500000 Penalty: 5285.977051
	Iteration 27Q: 3 clusters Score -4783230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -4783244.000000 Penalty: 5285.977051
	Iteration 28Q: 3 clusters Score -4783244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -4783244.500000 Penalty: 5285.977051
	Iteration 29Q: 3 clusters Score -4783244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -4783250.000000 Penalty: 5285.977051
	Iteration 30Q: 3 clusters Score -4783250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -4783254.500000 Penalty: 5285.977051
	Iteration 31Q: 3 clusters Score -4783254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -4783255.000000 Penalty: 5285.977051
	Iteration 32Q: 3 clusters Score -4783255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -4783261.000000 Penalty: 5285.977051
	Iteration 33Q: 3 clusters Score -4783261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -4783267.500000 Penalty: 5285.977051
	Iteration 34Q: 3 clusters Score -4783268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -4783266.500000 Penalty: 5285.977051
	Iteration 35Q: 3 clusters Score -4783266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -4783266.500000 Penalty: 5285.977051
	Iteration 36Q: 3 clusters Score -4783266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -4783268.500000 Penalty: 5285.977051
	Iteration 37Q: 3 clusters Score -4783268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -4783269.000000 Penalty: 5285.977051
	Iteration 38Q: 3 clusters Score -4783269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -4783268.000000 Penalty: 5285.977051
	Iteration 39Q: 3 clusters Score -4783268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -4783270.000000 Penalty: 5285.977051
	Iteration 40F: 3 clusters Score -4783270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -4783268.500000 Penalty: 5285.977051
	Iteration 41Q: 3 clusters Score -4783268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -4783272.500000 Penalty: 5285.977051
	Iteration 42Q: 3 clusters Score -4783272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -4783280.000000 Penalty: 5285.977051
	Iteration 43Q: 3 clusters Score -4783280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -4783275.500000 Penalty: 5285.977051
	Iteration 44Q: 3 clusters Score -4783276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -4783275.500000 Penalty: 5285.977051
	Iteration 45F: 3 clusters Score -4783276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Entering Unmasked Estep 
Score: -3275848.250000 Penalty: 2539.987793
	Iteration 0F: 2 clusters Score -3275848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3256501.750000 Penalty: 5079.975586
	Iteration 0F: 3 clusters Score -3256502 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3263555.500000 Penalty: 5079.975586
	Iteration 1F: 3 clusters Score -3263556 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3264206.250000 Penalty: 5079.975586
	Iteration 2F: 3 clusters Score -3264206 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3264851.500000 Penalty: 5079.975586
	Iteration 3F: 3 clusters Score -3264852 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3265510.000000 Penalty: 5079.975586
	Iteration 4F: 3 clusters Score -3265510 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3266214.500000 Penalty: 5079.975586
	Iteration 5Q: 3 clusters Score -3266214 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3266988.250000 Penalty: 5079.975586
	Iteration 6F: 3 clusters Score -3266988 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3267891.750000 Penalty: 5079.975586
	Iteration 7F: 3 clusters Score -3267892 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3268898.250000 Penalty: 5079.975586
	Iteration 8F: 3 clusters Score -3268898 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3269974.750000 Penalty: 5079.975586
	Iteration 9F: 3 clusters Score -3269975 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3270973.500000 Penalty: 5079.975586
	Iteration 10Q: 3 clusters Score -3270974 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -3271897.250000 Penalty: 5079.975586
	Iteration 11Q: 3 clusters Score -3271897 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3272871.500000 Penalty: 5079.975586
	Iteration 12Q: 3 clusters Score -3272872 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3274008.750000 Penalty: 5079.975586
	Iteration 13Q: 3 clusters Score -3274009 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3275179.500000 Penalty: 5079.975586
	Iteration 14Q: 3 clusters Score -3275180 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3275851.000000 Penalty: 5079.975586
	Iteration 15Q: 3 clusters Score -3275851 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3276110.750000 Penalty: 5079.975586
	Iteration 16Q: 3 clusters Score -3276111 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3276215.250000 Penalty: 5079.975586
	Iteration 17Q: 3 clusters Score -3276215 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3276254.000000 Penalty: 5079.975586
	Iteration 18Q: 3 clusters Score -3276254 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -3276275.750000 Penalty: 5079.975586
	Iteration 19Q: 3 clusters Score -3276276 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3276273.250000 Penalty: 5079.975586
	Iteration 20F: 3 clusters Score -3276273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3276284.000000 Penalty: 5079.975586
	Iteration 21Q: 3 clusters Score -3276284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3276285.250000 Penalty: 5079.975586
	Iteration 22Q: 3 clusters Score -3276285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3276291.000000 Penalty: 5079.975586
	Iteration 23Q: 3 clusters Score -3276291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3276294.000000 Penalty: 5079.975586
	Iteration 24Q: 3 clusters Score -3276294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3276296.000000 Penalty: 5079.975586
	Iteration 25Q: 3 clusters Score -3276296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3276292.750000 Penalty: 5079.975586
	Iteration 26Q: 3 clusters Score -3276293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3276293.750000 Penalty: 5079.975586
	Iteration 27Q: 3 clusters Score -3276294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3276295.500000 Penalty: 5079.975586
	Iteration 28Q: 3 clusters Score -3276296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3276298.250000 Penalty: 5079.975586
	Iteration 29Q: 3 clusters Score -3276298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3276296.750000 Penalty: 5079.975586
	Iteration 30Q: 3 clusters Score -3276297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3276296.750000 Penalty: 5079.975586
	Iteration 31F: 3 clusters Score -3276297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321834 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42498 members 
Mstep: Class 14 contains 14581 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152195 members 
Mstep: Class 20 contains 115627 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 735 members 
Mstep: Class 23 contains 13473 members 
Entering Unmasked Estep 
Score: -92669416.000000 Penalty: 77671.265625
Splitting cluster 14 changes total score from -92669416.000000 to -92669416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -494434.781250 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -494434.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -490380.656250 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -490380.7 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -491280.187500 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -491280.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -491455.218750 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -491455.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -491613.093750 Penalty: 4151.676758
	Iteration 3Q: 3 clusters Score -491613.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -491754.531250 Penalty: 4151.676758
	Iteration 4Q: 3 clusters Score -491754.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -491920.593750 Penalty: 4151.676758
	Iteration 5Q: 3 clusters Score -491920.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -492104.218750 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -492104.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -492346.593750 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -492346.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -492614.968750 Penalty: 4151.676758
	Iteration 8F: 3 clusters Score -492615 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -492990.656250 Penalty: 4151.676758
	Iteration 9F: 3 clusters Score -492990.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -493637.750000 Penalty: 4151.676758
	Iteration 10F: 3 clusters Score -493637.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -494507.562500 Penalty: 4151.676758
	Iteration 11F: 3 clusters Score -494507.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -495141.687500 Penalty: 4151.676758
	Iteration 12F: 3 clusters Score -495141.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -495311.843750 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -495311.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -495336.312500 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -495336.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -495346.000000 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -495346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -495351.531250 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -495351.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -495353.812500 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -495353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -495354.781250 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -495354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -495355.218750 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -495355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -495355.406250 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -495355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -495355.125000 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -495355.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -495355.125000 Penalty: 4151.676758
	Iteration 22F: 3 clusters Score -495355.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321834 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42498 members 
Mstep: Class 14 contains 28054 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152195 members 
Mstep: Class 20 contains 115627 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 735 members 
Mstep: Class 23 contains 2263 members 
Entering Unmasked Estep 
Score: -92669472.000000 Penalty: 77671.265625
Splitting cluster 15 changes total score from -92669416.000000 to -92669472.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (6680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Entering Unmasked Estep 
Score: -781779.375000 Penalty: 2184.104492
	Iteration 0F: 2 clusters Score -781779.4 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 3392 members 
Entering Unmasked Estep 
Score: -776206.875000 Penalty: 4368.208984
	Iteration 0F: 3 clusters Score -776206.9 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -777581.625000 Penalty: 4368.208984
	Iteration 1F: 3 clusters Score -777581.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -777811.062500 Penalty: 4368.208984
	Iteration 2F: 3 clusters Score -777811.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -777969.875000 Penalty: 4368.208984
	Iteration 3F: 3 clusters Score -777969.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -778094.875000 Penalty: 4368.208984
	Iteration 4Q: 3 clusters Score -778094.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -778185.250000 Penalty: 4368.208984
	Iteration 5Q: 3 clusters Score -778185.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -778251.500000 Penalty: 4368.208984
	Iteration 6Q: 3 clusters Score -778251.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -778310.250000 Penalty: 4368.208984
	Iteration 7Q: 3 clusters Score -778310.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -778367.437500 Penalty: 4368.208984
	Iteration 8Q: 3 clusters Score -778367.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -778430.875000 Penalty: 4368.208984
	Iteration 9Q: 3 clusters Score -778430.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -778499.875000 Penalty: 4368.208984
	Iteration 10Q: 3 clusters Score -778499.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -778581.500000 Penalty: 4368.208984
	Iteration 11Q: 3 clusters Score -778581.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -778664.437500 Penalty: 4368.208984
	Iteration 12Q: 3 clusters Score -778664.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -778754.375000 Penalty: 4368.208984
	Iteration 13Q: 3 clusters Score -778754.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -778835.062500 Penalty: 4368.208984
	Iteration 14Q: 3 clusters Score -778835.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -778922.125000 Penalty: 4368.208984
	Iteration 15Q: 3 clusters Score -778922.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -779017.687500 Penalty: 4368.208984
	Iteration 16Q: 3 clusters Score -779017.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -779114.375000 Penalty: 4368.208984
	Iteration 17Q: 3 clusters Score -779114.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -779208.812500 Penalty: 4368.208984
	Iteration 18Q: 3 clusters Score -779208.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -779313.687500 Penalty: 4368.208984
	Iteration 19Q: 3 clusters Score -779313.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -779407.375000 Penalty: 4368.208984
	Iteration 20F: 3 clusters Score -779407.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -779473.812500 Penalty: 4368.208984
	Iteration 21Q: 3 clusters Score -779473.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -779531.187500 Penalty: 4368.208984
	Iteration 22Q: 3 clusters Score -779531.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -779589.687500 Penalty: 4368.208984
	Iteration 23Q: 3 clusters Score -779589.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -779640.937500 Penalty: 4368.208984
	Iteration 24Q: 3 clusters Score -779640.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -779707.312500 Penalty: 4368.208984
	Iteration 25Q: 3 clusters Score -779707.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -779756.375000 Penalty: 4368.208984
	Iteration 26Q: 3 clusters Score -779756.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -779798.562500 Penalty: 4368.208984
	Iteration 27Q: 3 clusters Score -779798.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -779829.250000 Penalty: 4368.208984
	Iteration 28Q: 3 clusters Score -779829.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -779859.250000 Penalty: 4368.208984
	Iteration 29Q: 3 clusters Score -779859.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -779880.500000 Penalty: 4368.208984
	Iteration 30Q: 3 clusters Score -779880.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -779905.000000 Penalty: 4368.208984
	Iteration 31Q: 3 clusters Score -779905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -779920.375000 Penalty: 4368.208984
	Iteration 32Q: 3 clusters Score -779920.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -779938.875000 Penalty: 4368.208984
	Iteration 33Q: 3 clusters Score -779938.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -779952.062500 Penalty: 4368.208984
	Iteration 34Q: 3 clusters Score -779952.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -779962.250000 Penalty: 4368.208984
	Iteration 35Q: 3 clusters Score -779962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -779967.375000 Penalty: 4368.208984
	Iteration 36Q: 3 clusters Score -779967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -779969.062500 Penalty: 4368.208984
	Iteration 37Q: 3 clusters Score -779969.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -779970.062500 Penalty: 4368.208984
	Iteration 38Q: 3 clusters Score -779970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -779973.500000 Penalty: 4368.208984
	Iteration 39Q: 3 clusters Score -779973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -779975.250000 Penalty: 4368.208984
	Iteration 40F: 3 clusters Score -779975.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -779977.187500 Penalty: 4368.208984
	Iteration 41Q: 3 clusters Score -779977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -779979.750000 Penalty: 4368.208984
	Iteration 42Q: 3 clusters Score -779979.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -779983.000000 Penalty: 4368.208984
	Iteration 43Q: 3 clusters Score -779983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -779983.812500 Penalty: 4368.208984
	Iteration 44Q: 3 clusters Score -779983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -779983.812500 Penalty: 4368.208984
	Iteration 45F: 3 clusters Score -779983.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -66478.140625 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -66478.14 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: -64832.511719 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -64832.51 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65084.289062 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -65084.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65160.828125 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -65160.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65218.832031 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -65218.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65278.589844 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -65278.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65311.093750 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -65311.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65357.718750 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -65357.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65552.656250 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -65552.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65891.773438 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -65891.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66007.976562 Penalty: 3205.662598
	Iteration 9F: 3 clusters Score -66007.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66122.453125 Penalty: 3205.662598
	Iteration 10F: 3 clusters Score -66122.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -66214.468750 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -66214.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -66276.390625 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -66276.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66312.867188 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -66312.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66336.398438 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -66336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -66358.828125 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -66358.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -66376.046875 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -66376.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66393.007812 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -66393.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -66400.984375 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -66400.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -66414.101562 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -66414.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66440.015625 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -66440.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -66469.382812 Penalty: 3205.662598
	Iteration 21Q: 3 clusters Score -66469.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -66501.265625 Penalty: 3205.662598
	Iteration 22Q: 3 clusters Score -66501.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -66543.835938 Penalty: 3205.662598
	Iteration 23Q: 3 clusters Score -66543.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -66602.101562 Penalty: 3205.662598
	Iteration 24Q: 3 clusters Score -66602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -66608.328125 Penalty: 3205.662598
	Iteration 25Q: 3 clusters Score -66608.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -66610.804688 Penalty: 3205.662598
	Iteration 26Q: 3 clusters Score -66610.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -66610.804688 Penalty: 3205.662598
	Iteration 27F: 3 clusters Score -66610.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321834 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42498 members 
Mstep: Class 14 contains 28054 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152195 members 
Mstep: Class 20 contains 115627 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 735 members 
Mstep: Class 23 contains 2263 members 
Mstep: Class 24 contains 141 members 
Entering Unmasked Estep 
Score: -92667848.000000 Penalty: 81048.273438
Splitting cluster 17 changes total score from -92669416.000000 to -92667848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -198542.500000 Penalty: 1880.645386
	Iteration 0F: 2 clusters Score -198542.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -195938.578125 Penalty: 3761.290771
	Iteration 0F: 3 clusters Score -195938.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -196425.656250 Penalty: 3761.290771
	Iteration 1F: 3 clusters Score -196425.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -196619.875000 Penalty: 3761.290771
	Iteration 2F: 3 clusters Score -196619.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -196727.031250 Penalty: 3761.290771
	Iteration 3F: 3 clusters Score -196727 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -196803.046875 Penalty: 3761.290771
	Iteration 4Q: 3 clusters Score -196803 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -196854.734375 Penalty: 3761.290771
	Iteration 5Q: 3 clusters Score -196854.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -196891.593750 Penalty: 3761.290771
	Iteration 6Q: 3 clusters Score -196891.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -196920.875000 Penalty: 3761.290771
	Iteration 7Q: 3 clusters Score -196920.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -196944.000000 Penalty: 3761.290771
	Iteration 8Q: 3 clusters Score -196944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -196967.812500 Penalty: 3761.290771
	Iteration 9Q: 3 clusters Score -196967.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -196984.093750 Penalty: 3761.290771
	Iteration 10Q: 3 clusters Score -196984.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -197002.765625 Penalty: 3761.290771
	Iteration 11Q: 3 clusters Score -197002.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -197022.640625 Penalty: 3761.290771
	Iteration 12Q: 3 clusters Score -197022.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -197049.265625 Penalty: 3761.290771
	Iteration 13Q: 3 clusters Score -197049.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -197077.062500 Penalty: 3761.290771
	Iteration 14Q: 3 clusters Score -197077.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -197095.265625 Penalty: 3761.290771
	Iteration 15Q: 3 clusters Score -197095.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -197110.125000 Penalty: 3761.290771
	Iteration 16Q: 3 clusters Score -197110.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -197122.531250 Penalty: 3761.290771
	Iteration 17Q: 3 clusters Score -197122.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -197131.625000 Penalty: 3761.290771
	Iteration 18Q: 3 clusters Score -197131.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -197136.031250 Penalty: 3761.290771
	Iteration 19Q: 3 clusters Score -197136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -197142.078125 Penalty: 3761.290771
	Iteration 20F: 3 clusters Score -197142.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -197150.906250 Penalty: 3761.290771
	Iteration 21Q: 3 clusters Score -197150.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -197163.843750 Penalty: 3761.290771
	Iteration 22Q: 3 clusters Score -197163.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -197178.218750 Penalty: 3761.290771
	Iteration 23Q: 3 clusters Score -197178.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -197198.953125 Penalty: 3761.290771
	Iteration 24Q: 3 clusters Score -197199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -197209.531250 Penalty: 3761.290771
	Iteration 25Q: 3 clusters Score -197209.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -197214.234375 Penalty: 3761.290771
	Iteration 26Q: 3 clusters Score -197214.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -197217.921875 Penalty: 3761.290771
	Iteration 27Q: 3 clusters Score -197217.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -197223.015625 Penalty: 3761.290771
	Iteration 28Q: 3 clusters Score -197223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -197229.031250 Penalty: 3761.290771
	Iteration 29Q: 3 clusters Score -197229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -197231.156250 Penalty: 3761.290771
	Iteration 30Q: 3 clusters Score -197231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -197231.687500 Penalty: 3761.290771
	Iteration 31Q: 3 clusters Score -197231.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -197231.687500 Penalty: 3761.290771
	Iteration 32F: 3 clusters Score -197231.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (152195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152195 members 
Entering Unmasked Estep 
Score: -17614632.000000 Penalty: 2959.363525
	Iteration 0F: 2 clusters Score -1.761463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 75902 members 
Entering Unmasked Estep 
Score: -17512730.000000 Penalty: 5918.727051
	Iteration 0F: 3 clusters Score -1.751273e+07 nChanged 72797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -17554624.000000 Penalty: 5918.727051
	Iteration 1F: 3 clusters Score -1.755462e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80766 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -17555500.000000 Penalty: 5918.727051
	Iteration 2Q: 3 clusters Score -1.75555e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -17556700.000000 Penalty: 5918.727051
	Iteration 3Q: 3 clusters Score -1.75567e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -17558588.000000 Penalty: 5918.727051
	Iteration 4Q: 3 clusters Score -1.755859e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -17561882.000000 Penalty: 5918.727051
	Iteration 5Q: 3 clusters Score -1.756188e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102889 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -17567786.000000 Penalty: 5918.727051
	Iteration 6F: 3 clusters Score -1.756779e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114919 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -17577306.000000 Penalty: 5918.727051
	Iteration 7F: 3 clusters Score -1.757731e+07 nChanged 13526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128347 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -17589708.000000 Penalty: 5918.727051
	Iteration 8F: 3 clusters Score -1.758971e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139760 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -17600944.000000 Penalty: 5918.727051
	Iteration 9F: 3 clusters Score -1.760094e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146653 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -17607732.000000 Penalty: 5918.727051
	Iteration 10Q: 3 clusters Score -1.760773e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149600 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -17610348.000000 Penalty: 5918.727051
	Iteration 11Q: 3 clusters Score -1.761035e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150652 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -17611328.000000 Penalty: 5918.727051
	Iteration 12Q: 3 clusters Score -1.761133e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151055 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -17611774.000000 Penalty: 5918.727051
	Iteration 13Q: 3 clusters Score -1.761177e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151226 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -17611978.000000 Penalty: 5918.727051
	Iteration 14Q: 3 clusters Score -1.761198e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151302 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -17612092.000000 Penalty: 5918.727051
	Iteration 15Q: 3 clusters Score -1.761209e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151357 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -17612152.000000 Penalty: 5918.727051
	Iteration 16Q: 3 clusters Score -1.761215e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151389 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -17612212.000000 Penalty: 5918.727051
	Iteration 17Q: 3 clusters Score -1.761221e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151417 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -17612262.000000 Penalty: 5918.727051
	Iteration 18Q: 3 clusters Score -1.761226e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151438 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -17612266.000000 Penalty: 5918.727051
	Iteration 19Q: 3 clusters Score -1.761227e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151451 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -17612266.000000 Penalty: 5918.727051
	Iteration 20F: 3 clusters Score -1.761227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151460 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -17612280.000000 Penalty: 5918.727051
	Iteration 21Q: 3 clusters Score -1.761228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151469 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17612296.000000 Penalty: 5918.727051
	Iteration 22Q: 3 clusters Score -1.76123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151478 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -17612310.000000 Penalty: 5918.727051
	Iteration 23Q: 3 clusters Score -1.761231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151491 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -17612312.000000 Penalty: 5918.727051
	Iteration 24Q: 3 clusters Score -1.761231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151496 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -17612306.000000 Penalty: 5918.727051
	Iteration 25Q: 3 clusters Score -1.761231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151499 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -17612302.000000 Penalty: 5918.727051
	Iteration 26Q: 3 clusters Score -1.76123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151506 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -17612300.000000 Penalty: 5918.727051
	Iteration 27Q: 3 clusters Score -1.76123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151511 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -17612308.000000 Penalty: 5918.727051
	Iteration 28Q: 3 clusters Score -1.761231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151509 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -17612314.000000 Penalty: 5918.727051
	Iteration 29Q: 3 clusters Score -1.761231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151510 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -17612316.000000 Penalty: 5918.727051
	Iteration 30Q: 3 clusters Score -1.761232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151508 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -17612316.000000 Penalty: 5918.727051
	Iteration 31Q: 3 clusters Score -1.761232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151509 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -17612314.000000 Penalty: 5918.727051
	Iteration 32Q: 3 clusters Score -1.761231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151509 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -17612314.000000 Penalty: 5918.727051
	Iteration 33F: 3 clusters Score -1.761231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (115627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115627 members 
Entering Unmasked Estep 
Score: -13487488.000000 Penalty: 2891.215088
	Iteration 0F: 2 clusters Score -1.348749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -13410150.000000 Penalty: 5782.430176
	Iteration 0F: 3 clusters Score -1.341015e+07 nChanged 54773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -13441771.000000 Penalty: 5782.430176
	Iteration 1F: 3 clusters Score -1.344177e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -13442474.000000 Penalty: 5782.430176
	Iteration 2Q: 3 clusters Score -1.344247e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -13443358.000000 Penalty: 5782.430176
	Iteration 3Q: 3 clusters Score -1.344336e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -13444573.000000 Penalty: 5782.430176
	Iteration 4Q: 3 clusters Score -1.344457e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -13446181.000000 Penalty: 5782.430176
	Iteration 5Q: 3 clusters Score -1.344618e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -13448761.000000 Penalty: 5782.430176
	Iteration 6Q: 3 clusters Score -1.344876e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -13452883.000000 Penalty: 5782.430176
	Iteration 7F: 3 clusters Score -1.345288e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -13459321.000000 Penalty: 5782.430176
	Iteration 8F: 3 clusters Score -1.345932e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96200 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -13467504.000000 Penalty: 5782.430176
	Iteration 9F: 3 clusters Score -1.34675e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104480 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -13475534.000000 Penalty: 5782.430176
	Iteration 10F: 3 clusters Score -1.347553e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109908 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -13480802.000000 Penalty: 5782.430176
	Iteration 11Q: 3 clusters Score -1.34808e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112616 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -13483359.000000 Penalty: 5782.430176
	Iteration 12Q: 3 clusters Score -1.348336e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113790 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -13484440.000000 Penalty: 5782.430176
	Iteration 13Q: 3 clusters Score -1.348444e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114231 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -13484955.000000 Penalty: 5782.430176
	Iteration 14Q: 3 clusters Score -1.348496e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114406 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -13485124.000000 Penalty: 5782.430176
	Iteration 15Q: 3 clusters Score -1.348512e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114466 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -13485215.000000 Penalty: 5782.430176
	Iteration 16Q: 3 clusters Score -1.348522e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114511 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13485287.000000 Penalty: 5782.430176
	Iteration 17Q: 3 clusters Score -1.348529e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114531 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13485305.000000 Penalty: 5782.430176
	Iteration 18Q: 3 clusters Score -1.34853e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114544 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -13485338.000000 Penalty: 5782.430176
	Iteration 19Q: 3 clusters Score -1.348534e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114559 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -13485354.000000 Penalty: 5782.430176
	Iteration 20F: 3 clusters Score -1.348535e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114571 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -13485368.000000 Penalty: 5782.430176
	Iteration 21Q: 3 clusters Score -1.348537e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114571 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -13485380.000000 Penalty: 5782.430176
	Iteration 22Q: 3 clusters Score -1.348538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114577 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -13485391.000000 Penalty: 5782.430176
	Iteration 23Q: 3 clusters Score -1.348539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114584 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13485401.000000 Penalty: 5782.430176
	Iteration 24Q: 3 clusters Score -1.34854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114589 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13485394.000000 Penalty: 5782.430176
	Iteration 25Q: 3 clusters Score -1.348539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114592 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -13485404.000000 Penalty: 5782.430176
	Iteration 26Q: 3 clusters Score -1.34854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114599 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -13485404.000000 Penalty: 5782.430176
	Iteration 27Q: 3 clusters Score -1.34854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114608 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -13485414.000000 Penalty: 5782.430176
	Iteration 28Q: 3 clusters Score -1.348541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114611 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13485418.000000 Penalty: 5782.430176
	Iteration 29Q: 3 clusters Score -1.348542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114617 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -13485428.000000 Penalty: 5782.430176
	Iteration 30Q: 3 clusters Score -1.348543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114621 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -13485433.000000 Penalty: 5782.430176
	Iteration 31Q: 3 clusters Score -1.348543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114624 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -13485443.000000 Penalty: 5782.430176
	Iteration 32Q: 3 clusters Score -1.348544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114625 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13485446.000000 Penalty: 5782.430176
	Iteration 33Q: 3 clusters Score -1.348545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114630 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -13485449.000000 Penalty: 5782.430176
	Iteration 34Q: 3 clusters Score -1.348545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114632 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13485449.000000 Penalty: 5782.430176
	Iteration 35Q: 3 clusters Score -1.348545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114633 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -13485441.000000 Penalty: 5782.430176
	Iteration 36Q: 3 clusters Score -1.348544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114631 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -13485449.000000 Penalty: 5782.430176
	Iteration 37Q: 3 clusters Score -1.348545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114632 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13485457.000000 Penalty: 5782.430176
	Iteration 38Q: 3 clusters Score -1.348546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114633 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -13485463.000000 Penalty: 5782.430176
	Iteration 39Q: 3 clusters Score -1.348546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114636 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -13485459.000000 Penalty: 5782.430176
	Iteration 40F: 3 clusters Score -1.348546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114635 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13485460.000000 Penalty: 5782.430176
	Iteration 41Q: 3 clusters Score -1.348546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114635 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13485460.000000 Penalty: 5782.430176
	Iteration 42F: 3 clusters Score -1.348546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -32517.503906 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -32517.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31270.255859 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -31270.26 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31622.119141 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -31622.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31776.220703 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -31776.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31856.927734 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -31856.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31877.398438 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -31877.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31881.800781 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -31881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31888.140625 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -31888.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31895.404297 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -31895.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31895.404297 Penalty: 2938.430908
	Iteration 8F: 3 clusters Score -31895.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321834 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42498 members 
Mstep: Class 14 contains 28054 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 152195 members 
Mstep: Class 20 contains 115627 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669584.000000 Penalty: 77671.265625
Iteration 199Q: 24 clusters Score -9.266958e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321830 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 609 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42499 members 
Mstep: Class 14 contains 28059 members 
Mstep: Class 15 contains 2057 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152190 members 
Mstep: Class 20 contains 115624 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 735 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669712.000000 Penalty: 77671.265625
Iteration 200F: 24 clusters Score -9.266971e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321829 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42500 members 
Mstep: Class 14 contains 28066 members 
Mstep: Class 15 contains 2055 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152181 members 
Mstep: Class 20 contains 115627 members 
Mstep: Class 21 contains 343 members 
Mstep: Class 22 contains 735 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669792.000000 Penalty: 77671.265625
Iteration 201Q: 24 clusters Score -9.266979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321829 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 29670 members 
Mstep: Class 13 contains 42500 members 
Mstep: Class 14 contains 28075 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152167 members 
Mstep: Class 20 contains 115632 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 735 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669816.000000 Penalty: 77671.265625
Iteration 202Q: 24 clusters Score -9.266982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321829 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65304 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 29672 members 
Mstep: Class 13 contains 42500 members 
Mstep: Class 14 contains 28085 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152154 members 
Mstep: Class 20 contains 115633 members 
Mstep: Class 21 contains 336 members 
Mstep: Class 22 contains 735 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669792.000000 Penalty: 77671.265625
Iteration 203Q: 24 clusters Score -9.266979e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321830 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 419 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 29676 members 
Mstep: Class 13 contains 42500 members 
Mstep: Class 14 contains 28092 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152138 members 
Mstep: Class 20 contains 115636 members 
Mstep: Class 21 contains 335 members 
Mstep: Class 22 contains 735 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669816.000000 Penalty: 77671.265625
Iteration 204Q: 24 clusters Score -9.266982e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321828 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 419 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 29678 members 
Mstep: Class 13 contains 42500 members 
Mstep: Class 14 contains 28101 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152130 members 
Mstep: Class 20 contains 115635 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669824.000000 Penalty: 77671.265625
Iteration 205Q: 24 clusters Score -9.266982e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321829 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 29681 members 
Mstep: Class 13 contains 42500 members 
Mstep: Class 14 contains 28108 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152119 members 
Mstep: Class 20 contains 115635 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669816.000000 Penalty: 77671.265625
Iteration 206Q: 24 clusters Score -9.266982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321828 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29683 members 
Mstep: Class 13 contains 42500 members 
Mstep: Class 14 contains 28116 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152113 members 
Mstep: Class 20 contains 115633 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669856.000000 Penalty: 77671.265625
Iteration 207Q: 24 clusters Score -9.266986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321825 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29685 members 
Mstep: Class 13 contains 42500 members 
Mstep: Class 14 contains 28121 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152109 members 
Mstep: Class 20 contains 115633 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669848.000000 Penalty: 77671.265625
Iteration 208Q: 24 clusters Score -9.266985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321823 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22308 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29687 members 
Mstep: Class 13 contains 42500 members 
Mstep: Class 14 contains 28125 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152103 members 
Mstep: Class 20 contains 115634 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669824.000000 Penalty: 77671.265625
Iteration 209Q: 24 clusters Score -9.266982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321823 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22308 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29688 members 
Mstep: Class 13 contains 42500 members 
Mstep: Class 14 contains 28130 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152095 members 
Mstep: Class 20 contains 115635 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669800.000000 Penalty: 77671.265625
Iteration 210Q: 24 clusters Score -9.26698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321825 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22308 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29688 members 
Mstep: Class 13 contains 42500 members 
Mstep: Class 14 contains 28130 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152092 members 
Mstep: Class 20 contains 115636 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669792.000000 Penalty: 77671.265625
Iteration 211Q: 24 clusters Score -9.266979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321825 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29688 members 
Mstep: Class 13 contains 42500 members 
Mstep: Class 14 contains 28133 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152091 members 
Mstep: Class 20 contains 115635 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669808.000000 Penalty: 77671.265625
Iteration 212Q: 24 clusters Score -9.266981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321827 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22307 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29688 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28137 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152083 members 
Mstep: Class 20 contains 115637 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669760.000000 Penalty: 77671.265625
Iteration 213Q: 24 clusters Score -9.266976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321828 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22308 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29688 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28143 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152079 members 
Mstep: Class 20 contains 115633 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669800.000000 Penalty: 77671.265625
Iteration 214Q: 24 clusters Score -9.26698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321828 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22309 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29688 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28148 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152077 members 
Mstep: Class 20 contains 115630 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669808.000000 Penalty: 77671.265625
Iteration 215Q: 24 clusters Score -9.266981e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321823 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22313 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29688 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28152 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152076 members 
Mstep: Class 20 contains 115629 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669760.000000 Penalty: 77671.265625
Iteration 216Q: 24 clusters Score -9.266976e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321816 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22317 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29689 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28158 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152067 members 
Mstep: Class 20 contains 115633 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669792.000000 Penalty: 77671.265625
Iteration 217Q: 24 clusters Score -9.266979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321811 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22320 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29690 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28164 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152062 members 
Mstep: Class 20 contains 115632 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669800.000000 Penalty: 77671.265625
Iteration 218Q: 24 clusters Score -9.26698e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321812 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65303 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22324 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29690 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28178 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152044 members 
Mstep: Class 20 contains 115630 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669784.000000 Penalty: 77671.265625
Iteration 219Q: 24 clusters Score -9.266978e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321809 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65302 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 22328 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29691 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28184 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152030 members 
Mstep: Class 20 contains 115637 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669792.000000 Penalty: 77671.265625
Iteration 220F: 24 clusters Score -9.266979e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321805 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65300 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 22330 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29696 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28190 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152015 members 
Mstep: Class 20 contains 115645 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669904.000000 Penalty: 77671.265625
Iteration 221Q: 24 clusters Score -9.26699e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321800 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 22330 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29703 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28197 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 152010 members 
Mstep: Class 20 contains 115644 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669960.000000 Penalty: 77671.265625
Iteration 222Q: 24 clusters Score -9.266996e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321800 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 22331 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29708 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28204 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151990 members 
Mstep: Class 20 contains 115651 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670008.000000 Penalty: 77671.265625
Iteration 223Q: 24 clusters Score -9.267001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321803 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 439 members 
Mstep: Class 10 contains 22332 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29711 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28212 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151970 members 
Mstep: Class 20 contains 115655 members 
Mstep: Class 21 contains 315 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670064.000000 Penalty: 77671.265625
Iteration 224Q: 24 clusters Score -9.267006e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321802 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 439 members 
Mstep: Class 10 contains 22334 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29715 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28218 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151960 members 
Mstep: Class 20 contains 115654 members 
Mstep: Class 21 contains 316 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670008.000000 Penalty: 77671.265625
Iteration 225Q: 24 clusters Score -9.267001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321801 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 22337 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 29717 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28222 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151953 members 
Mstep: Class 20 contains 115653 members 
Mstep: Class 21 contains 314 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670096.000000 Penalty: 77671.265625
Iteration 226Q: 24 clusters Score -9.26701e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321802 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65299 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 22341 members 
Mstep: Class 11 contains 5586 members 
Mstep: Class 12 contains 29719 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28225 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151942 members 
Mstep: Class 20 contains 115654 members 
Mstep: Class 21 contains 314 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670080.000000 Penalty: 77671.265625
Iteration 227Q: 24 clusters Score -9.267008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321807 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65298 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 443 members 
Mstep: Class 10 contains 22343 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 29722 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28228 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151924 members 
Mstep: Class 20 contains 115662 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670056.000000 Penalty: 77671.265625
Iteration 228Q: 24 clusters Score -9.267006e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321810 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65298 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 443 members 
Mstep: Class 10 contains 22343 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 29725 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151911 members 
Mstep: Class 20 contains 115666 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670000.000000 Penalty: 77671.265625
Iteration 229Q: 24 clusters Score -9.267e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321813 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65298 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 22345 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29728 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28234 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151905 members 
Mstep: Class 20 contains 115664 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670008.000000 Penalty: 77671.265625
Iteration 230Q: 24 clusters Score -9.267001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321817 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 22347 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29732 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28236 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151896 members 
Mstep: Class 20 contains 115663 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670000.000000 Penalty: 77671.265625
Iteration 231Q: 24 clusters Score -9.267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321820 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65298 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 22348 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29733 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28237 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6677 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151886 members 
Mstep: Class 20 contains 115667 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669992.000000 Penalty: 77671.265625
Iteration 232Q: 24 clusters Score -9.266999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321822 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65298 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 22351 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29734 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28238 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151872 members 
Mstep: Class 20 contains 115675 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669936.000000 Penalty: 77671.265625
Iteration 233Q: 24 clusters Score -9.266994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321820 members 
Mstep: Class 3 contains 13110 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 22350 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29734 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28239 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151866 members 
Mstep: Class 20 contains 115683 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669888.000000 Penalty: 77671.265625
Iteration 234Q: 24 clusters Score -9.266989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321823 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65296 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 22349 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29735 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28240 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151861 members 
Mstep: Class 20 contains 115686 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669880.000000 Penalty: 77671.265625
Iteration 235Q: 24 clusters Score -9.266988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321829 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65296 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 22350 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29736 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28240 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151853 members 
Mstep: Class 20 contains 115687 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669864.000000 Penalty: 77671.265625
Iteration 236Q: 24 clusters Score -9.266986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321836 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 22351 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29736 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28241 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151840 members 
Mstep: Class 20 contains 115691 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669904.000000 Penalty: 77671.265625
Iteration 237Q: 24 clusters Score -9.26699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321840 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 22353 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29736 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 28243 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151831 members 
Mstep: Class 20 contains 115692 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669888.000000 Penalty: 77671.265625
Iteration 238Q: 24 clusters Score -9.266989e+07 nChanged 11
Entering ConstructFrom: 
Score: -92669888.000000 Penalty: 77671.265625
Entering ConstructFrom: 
Trying to split cluster 1 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -331291.375000 Penalty: 1990.003418
	Iteration 0F: 2 clusters Score -331291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -328120.812500 Penalty: 3980.006836
	Iteration 0F: 3 clusters Score -328120.8 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -328910.093750 Penalty: 3980.006836
	Iteration 1F: 3 clusters Score -328910.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -329102.562500 Penalty: 3980.006836
	Iteration 2F: 3 clusters Score -329102.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -329236.718750 Penalty: 3980.006836
	Iteration 3F: 3 clusters Score -329236.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -329343.750000 Penalty: 3980.006836
	Iteration 4Q: 3 clusters Score -329343.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -329448.062500 Penalty: 3980.006836
	Iteration 5Q: 3 clusters Score -329448.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -329565.812500 Penalty: 3980.006836
	Iteration 6Q: 3 clusters Score -329565.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -329704.781250 Penalty: 3980.006836
	Iteration 7Q: 3 clusters Score -329704.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -329916.656250 Penalty: 3980.006836
	Iteration 8F: 3 clusters Score -329916.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -330486.937500 Penalty: 3980.006836
	Iteration 9F: 3 clusters Score -330486.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -331088.812500 Penalty: 3980.006836
	Iteration 10F: 3 clusters Score -331088.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -331337.125000 Penalty: 3980.006836
	Iteration 11Q: 3 clusters Score -331337.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -331483.093750 Penalty: 3980.006836
	Iteration 12Q: 3 clusters Score -331483.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -331559.343750 Penalty: 3980.006836
	Iteration 13Q: 3 clusters Score -331559.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -331612.843750 Penalty: 3980.006836
	Iteration 14Q: 3 clusters Score -331612.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -331641.281250 Penalty: 3980.006836
	Iteration 15Q: 3 clusters Score -331641.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -331654.312500 Penalty: 3980.006836
	Iteration 16Q: 3 clusters Score -331654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -331656.937500 Penalty: 3980.006836
	Iteration 17Q: 3 clusters Score -331656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -331661.500000 Penalty: 3980.006836
	Iteration 18Q: 3 clusters Score -331661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -331661.500000 Penalty: 3980.006836
	Iteration 19F: 3 clusters Score -331661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 321838 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 22355 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151825 members 
Mstep: Class 20 contains 115694 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 2815 members 
Entering Unmasked Estep 
Score: -92668816.000000 Penalty: 81048.273438
Splitting cluster 1 changes total score from -92669888.000000 to -92668816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (321838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321838 members 
Entering Unmasked Estep 
Score: -36861208.000000 Penalty: 3145.087402
	Iteration 0F: 2 clusters Score -3.686121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161419 members 
Mstep: Class 2 contains 160419 members 
Entering Unmasked Estep 
Score: -36672952.000000 Penalty: 6290.174805
	Iteration 0F: 3 clusters Score -3.667295e+07 nChanged 156284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169963 members 
Mstep: Class 2 contains 151875 members 
Entering Unmasked Estep 
Score: -36764544.000000 Penalty: 6290.174805
	Iteration 1F: 3 clusters Score -3.676454e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176003 members 
Mstep: Class 2 contains 145835 members 
Entering Unmasked Estep 
Score: -36766752.000000 Penalty: 6290.174805
	Iteration 2Q: 3 clusters Score -3.676675e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185405 members 
Mstep: Class 2 contains 136433 members 
Entering Unmasked Estep 
Score: -36770340.000000 Penalty: 6290.174805
	Iteration 3Q: 3 clusters Score -3.677034e+07 nChanged 15449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199750 members 
Mstep: Class 2 contains 122088 members 
Entering Unmasked Estep 
Score: -36777608.000000 Penalty: 6290.174805
	Iteration 4Q: 3 clusters Score -3.677761e+07 nChanged 21027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220217 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -36790808.000000 Penalty: 6290.174805
	Iteration 5F: 3 clusters Score -3.679081e+07 nChanged 26360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246395 members 
Mstep: Class 2 contains 75443 members 
Entering Unmasked Estep 
Score: -36812364.000000 Penalty: 6290.174805
	Iteration 6F: 3 clusters Score -3.681236e+07 nChanged 27537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273880 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -36837992.000000 Penalty: 6290.174805
	Iteration 7F: 3 clusters Score -3.683799e+07 nChanged 21604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295464 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -36856828.000000 Penalty: 6290.174805
	Iteration 8F: 3 clusters Score -3.685683e+07 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308635 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -36861936.000000 Penalty: 6290.174805
	Iteration 9Q: 3 clusters Score -3.686194e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315974 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -36860992.000000 Penalty: 6290.174805
	Iteration 10Q: 3 clusters Score -3.686099e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319254 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -36859624.000000 Penalty: 6290.174805
	Iteration 11Q: 3 clusters Score -3.685962e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320529 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -36859004.000000 Penalty: 6290.174805
	Iteration 12Q: 3 clusters Score -3.6859e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321032 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -36858740.000000 Penalty: 6290.174805
	Iteration 13Q: 3 clusters Score -3.685874e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321235 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -36858696.000000 Penalty: 6290.174805
	Iteration 14Q: 3 clusters Score -3.68587e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321330 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -36858696.000000 Penalty: 6290.174805
	Iteration 15Q: 3 clusters Score -3.68587e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321382 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -36858736.000000 Penalty: 6290.174805
	Iteration 16Q: 3 clusters Score -3.685874e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321413 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -36858772.000000 Penalty: 6290.174805
	Iteration 17Q: 3 clusters Score -3.685877e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321433 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -36858768.000000 Penalty: 6290.174805
	Iteration 18Q: 3 clusters Score -3.685877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321437 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -36858784.000000 Penalty: 6290.174805
	Iteration 19Q: 3 clusters Score -3.685878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321439 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -36858792.000000 Penalty: 6290.174805
	Iteration 20F: 3 clusters Score -3.685879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321443 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -36858772.000000 Penalty: 6290.174805
	Iteration 21Q: 3 clusters Score -3.685877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321446 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36858768.000000 Penalty: 6290.174805
	Iteration 22Q: 3 clusters Score -3.685877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321449 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -36858768.000000 Penalty: 6290.174805
	Iteration 23Q: 3 clusters Score -3.685877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321448 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -36858764.000000 Penalty: 6290.174805
	Iteration 24Q: 3 clusters Score -3.685876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321449 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -36858764.000000 Penalty: 6290.174805
	Iteration 25Q: 3 clusters Score -3.685876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321453 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36858772.000000 Penalty: 6290.174805
	Iteration 26Q: 3 clusters Score -3.685877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321457 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -36858780.000000 Penalty: 6290.174805
	Iteration 27Q: 3 clusters Score -3.685878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321461 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -36858784.000000 Penalty: 6290.174805
	Iteration 28Q: 3 clusters Score -3.685878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321462 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36858796.000000 Penalty: 6290.174805
	Iteration 29Q: 3 clusters Score -3.68588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321462 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36858796.000000 Penalty: 6290.174805
	Iteration 30F: 3 clusters Score -3.68588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Entering Unmasked Estep 
Score: -1415974.250000 Penalty: 2351.263672
	Iteration 0F: 2 clusters Score -1415974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1406286.625000 Penalty: 4702.527344
	Iteration 0F: 3 clusters Score -1406287 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1409370.625000 Penalty: 4702.527344
	Iteration 1F: 3 clusters Score -1409371 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1409690.750000 Penalty: 4702.527344
	Iteration 2F: 3 clusters Score -1409691 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1409888.625000 Penalty: 4702.527344
	Iteration 3Q: 3 clusters Score -1409889 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1410027.875000 Penalty: 4702.527344
	Iteration 4Q: 3 clusters Score -1410028 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1410131.125000 Penalty: 4702.527344
	Iteration 5Q: 3 clusters Score -1410131 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1410230.250000 Penalty: 4702.527344
	Iteration 6Q: 3 clusters Score -1410230 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1410310.625000 Penalty: 4702.527344
	Iteration 7Q: 3 clusters Score -1410311 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1410384.750000 Penalty: 4702.527344
	Iteration 8Q: 3 clusters Score -1410385 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1410457.250000 Penalty: 4702.527344
	Iteration 9Q: 3 clusters Score -1410457 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1410528.250000 Penalty: 4702.527344
	Iteration 10Q: 3 clusters Score -1410528 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1410610.375000 Penalty: 4702.527344
	Iteration 11Q: 3 clusters Score -1410610 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1410698.250000 Penalty: 4702.527344
	Iteration 12Q: 3 clusters Score -1410698 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1410799.000000 Penalty: 4702.527344
	Iteration 13Q: 3 clusters Score -1410799 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1410918.500000 Penalty: 4702.527344
	Iteration 14Q: 3 clusters Score -1410918 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1411067.625000 Penalty: 4702.527344
	Iteration 15Q: 3 clusters Score -1411068 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1411263.125000 Penalty: 4702.527344
	Iteration 16Q: 3 clusters Score -1411263 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1411495.875000 Penalty: 4702.527344
	Iteration 17Q: 3 clusters Score -1411496 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1411802.875000 Penalty: 4702.527344
	Iteration 18Q: 3 clusters Score -1411803 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1412148.250000 Penalty: 4702.527344
	Iteration 19Q: 3 clusters Score -1412148 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1412498.000000 Penalty: 4702.527344
	Iteration 20F: 3 clusters Score -1412498 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1412846.875000 Penalty: 4702.527344
	Iteration 21Q: 3 clusters Score -1412847 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1413103.625000 Penalty: 4702.527344
	Iteration 22Q: 3 clusters Score -1413104 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1413310.750000 Penalty: 4702.527344
	Iteration 23Q: 3 clusters Score -1413311 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1413454.875000 Penalty: 4702.527344
	Iteration 24Q: 3 clusters Score -1413455 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1413568.375000 Penalty: 4702.527344
	Iteration 25Q: 3 clusters Score -1413568 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1413642.125000 Penalty: 4702.527344
	Iteration 26Q: 3 clusters Score -1413642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1413703.000000 Penalty: 4702.527344
	Iteration 27Q: 3 clusters Score -1413703 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1413758.375000 Penalty: 4702.527344
	Iteration 28Q: 3 clusters Score -1413758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1413799.000000 Penalty: 4702.527344
	Iteration 29Q: 3 clusters Score -1413799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1413829.750000 Penalty: 4702.527344
	Iteration 30Q: 3 clusters Score -1413830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1413856.000000 Penalty: 4702.527344
	Iteration 31Q: 3 clusters Score -1413856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1413878.500000 Penalty: 4702.527344
	Iteration 32Q: 3 clusters Score -1413878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1413891.750000 Penalty: 4702.527344
	Iteration 33Q: 3 clusters Score -1413892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1413895.625000 Penalty: 4702.527344
	Iteration 34Q: 3 clusters Score -1413896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1413897.875000 Penalty: 4702.527344
	Iteration 35Q: 3 clusters Score -1413898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1413902.375000 Penalty: 4702.527344
	Iteration 36Q: 3 clusters Score -1413902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1413906.500000 Penalty: 4702.527344
	Iteration 37Q: 3 clusters Score -1413906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1413910.500000 Penalty: 4702.527344
	Iteration 38Q: 3 clusters Score -1413910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1413914.750000 Penalty: 4702.527344
	Iteration 39Q: 3 clusters Score -1413915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1413916.625000 Penalty: 4702.527344
	Iteration 40F: 3 clusters Score -1413917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1413920.375000 Penalty: 4702.527344
	Iteration 41Q: 3 clusters Score -1413920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1413925.625000 Penalty: 4702.527344
	Iteration 42Q: 3 clusters Score -1413926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1413931.125000 Penalty: 4702.527344
	Iteration 43Q: 3 clusters Score -1413931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1413939.125000 Penalty: 4702.527344
	Iteration 44Q: 3 clusters Score -1413939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1413940.000000 Penalty: 4702.527344
	Iteration 45Q: 3 clusters Score -1413940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1413943.125000 Penalty: 4702.527344
	Iteration 46Q: 3 clusters Score -1413943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1413944.125000 Penalty: 4702.527344
	Iteration 47Q: 3 clusters Score -1413944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1413945.250000 Penalty: 4702.527344
	Iteration 48Q: 3 clusters Score -1413945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1413948.375000 Penalty: 4702.527344
	Iteration 49Q: 3 clusters Score -1413948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1413948.375000 Penalty: 4702.527344
	Iteration 50F: 3 clusters Score -1413948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -64020.394531 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -64020.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62417.273438 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -62417.27 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -62693.339844 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -62693.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62806.019531 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -62806.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62857.972656 Penalty: 3181.075684
	Iteration 3Q: 3 clusters Score -62857.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62905.628906 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -62905.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62956.269531 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -62956.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62999.761719 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -62999.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63023.070312 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -63023.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63050.894531 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -63050.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -63065.679688 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -63065.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63091.808594 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -63091.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63101.671875 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -63101.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63120.789062 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -63120.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -63128.527344 Penalty: 3181.075684
	Iteration 13Q: 3 clusters Score -63128.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -63128.527344 Penalty: 3181.075684
	Iteration 14F: 3 clusters Score -63128.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -78637.382812 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -78637.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76900.773438 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -76900.77 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -77237.218750 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -77237.22 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77405.929688 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -77405.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -77655.085938 Penalty: 3293.378418
	Iteration 3F: 3 clusters Score -77655.09 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78343.718750 Penalty: 3293.378418
	Iteration 4F: 3 clusters Score -78343.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -78544.046875 Penalty: 3293.378418
	Iteration 5F: 3 clusters Score -78544.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78627.250000 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -78627.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78715.039062 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -78715.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -78797.257812 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -78797.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -78872.804688 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -78872.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -78898.929688 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -78898.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -78909.070312 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -78909.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -78937.398438 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -78937.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -78990.156250 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -78990.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79016.390625 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -79016.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -79052.937500 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -79052.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79088.750000 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -79088.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -79128.437500 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -79128.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79141.429688 Penalty: 3293.378418
	Iteration 18Q: 3 clusters Score -79141.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -79151.625000 Penalty: 3293.378418
	Iteration 19Q: 3 clusters Score -79151.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -79155.609375 Penalty: 3293.378418
	Iteration 20F: 3 clusters Score -79155.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321838 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 269 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 22355 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151825 members 
Mstep: Class 20 contains 115694 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 496 members 
Entering Unmasked Estep 
Score: -92668672.000000 Penalty: 81048.273438
Splitting cluster 5 changes total score from -92669888.000000 to -92668672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -65581.679688 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -65581.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63972.875000 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -63972.88 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64155.878906 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -64155.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64212.460938 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -64212.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64230.597656 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -64230.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -64235.464844 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -64235.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -64237.429688 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -64237.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -64237.429688 Penalty: 3169.559326
	Iteration 6F: 3 clusters Score -64237.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Entering Unmasked Estep 
Score: -7572962.500000 Penalty: 2749.501953
	Iteration 0F: 2 clusters Score -7572962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -7529084.000000 Penalty: 5499.003906
	Iteration 0F: 3 clusters Score -7529084 nChanged 30547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -7546019.500000 Penalty: 5499.003906
	Iteration 1F: 3 clusters Score -7546020 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -7546543.500000 Penalty: 5499.003906
	Iteration 2Q: 3 clusters Score -7546544 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -7547088.500000 Penalty: 5499.003906
	Iteration 3Q: 3 clusters Score -7547088 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -7547704.000000 Penalty: 5499.003906
	Iteration 4Q: 3 clusters Score -7547704 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -7548285.000000 Penalty: 5499.003906
	Iteration 5Q: 3 clusters Score -7548285 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -7548972.000000 Penalty: 5499.003906
	Iteration 6Q: 3 clusters Score -7548972 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -7549746.000000 Penalty: 5499.003906
	Iteration 7Q: 3 clusters Score -7549746 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -7550541.500000 Penalty: 5499.003906
	Iteration 8Q: 3 clusters Score -7550542 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -7551541.500000 Penalty: 5499.003906
	Iteration 9Q: 3 clusters Score -7551542 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -7552613.000000 Penalty: 5499.003906
	Iteration 10Q: 3 clusters Score -7552613 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -7554000.500000 Penalty: 5499.003906
	Iteration 11Q: 3 clusters Score -7554000 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -7555943.500000 Penalty: 5499.003906
	Iteration 12F: 3 clusters Score -7555944 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -7558314.500000 Penalty: 5499.003906
	Iteration 13F: 3 clusters Score -7558314 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -7561222.500000 Penalty: 5499.003906
	Iteration 14F: 3 clusters Score -7561222 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -7564474.000000 Penalty: 5499.003906
	Iteration 15F: 3 clusters Score -7564474 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60316 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -7567053.500000 Penalty: 5499.003906
	Iteration 16Q: 3 clusters Score -7567054 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7568746.000000 Penalty: 5499.003906
	Iteration 17Q: 3 clusters Score -7568746 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7569661.500000 Penalty: 5499.003906
	Iteration 18Q: 3 clusters Score -7569662 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7570106.500000 Penalty: 5499.003906
	Iteration 19Q: 3 clusters Score -7570106 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7570409.500000 Penalty: 5499.003906
	Iteration 20F: 3 clusters Score -7570410 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7570527.500000 Penalty: 5499.003906
	Iteration 21Q: 3 clusters Score -7570528 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7570618.000000 Penalty: 5499.003906
	Iteration 22Q: 3 clusters Score -7570618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7570663.500000 Penalty: 5499.003906
	Iteration 23Q: 3 clusters Score -7570664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7570700.000000 Penalty: 5499.003906
	Iteration 24Q: 3 clusters Score -7570700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7570716.500000 Penalty: 5499.003906
	Iteration 25Q: 3 clusters Score -7570716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7570754.500000 Penalty: 5499.003906
	Iteration 26Q: 3 clusters Score -7570754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7570756.500000 Penalty: 5499.003906
	Iteration 27Q: 3 clusters Score -7570756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7570766.000000 Penalty: 5499.003906
	Iteration 28Q: 3 clusters Score -7570766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7570773.000000 Penalty: 5499.003906
	Iteration 29Q: 3 clusters Score -7570773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64833 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7570781.500000 Penalty: 5499.003906
	Iteration 30Q: 3 clusters Score -7570782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7570781.000000 Penalty: 5499.003906
	Iteration 31Q: 3 clusters Score -7570781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7570791.500000 Penalty: 5499.003906
	Iteration 32Q: 3 clusters Score -7570792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7570796.000000 Penalty: 5499.003906
	Iteration 33Q: 3 clusters Score -7570796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7570795.500000 Penalty: 5499.003906
	Iteration 34Q: 3 clusters Score -7570796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7570787.000000 Penalty: 5499.003906
	Iteration 35Q: 3 clusters Score -7570787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7570797.000000 Penalty: 5499.003906
	Iteration 36Q: 3 clusters Score -7570797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7570799.000000 Penalty: 5499.003906
	Iteration 37Q: 3 clusters Score -7570799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7570801.500000 Penalty: 5499.003906
	Iteration 38Q: 3 clusters Score -7570802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7570801.500000 Penalty: 5499.003906
	Iteration 39F: 3 clusters Score -7570802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -285513.156250 Penalty: 1937.469849
	Iteration 0F: 2 clusters Score -285513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -282586.218750 Penalty: 3874.939697
	Iteration 0F: 3 clusters Score -282586.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -283135.812500 Penalty: 3874.939697
	Iteration 1F: 3 clusters Score -283135.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -283235.343750 Penalty: 3874.939697
	Iteration 2F: 3 clusters Score -283235.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -283298.937500 Penalty: 3874.939697
	Iteration 3Q: 3 clusters Score -283298.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -283348.312500 Penalty: 3874.939697
	Iteration 4Q: 3 clusters Score -283348.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -283396.687500 Penalty: 3874.939697
	Iteration 5Q: 3 clusters Score -283396.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -283438.781250 Penalty: 3874.939697
	Iteration 6Q: 3 clusters Score -283438.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -283477.281250 Penalty: 3874.939697
	Iteration 7Q: 3 clusters Score -283477.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -283497.156250 Penalty: 3874.939697
	Iteration 8Q: 3 clusters Score -283497.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -283513.375000 Penalty: 3874.939697
	Iteration 9Q: 3 clusters Score -283513.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -283529.531250 Penalty: 3874.939697
	Iteration 10Q: 3 clusters Score -283529.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -283542.593750 Penalty: 3874.939697
	Iteration 11Q: 3 clusters Score -283542.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -283560.343750 Penalty: 3874.939697
	Iteration 12Q: 3 clusters Score -283560.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -283571.781250 Penalty: 3874.939697
	Iteration 13Q: 3 clusters Score -283571.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -283579.000000 Penalty: 3874.939697
	Iteration 14Q: 3 clusters Score -283579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -283583.656250 Penalty: 3874.939697
	Iteration 15Q: 3 clusters Score -283583.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -283586.718750 Penalty: 3874.939697
	Iteration 16Q: 3 clusters Score -283586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -283589.718750 Penalty: 3874.939697
	Iteration 17Q: 3 clusters Score -283589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -283591.812500 Penalty: 3874.939697
	Iteration 18Q: 3 clusters Score -283591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -283592.218750 Penalty: 3874.939697
	Iteration 19Q: 3 clusters Score -283592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -283592.218750 Penalty: 3874.939697
	Iteration 20F: 3 clusters Score -283592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -44414.218750 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -44414.22 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 221 members 
Entering Unmasked Estep 
Score: -42935.214844 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -42935.21 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43100.703125 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -43100.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43197.394531 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -43197.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43262.351562 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -43262.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43308.703125 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -43308.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43340.710938 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -43340.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43359.023438 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -43359.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43368.816406 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -43368.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43371.636719 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -43371.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43371.636719 Penalty: 3024.645020
	Iteration 9F: 3 clusters Score -43371.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Entering Unmasked Estep 
Score: -2622010.250000 Penalty: 2483.671631
	Iteration 0F: 2 clusters Score -2622010 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 11170 members 
Entering Unmasked Estep 
Score: -2606405.250000 Penalty: 4967.343262
	Iteration 0F: 3 clusters Score -2606405 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2611652.500000 Penalty: 4967.343262
	Iteration 1F: 3 clusters Score -2611652 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2612108.500000 Penalty: 4967.343262
	Iteration 2F: 3 clusters Score -2612108 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2612582.500000 Penalty: 4967.343262
	Iteration 3Q: 3 clusters Score -2612582 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2613093.250000 Penalty: 4967.343262
	Iteration 4Q: 3 clusters Score -2613093 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2613594.500000 Penalty: 4967.343262
	Iteration 5Q: 3 clusters Score -2613594 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2614056.250000 Penalty: 4967.343262
	Iteration 6Q: 3 clusters Score -2614056 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2614410.750000 Penalty: 4967.343262
	Iteration 7Q: 3 clusters Score -2614411 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2614760.000000 Penalty: 4967.343262
	Iteration 8Q: 3 clusters Score -2614760 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2615070.750000 Penalty: 4967.343262
	Iteration 9Q: 3 clusters Score -2615071 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2615394.750000 Penalty: 4967.343262
	Iteration 10Q: 3 clusters Score -2615395 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2615698.750000 Penalty: 4967.343262
	Iteration 11Q: 3 clusters Score -2615699 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2616022.500000 Penalty: 4967.343262
	Iteration 12Q: 3 clusters Score -2616022 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2616438.000000 Penalty: 4967.343262
	Iteration 13Q: 3 clusters Score -2616438 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2616927.750000 Penalty: 4967.343262
	Iteration 14Q: 3 clusters Score -2616928 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2617474.250000 Penalty: 4967.343262
	Iteration 15Q: 3 clusters Score -2617474 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2618005.750000 Penalty: 4967.343262
	Iteration 16Q: 3 clusters Score -2618006 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2618587.000000 Penalty: 4967.343262
	Iteration 17Q: 3 clusters Score -2618587 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2619056.500000 Penalty: 4967.343262
	Iteration 18Q: 3 clusters Score -2619056 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2619437.500000 Penalty: 4967.343262
	Iteration 19Q: 3 clusters Score -2619438 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2619754.500000 Penalty: 4967.343262
	Iteration 20F: 3 clusters Score -2619754 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2620030.750000 Penalty: 4967.343262
	Iteration 21Q: 3 clusters Score -2620031 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2620248.750000 Penalty: 4967.343262
	Iteration 22Q: 3 clusters Score -2620249 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2620432.500000 Penalty: 4967.343262
	Iteration 23Q: 3 clusters Score -2620432 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2620564.000000 Penalty: 4967.343262
	Iteration 24Q: 3 clusters Score -2620564 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2620676.000000 Penalty: 4967.343262
	Iteration 25Q: 3 clusters Score -2620676 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2620750.750000 Penalty: 4967.343262
	Iteration 26Q: 3 clusters Score -2620751 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2620803.500000 Penalty: 4967.343262
	Iteration 27Q: 3 clusters Score -2620804 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2620869.750000 Penalty: 4967.343262
	Iteration 28Q: 3 clusters Score -2620870 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2620887.250000 Penalty: 4967.343262
	Iteration 29Q: 3 clusters Score -2620887 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2620922.000000 Penalty: 4967.343262
	Iteration 30Q: 3 clusters Score -2620922 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2620945.000000 Penalty: 4967.343262
	Iteration 31Q: 3 clusters Score -2620945 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2620952.500000 Penalty: 4967.343262
	Iteration 32Q: 3 clusters Score -2620952 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2620958.500000 Penalty: 4967.343262
	Iteration 33Q: 3 clusters Score -2620958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2620965.500000 Penalty: 4967.343262
	Iteration 34Q: 3 clusters Score -2620966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2620983.500000 Penalty: 4967.343262
	Iteration 35Q: 3 clusters Score -2620984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2620989.250000 Penalty: 4967.343262
	Iteration 36Q: 3 clusters Score -2620989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2620988.500000 Penalty: 4967.343262
	Iteration 37Q: 3 clusters Score -2620988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2620987.250000 Penalty: 4967.343262
	Iteration 38Q: 3 clusters Score -2620987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2620980.000000 Penalty: 4967.343262
	Iteration 39Q: 3 clusters Score -2620980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2620982.500000 Penalty: 4967.343262
	Iteration 40F: 3 clusters Score -2620982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2620986.000000 Penalty: 4967.343262
	Iteration 41Q: 3 clusters Score -2620986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2620989.750000 Penalty: 4967.343262
	Iteration 42Q: 3 clusters Score -2620990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2620997.250000 Penalty: 4967.343262
	Iteration 43Q: 3 clusters Score -2620997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2620995.750000 Penalty: 4967.343262
	Iteration 44Q: 3 clusters Score -2620996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2620998.750000 Penalty: 4967.343262
	Iteration 45Q: 3 clusters Score -2620999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2620997.500000 Penalty: 4967.343262
	Iteration 46Q: 3 clusters Score -2620998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2620994.500000 Penalty: 4967.343262
	Iteration 47Q: 3 clusters Score -2620994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2620994.500000 Penalty: 4967.343262
	Iteration 48F: 3 clusters Score -2620994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Entering Unmasked Estep 
Score: -634599.750000 Penalty: 2139.481934
	Iteration 0F: 2 clusters Score -634599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -629678.937500 Penalty: 4278.963867
	Iteration 0F: 3 clusters Score -629678.9 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -630860.937500 Penalty: 4278.963867
	Iteration 1F: 3 clusters Score -630860.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -631047.062500 Penalty: 4278.963867
	Iteration 2F: 3 clusters Score -631047.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -631152.500000 Penalty: 4278.963867
	Iteration 3Q: 3 clusters Score -631152.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -631235.250000 Penalty: 4278.963867
	Iteration 4Q: 3 clusters Score -631235.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -631294.750000 Penalty: 4278.963867
	Iteration 5Q: 3 clusters Score -631294.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -631345.625000 Penalty: 4278.963867
	Iteration 6Q: 3 clusters Score -631345.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -631391.750000 Penalty: 4278.963867
	Iteration 7Q: 3 clusters Score -631391.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -631432.125000 Penalty: 4278.963867
	Iteration 8Q: 3 clusters Score -631432.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -631472.937500 Penalty: 4278.963867
	Iteration 9Q: 3 clusters Score -631472.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -631505.187500 Penalty: 4278.963867
	Iteration 10Q: 3 clusters Score -631505.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -631531.687500 Penalty: 4278.963867
	Iteration 11Q: 3 clusters Score -631531.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -631548.375000 Penalty: 4278.963867
	Iteration 12Q: 3 clusters Score -631548.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -631565.312500 Penalty: 4278.963867
	Iteration 13Q: 3 clusters Score -631565.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -631581.187500 Penalty: 4278.963867
	Iteration 14Q: 3 clusters Score -631581.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -631588.812500 Penalty: 4278.963867
	Iteration 15Q: 3 clusters Score -631588.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -631602.250000 Penalty: 4278.963867
	Iteration 16Q: 3 clusters Score -631602.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -631612.625000 Penalty: 4278.963867
	Iteration 17Q: 3 clusters Score -631612.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -631621.500000 Penalty: 4278.963867
	Iteration 18Q: 3 clusters Score -631621.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -631632.187500 Penalty: 4278.963867
	Iteration 19Q: 3 clusters Score -631632.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -631642.437500 Penalty: 4278.963867
	Iteration 20F: 3 clusters Score -631642.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -631649.562500 Penalty: 4278.963867
	Iteration 21Q: 3 clusters Score -631649.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -631658.750000 Penalty: 4278.963867
	Iteration 22Q: 3 clusters Score -631658.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -631667.750000 Penalty: 4278.963867
	Iteration 23Q: 3 clusters Score -631667.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -631675.562500 Penalty: 4278.963867
	Iteration 24Q: 3 clusters Score -631675.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -631684.625000 Penalty: 4278.963867
	Iteration 25Q: 3 clusters Score -631684.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -631694.937500 Penalty: 4278.963867
	Iteration 26Q: 3 clusters Score -631694.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -631702.875000 Penalty: 4278.963867
	Iteration 27Q: 3 clusters Score -631702.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -631710.375000 Penalty: 4278.963867
	Iteration 28Q: 3 clusters Score -631710.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -631718.687500 Penalty: 4278.963867
	Iteration 29Q: 3 clusters Score -631718.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -631724.812500 Penalty: 4278.963867
	Iteration 30Q: 3 clusters Score -631724.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -631731.250000 Penalty: 4278.963867
	Iteration 31Q: 3 clusters Score -631731.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -631738.500000 Penalty: 4278.963867
	Iteration 32Q: 3 clusters Score -631738.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -631744.437500 Penalty: 4278.963867
	Iteration 33Q: 3 clusters Score -631744.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -631750.125000 Penalty: 4278.963867
	Iteration 34Q: 3 clusters Score -631750.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -631754.562500 Penalty: 4278.963867
	Iteration 35Q: 3 clusters Score -631754.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -631757.437500 Penalty: 4278.963867
	Iteration 36Q: 3 clusters Score -631757.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -631761.375000 Penalty: 4278.963867
	Iteration 37Q: 3 clusters Score -631761.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -631765.937500 Penalty: 4278.963867
	Iteration 38Q: 3 clusters Score -631765.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -631769.312500 Penalty: 4278.963867
	Iteration 39Q: 3 clusters Score -631769.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -631773.687500 Penalty: 4278.963867
	Iteration 40F: 3 clusters Score -631773.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -631777.750000 Penalty: 4278.963867
	Iteration 41Q: 3 clusters Score -631777.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -631782.000000 Penalty: 4278.963867
	Iteration 42Q: 3 clusters Score -631782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -631786.500000 Penalty: 4278.963867
	Iteration 43Q: 3 clusters Score -631786.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -631792.562500 Penalty: 4278.963867
	Iteration 44Q: 3 clusters Score -631792.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -631799.375000 Penalty: 4278.963867
	Iteration 45Q: 3 clusters Score -631799.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -631802.875000 Penalty: 4278.963867
	Iteration 46Q: 3 clusters Score -631802.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -631808.687500 Penalty: 4278.963867
	Iteration 47Q: 3 clusters Score -631808.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -631813.812500 Penalty: 4278.963867
	Iteration 48Q: 3 clusters Score -631813.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -631819.562500 Penalty: 4278.963867
	Iteration 49Q: 3 clusters Score -631819.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -631825.250000 Penalty: 4278.963867
	Iteration 50Q: 3 clusters Score -631825.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -631831.687500 Penalty: 4278.963867
	Iteration 51Q: 3 clusters Score -631831.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -631843.812500 Penalty: 4278.963867
	Iteration 52Q: 3 clusters Score -631843.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -631854.875000 Penalty: 4278.963867
	Iteration 53Q: 3 clusters Score -631854.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -631861.312500 Penalty: 4278.963867
	Iteration 54Q: 3 clusters Score -631861.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -631874.375000 Penalty: 4278.963867
	Iteration 55Q: 3 clusters Score -631874.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -631888.687500 Penalty: 4278.963867
	Iteration 56Q: 3 clusters Score -631888.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -631905.125000 Penalty: 4278.963867
	Iteration 57Q: 3 clusters Score -631905.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -631924.437500 Penalty: 4278.963867
	Iteration 58Q: 3 clusters Score -631924.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -631941.375000 Penalty: 4278.963867
	Iteration 59Q: 3 clusters Score -631941.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -631958.500000 Penalty: 4278.963867
	Iteration 60F: 3 clusters Score -631958.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -631975.625000 Penalty: 4278.963867
	Iteration 61Q: 3 clusters Score -631975.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -631990.187500 Penalty: 4278.963867
	Iteration 62Q: 3 clusters Score -631990.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -632003.375000 Penalty: 4278.963867
	Iteration 63Q: 3 clusters Score -632003.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -632019.937500 Penalty: 4278.963867
	Iteration 64Q: 3 clusters Score -632019.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -632040.687500 Penalty: 4278.963867
	Iteration 65Q: 3 clusters Score -632040.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -632057.125000 Penalty: 4278.963867
	Iteration 66Q: 3 clusters Score -632057.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -632072.062500 Penalty: 4278.963867
	Iteration 67Q: 3 clusters Score -632072.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -632088.812500 Penalty: 4278.963867
	Iteration 68Q: 3 clusters Score -632088.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -632101.625000 Penalty: 4278.963867
	Iteration 69Q: 3 clusters Score -632101.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -632110.750000 Penalty: 4278.963867
	Iteration 70Q: 3 clusters Score -632110.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -632117.375000 Penalty: 4278.963867
	Iteration 71Q: 3 clusters Score -632117.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -632125.750000 Penalty: 4278.963867
	Iteration 72Q: 3 clusters Score -632125.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -632130.750000 Penalty: 4278.963867
	Iteration 73Q: 3 clusters Score -632130.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -632137.687500 Penalty: 4278.963867
	Iteration 74Q: 3 clusters Score -632137.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -632143.312500 Penalty: 4278.963867
	Iteration 75Q: 3 clusters Score -632143.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -632151.937500 Penalty: 4278.963867
	Iteration 76Q: 3 clusters Score -632151.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -632159.625000 Penalty: 4278.963867
	Iteration 77Q: 3 clusters Score -632159.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -632169.062500 Penalty: 4278.963867
	Iteration 78Q: 3 clusters Score -632169.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -632178.500000 Penalty: 4278.963867
	Iteration 79Q: 3 clusters Score -632178.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -632190.125000 Penalty: 4278.963867
	Iteration 80F: 3 clusters Score -632190.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -632203.500000 Penalty: 4278.963867
	Iteration 81Q: 3 clusters Score -632203.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -632212.500000 Penalty: 4278.963867
	Iteration 82Q: 3 clusters Score -632212.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -632224.187500 Penalty: 4278.963867
	Iteration 83Q: 3 clusters Score -632224.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -632233.437500 Penalty: 4278.963867
	Iteration 84Q: 3 clusters Score -632233.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -632240.937500 Penalty: 4278.963867
	Iteration 85Q: 3 clusters Score -632240.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -632255.125000 Penalty: 4278.963867
	Iteration 86Q: 3 clusters Score -632255.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -632269.687500 Penalty: 4278.963867
	Iteration 87Q: 3 clusters Score -632269.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -632282.562500 Penalty: 4278.963867
	Iteration 88Q: 3 clusters Score -632282.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -632292.687500 Penalty: 4278.963867
	Iteration 89Q: 3 clusters Score -632292.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -632301.375000 Penalty: 4278.963867
	Iteration 90Q: 3 clusters Score -632301.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -632313.250000 Penalty: 4278.963867
	Iteration 91Q: 3 clusters Score -632313.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -632326.125000 Penalty: 4278.963867
	Iteration 92Q: 3 clusters Score -632326.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -632334.125000 Penalty: 4278.963867
	Iteration 93Q: 3 clusters Score -632334.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -632342.125000 Penalty: 4278.963867
	Iteration 94Q: 3 clusters Score -632342.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -632348.375000 Penalty: 4278.963867
	Iteration 95Q: 3 clusters Score -632348.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -632354.625000 Penalty: 4278.963867
	Iteration 96Q: 3 clusters Score -632354.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -632360.500000 Penalty: 4278.963867
	Iteration 97Q: 3 clusters Score -632360.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -632368.437500 Penalty: 4278.963867
	Iteration 98Q: 3 clusters Score -632368.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -632373.625000 Penalty: 4278.963867
	Iteration 99Q: 3 clusters Score -632373.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -632379.062500 Penalty: 4278.963867
	Iteration 100F: 3 clusters Score -632379.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -632384.250000 Penalty: 4278.963867
	Iteration 101Q: 3 clusters Score -632384.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -632387.937500 Penalty: 4278.963867
	Iteration 102Q: 3 clusters Score -632387.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -632390.937500 Penalty: 4278.963867
	Iteration 103Q: 3 clusters Score -632390.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -632393.062500 Penalty: 4278.963867
	Iteration 104Q: 3 clusters Score -632393.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -632395.937500 Penalty: 4278.963867
	Iteration 105Q: 3 clusters Score -632395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -632396.375000 Penalty: 4278.963867
	Iteration 106Q: 3 clusters Score -632396.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -632399.000000 Penalty: 4278.963867
	Iteration 107Q: 3 clusters Score -632399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -632399.500000 Penalty: 4278.963867
	Iteration 108Q: 3 clusters Score -632399.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -632399.625000 Penalty: 4278.963867
	Iteration 109Q: 3 clusters Score -632399.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -632400.562500 Penalty: 4278.963867
	Iteration 110Q: 3 clusters Score -632400.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -632402.187500 Penalty: 4278.963867
	Iteration 111Q: 3 clusters Score -632402.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -632403.750000 Penalty: 4278.963867
	Iteration 112Q: 3 clusters Score -632403.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -632406.375000 Penalty: 4278.963867
	Iteration 113Q: 3 clusters Score -632406.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -632409.062500 Penalty: 4278.963867
	Iteration 114Q: 3 clusters Score -632409.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -632410.187500 Penalty: 4278.963867
	Iteration 115Q: 3 clusters Score -632410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -632412.687500 Penalty: 4278.963867
	Iteration 116Q: 3 clusters Score -632412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -632412.000000 Penalty: 4278.963867
	Iteration 117Q: 3 clusters Score -632412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -632413.312500 Penalty: 4278.963867
	Iteration 118Q: 3 clusters Score -632413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -632413.312500 Penalty: 4278.963867
	Iteration 119Q: 3 clusters Score -632413.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -632415.687500 Penalty: 4278.963867
	Iteration 120F: 3 clusters Score -632415.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -632415.437500 Penalty: 4278.963867
	Iteration 121Q: 3 clusters Score -632415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -632415.437500 Penalty: 4278.963867
	Iteration 122F: 3 clusters Score -632415.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Entering Unmasked Estep 
Score: -3494099.750000 Penalty: 2554.436523
	Iteration 0F: 2 clusters Score -3494100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3473715.500000 Penalty: 5108.873047
	Iteration 0F: 3 clusters Score -3473716 nChanged 13356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3480887.000000 Penalty: 5108.873047
	Iteration 1F: 3 clusters Score -3480887 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3481321.000000 Penalty: 5108.873047
	Iteration 2Q: 3 clusters Score -3481321 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -3481725.250000 Penalty: 5108.873047
	Iteration 3Q: 3 clusters Score -3481725 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3482120.500000 Penalty: 5108.873047
	Iteration 4Q: 3 clusters Score -3482120 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3482537.500000 Penalty: 5108.873047
	Iteration 5Q: 3 clusters Score -3482538 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3483029.750000 Penalty: 5108.873047
	Iteration 6Q: 3 clusters Score -3483030 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -3483802.750000 Penalty: 5108.873047
	Iteration 7Q: 3 clusters Score -3483803 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3484781.000000 Penalty: 5108.873047
	Iteration 8F: 3 clusters Score -3484781 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3486092.750000 Penalty: 5108.873047
	Iteration 9F: 3 clusters Score -3486093 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3487682.750000 Penalty: 5108.873047
	Iteration 10F: 3 clusters Score -3487683 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3489256.250000 Penalty: 5108.873047
	Iteration 11F: 3 clusters Score -3489256 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3490385.750000 Penalty: 5108.873047
	Iteration 12Q: 3 clusters Score -3490386 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3491062.000000 Penalty: 5108.873047
	Iteration 13Q: 3 clusters Score -3491062 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3491402.750000 Penalty: 5108.873047
	Iteration 14Q: 3 clusters Score -3491403 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3491600.750000 Penalty: 5108.873047
	Iteration 15Q: 3 clusters Score -3491601 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3491693.250000 Penalty: 5108.873047
	Iteration 16Q: 3 clusters Score -3491693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3491748.500000 Penalty: 5108.873047
	Iteration 17Q: 3 clusters Score -3491748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3491785.750000 Penalty: 5108.873047
	Iteration 18Q: 3 clusters Score -3491786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3491814.750000 Penalty: 5108.873047
	Iteration 19Q: 3 clusters Score -3491815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3491825.250000 Penalty: 5108.873047
	Iteration 20F: 3 clusters Score -3491825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3491833.250000 Penalty: 5108.873047
	Iteration 21Q: 3 clusters Score -3491833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3491851.000000 Penalty: 5108.873047
	Iteration 22Q: 3 clusters Score -3491851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3491855.000000 Penalty: 5108.873047
	Iteration 23Q: 3 clusters Score -3491855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3491859.500000 Penalty: 5108.873047
	Iteration 24Q: 3 clusters Score -3491860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3491863.000000 Penalty: 5108.873047
	Iteration 25Q: 3 clusters Score -3491863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3491869.500000 Penalty: 5108.873047
	Iteration 26Q: 3 clusters Score -3491870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3491874.750000 Penalty: 5108.873047
	Iteration 27Q: 3 clusters Score -3491875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3491874.750000 Penalty: 5108.873047
	Iteration 28F: 3 clusters Score -3491875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Entering Unmasked Estep 
Score: -4785838.000000 Penalty: 2643.011963
	Iteration 0F: 2 clusters Score -4785838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -4757074.500000 Penalty: 5286.023926
	Iteration 0F: 3 clusters Score -4757074 nChanged 19549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4767742.000000 Penalty: 5286.023926
	Iteration 1F: 3 clusters Score -4767742 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -4768128.500000 Penalty: 5286.023926
	Iteration 2Q: 3 clusters Score -4768128 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -4768507.000000 Penalty: 5286.023926
	Iteration 3Q: 3 clusters Score -4768507 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -4768820.500000 Penalty: 5286.023926
	Iteration 4Q: 3 clusters Score -4768820 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -4769197.000000 Penalty: 5286.023926
	Iteration 5Q: 3 clusters Score -4769197 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -4769605.000000 Penalty: 5286.023926
	Iteration 6Q: 3 clusters Score -4769605 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -4770151.000000 Penalty: 5286.023926
	Iteration 7Q: 3 clusters Score -4770151 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -4770969.000000 Penalty: 5286.023926
	Iteration 8Q: 3 clusters Score -4770969 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -4772146.500000 Penalty: 5286.023926
	Iteration 9Q: 3 clusters Score -4772146 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -4773814.000000 Penalty: 5286.023926
	Iteration 10F: 3 clusters Score -4773814 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4775863.500000 Penalty: 5286.023926
	Iteration 11F: 3 clusters Score -4775864 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4777947.500000 Penalty: 5286.023926
	Iteration 12F: 3 clusters Score -4777948 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -4779719.000000 Penalty: 5286.023926
	Iteration 13F: 3 clusters Score -4779719 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -4781093.000000 Penalty: 5286.023926
	Iteration 14Q: 3 clusters Score -4781093 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -4782011.000000 Penalty: 5286.023926
	Iteration 15Q: 3 clusters Score -4782011 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -4782556.000000 Penalty: 5286.023926
	Iteration 16Q: 3 clusters Score -4782556 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -4782937.500000 Penalty: 5286.023926
	Iteration 17Q: 3 clusters Score -4782938 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -4783130.500000 Penalty: 5286.023926
	Iteration 18Q: 3 clusters Score -4783130 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -4783241.000000 Penalty: 5286.023926
	Iteration 19Q: 3 clusters Score -4783241 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -4783323.000000 Penalty: 5286.023926
	Iteration 20F: 3 clusters Score -4783323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -4783409.500000 Penalty: 5286.023926
	Iteration 21Q: 3 clusters Score -4783410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -4783437.000000 Penalty: 5286.023926
	Iteration 22Q: 3 clusters Score -4783437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -4783462.500000 Penalty: 5286.023926
	Iteration 23Q: 3 clusters Score -4783462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -4783484.000000 Penalty: 5286.023926
	Iteration 24Q: 3 clusters Score -4783484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -4783498.000000 Penalty: 5286.023926
	Iteration 25Q: 3 clusters Score -4783498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -4783508.000000 Penalty: 5286.023926
	Iteration 26Q: 3 clusters Score -4783508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -4783528.500000 Penalty: 5286.023926
	Iteration 27Q: 3 clusters Score -4783528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -4783557.000000 Penalty: 5286.023926
	Iteration 28Q: 3 clusters Score -4783557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -4783567.500000 Penalty: 5286.023926
	Iteration 29Q: 3 clusters Score -4783568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -4783575.500000 Penalty: 5286.023926
	Iteration 30Q: 3 clusters Score -4783576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -4783587.000000 Penalty: 5286.023926
	Iteration 31Q: 3 clusters Score -4783587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -4783593.500000 Penalty: 5286.023926
	Iteration 32Q: 3 clusters Score -4783594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -4783598.000000 Penalty: 5286.023926
	Iteration 33Q: 3 clusters Score -4783598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -4783603.000000 Penalty: 5286.023926
	Iteration 34Q: 3 clusters Score -4783603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -4783604.000000 Penalty: 5286.023926
	Iteration 35Q: 3 clusters Score -4783604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -4783603.000000 Penalty: 5286.023926
	Iteration 36Q: 3 clusters Score -4783603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -4783603.000000 Penalty: 5286.023926
	Iteration 37F: 3 clusters Score -4783603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Entering Unmasked Estep 
Score: -3297978.500000 Penalty: 2541.670654
	Iteration 0F: 2 clusters Score -3297978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3278532.000000 Penalty: 5083.341309
	Iteration 0F: 3 clusters Score -3278532 nChanged 12715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3285667.500000 Penalty: 5083.341309
	Iteration 1F: 3 clusters Score -3285668 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3286233.500000 Penalty: 5083.341309
	Iteration 2F: 3 clusters Score -3286234 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3286752.250000 Penalty: 5083.341309
	Iteration 3Q: 3 clusters Score -3286752 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3287170.000000 Penalty: 5083.341309
	Iteration 4Q: 3 clusters Score -3287170 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3287592.250000 Penalty: 5083.341309
	Iteration 5Q: 3 clusters Score -3287592 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3288011.250000 Penalty: 5083.341309
	Iteration 6Q: 3 clusters Score -3288011 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3288501.750000 Penalty: 5083.341309
	Iteration 7Q: 3 clusters Score -3288502 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3288966.250000 Penalty: 5083.341309
	Iteration 8Q: 3 clusters Score -3288966 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3289420.250000 Penalty: 5083.341309
	Iteration 9Q: 3 clusters Score -3289420 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3289921.250000 Penalty: 5083.341309
	Iteration 10Q: 3 clusters Score -3289921 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3290403.000000 Penalty: 5083.341309
	Iteration 11Q: 3 clusters Score -3290403 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3290882.250000 Penalty: 5083.341309
	Iteration 12Q: 3 clusters Score -3290882 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3291378.500000 Penalty: 5083.341309
	Iteration 13Q: 3 clusters Score -3291378 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -3291864.250000 Penalty: 5083.341309
	Iteration 14Q: 3 clusters Score -3291864 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3292283.750000 Penalty: 5083.341309
	Iteration 15Q: 3 clusters Score -3292284 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -3292609.750000 Penalty: 5083.341309
	Iteration 16Q: 3 clusters Score -3292610 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -3292834.250000 Penalty: 5083.341309
	Iteration 17Q: 3 clusters Score -3292834 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -3293020.500000 Penalty: 5083.341309
	Iteration 18Q: 3 clusters Score -3293020 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3293145.500000 Penalty: 5083.341309
	Iteration 19Q: 3 clusters Score -3293146 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3293274.250000 Penalty: 5083.341309
	Iteration 20F: 3 clusters Score -3293274 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3293455.750000 Penalty: 5083.341309
	Iteration 21Q: 3 clusters Score -3293456 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -3293667.000000 Penalty: 5083.341309
	Iteration 22Q: 3 clusters Score -3293667 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3293926.000000 Penalty: 5083.341309
	Iteration 23Q: 3 clusters Score -3293926 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3294253.000000 Penalty: 5083.341309
	Iteration 24Q: 3 clusters Score -3294253 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3294639.250000 Penalty: 5083.341309
	Iteration 25Q: 3 clusters Score -3294639 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3295189.000000 Penalty: 5083.341309
	Iteration 26Q: 3 clusters Score -3295189 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3295906.250000 Penalty: 5083.341309
	Iteration 27Q: 3 clusters Score -3295906 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3296682.750000 Penalty: 5083.341309
	Iteration 28Q: 3 clusters Score -3296683 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -3297371.250000 Penalty: 5083.341309
	Iteration 29Q: 3 clusters Score -3297371 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3297841.000000 Penalty: 5083.341309
	Iteration 30Q: 3 clusters Score -3297841 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3298102.500000 Penalty: 5083.341309
	Iteration 31Q: 3 clusters Score -3298102 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3298225.250000 Penalty: 5083.341309
	Iteration 32Q: 3 clusters Score -3298225 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3298295.250000 Penalty: 5083.341309
	Iteration 33Q: 3 clusters Score -3298295 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3298333.750000 Penalty: 5083.341309
	Iteration 34Q: 3 clusters Score -3298334 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3298356.750000 Penalty: 5083.341309
	Iteration 35Q: 3 clusters Score -3298357 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3298366.750000 Penalty: 5083.341309
	Iteration 36Q: 3 clusters Score -3298367 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3298392.000000 Penalty: 5083.341309
	Iteration 37Q: 3 clusters Score -3298392 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3298404.750000 Penalty: 5083.341309
	Iteration 38Q: 3 clusters Score -3298405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3298406.000000 Penalty: 5083.341309
	Iteration 39Q: 3 clusters Score -3298406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3298409.750000 Penalty: 5083.341309
	Iteration 40F: 3 clusters Score -3298410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3298406.500000 Penalty: 5083.341309
	Iteration 41Q: 3 clusters Score -3298406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3298411.500000 Penalty: 5083.341309
	Iteration 42Q: 3 clusters Score -3298412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3298417.750000 Penalty: 5083.341309
	Iteration 43Q: 3 clusters Score -3298418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3298422.750000 Penalty: 5083.341309
	Iteration 44Q: 3 clusters Score -3298423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3298419.000000 Penalty: 5083.341309
	Iteration 45Q: 3 clusters Score -3298419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3298422.750000 Penalty: 5083.341309
	Iteration 46Q: 3 clusters Score -3298423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3298423.500000 Penalty: 5083.341309
	Iteration 47Q: 3 clusters Score -3298424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3298418.500000 Penalty: 5083.341309
	Iteration 48Q: 3 clusters Score -3298418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3298422.000000 Penalty: 5083.341309
	Iteration 49Q: 3 clusters Score -3298422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3298420.750000 Penalty: 5083.341309
	Iteration 50Q: 3 clusters Score -3298421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3298422.250000 Penalty: 5083.341309
	Iteration 51Q: 3 clusters Score -3298422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3298419.250000 Penalty: 5083.341309
	Iteration 52Q: 3 clusters Score -3298419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3298420.750000 Penalty: 5083.341309
	Iteration 53Q: 3 clusters Score -3298421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3298418.750000 Penalty: 5083.341309
	Iteration 54Q: 3 clusters Score -3298419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3298419.250000 Penalty: 5083.341309
	Iteration 55Q: 3 clusters Score -3298419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3298419.750000 Penalty: 5083.341309
	Iteration 56Q: 3 clusters Score -3298420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3298423.000000 Penalty: 5083.341309
	Iteration 57Q: 3 clusters Score -3298423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3298420.000000 Penalty: 5083.341309
	Iteration 58Q: 3 clusters Score -3298420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3298421.250000 Penalty: 5083.341309
	Iteration 59Q: 3 clusters Score -3298421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3298416.500000 Penalty: 5083.341309
	Iteration 60F: 3 clusters Score -3298416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3298415.750000 Penalty: 5083.341309
	Iteration 61Q: 3 clusters Score -3298416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3298418.000000 Penalty: 5083.341309
	Iteration 62Q: 3 clusters Score -3298418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3298415.750000 Penalty: 5083.341309
	Iteration 63Q: 3 clusters Score -3298416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3298418.250000 Penalty: 5083.341309
	Iteration 64Q: 3 clusters Score -3298418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3298418.250000 Penalty: 5083.341309
	Iteration 65F: 3 clusters Score -3298418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321838 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 22355 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 13562 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151825 members 
Mstep: Class 20 contains 115694 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 14683 members 
Entering Unmasked Estep 
Score: -92669352.000000 Penalty: 81048.273438
Splitting cluster 14 changes total score from -92669888.000000 to -92669352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -236287.875000 Penalty: 1891.510254
	Iteration 0F: 2 clusters Score -236287.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -233624.296875 Penalty: 3783.020508
	Iteration 0F: 3 clusters Score -233624.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -234063.046875 Penalty: 3783.020508
	Iteration 1F: 3 clusters Score -234063 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -234196.828125 Penalty: 3783.020508
	Iteration 2F: 3 clusters Score -234196.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -234271.437500 Penalty: 3783.020508
	Iteration 3Q: 3 clusters Score -234271.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -234310.312500 Penalty: 3783.020508
	Iteration 4Q: 3 clusters Score -234310.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -234337.453125 Penalty: 3783.020508
	Iteration 5Q: 3 clusters Score -234337.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -234360.875000 Penalty: 3783.020508
	Iteration 6Q: 3 clusters Score -234360.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -234374.875000 Penalty: 3783.020508
	Iteration 7Q: 3 clusters Score -234374.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -234383.421875 Penalty: 3783.020508
	Iteration 8Q: 3 clusters Score -234383.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -234386.828125 Penalty: 3783.020508
	Iteration 9Q: 3 clusters Score -234386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -234390.156250 Penalty: 3783.020508
	Iteration 10Q: 3 clusters Score -234390.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -234394.625000 Penalty: 3783.020508
	Iteration 11Q: 3 clusters Score -234394.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -234400.875000 Penalty: 3783.020508
	Iteration 12Q: 3 clusters Score -234400.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -234406.843750 Penalty: 3783.020508
	Iteration 13Q: 3 clusters Score -234406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -234411.843750 Penalty: 3783.020508
	Iteration 14Q: 3 clusters Score -234411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -234412.531250 Penalty: 3783.020508
	Iteration 15Q: 3 clusters Score -234412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -234413.015625 Penalty: 3783.020508
	Iteration 16Q: 3 clusters Score -234413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -234414.015625 Penalty: 3783.020508
	Iteration 17Q: 3 clusters Score -234414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234415.109375 Penalty: 3783.020508
	Iteration 18Q: 3 clusters Score -234415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -234415.843750 Penalty: 3783.020508
	Iteration 19Q: 3 clusters Score -234415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -234417.140625 Penalty: 3783.020508
	Iteration 20F: 3 clusters Score -234417.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -234420.687500 Penalty: 3783.020508
	Iteration 21Q: 3 clusters Score -234420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -234421.750000 Penalty: 3783.020508
	Iteration 22Q: 3 clusters Score -234421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -234422.546875 Penalty: 3783.020508
	Iteration 23Q: 3 clusters Score -234422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -234423.078125 Penalty: 3783.020508
	Iteration 24Q: 3 clusters Score -234423.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -234423.078125 Penalty: 3783.020508
	Iteration 25F: 3 clusters Score -234423.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Entering Unmasked Estep 
Score: -781317.750000 Penalty: 2183.956055
	Iteration 0F: 2 clusters Score -781317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -775715.687500 Penalty: 4367.912109
	Iteration 0F: 3 clusters Score -775715.7 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -777087.000000 Penalty: 4367.912109
	Iteration 1F: 3 clusters Score -777087 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -777309.937500 Penalty: 4367.912109
	Iteration 2F: 3 clusters Score -777309.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -777444.375000 Penalty: 4367.912109
	Iteration 3Q: 3 clusters Score -777444.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -777530.687500 Penalty: 4367.912109
	Iteration 4Q: 3 clusters Score -777530.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -777588.312500 Penalty: 4367.912109
	Iteration 5Q: 3 clusters Score -777588.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -777644.625000 Penalty: 4367.912109
	Iteration 6Q: 3 clusters Score -777644.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -777687.937500 Penalty: 4367.912109
	Iteration 7Q: 3 clusters Score -777687.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -777718.000000 Penalty: 4367.912109
	Iteration 8Q: 3 clusters Score -777718 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -777750.500000 Penalty: 4367.912109
	Iteration 9Q: 3 clusters Score -777750.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -777774.062500 Penalty: 4367.912109
	Iteration 10Q: 3 clusters Score -777774.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -777789.937500 Penalty: 4367.912109
	Iteration 11Q: 3 clusters Score -777789.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -777806.125000 Penalty: 4367.912109
	Iteration 12Q: 3 clusters Score -777806.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -777818.437500 Penalty: 4367.912109
	Iteration 13Q: 3 clusters Score -777818.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -777834.687500 Penalty: 4367.912109
	Iteration 14Q: 3 clusters Score -777834.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -777854.375000 Penalty: 4367.912109
	Iteration 15Q: 3 clusters Score -777854.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -777868.625000 Penalty: 4367.912109
	Iteration 16Q: 3 clusters Score -777868.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -777883.625000 Penalty: 4367.912109
	Iteration 17Q: 3 clusters Score -777883.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -777901.437500 Penalty: 4367.912109
	Iteration 18Q: 3 clusters Score -777901.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -777917.125000 Penalty: 4367.912109
	Iteration 19Q: 3 clusters Score -777917.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -777930.125000 Penalty: 4367.912109
	Iteration 20F: 3 clusters Score -777930.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -777948.250000 Penalty: 4367.912109
	Iteration 21Q: 3 clusters Score -777948.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -777970.250000 Penalty: 4367.912109
	Iteration 22Q: 3 clusters Score -777970.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -777996.812500 Penalty: 4367.912109
	Iteration 23Q: 3 clusters Score -777996.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -778031.937500 Penalty: 4367.912109
	Iteration 24Q: 3 clusters Score -778031.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -778063.937500 Penalty: 4367.912109
	Iteration 25Q: 3 clusters Score -778063.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -778093.375000 Penalty: 4367.912109
	Iteration 26Q: 3 clusters Score -778093.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -778122.125000 Penalty: 4367.912109
	Iteration 27Q: 3 clusters Score -778122.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -778153.375000 Penalty: 4367.912109
	Iteration 28Q: 3 clusters Score -778153.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -778186.875000 Penalty: 4367.912109
	Iteration 29Q: 3 clusters Score -778186.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -778234.937500 Penalty: 4367.912109
	Iteration 30Q: 3 clusters Score -778234.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -778296.812500 Penalty: 4367.912109
	Iteration 31Q: 3 clusters Score -778296.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -778365.312500 Penalty: 4367.912109
	Iteration 32Q: 3 clusters Score -778365.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -778453.750000 Penalty: 4367.912109
	Iteration 33Q: 3 clusters Score -778453.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -778560.062500 Penalty: 4367.912109
	Iteration 34Q: 3 clusters Score -778560.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -778668.812500 Penalty: 4367.912109
	Iteration 35Q: 3 clusters Score -778668.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -778770.000000 Penalty: 4367.912109
	Iteration 36Q: 3 clusters Score -778770 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -778867.437500 Penalty: 4367.912109
	Iteration 37Q: 3 clusters Score -778867.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -778973.437500 Penalty: 4367.912109
	Iteration 38Q: 3 clusters Score -778973.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -779070.625000 Penalty: 4367.912109
	Iteration 39Q: 3 clusters Score -779070.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -779153.375000 Penalty: 4367.912109
	Iteration 40F: 3 clusters Score -779153.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -779222.062500 Penalty: 4367.912109
	Iteration 41Q: 3 clusters Score -779222.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -779278.812500 Penalty: 4367.912109
	Iteration 42Q: 3 clusters Score -779278.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -779330.000000 Penalty: 4367.912109
	Iteration 43Q: 3 clusters Score -779330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -779379.812500 Penalty: 4367.912109
	Iteration 44Q: 3 clusters Score -779379.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -779415.687500 Penalty: 4367.912109
	Iteration 45Q: 3 clusters Score -779415.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -779436.125000 Penalty: 4367.912109
	Iteration 46Q: 3 clusters Score -779436.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -779446.500000 Penalty: 4367.912109
	Iteration 47Q: 3 clusters Score -779446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -779450.812500 Penalty: 4367.912109
	Iteration 48Q: 3 clusters Score -779450.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -779457.125000 Penalty: 4367.912109
	Iteration 49Q: 3 clusters Score -779457.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -779462.562500 Penalty: 4367.912109
	Iteration 50Q: 3 clusters Score -779462.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -779467.500000 Penalty: 4367.912109
	Iteration 51Q: 3 clusters Score -779467.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -779469.312500 Penalty: 4367.912109
	Iteration 52Q: 3 clusters Score -779469.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -779469.312500 Penalty: 4367.912109
	Iteration 53F: 3 clusters Score -779469.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -66387.656250 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -66387.66 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 324 members 
Entering Unmasked Estep 
Score: -64745.250000 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -64745.25 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65015.039062 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -65015.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65154.054688 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -65154.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65306.640625 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -65306.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65574.375000 Penalty: 3204.888184
	Iteration 4F: 3 clusters Score -65574.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65835.367188 Penalty: 3204.888184
	Iteration 5F: 3 clusters Score -65835.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -65928.648438 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -65928.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66029.171875 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -66029.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -66180.632812 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -66180.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -66313.445312 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -66313.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -66403.773438 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -66403.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -66427.890625 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -66427.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -66470.875000 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -66470.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -66508.562500 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -66508.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -66527.070312 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -66527.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -66527.929688 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -66527.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -66528.843750 Penalty: 3204.888184
	Iteration 16Q: 3 clusters Score -66528.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -66530.468750 Penalty: 3204.888184
	Iteration 17Q: 3 clusters Score -66530.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66533.445312 Penalty: 3204.888184
	Iteration 18Q: 3 clusters Score -66533.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66533.445312 Penalty: 3204.888184
	Iteration 19F: 3 clusters Score -66533.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321838 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 22355 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 457 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151825 members 
Mstep: Class 20 contains 115694 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 183 members 
Entering Unmasked Estep 
Score: -92668256.000000 Penalty: 81048.273438
Splitting cluster 17 changes total score from -92669888.000000 to -92668256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -198636.796875 Penalty: 1880.771606
	Iteration 0F: 2 clusters Score -198636.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -196048.265625 Penalty: 3761.543213
	Iteration 0F: 3 clusters Score -196048.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -196564.375000 Penalty: 3761.543213
	Iteration 1F: 3 clusters Score -196564.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -196749.265625 Penalty: 3761.543213
	Iteration 2F: 3 clusters Score -196749.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -196859.156250 Penalty: 3761.543213
	Iteration 3F: 3 clusters Score -196859.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -196944.781250 Penalty: 3761.543213
	Iteration 4Q: 3 clusters Score -196944.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -197005.140625 Penalty: 3761.543213
	Iteration 5Q: 3 clusters Score -197005.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -197047.031250 Penalty: 3761.543213
	Iteration 6Q: 3 clusters Score -197047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -197075.984375 Penalty: 3761.543213
	Iteration 7Q: 3 clusters Score -197076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -197099.078125 Penalty: 3761.543213
	Iteration 8Q: 3 clusters Score -197099.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -197121.500000 Penalty: 3761.543213
	Iteration 9Q: 3 clusters Score -197121.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -197137.906250 Penalty: 3761.543213
	Iteration 10Q: 3 clusters Score -197137.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -197152.515625 Penalty: 3761.543213
	Iteration 11Q: 3 clusters Score -197152.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -197165.078125 Penalty: 3761.543213
	Iteration 12Q: 3 clusters Score -197165.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -197179.296875 Penalty: 3761.543213
	Iteration 13Q: 3 clusters Score -197179.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -197193.593750 Penalty: 3761.543213
	Iteration 14Q: 3 clusters Score -197193.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -197203.578125 Penalty: 3761.543213
	Iteration 15Q: 3 clusters Score -197203.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -197211.578125 Penalty: 3761.543213
	Iteration 16Q: 3 clusters Score -197211.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -197218.265625 Penalty: 3761.543213
	Iteration 17Q: 3 clusters Score -197218.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -197222.562500 Penalty: 3761.543213
	Iteration 18Q: 3 clusters Score -197222.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -197231.000000 Penalty: 3761.543213
	Iteration 19Q: 3 clusters Score -197231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -197233.187500 Penalty: 3761.543213
	Iteration 20F: 3 clusters Score -197233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -197234.109375 Penalty: 3761.543213
	Iteration 21Q: 3 clusters Score -197234.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -197234.109375 Penalty: 3761.543213
	Iteration 22F: 3 clusters Score -197234.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (151825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151825 members 
Entering Unmasked Estep 
Score: -17572072.000000 Penalty: 2958.760010
	Iteration 0F: 2 clusters Score -1.757207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -17470668.000000 Penalty: 5917.520020
	Iteration 0F: 3 clusters Score -1.747067e+07 nChanged 72273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75084 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -17512822.000000 Penalty: 5917.520020
	Iteration 1F: 3 clusters Score -1.751282e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -17514082.000000 Penalty: 5917.520020
	Iteration 2Q: 3 clusters Score -1.751408e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -17515448.000000 Penalty: 5917.520020
	Iteration 3Q: 3 clusters Score -1.751545e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -17517248.000000 Penalty: 5917.520020
	Iteration 4Q: 3 clusters Score -1.751725e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -17519826.000000 Penalty: 5917.520020
	Iteration 5Q: 3 clusters Score -1.751983e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 80193 members 
Entering Unmasked Estep 
Score: -17523660.000000 Penalty: 5917.520020
	Iteration 6Q: 3 clusters Score -1.752366e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 81667 members 
Entering Unmasked Estep 
Score: -17528708.000000 Penalty: 5917.520020
	Iteration 7F: 3 clusters Score -1.752871e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 83273 members 
Entering Unmasked Estep 
Score: -17535358.000000 Penalty: 5917.520020
	Iteration 8F: 3 clusters Score -1.753536e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 84621 members 
Entering Unmasked Estep 
Score: -17542374.000000 Penalty: 5917.520020
	Iteration 9F: 3 clusters Score -1.754237e+07 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -17548108.000000 Penalty: 5917.520020
	Iteration 10F: 3 clusters Score -1.754811e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -17551144.000000 Penalty: 5917.520020
	Iteration 11Q: 3 clusters Score -1.755114e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -17552376.000000 Penalty: 5917.520020
	Iteration 12Q: 3 clusters Score -1.755238e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 86893 members 
Entering Unmasked Estep 
Score: -17552994.000000 Penalty: 5917.520020
	Iteration 13Q: 3 clusters Score -1.755299e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64693 members 
Mstep: Class 2 contains 87132 members 
Entering Unmasked Estep 
Score: -17553250.000000 Penalty: 5917.520020
	Iteration 14Q: 3 clusters Score -1.755325e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 87344 members 
Entering Unmasked Estep 
Score: -17553478.000000 Penalty: 5917.520020
	Iteration 15Q: 3 clusters Score -1.755348e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -17553620.000000 Penalty: 5917.520020
	Iteration 16Q: 3 clusters Score -1.755362e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 87662 members 
Entering Unmasked Estep 
Score: -17553674.000000 Penalty: 5917.520020
	Iteration 17Q: 3 clusters Score -1.755367e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -17553808.000000 Penalty: 5917.520020
	Iteration 18Q: 3 clusters Score -1.755381e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 87997 members 
Entering Unmasked Estep 
Score: -17553870.000000 Penalty: 5917.520020
	Iteration 19Q: 3 clusters Score -1.755387e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -17553854.000000 Penalty: 5917.520020
	Iteration 20F: 3 clusters Score -1.755385e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -17553914.000000 Penalty: 5917.520020
	Iteration 21Q: 3 clusters Score -1.755391e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 88523 members 
Entering Unmasked Estep 
Score: -17553960.000000 Penalty: 5917.520020
	Iteration 22Q: 3 clusters Score -1.755396e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -17553972.000000 Penalty: 5917.520020
	Iteration 23Q: 3 clusters Score -1.755397e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -17554024.000000 Penalty: 5917.520020
	Iteration 24Q: 3 clusters Score -1.755402e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 89152 members 
Entering Unmasked Estep 
Score: -17554040.000000 Penalty: 5917.520020
	Iteration 25Q: 3 clusters Score -1.755404e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62471 members 
Mstep: Class 2 contains 89354 members 
Entering Unmasked Estep 
Score: -17554098.000000 Penalty: 5917.520020
	Iteration 26Q: 3 clusters Score -1.75541e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
Score: -17554108.000000 Penalty: 5917.520020
	Iteration 27Q: 3 clusters Score -1.755411e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 89734 members 
Entering Unmasked Estep 
Score: -17554128.000000 Penalty: 5917.520020
	Iteration 28Q: 3 clusters Score -1.755413e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -17554150.000000 Penalty: 5917.520020
	Iteration 29Q: 3 clusters Score -1.755415e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 90117 members 
Entering Unmasked Estep 
Score: -17554092.000000 Penalty: 5917.520020
	Iteration 30Q: 3 clusters Score -1.755409e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 90332 members 
Entering Unmasked Estep 
Score: -17554130.000000 Penalty: 5917.520020
	Iteration 31Q: 3 clusters Score -1.755413e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 90536 members 
Entering Unmasked Estep 
Score: -17554132.000000 Penalty: 5917.520020
	Iteration 32Q: 3 clusters Score -1.755413e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 90767 members 
Entering Unmasked Estep 
Score: -17554146.000000 Penalty: 5917.520020
	Iteration 33Q: 3 clusters Score -1.755415e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
Score: -17554178.000000 Penalty: 5917.520020
	Iteration 34Q: 3 clusters Score -1.755418e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 91262 members 
Entering Unmasked Estep 
Score: -17554194.000000 Penalty: 5917.520020
	Iteration 35Q: 3 clusters Score -1.755419e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -17554202.000000 Penalty: 5917.520020
	Iteration 36Q: 3 clusters Score -1.75542e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 91823 members 
Entering Unmasked Estep 
Score: -17554232.000000 Penalty: 5917.520020
	Iteration 37Q: 3 clusters Score -1.755423e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -17554288.000000 Penalty: 5917.520020
	Iteration 38Q: 3 clusters Score -1.755429e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -17554344.000000 Penalty: 5917.520020
	Iteration 39Q: 3 clusters Score -1.755434e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 92890 members 
Entering Unmasked Estep 
Score: -17554298.000000 Penalty: 5917.520020
	Iteration 40F: 3 clusters Score -1.75543e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 93313 members 
Entering Unmasked Estep 
Score: -17554356.000000 Penalty: 5917.520020
	Iteration 41Q: 3 clusters Score -1.755436e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 93750 members 
Entering Unmasked Estep 
Score: -17554392.000000 Penalty: 5917.520020
	Iteration 42Q: 3 clusters Score -1.755439e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 94230 members 
Entering Unmasked Estep 
Score: -17554378.000000 Penalty: 5917.520020
	Iteration 43Q: 3 clusters Score -1.755438e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 94710 members 
Entering Unmasked Estep 
Score: -17554406.000000 Penalty: 5917.520020
	Iteration 44Q: 3 clusters Score -1.755441e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 95215 members 
Entering Unmasked Estep 
Score: -17554448.000000 Penalty: 5917.520020
	Iteration 45Q: 3 clusters Score -1.755445e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 95792 members 
Entering Unmasked Estep 
Score: -17554488.000000 Penalty: 5917.520020
	Iteration 46Q: 3 clusters Score -1.755449e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -17554572.000000 Penalty: 5917.520020
	Iteration 47Q: 3 clusters Score -1.755457e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 96993 members 
Entering Unmasked Estep 
Score: -17554614.000000 Penalty: 5917.520020
	Iteration 48Q: 3 clusters Score -1.755461e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -17554632.000000 Penalty: 5917.520020
	Iteration 49Q: 3 clusters Score -1.755463e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 98329 members 
Entering Unmasked Estep 
Score: -17554708.000000 Penalty: 5917.520020
	Iteration 50Q: 3 clusters Score -1.755471e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 99071 members 
Entering Unmasked Estep 
Score: -17554786.000000 Penalty: 5917.520020
	Iteration 51Q: 3 clusters Score -1.755479e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -17554812.000000 Penalty: 5917.520020
	Iteration 52Q: 3 clusters Score -1.755481e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 100688 members 
Entering Unmasked Estep 
Score: -17554878.000000 Penalty: 5917.520020
	Iteration 53Q: 3 clusters Score -1.755488e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 101585 members 
Entering Unmasked Estep 
Score: -17554960.000000 Penalty: 5917.520020
	Iteration 54Q: 3 clusters Score -1.755496e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 102565 members 
Entering Unmasked Estep 
Score: -17555020.000000 Penalty: 5917.520020
	Iteration 55Q: 3 clusters Score -1.755502e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 103516 members 
Entering Unmasked Estep 
Score: -17555172.000000 Penalty: 5917.520020
	Iteration 56Q: 3 clusters Score -1.755517e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 104603 members 
Entering Unmasked Estep 
Score: -17555324.000000 Penalty: 5917.520020
	Iteration 57Q: 3 clusters Score -1.755532e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -17555458.000000 Penalty: 5917.520020
	Iteration 58Q: 3 clusters Score -1.755546e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 106903 members 
Entering Unmasked Estep 
Score: -17555598.000000 Penalty: 5917.520020
	Iteration 59Q: 3 clusters Score -1.75556e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 108182 members 
Entering Unmasked Estep 
Score: -17555806.000000 Penalty: 5917.520020
	Iteration 60F: 3 clusters Score -1.755581e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 109554 members 
Entering Unmasked Estep 
Score: -17556054.000000 Penalty: 5917.520020
	Iteration 61Q: 3 clusters Score -1.755605e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 111024 members 
Entering Unmasked Estep 
Score: -17556258.000000 Penalty: 5917.520020
	Iteration 62Q: 3 clusters Score -1.755626e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 112494 members 
Entering Unmasked Estep 
Score: -17556516.000000 Penalty: 5917.520020
	Iteration 63Q: 3 clusters Score -1.755652e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 114019 members 
Entering Unmasked Estep 
Score: -17556776.000000 Penalty: 5917.520020
	Iteration 64Q: 3 clusters Score -1.755678e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 115637 members 
Entering Unmasked Estep 
Score: -17557168.000000 Penalty: 5917.520020
	Iteration 65Q: 3 clusters Score -1.755717e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 117330 members 
Entering Unmasked Estep 
Score: -17557534.000000 Penalty: 5917.520020
	Iteration 66Q: 3 clusters Score -1.755753e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 119091 members 
Entering Unmasked Estep 
Score: -17558054.000000 Penalty: 5917.520020
	Iteration 67Q: 3 clusters Score -1.755805e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 120916 members 
Entering Unmasked Estep 
Score: -17558522.000000 Penalty: 5917.520020
	Iteration 68Q: 3 clusters Score -1.755852e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 122832 members 
Entering Unmasked Estep 
Score: -17558942.000000 Penalty: 5917.520020
	Iteration 69Q: 3 clusters Score -1.755894e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 124739 members 
Entering Unmasked Estep 
Score: -17559578.000000 Penalty: 5917.520020
	Iteration 70Q: 3 clusters Score -1.755958e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 126716 members 
Entering Unmasked Estep 
Score: -17560132.000000 Penalty: 5917.520020
	Iteration 71Q: 3 clusters Score -1.756013e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 128764 members 
Entering Unmasked Estep 
Score: -17560760.000000 Penalty: 5917.520020
	Iteration 72Q: 3 clusters Score -1.756076e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 130793 members 
Entering Unmasked Estep 
Score: -17561400.000000 Penalty: 5917.520020
	Iteration 73Q: 3 clusters Score -1.75614e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 132829 members 
Entering Unmasked Estep 
Score: -17562150.000000 Penalty: 5917.520020
	Iteration 74Q: 3 clusters Score -1.756215e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 134879 members 
Entering Unmasked Estep 
Score: -17563060.000000 Penalty: 5917.520020
	Iteration 75Q: 3 clusters Score -1.756306e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 136878 members 
Entering Unmasked Estep 
Score: -17563948.000000 Penalty: 5917.520020
	Iteration 76Q: 3 clusters Score -1.756395e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 138823 members 
Entering Unmasked Estep 
Score: -17565052.000000 Penalty: 5917.520020
	Iteration 77Q: 3 clusters Score -1.756505e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 140588 members 
Entering Unmasked Estep 
Score: -17566124.000000 Penalty: 5917.520020
	Iteration 78Q: 3 clusters Score -1.756612e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 142120 members 
Entering Unmasked Estep 
Score: -17567390.000000 Penalty: 5917.520020
	Iteration 79Q: 3 clusters Score -1.756739e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 143284 members 
Entering Unmasked Estep 
Score: -17568540.000000 Penalty: 5917.520020
	Iteration 80F: 3 clusters Score -1.756854e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 144033 members 
Entering Unmasked Estep 
Score: -17569162.000000 Penalty: 5917.520020
	Iteration 81Q: 3 clusters Score -1.756916e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 144563 members 
Entering Unmasked Estep 
Score: -17569470.000000 Penalty: 5917.520020
	Iteration 82Q: 3 clusters Score -1.756947e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 144940 members 
Entering Unmasked Estep 
Score: -17569592.000000 Penalty: 5917.520020
	Iteration 83Q: 3 clusters Score -1.756959e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 145216 members 
Entering Unmasked Estep 
Score: -17569722.000000 Penalty: 5917.520020
	Iteration 84Q: 3 clusters Score -1.756972e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 145450 members 
Entering Unmasked Estep 
Score: -17569734.000000 Penalty: 5917.520020
	Iteration 85Q: 3 clusters Score -1.756973e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 145647 members 
Entering Unmasked Estep 
Score: -17569748.000000 Penalty: 5917.520020
	Iteration 86Q: 3 clusters Score -1.756975e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 145799 members 
Entering Unmasked Estep 
Score: -17569790.000000 Penalty: 5917.520020
	Iteration 87Q: 3 clusters Score -1.756979e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 145906 members 
Entering Unmasked Estep 
Score: -17569798.000000 Penalty: 5917.520020
	Iteration 88Q: 3 clusters Score -1.75698e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 145998 members 
Entering Unmasked Estep 
Score: -17569846.000000 Penalty: 5917.520020
	Iteration 89Q: 3 clusters Score -1.756985e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 146101 members 
Entering Unmasked Estep 
Score: -17569848.000000 Penalty: 5917.520020
	Iteration 90Q: 3 clusters Score -1.756985e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 146198 members 
Entering Unmasked Estep 
Score: -17569838.000000 Penalty: 5917.520020
	Iteration 91Q: 3 clusters Score -1.756984e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 146287 members 
Entering Unmasked Estep 
Score: -17569832.000000 Penalty: 5917.520020
	Iteration 92Q: 3 clusters Score -1.756983e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 146377 members 
Entering Unmasked Estep 
Score: -17569868.000000 Penalty: 5917.520020
	Iteration 93Q: 3 clusters Score -1.756987e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 146454 members 
Entering Unmasked Estep 
Score: -17569830.000000 Penalty: 5917.520020
	Iteration 94Q: 3 clusters Score -1.756983e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 146529 members 
Entering Unmasked Estep 
Score: -17569878.000000 Penalty: 5917.520020
	Iteration 95Q: 3 clusters Score -1.756988e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 146591 members 
Entering Unmasked Estep 
Score: -17569870.000000 Penalty: 5917.520020
	Iteration 96Q: 3 clusters Score -1.756987e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 146658 members 
Entering Unmasked Estep 
Score: -17569880.000000 Penalty: 5917.520020
	Iteration 97Q: 3 clusters Score -1.756988e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 146732 members 
Entering Unmasked Estep 
Score: -17569900.000000 Penalty: 5917.520020
	Iteration 98Q: 3 clusters Score -1.75699e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 146802 members 
Entering Unmasked Estep 
Score: -17569930.000000 Penalty: 5917.520020
	Iteration 99Q: 3 clusters Score -1.756993e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 146869 members 
Entering Unmasked Estep 
Score: -17569920.000000 Penalty: 5917.520020
	Iteration 100F: 3 clusters Score -1.756992e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 146936 members 
Entering Unmasked Estep 
Score: -17569910.000000 Penalty: 5917.520020
	Iteration 101Q: 3 clusters Score -1.756991e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 147001 members 
Entering Unmasked Estep 
Score: -17569916.000000 Penalty: 5917.520020
	Iteration 102Q: 3 clusters Score -1.756992e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 147052 members 
Entering Unmasked Estep 
Score: -17569938.000000 Penalty: 5917.520020
	Iteration 103Q: 3 clusters Score -1.756994e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 147087 members 
Entering Unmasked Estep 
Score: -17569912.000000 Penalty: 5917.520020
	Iteration 104Q: 3 clusters Score -1.756991e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 147125 members 
Entering Unmasked Estep 
Score: -17569922.000000 Penalty: 5917.520020
	Iteration 105Q: 3 clusters Score -1.756992e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 147164 members 
Entering Unmasked Estep 
Score: -17569924.000000 Penalty: 5917.520020
	Iteration 106Q: 3 clusters Score -1.756992e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 147201 members 
Entering Unmasked Estep 
Score: -17569942.000000 Penalty: 5917.520020
	Iteration 107Q: 3 clusters Score -1.756994e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 147231 members 
Entering Unmasked Estep 
Score: -17569944.000000 Penalty: 5917.520020
	Iteration 108Q: 3 clusters Score -1.756994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 147252 members 
Entering Unmasked Estep 
Score: -17569930.000000 Penalty: 5917.520020
	Iteration 109Q: 3 clusters Score -1.756993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 147272 members 
Entering Unmasked Estep 
Score: -17569932.000000 Penalty: 5917.520020
	Iteration 110Q: 3 clusters Score -1.756993e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 147296 members 
Entering Unmasked Estep 
Score: -17569950.000000 Penalty: 5917.520020
	Iteration 111Q: 3 clusters Score -1.756995e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 147315 members 
Entering Unmasked Estep 
Score: -17569938.000000 Penalty: 5917.520020
	Iteration 112Q: 3 clusters Score -1.756994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 147334 members 
Entering Unmasked Estep 
Score: -17569940.000000 Penalty: 5917.520020
	Iteration 113Q: 3 clusters Score -1.756994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 147349 members 
Entering Unmasked Estep 
Score: -17569934.000000 Penalty: 5917.520020
	Iteration 114Q: 3 clusters Score -1.756993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 147358 members 
Entering Unmasked Estep 
Score: -17569950.000000 Penalty: 5917.520020
	Iteration 115Q: 3 clusters Score -1.756995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 147365 members 
Entering Unmasked Estep 
Score: -17569962.000000 Penalty: 5917.520020
	Iteration 116Q: 3 clusters Score -1.756996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 147370 members 
Entering Unmasked Estep 
Score: -17569970.000000 Penalty: 5917.520020
	Iteration 117Q: 3 clusters Score -1.756997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 147379 members 
Entering Unmasked Estep 
Score: -17569974.000000 Penalty: 5917.520020
	Iteration 118Q: 3 clusters Score -1.756997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 147385 members 
Entering Unmasked Estep 
Score: -17569976.000000 Penalty: 5917.520020
	Iteration 119Q: 3 clusters Score -1.756998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 147398 members 
Entering Unmasked Estep 
Score: -17569976.000000 Penalty: 5917.520020
	Iteration 120F: 3 clusters Score -1.756998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 147406 members 
Entering Unmasked Estep 
Score: -17569968.000000 Penalty: 5917.520020
	Iteration 121Q: 3 clusters Score -1.756997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
Score: -17569964.000000 Penalty: 5917.520020
	Iteration 122Q: 3 clusters Score -1.756996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 147426 members 
Entering Unmasked Estep 
Score: -17569966.000000 Penalty: 5917.520020
	Iteration 123Q: 3 clusters Score -1.756997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 147438 members 
Entering Unmasked Estep 
Score: -17569958.000000 Penalty: 5917.520020
	Iteration 124Q: 3 clusters Score -1.756996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 147449 members 
Entering Unmasked Estep 
Score: -17569966.000000 Penalty: 5917.520020
	Iteration 125Q: 3 clusters Score -1.756997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 147458 members 
Entering Unmasked Estep 
Score: -17569964.000000 Penalty: 5917.520020
	Iteration 126Q: 3 clusters Score -1.756996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 147470 members 
Entering Unmasked Estep 
Score: -17569968.000000 Penalty: 5917.520020
	Iteration 127Q: 3 clusters Score -1.756997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 147484 members 
Entering Unmasked Estep 
Score: -17569998.000000 Penalty: 5917.520020
	Iteration 128Q: 3 clusters Score -1.757e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 147497 members 
Entering Unmasked Estep 
Score: -17569982.000000 Penalty: 5917.520020
	Iteration 129Q: 3 clusters Score -1.756998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 147508 members 
Entering Unmasked Estep 
Score: -17569984.000000 Penalty: 5917.520020
	Iteration 130Q: 3 clusters Score -1.756998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 147523 members 
Entering Unmasked Estep 
Score: -17569984.000000 Penalty: 5917.520020
	Iteration 131Q: 3 clusters Score -1.756998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 147535 members 
Entering Unmasked Estep 
Score: -17570002.000000 Penalty: 5917.520020
	Iteration 132Q: 3 clusters Score -1.757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 147544 members 
Entering Unmasked Estep 
Score: -17569994.000000 Penalty: 5917.520020
	Iteration 133Q: 3 clusters Score -1.756999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 147550 members 
Entering Unmasked Estep 
Score: -17570000.000000 Penalty: 5917.520020
	Iteration 134Q: 3 clusters Score -1.757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 147558 members 
Entering Unmasked Estep 
Score: -17570006.000000 Penalty: 5917.520020
	Iteration 135Q: 3 clusters Score -1.757001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 147566 members 
Entering Unmasked Estep 
Score: -17570006.000000 Penalty: 5917.520020
	Iteration 136Q: 3 clusters Score -1.757001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 147572 members 
Entering Unmasked Estep 
Score: -17570004.000000 Penalty: 5917.520020
	Iteration 137Q: 3 clusters Score -1.757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 147582 members 
Entering Unmasked Estep 
Score: -17570000.000000 Penalty: 5917.520020
	Iteration 138Q: 3 clusters Score -1.757e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 147599 members 
Entering Unmasked Estep 
Score: -17569998.000000 Penalty: 5917.520020
	Iteration 139Q: 3 clusters Score -1.757e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 147621 members 
Entering Unmasked Estep 
Score: -17569976.000000 Penalty: 5917.520020
	Iteration 140F: 3 clusters Score -1.756998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 147639 members 
Entering Unmasked Estep 
Score: -17569984.000000 Penalty: 5917.520020
	Iteration 141Q: 3 clusters Score -1.756998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 147657 members 
Entering Unmasked Estep 
Score: -17569990.000000 Penalty: 5917.520020
	Iteration 142Q: 3 clusters Score -1.756999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 147677 members 
Entering Unmasked Estep 
Score: -17570002.000000 Penalty: 5917.520020
	Iteration 143Q: 3 clusters Score -1.757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 147691 members 
Entering Unmasked Estep 
Score: -17570004.000000 Penalty: 5917.520020
	Iteration 144Q: 3 clusters Score -1.757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 147702 members 
Entering Unmasked Estep 
Score: -17570000.000000 Penalty: 5917.520020
	Iteration 145Q: 3 clusters Score -1.757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 147718 members 
Entering Unmasked Estep 
Score: -17569996.000000 Penalty: 5917.520020
	Iteration 146Q: 3 clusters Score -1.757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 147726 members 
Entering Unmasked Estep 
Score: -17569998.000000 Penalty: 5917.520020
	Iteration 147Q: 3 clusters Score -1.757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 147742 members 
Entering Unmasked Estep 
Score: -17570006.000000 Penalty: 5917.520020
	Iteration 148Q: 3 clusters Score -1.757001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 147760 members 
Entering Unmasked Estep 
Score: -17569998.000000 Penalty: 5917.520020
	Iteration 149Q: 3 clusters Score -1.757e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 147781 members 
Entering Unmasked Estep 
Score: -17570014.000000 Penalty: 5917.520020
	Iteration 150Q: 3 clusters Score -1.757001e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 147804 members 
Entering Unmasked Estep 
Score: -17570018.000000 Penalty: 5917.520020
	Iteration 151Q: 3 clusters Score -1.757002e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 147828 members 
Entering Unmasked Estep 
Score: -17570012.000000 Penalty: 5917.520020
	Iteration 152Q: 3 clusters Score -1.757001e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 147861 members 
Entering Unmasked Estep 
Score: -17570048.000000 Penalty: 5917.520020
	Iteration 153Q: 3 clusters Score -1.757005e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 147888 members 
Entering Unmasked Estep 
Score: -17570030.000000 Penalty: 5917.520020
	Iteration 154Q: 3 clusters Score -1.757003e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 147907 members 
Entering Unmasked Estep 
Score: -17570012.000000 Penalty: 5917.520020
	Iteration 155Q: 3 clusters Score -1.757001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 147925 members 
Entering Unmasked Estep 
Score: -17570012.000000 Penalty: 5917.520020
	Iteration 156Q: 3 clusters Score -1.757001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 147939 members 
Entering Unmasked Estep 
Score: -17570026.000000 Penalty: 5917.520020
	Iteration 157Q: 3 clusters Score -1.757003e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 147955 members 
Entering Unmasked Estep 
Score: -17570020.000000 Penalty: 5917.520020
	Iteration 158Q: 3 clusters Score -1.757002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 147975 members 
Entering Unmasked Estep 
Score: -17570026.000000 Penalty: 5917.520020
	Iteration 159Q: 3 clusters Score -1.757003e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 147998 members 
Entering Unmasked Estep 
Score: -17570058.000000 Penalty: 5917.520020
	Iteration 160F: 3 clusters Score -1.757006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 148012 members 
Entering Unmasked Estep 
Score: -17570038.000000 Penalty: 5917.520020
	Iteration 161Q: 3 clusters Score -1.757004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 148027 members 
Entering Unmasked Estep 
Score: -17570018.000000 Penalty: 5917.520020
	Iteration 162Q: 3 clusters Score -1.757002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 148035 members 
Entering Unmasked Estep 
Score: -17570022.000000 Penalty: 5917.520020
	Iteration 163Q: 3 clusters Score -1.757002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 148041 members 
Entering Unmasked Estep 
Score: -17570024.000000 Penalty: 5917.520020
	Iteration 164Q: 3 clusters Score -1.757002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 148055 members 
Entering Unmasked Estep 
Score: -17570018.000000 Penalty: 5917.520020
	Iteration 165Q: 3 clusters Score -1.757002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 148069 members 
Entering Unmasked Estep 
Score: -17570038.000000 Penalty: 5917.520020
	Iteration 166Q: 3 clusters Score -1.757004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 148079 members 
Entering Unmasked Estep 
Score: -17570040.000000 Penalty: 5917.520020
	Iteration 167Q: 3 clusters Score -1.757004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 148090 members 
Entering Unmasked Estep 
Score: -17570040.000000 Penalty: 5917.520020
	Iteration 168Q: 3 clusters Score -1.757004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 148101 members 
Entering Unmasked Estep 
Score: -17570044.000000 Penalty: 5917.520020
	Iteration 169Q: 3 clusters Score -1.757004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 148109 members 
Entering Unmasked Estep 
Score: -17570048.000000 Penalty: 5917.520020
	Iteration 170Q: 3 clusters Score -1.757005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 148118 members 
Entering Unmasked Estep 
Score: -17570042.000000 Penalty: 5917.520020
	Iteration 171Q: 3 clusters Score -1.757004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 148137 members 
Entering Unmasked Estep 
Score: -17570040.000000 Penalty: 5917.520020
	Iteration 172Q: 3 clusters Score -1.757004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 148153 members 
Entering Unmasked Estep 
Score: -17570034.000000 Penalty: 5917.520020
	Iteration 173Q: 3 clusters Score -1.757003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 148164 members 
Entering Unmasked Estep 
Score: -17570042.000000 Penalty: 5917.520020
	Iteration 174Q: 3 clusters Score -1.757004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 148175 members 
Entering Unmasked Estep 
Score: -17570032.000000 Penalty: 5917.520020
	Iteration 175Q: 3 clusters Score -1.757003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 148186 members 
Entering Unmasked Estep 
Score: -17570022.000000 Penalty: 5917.520020
	Iteration 176Q: 3 clusters Score -1.757002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 148199 members 
Entering Unmasked Estep 
Score: -17570020.000000 Penalty: 5917.520020
	Iteration 177Q: 3 clusters Score -1.757002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 148209 members 
Entering Unmasked Estep 
Score: -17570028.000000 Penalty: 5917.520020
	Iteration 178Q: 3 clusters Score -1.757003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 148216 members 
Entering Unmasked Estep 
Score: -17570032.000000 Penalty: 5917.520020
	Iteration 179Q: 3 clusters Score -1.757003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 148223 members 
Entering Unmasked Estep 
Score: -17570054.000000 Penalty: 5917.520020
	Iteration 180F: 3 clusters Score -1.757005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 148229 members 
Entering Unmasked Estep 
Score: -17570038.000000 Penalty: 5917.520020
	Iteration 181Q: 3 clusters Score -1.757004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 148232 members 
Entering Unmasked Estep 
Score: -17570032.000000 Penalty: 5917.520020
	Iteration 182Q: 3 clusters Score -1.757003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 148235 members 
Entering Unmasked Estep 
Score: -17570040.000000 Penalty: 5917.520020
	Iteration 183Q: 3 clusters Score -1.757004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 148238 members 
Entering Unmasked Estep 
Score: -17570046.000000 Penalty: 5917.520020
	Iteration 184Q: 3 clusters Score -1.757005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 148243 members 
Entering Unmasked Estep 
Score: -17570044.000000 Penalty: 5917.520020
	Iteration 185Q: 3 clusters Score -1.757004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 148248 members 
Entering Unmasked Estep 
Score: -17570042.000000 Penalty: 5917.520020
	Iteration 186Q: 3 clusters Score -1.757004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 148249 members 
Entering Unmasked Estep 
Score: -17570050.000000 Penalty: 5917.520020
	Iteration 187Q: 3 clusters Score -1.757005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 148251 members 
Entering Unmasked Estep 
Score: -17570060.000000 Penalty: 5917.520020
	Iteration 188Q: 3 clusters Score -1.757006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 148252 members 
Entering Unmasked Estep 
Score: -17570064.000000 Penalty: 5917.520020
	Iteration 189Q: 3 clusters Score -1.757006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 148252 members 
Entering Unmasked Estep 
Score: -17570064.000000 Penalty: 5917.520020
	Iteration 190F: 3 clusters Score -1.757006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (115694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115694 members 
Entering Unmasked Estep 
Score: -13495173.000000 Penalty: 2891.358643
	Iteration 0F: 2 clusters Score -1.349517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -13417743.000000 Penalty: 5782.717285
	Iteration 0F: 3 clusters Score -1.341774e+07 nChanged 55059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -13449197.000000 Penalty: 5782.717285
	Iteration 1F: 3 clusters Score -1.34492e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -13450036.000000 Penalty: 5782.717285
	Iteration 2Q: 3 clusters Score -1.345004e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -13451124.000000 Penalty: 5782.717285
	Iteration 3Q: 3 clusters Score -1.345112e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -13452443.000000 Penalty: 5782.717285
	Iteration 4Q: 3 clusters Score -1.345244e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -13453767.000000 Penalty: 5782.717285
	Iteration 5Q: 3 clusters Score -1.345377e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -13455398.000000 Penalty: 5782.717285
	Iteration 6Q: 3 clusters Score -1.34554e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -13457433.000000 Penalty: 5782.717285
	Iteration 7Q: 3 clusters Score -1.345743e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -13460008.000000 Penalty: 5782.717285
	Iteration 8Q: 3 clusters Score -1.346001e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -13463389.000000 Penalty: 5782.717285
	Iteration 9F: 3 clusters Score -1.346339e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -13467758.000000 Penalty: 5782.717285
	Iteration 10F: 3 clusters Score -1.346776e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -13472305.000000 Penalty: 5782.717285
	Iteration 11F: 3 clusters Score -1.34723e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -13475510.000000 Penalty: 5782.717285
	Iteration 12Q: 3 clusters Score -1.347551e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 76860 members 
Entering Unmasked Estep 
Score: -13477205.000000 Penalty: 5782.717285
	Iteration 13Q: 3 clusters Score -1.34772e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -13477929.000000 Penalty: 5782.717285
	Iteration 14Q: 3 clusters Score -1.347793e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -13478545.000000 Penalty: 5782.717285
	Iteration 15Q: 3 clusters Score -1.347854e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 82498 members 
Entering Unmasked Estep 
Score: -13479168.000000 Penalty: 5782.717285
	Iteration 16Q: 3 clusters Score -1.347917e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 84446 members 
Entering Unmasked Estep 
Score: -13479788.000000 Penalty: 5782.717285
	Iteration 17Q: 3 clusters Score -1.347979e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 86453 members 
Entering Unmasked Estep 
Score: -13480525.000000 Penalty: 5782.717285
	Iteration 18Q: 3 clusters Score -1.348052e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 88492 members 
Entering Unmasked Estep 
Score: -13481170.000000 Penalty: 5782.717285
	Iteration 19Q: 3 clusters Score -1.348117e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 90608 members 
Entering Unmasked Estep 
Score: -13481872.000000 Penalty: 5782.717285
	Iteration 20F: 3 clusters Score -1.348187e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 92749 members 
Entering Unmasked Estep 
Score: -13482726.000000 Penalty: 5782.717285
	Iteration 21Q: 3 clusters Score -1.348273e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 94883 members 
Entering Unmasked Estep 
Score: -13483637.000000 Penalty: 5782.717285
	Iteration 22Q: 3 clusters Score -1.348364e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 96993 members 
Entering Unmasked Estep 
Score: -13484508.000000 Penalty: 5782.717285
	Iteration 23Q: 3 clusters Score -1.348451e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -13485424.000000 Penalty: 5782.717285
	Iteration 24Q: 3 clusters Score -1.348542e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 101077 members 
Entering Unmasked Estep 
Score: -13486357.000000 Penalty: 5782.717285
	Iteration 25Q: 3 clusters Score -1.348636e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 102953 members 
Entering Unmasked Estep 
Score: -13487374.000000 Penalty: 5782.717285
	Iteration 26Q: 3 clusters Score -1.348737e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 104732 members 
Entering Unmasked Estep 
Score: -13488318.000000 Penalty: 5782.717285
	Iteration 27Q: 3 clusters Score -1.348832e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 106316 members 
Entering Unmasked Estep 
Score: -13489095.000000 Penalty: 5782.717285
	Iteration 28Q: 3 clusters Score -1.34891e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 107660 members 
Entering Unmasked Estep 
Score: -13489821.000000 Penalty: 5782.717285
	Iteration 29Q: 3 clusters Score -1.348982e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 108825 members 
Entering Unmasked Estep 
Score: -13490395.000000 Penalty: 5782.717285
	Iteration 30Q: 3 clusters Score -1.34904e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 109746 members 
Entering Unmasked Estep 
Score: -13490899.000000 Penalty: 5782.717285
	Iteration 31Q: 3 clusters Score -1.34909e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 110501 members 
Entering Unmasked Estep 
Score: -13491308.000000 Penalty: 5782.717285
	Iteration 32Q: 3 clusters Score -1.349131e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 111130 members 
Entering Unmasked Estep 
Score: -13491677.000000 Penalty: 5782.717285
	Iteration 33Q: 3 clusters Score -1.349168e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 111657 members 
Entering Unmasked Estep 
Score: -13491926.000000 Penalty: 5782.717285
	Iteration 34Q: 3 clusters Score -1.349193e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 112103 members 
Entering Unmasked Estep 
Score: -13492126.000000 Penalty: 5782.717285
	Iteration 35Q: 3 clusters Score -1.349213e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 112454 members 
Entering Unmasked Estep 
Score: -13492330.000000 Penalty: 5782.717285
	Iteration 36Q: 3 clusters Score -1.349233e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 112731 members 
Entering Unmasked Estep 
Score: -13492396.000000 Penalty: 5782.717285
	Iteration 37Q: 3 clusters Score -1.34924e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 112962 members 
Entering Unmasked Estep 
Score: -13492508.000000 Penalty: 5782.717285
	Iteration 38Q: 3 clusters Score -1.349251e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 113118 members 
Entering Unmasked Estep 
Score: -13492531.000000 Penalty: 5782.717285
	Iteration 39Q: 3 clusters Score -1.349253e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 113247 members 
Entering Unmasked Estep 
Score: -13492603.000000 Penalty: 5782.717285
	Iteration 40F: 3 clusters Score -1.34926e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 113351 members 
Entering Unmasked Estep 
Score: -13492653.000000 Penalty: 5782.717285
	Iteration 41Q: 3 clusters Score -1.349265e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 113446 members 
Entering Unmasked Estep 
Score: -13492678.000000 Penalty: 5782.717285
	Iteration 42Q: 3 clusters Score -1.349268e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 113546 members 
Entering Unmasked Estep 
Score: -13492694.000000 Penalty: 5782.717285
	Iteration 43Q: 3 clusters Score -1.349269e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -13492731.000000 Penalty: 5782.717285
	Iteration 44Q: 3 clusters Score -1.349273e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 113719 members 
Entering Unmasked Estep 
Score: -13492743.000000 Penalty: 5782.717285
	Iteration 45Q: 3 clusters Score -1.349274e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 113795 members 
Entering Unmasked Estep 
Score: -13492737.000000 Penalty: 5782.717285
	Iteration 46Q: 3 clusters Score -1.349274e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 113854 members 
Entering Unmasked Estep 
Score: -13492747.000000 Penalty: 5782.717285
	Iteration 47Q: 3 clusters Score -1.349275e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 113905 members 
Entering Unmasked Estep 
Score: -13492752.000000 Penalty: 5782.717285
	Iteration 48Q: 3 clusters Score -1.349275e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 113946 members 
Entering Unmasked Estep 
Score: -13492767.000000 Penalty: 5782.717285
	Iteration 49Q: 3 clusters Score -1.349277e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 113982 members 
Entering Unmasked Estep 
Score: -13492768.000000 Penalty: 5782.717285
	Iteration 50Q: 3 clusters Score -1.349277e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 114015 members 
Entering Unmasked Estep 
Score: -13492768.000000 Penalty: 5782.717285
	Iteration 51Q: 3 clusters Score -1.349277e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 114043 members 
Entering Unmasked Estep 
Score: -13492789.000000 Penalty: 5782.717285
	Iteration 52Q: 3 clusters Score -1.349279e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 114070 members 
Entering Unmasked Estep 
Score: -13492780.000000 Penalty: 5782.717285
	Iteration 53Q: 3 clusters Score -1.349278e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 114095 members 
Entering Unmasked Estep 
Score: -13492783.000000 Penalty: 5782.717285
	Iteration 54Q: 3 clusters Score -1.349278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 114116 members 
Entering Unmasked Estep 
Score: -13492784.000000 Penalty: 5782.717285
	Iteration 55Q: 3 clusters Score -1.349278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 114132 members 
Entering Unmasked Estep 
Score: -13492807.000000 Penalty: 5782.717285
	Iteration 56Q: 3 clusters Score -1.349281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 114149 members 
Entering Unmasked Estep 
Score: -13492823.000000 Penalty: 5782.717285
	Iteration 57Q: 3 clusters Score -1.349282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 114166 members 
Entering Unmasked Estep 
Score: -13492821.000000 Penalty: 5782.717285
	Iteration 58Q: 3 clusters Score -1.349282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 114177 members 
Entering Unmasked Estep 
Score: -13492823.000000 Penalty: 5782.717285
	Iteration 59Q: 3 clusters Score -1.349282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 114187 members 
Entering Unmasked Estep 
Score: -13492828.000000 Penalty: 5782.717285
	Iteration 60F: 3 clusters Score -1.349283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 114202 members 
Entering Unmasked Estep 
Score: -13492830.000000 Penalty: 5782.717285
	Iteration 61Q: 3 clusters Score -1.349283e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 114223 members 
Entering Unmasked Estep 
Score: -13492845.000000 Penalty: 5782.717285
	Iteration 62Q: 3 clusters Score -1.349284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 114241 members 
Entering Unmasked Estep 
Score: -13492847.000000 Penalty: 5782.717285
	Iteration 63Q: 3 clusters Score -1.349285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 114258 members 
Entering Unmasked Estep 
Score: -13492852.000000 Penalty: 5782.717285
	Iteration 64Q: 3 clusters Score -1.349285e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 114275 members 
Entering Unmasked Estep 
Score: -13492854.000000 Penalty: 5782.717285
	Iteration 65Q: 3 clusters Score -1.349285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 114290 members 
Entering Unmasked Estep 
Score: -13492860.000000 Penalty: 5782.717285
	Iteration 66Q: 3 clusters Score -1.349286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 114305 members 
Entering Unmasked Estep 
Score: -13492869.000000 Penalty: 5782.717285
	Iteration 67Q: 3 clusters Score -1.349287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 114327 members 
Entering Unmasked Estep 
Score: -13492870.000000 Penalty: 5782.717285
	Iteration 68Q: 3 clusters Score -1.349287e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 114345 members 
Entering Unmasked Estep 
Score: -13492871.000000 Penalty: 5782.717285
	Iteration 69Q: 3 clusters Score -1.349287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 114365 members 
Entering Unmasked Estep 
Score: -13492875.000000 Penalty: 5782.717285
	Iteration 70Q: 3 clusters Score -1.349288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 114381 members 
Entering Unmasked Estep 
Score: -13492885.000000 Penalty: 5782.717285
	Iteration 71Q: 3 clusters Score -1.349288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 114387 members 
Entering Unmasked Estep 
Score: -13492881.000000 Penalty: 5782.717285
	Iteration 72Q: 3 clusters Score -1.349288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 114394 members 
Entering Unmasked Estep 
Score: -13492871.000000 Penalty: 5782.717285
	Iteration 73Q: 3 clusters Score -1.349287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 114400 members 
Entering Unmasked Estep 
Score: -13492880.000000 Penalty: 5782.717285
	Iteration 74Q: 3 clusters Score -1.349288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 114408 members 
Entering Unmasked Estep 
Score: -13492901.000000 Penalty: 5782.717285
	Iteration 75Q: 3 clusters Score -1.34929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 114413 members 
Entering Unmasked Estep 
Score: -13492896.000000 Penalty: 5782.717285
	Iteration 76Q: 3 clusters Score -1.34929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 114424 members 
Entering Unmasked Estep 
Score: -13492911.000000 Penalty: 5782.717285
	Iteration 77Q: 3 clusters Score -1.349291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 114435 members 
Entering Unmasked Estep 
Score: -13492922.000000 Penalty: 5782.717285
	Iteration 78Q: 3 clusters Score -1.349292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 114444 members 
Entering Unmasked Estep 
Score: -13492920.000000 Penalty: 5782.717285
	Iteration 79Q: 3 clusters Score -1.349292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 114451 members 
Entering Unmasked Estep 
Score: -13492916.000000 Penalty: 5782.717285
	Iteration 80F: 3 clusters Score -1.349292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 114460 members 
Entering Unmasked Estep 
Score: -13492920.000000 Penalty: 5782.717285
	Iteration 81Q: 3 clusters Score -1.349292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 114462 members 
Entering Unmasked Estep 
Score: -13492918.000000 Penalty: 5782.717285
	Iteration 82Q: 3 clusters Score -1.349292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 114462 members 
Entering Unmasked Estep 
Score: -13492918.000000 Penalty: 5782.717285
	Iteration 83F: 3 clusters Score -1.349292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -26816.458984 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -26816.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25528.599609 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -25528.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25682.458984 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -25682.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25778.289062 Penalty: 2845.339844
	Iteration 2Q: 3 clusters Score -25778.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25823.312500 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -25823.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25843.634766 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -25843.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25883.517578 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -25883.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25925.855469 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -25925.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25972.427734 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -25972.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26024.582031 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -26024.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26045.523438 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -26045.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26060.150391 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -26060.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26069.199219 Penalty: 2845.339844
	Iteration 11Q: 3 clusters Score -26069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26071.625000 Penalty: 2845.339844
	Iteration 12Q: 3 clusters Score -26071.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26071.625000 Penalty: 2845.339844
	Iteration 13F: 3 clusters Score -26071.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -75248.125000 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -75248.12 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 378 members 
Entering Unmasked Estep 
Score: -73477.937500 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -73477.94 nChanged 167
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: -73745.351562 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -73745.35 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -73876.117188 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -73876.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73951.015625 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -73951.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74014.742188 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -74014.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74075.281250 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -74075.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74132.812500 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -74132.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74154.351562 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -74154.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74178.710938 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -74178.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74219.132812 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -74219.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74263.828125 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -74263.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74313.414062 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -74313.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74412.734375 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -74412.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74497.968750 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -74497.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74556.742188 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -74556.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74620.515625 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -74620.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74677.117188 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -74677.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74695.234375 Penalty: 3274.210205
	Iteration 17Q: 3 clusters Score -74695.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74709.898438 Penalty: 3274.210205
	Iteration 18Q: 3 clusters Score -74709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74717.890625 Penalty: 3274.210205
	Iteration 19Q: 3 clusters Score -74717.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74733.328125 Penalty: 3274.210205
	Iteration 20F: 3 clusters Score -74733.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74751.734375 Penalty: 3274.210205
	Iteration 21Q: 3 clusters Score -74751.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74773.031250 Penalty: 3274.210205
	Iteration 22Q: 3 clusters Score -74773.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74790.250000 Penalty: 3274.210205
	Iteration 23Q: 3 clusters Score -74790.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74798.609375 Penalty: 3274.210205
	Iteration 24Q: 3 clusters Score -74798.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74801.562500 Penalty: 3274.210205
	Iteration 25Q: 3 clusters Score -74801.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74804.890625 Penalty: 3274.210205
	Iteration 26Q: 3 clusters Score -74804.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74806.601562 Penalty: 3274.210205
	Iteration 27Q: 3 clusters Score -74806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74807.648438 Penalty: 3274.210205
	Iteration 28Q: 3 clusters Score -74807.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74807.648438 Penalty: 3274.210205
	Iteration 29F: 3 clusters Score -74807.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -262252.906250 Penalty: 1915.443481
	Iteration 0F: 2 clusters Score -262252.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -259420.453125 Penalty: 3830.886963
	Iteration 0F: 3 clusters Score -259420.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -259889.953125 Penalty: 3830.886963
	Iteration 1F: 3 clusters Score -259890 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -260008.640625 Penalty: 3830.886963
	Iteration 2F: 3 clusters Score -260008.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -260072.765625 Penalty: 3830.886963
	Iteration 3Q: 3 clusters Score -260072.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -260113.421875 Penalty: 3830.886963
	Iteration 4Q: 3 clusters Score -260113.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -260143.515625 Penalty: 3830.886963
	Iteration 5Q: 3 clusters Score -260143.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -260163.640625 Penalty: 3830.886963
	Iteration 6Q: 3 clusters Score -260163.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -260181.703125 Penalty: 3830.886963
	Iteration 7Q: 3 clusters Score -260181.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -260195.062500 Penalty: 3830.886963
	Iteration 8Q: 3 clusters Score -260195.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -260210.171875 Penalty: 3830.886963
	Iteration 9Q: 3 clusters Score -260210.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -260219.109375 Penalty: 3830.886963
	Iteration 10Q: 3 clusters Score -260219.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -260226.609375 Penalty: 3830.886963
	Iteration 11Q: 3 clusters Score -260226.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -260231.750000 Penalty: 3830.886963
	Iteration 12Q: 3 clusters Score -260231.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -260235.562500 Penalty: 3830.886963
	Iteration 13Q: 3 clusters Score -260235.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -260237.312500 Penalty: 3830.886963
	Iteration 14Q: 3 clusters Score -260237.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -260238.125000 Penalty: 3830.886963
	Iteration 15Q: 3 clusters Score -260238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -260238.125000 Penalty: 3830.886963
	Iteration 16F: 3 clusters Score -260238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321838 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 22355 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151825 members 
Mstep: Class 20 contains 115694 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669856.000000 Penalty: 77671.265625
Iteration 239Q: 24 clusters Score -9.266986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321836 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 22356 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42503 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151824 members 
Mstep: Class 20 contains 115695 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669872.000000 Penalty: 77671.265625
Iteration 240F: 24 clusters Score -9.266987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321837 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 22356 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151823 members 
Mstep: Class 20 contains 115696 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669880.000000 Penalty: 77671.265625
Iteration 241Q: 24 clusters Score -9.266988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321837 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 22356 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151823 members 
Mstep: Class 20 contains 115696 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669896.000000 Penalty: 77671.265625
Iteration 242Q: 24 clusters Score -9.26699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321835 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 22356 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151823 members 
Mstep: Class 20 contains 115698 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669912.000000 Penalty: 77671.265625
Iteration 243Q: 24 clusters Score -9.266991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321835 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 22356 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151822 members 
Mstep: Class 20 contains 115700 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669936.000000 Penalty: 77671.265625
Iteration 244Q: 24 clusters Score -9.266994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321837 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 22356 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151819 members 
Mstep: Class 20 contains 115701 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669912.000000 Penalty: 77671.265625
Iteration 245Q: 24 clusters Score -9.266991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321840 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 22356 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151816 members 
Mstep: Class 20 contains 115701 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669928.000000 Penalty: 77671.265625
Iteration 246Q: 24 clusters Score -9.266993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321840 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 22356 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151816 members 
Mstep: Class 20 contains 115701 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669928.000000 Penalty: 77671.265625
Iteration 247F: 24 clusters Score -9.266993e+07 nChanged 0
Entering ConstructFrom: 
Score: -92669928.000000 Penalty: 77671.265625
Entering ConstructFrom: 
Trying to split cluster 1 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -331291.375000 Penalty: 1990.003418
	Iteration 0F: 2 clusters Score -331291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -328198.687500 Penalty: 3980.006836
	Iteration 0F: 3 clusters Score -328198.7 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -329778.218750 Penalty: 3980.006836
	Iteration 1F: 3 clusters Score -329778.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -330588.062500 Penalty: 3980.006836
	Iteration 2F: 3 clusters Score -330588.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -331053.156250 Penalty: 3980.006836
	Iteration 3F: 3 clusters Score -331053.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -331297.937500 Penalty: 3980.006836
	Iteration 4F: 3 clusters Score -331297.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -331422.875000 Penalty: 3980.006836
	Iteration 5Q: 3 clusters Score -331422.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -331479.500000 Penalty: 3980.006836
	Iteration 6Q: 3 clusters Score -331479.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -331520.656250 Penalty: 3980.006836
	Iteration 7Q: 3 clusters Score -331520.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -331537.093750 Penalty: 3980.006836
	Iteration 8Q: 3 clusters Score -331537.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -331550.375000 Penalty: 3980.006836
	Iteration 9Q: 3 clusters Score -331550.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -331554.875000 Penalty: 3980.006836
	Iteration 10Q: 3 clusters Score -331554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -331559.343750 Penalty: 3980.006836
	Iteration 11Q: 3 clusters Score -331559.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -331563.875000 Penalty: 3980.006836
	Iteration 12Q: 3 clusters Score -331563.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -331565.625000 Penalty: 3980.006836
	Iteration 13Q: 3 clusters Score -331565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -331567.812500 Penalty: 3980.006836
	Iteration 14Q: 3 clusters Score -331567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -331567.812500 Penalty: 3980.006836
	Iteration 15F: 3 clusters Score -331567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 321840 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 22356 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151816 members 
Mstep: Class 20 contains 115701 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 342 members 
Entering Unmasked Estep 
Score: -92669000.000000 Penalty: 81048.273438
Splitting cluster 1 changes total score from -92669928.000000 to -92669000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (321840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321840 members 
Entering Unmasked Estep 
Score: -36861456.000000 Penalty: 3145.088623
	Iteration 0F: 2 clusters Score -3.686146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160980 members 
Mstep: Class 2 contains 160860 members 
Entering Unmasked Estep 
Score: -36672884.000000 Penalty: 6290.177246
	Iteration 0F: 3 clusters Score -3.667288e+07 nChanged 156087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165741 members 
Mstep: Class 2 contains 156099 members 
Entering Unmasked Estep 
Score: -36764740.000000 Penalty: 6290.177246
	Iteration 1F: 3 clusters Score -3.676474e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168849 members 
Mstep: Class 2 contains 152991 members 
Entering Unmasked Estep 
Score: -36765864.000000 Penalty: 6290.177246
	Iteration 2Q: 3 clusters Score -3.676586e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173637 members 
Mstep: Class 2 contains 148203 members 
Entering Unmasked Estep 
Score: -36767224.000000 Penalty: 6290.177246
	Iteration 3Q: 3 clusters Score -3.676722e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180870 members 
Mstep: Class 2 contains 140970 members 
Entering Unmasked Estep 
Score: -36769760.000000 Penalty: 6290.177246
	Iteration 4Q: 3 clusters Score -3.676976e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191794 members 
Mstep: Class 2 contains 130046 members 
Entering Unmasked Estep 
Score: -36773716.000000 Penalty: 6290.177246
	Iteration 5Q: 3 clusters Score -3.677372e+07 nChanged 16776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207920 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -36781228.000000 Penalty: 6290.177246
	Iteration 6F: 3 clusters Score -3.678123e+07 nChanged 22649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230311 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -36795708.000000 Penalty: 6290.177246
	Iteration 7F: 3 clusters Score -3.679571e+07 nChanged 28231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258436 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -36819588.000000 Penalty: 6290.177246
	Iteration 8F: 3 clusters Score -3.681959e+07 nChanged 28565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286967 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -36847032.000000 Penalty: 6290.177246
	Iteration 9F: 3 clusters Score -3.684703e+07 nChanged 20660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307617 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -36858904.000000 Penalty: 6290.177246
	Iteration 10F: 3 clusters Score -3.68589e+07 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316987 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -36859232.000000 Penalty: 6290.177246
	Iteration 11Q: 3 clusters Score -3.685923e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319957 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -36858992.000000 Penalty: 6290.177246
	Iteration 12Q: 3 clusters Score -3.685899e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320775 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -36859088.000000 Penalty: 6290.177246
	Iteration 13Q: 3 clusters Score -3.685909e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320974 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -36859144.000000 Penalty: 6290.177246
	Iteration 14Q: 3 clusters Score -3.685914e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321049 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -36859236.000000 Penalty: 6290.177246
	Iteration 15Q: 3 clusters Score -3.685924e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321081 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -36859352.000000 Penalty: 6290.177246
	Iteration 16Q: 3 clusters Score -3.685935e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321079 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -36859404.000000 Penalty: 6290.177246
	Iteration 17Q: 3 clusters Score -3.68594e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321064 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -36859500.000000 Penalty: 6290.177246
	Iteration 18Q: 3 clusters Score -3.68595e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321049 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -36859568.000000 Penalty: 6290.177246
	Iteration 19Q: 3 clusters Score -3.685957e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321043 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -36859628.000000 Penalty: 6290.177246
	Iteration 20F: 3 clusters Score -3.685963e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321029 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -36859648.000000 Penalty: 6290.177246
	Iteration 21Q: 3 clusters Score -3.685965e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321016 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -36859680.000000 Penalty: 6290.177246
	Iteration 22Q: 3 clusters Score -3.685968e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320998 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -36859744.000000 Penalty: 6290.177246
	Iteration 23Q: 3 clusters Score -3.685974e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320989 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -36859796.000000 Penalty: 6290.177246
	Iteration 24Q: 3 clusters Score -3.68598e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320969 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -36859808.000000 Penalty: 6290.177246
	Iteration 25Q: 3 clusters Score -3.685981e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320952 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -36859820.000000 Penalty: 6290.177246
	Iteration 26Q: 3 clusters Score -3.685982e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320937 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -36859840.000000 Penalty: 6290.177246
	Iteration 27Q: 3 clusters Score -3.685984e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320916 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -36859864.000000 Penalty: 6290.177246
	Iteration 28Q: 3 clusters Score -3.685986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320899 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -36859920.000000 Penalty: 6290.177246
	Iteration 29Q: 3 clusters Score -3.685992e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320885 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -36859956.000000 Penalty: 6290.177246
	Iteration 30Q: 3 clusters Score -3.685996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320876 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -36860004.000000 Penalty: 6290.177246
	Iteration 31Q: 3 clusters Score -3.686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320875 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -36860012.000000 Penalty: 6290.177246
	Iteration 32Q: 3 clusters Score -3.686001e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320870 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -36860064.000000 Penalty: 6290.177246
	Iteration 33Q: 3 clusters Score -3.686006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320870 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -36860048.000000 Penalty: 6290.177246
	Iteration 34Q: 3 clusters Score -3.686005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320864 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -36860064.000000 Penalty: 6290.177246
	Iteration 35Q: 3 clusters Score -3.686006e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320852 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -36860080.000000 Penalty: 6290.177246
	Iteration 36Q: 3 clusters Score -3.686008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320839 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -36860116.000000 Penalty: 6290.177246
	Iteration 37Q: 3 clusters Score -3.686012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320830 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -36860144.000000 Penalty: 6290.177246
	Iteration 38Q: 3 clusters Score -3.686014e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320820 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -36860152.000000 Penalty: 6290.177246
	Iteration 39Q: 3 clusters Score -3.686015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320812 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -36860164.000000 Penalty: 6290.177246
	Iteration 40F: 3 clusters Score -3.686016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320804 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -36860168.000000 Penalty: 6290.177246
	Iteration 41Q: 3 clusters Score -3.686017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320799 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -36860176.000000 Penalty: 6290.177246
	Iteration 42Q: 3 clusters Score -3.686018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320795 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -36860176.000000 Penalty: 6290.177246
	Iteration 43Q: 3 clusters Score -3.686018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320787 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -36860196.000000 Penalty: 6290.177246
	Iteration 44Q: 3 clusters Score -3.68602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320779 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -36860224.000000 Penalty: 6290.177246
	Iteration 45Q: 3 clusters Score -3.686022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320777 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -36860212.000000 Penalty: 6290.177246
	Iteration 46Q: 3 clusters Score -3.686021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320772 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -36860212.000000 Penalty: 6290.177246
	Iteration 47Q: 3 clusters Score -3.686021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320772 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -36860212.000000 Penalty: 6290.177246
	Iteration 48Q: 3 clusters Score -3.686021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320770 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -36860240.000000 Penalty: 6290.177246
	Iteration 49Q: 3 clusters Score -3.686024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320769 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -36860244.000000 Penalty: 6290.177246
	Iteration 50Q: 3 clusters Score -3.686024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320769 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -36860244.000000 Penalty: 6290.177246
	Iteration 51Q: 3 clusters Score -3.686024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320770 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -36860240.000000 Penalty: 6290.177246
	Iteration 52Q: 3 clusters Score -3.686024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320769 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -36860244.000000 Penalty: 6290.177246
	Iteration 53Q: 3 clusters Score -3.686024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320767 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -36860252.000000 Penalty: 6290.177246
	Iteration 54Q: 3 clusters Score -3.686025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320766 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -36860252.000000 Penalty: 6290.177246
	Iteration 55Q: 3 clusters Score -3.686025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320766 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -36860252.000000 Penalty: 6290.177246
	Iteration 56F: 3 clusters Score -3.686025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Entering Unmasked Estep 
Score: -1415974.250000 Penalty: 2351.263672
	Iteration 0F: 2 clusters Score -1415974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1406274.875000 Penalty: 4702.527344
	Iteration 0F: 3 clusters Score -1406275 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1409274.875000 Penalty: 4702.527344
	Iteration 1F: 3 clusters Score -1409275 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1409594.000000 Penalty: 4702.527344
	Iteration 2F: 3 clusters Score -1409594 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1409827.375000 Penalty: 4702.527344
	Iteration 3Q: 3 clusters Score -1409827 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1410017.750000 Penalty: 4702.527344
	Iteration 4Q: 3 clusters Score -1410018 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1410169.750000 Penalty: 4702.527344
	Iteration 5Q: 3 clusters Score -1410170 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1410330.750000 Penalty: 4702.527344
	Iteration 6Q: 3 clusters Score -1410331 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1410497.000000 Penalty: 4702.527344
	Iteration 7Q: 3 clusters Score -1410497 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1410698.750000 Penalty: 4702.527344
	Iteration 8Q: 3 clusters Score -1410699 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1410923.000000 Penalty: 4702.527344
	Iteration 9Q: 3 clusters Score -1410923 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1411181.125000 Penalty: 4702.527344
	Iteration 10Q: 3 clusters Score -1411181 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1411483.625000 Penalty: 4702.527344
	Iteration 11Q: 3 clusters Score -1411484 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1411823.250000 Penalty: 4702.527344
	Iteration 12Q: 3 clusters Score -1411823 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1412173.375000 Penalty: 4702.527344
	Iteration 13Q: 3 clusters Score -1412173 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1412448.125000 Penalty: 4702.527344
	Iteration 14Q: 3 clusters Score -1412448 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1412710.625000 Penalty: 4702.527344
	Iteration 15Q: 3 clusters Score -1412711 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1412976.500000 Penalty: 4702.527344
	Iteration 16Q: 3 clusters Score -1412976 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1413199.375000 Penalty: 4702.527344
	Iteration 17Q: 3 clusters Score -1413199 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1413364.625000 Penalty: 4702.527344
	Iteration 18Q: 3 clusters Score -1413365 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1413483.125000 Penalty: 4702.527344
	Iteration 19Q: 3 clusters Score -1413483 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1413576.375000 Penalty: 4702.527344
	Iteration 20F: 3 clusters Score -1413576 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1413649.625000 Penalty: 4702.527344
	Iteration 21Q: 3 clusters Score -1413650 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1413720.875000 Penalty: 4702.527344
	Iteration 22Q: 3 clusters Score -1413721 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1413785.875000 Penalty: 4702.527344
	Iteration 23Q: 3 clusters Score -1413786 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1413842.875000 Penalty: 4702.527344
	Iteration 24Q: 3 clusters Score -1413843 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1413893.375000 Penalty: 4702.527344
	Iteration 25Q: 3 clusters Score -1413893 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1413929.625000 Penalty: 4702.527344
	Iteration 26Q: 3 clusters Score -1413930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1413954.500000 Penalty: 4702.527344
	Iteration 27Q: 3 clusters Score -1413954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1413974.750000 Penalty: 4702.527344
	Iteration 28Q: 3 clusters Score -1413975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1413985.875000 Penalty: 4702.527344
	Iteration 29Q: 3 clusters Score -1413986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1413999.000000 Penalty: 4702.527344
	Iteration 30Q: 3 clusters Score -1413999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1414010.000000 Penalty: 4702.527344
	Iteration 31Q: 3 clusters Score -1414010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1414023.500000 Penalty: 4702.527344
	Iteration 32Q: 3 clusters Score -1414024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1414038.750000 Penalty: 4702.527344
	Iteration 33Q: 3 clusters Score -1414039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1414049.375000 Penalty: 4702.527344
	Iteration 34Q: 3 clusters Score -1414049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1414055.750000 Penalty: 4702.527344
	Iteration 35Q: 3 clusters Score -1414056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1414066.750000 Penalty: 4702.527344
	Iteration 36Q: 3 clusters Score -1414067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1414077.375000 Penalty: 4702.527344
	Iteration 37Q: 3 clusters Score -1414077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1414082.750000 Penalty: 4702.527344
	Iteration 38Q: 3 clusters Score -1414083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1414084.625000 Penalty: 4702.527344
	Iteration 39Q: 3 clusters Score -1414085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1414085.125000 Penalty: 4702.527344
	Iteration 40F: 3 clusters Score -1414085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1414082.375000 Penalty: 4702.527344
	Iteration 41Q: 3 clusters Score -1414082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1414082.375000 Penalty: 4702.527344
	Iteration 42F: 3 clusters Score -1414082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -64020.394531 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -64020.39 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 285 members 
Entering Unmasked Estep 
Score: -62423.316406 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -62423.32 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62605.167969 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -62605.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62682.144531 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -62682.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -62725.656250 Penalty: 3181.075684
	Iteration 3Q: 3 clusters Score -62725.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62752.781250 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -62752.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62772.347656 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -62772.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62780.457031 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -62780.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62791.593750 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -62791.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62810.000000 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -62810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62829.488281 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -62829.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62855.398438 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -62855.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62870.785156 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -62870.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62900.238281 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -62900.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62936.312500 Penalty: 3181.075684
	Iteration 13Q: 3 clusters Score -62936.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62973.546875 Penalty: 3181.075684
	Iteration 14Q: 3 clusters Score -62973.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62996.480469 Penalty: 3181.075684
	Iteration 15Q: 3 clusters Score -62996.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63014.035156 Penalty: 3181.075684
	Iteration 16Q: 3 clusters Score -63014.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63062.187500 Penalty: 3181.075684
	Iteration 17Q: 3 clusters Score -63062.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63103.144531 Penalty: 3181.075684
	Iteration 18Q: 3 clusters Score -63103.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63118.128906 Penalty: 3181.075684
	Iteration 19Q: 3 clusters Score -63118.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63135.355469 Penalty: 3181.075684
	Iteration 20F: 3 clusters Score -63135.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63160.902344 Penalty: 3181.075684
	Iteration 21Q: 3 clusters Score -63160.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63193.687500 Penalty: 3181.075684
	Iteration 22Q: 3 clusters Score -63193.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63203.835938 Penalty: 3181.075684
	Iteration 23Q: 3 clusters Score -63203.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63208.089844 Penalty: 3181.075684
	Iteration 24Q: 3 clusters Score -63208.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63209.238281 Penalty: 3181.075684
	Iteration 25Q: 3 clusters Score -63209.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63211.578125 Penalty: 3181.075684
	Iteration 26Q: 3 clusters Score -63211.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63215.898438 Penalty: 3181.075684
	Iteration 27Q: 3 clusters Score -63215.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63215.898438 Penalty: 3181.075684
	Iteration 28F: 3 clusters Score -63215.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -78637.382812 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -78637.38 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 371 members 
Entering Unmasked Estep 
Score: -76939.312500 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -76939.31 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77442.039062 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -77442.04 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77696.375000 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -77696.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77948.632812 Penalty: 3293.378418
	Iteration 3F: 3 clusters Score -77948.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78269.796875 Penalty: 3293.378418
	Iteration 4F: 3 clusters Score -78269.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78507.031250 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -78507.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78703.820312 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -78703.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78747.398438 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -78747.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78796.539062 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -78796.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78820.226562 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -78820.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78831.578125 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -78831.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -78839.789062 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -78839.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78844.617188 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -78844.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78846.296875 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -78846.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78846.296875 Penalty: 3293.378418
	Iteration 14F: 3 clusters Score -78846.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321840 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 22356 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151816 members 
Mstep: Class 20 contains 115701 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 318 members 
Entering Unmasked Estep 
Score: -92668424.000000 Penalty: 81048.273438
Splitting cluster 5 changes total score from -92669928.000000 to -92668424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -65581.679688 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -65581.68 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 313 members 
Entering Unmasked Estep 
Score: -63966.621094 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -63966.62 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64161.656250 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -64161.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64226.589844 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -64226.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64243.750000 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -64243.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64252.292969 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -64252.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64255.859375 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -64255.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64256.851562 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -64256.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64262.007812 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -64262.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64264.292969 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -64264.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64264.292969 Penalty: 3169.559326
	Iteration 9F: 3 clusters Score -64264.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Entering Unmasked Estep 
Score: -7572962.500000 Penalty: 2749.501953
	Iteration 0F: 2 clusters Score -7572962 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 32921 members 
Entering Unmasked Estep 
Score: -7529360.000000 Penalty: 5499.003906
	Iteration 0F: 3 clusters Score -7529360 nChanged 30422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -7546328.000000 Penalty: 5499.003906
	Iteration 1F: 3 clusters Score -7546328 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -7546994.000000 Penalty: 5499.003906
	Iteration 2Q: 3 clusters Score -7546994 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -7547907.500000 Penalty: 5499.003906
	Iteration 3Q: 3 clusters Score -7547908 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -7549272.500000 Penalty: 5499.003906
	Iteration 4Q: 3 clusters Score -7549272 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -7551839.500000 Penalty: 5499.003906
	Iteration 5F: 3 clusters Score -7551840 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -7556146.500000 Penalty: 5499.003906
	Iteration 6F: 3 clusters Score -7556146 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -7561656.000000 Penalty: 5499.003906
	Iteration 7F: 3 clusters Score -7561656 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -7566535.500000 Penalty: 5499.003906
	Iteration 8F: 3 clusters Score -7566536 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -7569167.000000 Penalty: 5499.003906
	Iteration 9Q: 3 clusters Score -7569167 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -7570096.000000 Penalty: 5499.003906
	Iteration 10Q: 3 clusters Score -7570096 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -7570332.500000 Penalty: 5499.003906
	Iteration 11Q: 3 clusters Score -7570332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -7570422.500000 Penalty: 5499.003906
	Iteration 12Q: 3 clusters Score -7570422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -7570469.500000 Penalty: 5499.003906
	Iteration 13Q: 3 clusters Score -7570470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 65096 members 
Entering Unmasked Estep 
Score: -7570497.000000 Penalty: 5499.003906
	Iteration 14Q: 3 clusters Score -7570497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -7570522.000000 Penalty: 5499.003906
	Iteration 15Q: 3 clusters Score -7570522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 65106 members 
Entering Unmasked Estep 
Score: -7570539.000000 Penalty: 5499.003906
	Iteration 16Q: 3 clusters Score -7570539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -7570540.000000 Penalty: 5499.003906
	Iteration 17Q: 3 clusters Score -7570540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -7570540.000000 Penalty: 5499.003906
	Iteration 18F: 3 clusters Score -7570540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -285513.156250 Penalty: 1937.469849
	Iteration 0F: 2 clusters Score -285513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -282529.125000 Penalty: 3874.939697
	Iteration 0F: 3 clusters Score -282529.1 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -283056.593750 Penalty: 3874.939697
	Iteration 1F: 3 clusters Score -283056.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -283204.406250 Penalty: 3874.939697
	Iteration 2F: 3 clusters Score -283204.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -283290.531250 Penalty: 3874.939697
	Iteration 3Q: 3 clusters Score -283290.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -283348.937500 Penalty: 3874.939697
	Iteration 4Q: 3 clusters Score -283348.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283385.406250 Penalty: 3874.939697
	Iteration 5Q: 3 clusters Score -283385.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -283413.875000 Penalty: 3874.939697
	Iteration 6Q: 3 clusters Score -283413.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -283434.281250 Penalty: 3874.939697
	Iteration 7Q: 3 clusters Score -283434.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -283452.156250 Penalty: 3874.939697
	Iteration 8Q: 3 clusters Score -283452.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -283466.343750 Penalty: 3874.939697
	Iteration 9Q: 3 clusters Score -283466.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -283477.593750 Penalty: 3874.939697
	Iteration 10Q: 3 clusters Score -283477.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -283490.093750 Penalty: 3874.939697
	Iteration 11Q: 3 clusters Score -283490.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -283496.562500 Penalty: 3874.939697
	Iteration 12Q: 3 clusters Score -283496.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -283501.812500 Penalty: 3874.939697
	Iteration 13Q: 3 clusters Score -283501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -283503.750000 Penalty: 3874.939697
	Iteration 14Q: 3 clusters Score -283503.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -283504.531250 Penalty: 3874.939697
	Iteration 15Q: 3 clusters Score -283504.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -283505.750000 Penalty: 3874.939697
	Iteration 16Q: 3 clusters Score -283505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -283506.656250 Penalty: 3874.939697
	Iteration 17Q: 3 clusters Score -283506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -283507.906250 Penalty: 3874.939697
	Iteration 18Q: 3 clusters Score -283507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -283507.906250 Penalty: 3874.939697
	Iteration 19Q: 3 clusters Score -283507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -283508.750000 Penalty: 3874.939697
	Iteration 20F: 3 clusters Score -283508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -283509.187500 Penalty: 3874.939697
	Iteration 21Q: 3 clusters Score -283509.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -283509.187500 Penalty: 3874.939697
	Iteration 22F: 3 clusters Score -283509.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -44603.078125 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -44603.08 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 216 members 
Entering Unmasked Estep 
Score: -43176.710938 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -43176.71 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43373.933594 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -43373.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43449.320312 Penalty: 3026.869141
	Iteration 2Q: 3 clusters Score -43449.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43481.015625 Penalty: 3026.869141
	Iteration 3Q: 3 clusters Score -43481.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43514.972656 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -43514.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43516.492188 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -43516.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43524.105469 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -43524.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43526.078125 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -43526.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43529.660156 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -43529.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43529.660156 Penalty: 3026.869141
	Iteration 9F: 3 clusters Score -43529.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Entering Unmasked Estep 
Score: -2622128.500000 Penalty: 2483.682617
	Iteration 0F: 2 clusters Score -2622128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2606438.000000 Penalty: 4967.365234
	Iteration 0F: 3 clusters Score -2606438 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2611883.250000 Penalty: 4967.365234
	Iteration 1F: 3 clusters Score -2611883 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2612347.750000 Penalty: 4967.365234
	Iteration 2F: 3 clusters Score -2612348 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2612825.000000 Penalty: 4967.365234
	Iteration 3Q: 3 clusters Score -2612825 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2613387.250000 Penalty: 4967.365234
	Iteration 4Q: 3 clusters Score -2613387 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2614096.000000 Penalty: 4967.365234
	Iteration 5F: 3 clusters Score -2614096 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2615028.500000 Penalty: 4967.365234
	Iteration 6F: 3 clusters Score -2615028 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2616370.250000 Penalty: 4967.365234
	Iteration 7F: 3 clusters Score -2616370 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2618035.250000 Penalty: 4967.365234
	Iteration 8F: 3 clusters Score -2618035 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2619657.000000 Penalty: 4967.365234
	Iteration 9F: 3 clusters Score -2619657 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2620540.750000 Penalty: 4967.365234
	Iteration 10F: 3 clusters Score -2620541 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2620874.250000 Penalty: 4967.365234
	Iteration 11Q: 3 clusters Score -2620874 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2620996.250000 Penalty: 4967.365234
	Iteration 12Q: 3 clusters Score -2620996 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2621035.250000 Penalty: 4967.365234
	Iteration 13Q: 3 clusters Score -2621035 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2621058.250000 Penalty: 4967.365234
	Iteration 14Q: 3 clusters Score -2621058 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2621083.250000 Penalty: 4967.365234
	Iteration 15Q: 3 clusters Score -2621083 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2621091.000000 Penalty: 4967.365234
	Iteration 16Q: 3 clusters Score -2621091 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2621098.500000 Penalty: 4967.365234
	Iteration 17Q: 3 clusters Score -2621098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2621103.750000 Penalty: 4967.365234
	Iteration 18Q: 3 clusters Score -2621104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2621106.000000 Penalty: 4967.365234
	Iteration 19Q: 3 clusters Score -2621106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2621106.500000 Penalty: 4967.365234
	Iteration 20F: 3 clusters Score -2621106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2621108.500000 Penalty: 4967.365234
	Iteration 21Q: 3 clusters Score -2621108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2621113.500000 Penalty: 4967.365234
	Iteration 22Q: 3 clusters Score -2621114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2621113.250000 Penalty: 4967.365234
	Iteration 23Q: 3 clusters Score -2621113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2621119.250000 Penalty: 4967.365234
	Iteration 24Q: 3 clusters Score -2621119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2621123.000000 Penalty: 4967.365234
	Iteration 25Q: 3 clusters Score -2621123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2621120.000000 Penalty: 4967.365234
	Iteration 26Q: 3 clusters Score -2621120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2621125.000000 Penalty: 4967.365234
	Iteration 27Q: 3 clusters Score -2621125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2621125.000000 Penalty: 4967.365234
	Iteration 28Q: 3 clusters Score -2621125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2621125.000000 Penalty: 4967.365234
	Iteration 29F: 3 clusters Score -2621125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Entering Unmasked Estep 
Score: -634491.375000 Penalty: 2139.437744
	Iteration 0F: 2 clusters Score -634491.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -629632.000000 Penalty: 4278.875488
	Iteration 0F: 3 clusters Score -629632 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -630757.875000 Penalty: 4278.875488
	Iteration 1F: 3 clusters Score -630757.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -630941.750000 Penalty: 4278.875488
	Iteration 2F: 3 clusters Score -630941.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -631073.562500 Penalty: 4278.875488
	Iteration 3Q: 3 clusters Score -631073.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -631164.062500 Penalty: 4278.875488
	Iteration 4Q: 3 clusters Score -631164.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -631241.687500 Penalty: 4278.875488
	Iteration 5Q: 3 clusters Score -631241.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -631341.812500 Penalty: 4278.875488
	Iteration 6Q: 3 clusters Score -631341.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -631432.187500 Penalty: 4278.875488
	Iteration 7Q: 3 clusters Score -631432.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -631508.125000 Penalty: 4278.875488
	Iteration 8Q: 3 clusters Score -631508.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -631597.125000 Penalty: 4278.875488
	Iteration 9Q: 3 clusters Score -631597.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -631684.812500 Penalty: 4278.875488
	Iteration 10Q: 3 clusters Score -631684.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -631776.062500 Penalty: 4278.875488
	Iteration 11Q: 3 clusters Score -631776.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -631865.187500 Penalty: 4278.875488
	Iteration 12Q: 3 clusters Score -631865.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -631953.437500 Penalty: 4278.875488
	Iteration 13Q: 3 clusters Score -631953.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -632033.312500 Penalty: 4278.875488
	Iteration 14Q: 3 clusters Score -632033.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -632104.687500 Penalty: 4278.875488
	Iteration 15Q: 3 clusters Score -632104.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -632165.000000 Penalty: 4278.875488
	Iteration 16Q: 3 clusters Score -632165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -632219.375000 Penalty: 4278.875488
	Iteration 17Q: 3 clusters Score -632219.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -632269.500000 Penalty: 4278.875488
	Iteration 18Q: 3 clusters Score -632269.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -632310.125000 Penalty: 4278.875488
	Iteration 19Q: 3 clusters Score -632310.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -632337.312500 Penalty: 4278.875488
	Iteration 20F: 3 clusters Score -632337.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -632364.875000 Penalty: 4278.875488
	Iteration 21Q: 3 clusters Score -632364.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -632386.625000 Penalty: 4278.875488
	Iteration 22Q: 3 clusters Score -632386.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -632406.000000 Penalty: 4278.875488
	Iteration 23Q: 3 clusters Score -632406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -632426.312500 Penalty: 4278.875488
	Iteration 24Q: 3 clusters Score -632426.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -632442.750000 Penalty: 4278.875488
	Iteration 25Q: 3 clusters Score -632442.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -632465.562500 Penalty: 4278.875488
	Iteration 26Q: 3 clusters Score -632465.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -632478.937500 Penalty: 4278.875488
	Iteration 27Q: 3 clusters Score -632478.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -632494.187500 Penalty: 4278.875488
	Iteration 28Q: 3 clusters Score -632494.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -632513.375000 Penalty: 4278.875488
	Iteration 29Q: 3 clusters Score -632513.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -632529.750000 Penalty: 4278.875488
	Iteration 30Q: 3 clusters Score -632529.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -632541.375000 Penalty: 4278.875488
	Iteration 31Q: 3 clusters Score -632541.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -632556.687500 Penalty: 4278.875488
	Iteration 32Q: 3 clusters Score -632556.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -632565.500000 Penalty: 4278.875488
	Iteration 33Q: 3 clusters Score -632565.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -632569.812500 Penalty: 4278.875488
	Iteration 34Q: 3 clusters Score -632569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -632572.375000 Penalty: 4278.875488
	Iteration 35Q: 3 clusters Score -632572.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -632573.750000 Penalty: 4278.875488
	Iteration 36Q: 3 clusters Score -632573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -632576.500000 Penalty: 4278.875488
	Iteration 37Q: 3 clusters Score -632576.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -632577.437500 Penalty: 4278.875488
	Iteration 38Q: 3 clusters Score -632577.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -632579.437500 Penalty: 4278.875488
	Iteration 39Q: 3 clusters Score -632579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -632580.312500 Penalty: 4278.875488
	Iteration 40F: 3 clusters Score -632580.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -632579.500000 Penalty: 4278.875488
	Iteration 41Q: 3 clusters Score -632579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -632580.812500 Penalty: 4278.875488
	Iteration 42Q: 3 clusters Score -632580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -632580.812500 Penalty: 4278.875488
	Iteration 43F: 3 clusters Score -632580.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Entering Unmasked Estep 
Score: -3494099.750000 Penalty: 2554.436523
	Iteration 0F: 2 clusters Score -3494100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3473700.000000 Penalty: 5108.873047
	Iteration 0F: 3 clusters Score -3473700 nChanged 13450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3480940.750000 Penalty: 5108.873047
	Iteration 1F: 3 clusters Score -3480941 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3481355.750000 Penalty: 5108.873047
	Iteration 2Q: 3 clusters Score -3481356 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3481746.500000 Penalty: 5108.873047
	Iteration 3Q: 3 clusters Score -3481746 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3482085.250000 Penalty: 5108.873047
	Iteration 4Q: 3 clusters Score -3482085 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3482424.500000 Penalty: 5108.873047
	Iteration 5Q: 3 clusters Score -3482424 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3482828.750000 Penalty: 5108.873047
	Iteration 6Q: 3 clusters Score -3482829 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3483318.000000 Penalty: 5108.873047
	Iteration 7Q: 3 clusters Score -3483318 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3483873.250000 Penalty: 5108.873047
	Iteration 8Q: 3 clusters Score -3483873 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -3484556.750000 Penalty: 5108.873047
	Iteration 9Q: 3 clusters Score -3484557 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3485270.000000 Penalty: 5108.873047
	Iteration 10Q: 3 clusters Score -3485270 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3486019.500000 Penalty: 5108.873047
	Iteration 11Q: 3 clusters Score -3486020 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -3486922.000000 Penalty: 5108.873047
	Iteration 12Q: 3 clusters Score -3486922 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3487767.750000 Penalty: 5108.873047
	Iteration 13Q: 3 clusters Score -3487768 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3488500.500000 Penalty: 5108.873047
	Iteration 14Q: 3 clusters Score -3488500 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3489170.750000 Penalty: 5108.873047
	Iteration 15Q: 3 clusters Score -3489171 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3489667.500000 Penalty: 5108.873047
	Iteration 16Q: 3 clusters Score -3489668 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3489992.250000 Penalty: 5108.873047
	Iteration 17Q: 3 clusters Score -3489992 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3490228.250000 Penalty: 5108.873047
	Iteration 18Q: 3 clusters Score -3490228 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3490412.750000 Penalty: 5108.873047
	Iteration 19Q: 3 clusters Score -3490413 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3490608.500000 Penalty: 5108.873047
	Iteration 20F: 3 clusters Score -3490608 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3490774.750000 Penalty: 5108.873047
	Iteration 21Q: 3 clusters Score -3490775 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3490921.250000 Penalty: 5108.873047
	Iteration 22Q: 3 clusters Score -3490921 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3491042.750000 Penalty: 5108.873047
	Iteration 23Q: 3 clusters Score -3491043 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3491157.750000 Penalty: 5108.873047
	Iteration 24Q: 3 clusters Score -3491158 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3491245.750000 Penalty: 5108.873047
	Iteration 25Q: 3 clusters Score -3491246 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3491336.250000 Penalty: 5108.873047
	Iteration 26Q: 3 clusters Score -3491336 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3491402.000000 Penalty: 5108.873047
	Iteration 27Q: 3 clusters Score -3491402 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3491454.750000 Penalty: 5108.873047
	Iteration 28Q: 3 clusters Score -3491455 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -3491534.250000 Penalty: 5108.873047
	Iteration 29Q: 3 clusters Score -3491534 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -3491592.750000 Penalty: 5108.873047
	Iteration 30Q: 3 clusters Score -3491593 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -3491634.750000 Penalty: 5108.873047
	Iteration 31Q: 3 clusters Score -3491635 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3491684.250000 Penalty: 5108.873047
	Iteration 32Q: 3 clusters Score -3491684 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3491717.500000 Penalty: 5108.873047
	Iteration 33Q: 3 clusters Score -3491718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -3491754.000000 Penalty: 5108.873047
	Iteration 34Q: 3 clusters Score -3491754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3491771.750000 Penalty: 5108.873047
	Iteration 35Q: 3 clusters Score -3491772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -3491797.500000 Penalty: 5108.873047
	Iteration 36Q: 3 clusters Score -3491798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -3491812.500000 Penalty: 5108.873047
	Iteration 37Q: 3 clusters Score -3491812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -3491826.500000 Penalty: 5108.873047
	Iteration 38Q: 3 clusters Score -3491826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -3491840.250000 Penalty: 5108.873047
	Iteration 39Q: 3 clusters Score -3491840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -3491871.500000 Penalty: 5108.873047
	Iteration 40F: 3 clusters Score -3491872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3491898.000000 Penalty: 5108.873047
	Iteration 41Q: 3 clusters Score -3491898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3491906.500000 Penalty: 5108.873047
	Iteration 42Q: 3 clusters Score -3491906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -3491912.250000 Penalty: 5108.873047
	Iteration 43Q: 3 clusters Score -3491912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -3491924.250000 Penalty: 5108.873047
	Iteration 44Q: 3 clusters Score -3491924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3491937.250000 Penalty: 5108.873047
	Iteration 45Q: 3 clusters Score -3491937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3491944.750000 Penalty: 5108.873047
	Iteration 46Q: 3 clusters Score -3491945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3491951.250000 Penalty: 5108.873047
	Iteration 47Q: 3 clusters Score -3491951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -3491949.750000 Penalty: 5108.873047
	Iteration 48Q: 3 clusters Score -3491950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3491953.250000 Penalty: 5108.873047
	Iteration 49Q: 3 clusters Score -3491953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3491956.500000 Penalty: 5108.873047
	Iteration 50Q: 3 clusters Score -3491956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -3491960.500000 Penalty: 5108.873047
	Iteration 51Q: 3 clusters Score -3491960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3491963.750000 Penalty: 5108.873047
	Iteration 52Q: 3 clusters Score -3491964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3491965.750000 Penalty: 5108.873047
	Iteration 53Q: 3 clusters Score -3491966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -3491966.250000 Penalty: 5108.873047
	Iteration 54Q: 3 clusters Score -3491966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -3491968.500000 Penalty: 5108.873047
	Iteration 55Q: 3 clusters Score -3491968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -3491971.250000 Penalty: 5108.873047
	Iteration 56Q: 3 clusters Score -3491971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3491970.500000 Penalty: 5108.873047
	Iteration 57Q: 3 clusters Score -3491970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3491970.500000 Penalty: 5108.873047
	Iteration 58F: 3 clusters Score -3491970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Entering Unmasked Estep 
Score: -4785844.000000 Penalty: 2643.011963
	Iteration 0F: 2 clusters Score -4785844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4757024.000000 Penalty: 5286.023926
	Iteration 0F: 3 clusters Score -4757024 nChanged 19399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -4767770.500000 Penalty: 5286.023926
	Iteration 1F: 3 clusters Score -4767770 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -4768257.500000 Penalty: 5286.023926
	Iteration 2Q: 3 clusters Score -4768258 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -4768818.500000 Penalty: 5286.023926
	Iteration 3Q: 3 clusters Score -4768818 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -4769630.000000 Penalty: 5286.023926
	Iteration 4Q: 3 clusters Score -4769630 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -4770789.500000 Penalty: 5286.023926
	Iteration 5F: 3 clusters Score -4770790 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -4772326.500000 Penalty: 5286.023926
	Iteration 6F: 3 clusters Score -4772326 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -4774183.000000 Penalty: 5286.023926
	Iteration 7F: 3 clusters Score -4774183 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -4776099.000000 Penalty: 5286.023926
	Iteration 8F: 3 clusters Score -4776099 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -4777856.500000 Penalty: 5286.023926
	Iteration 9F: 3 clusters Score -4777856 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -4779451.000000 Penalty: 5286.023926
	Iteration 10Q: 3 clusters Score -4779451 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -4781132.500000 Penalty: 5286.023926
	Iteration 11Q: 3 clusters Score -4781132 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -4782901.500000 Penalty: 5286.023926
	Iteration 12Q: 3 clusters Score -4782902 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4783504.000000 Penalty: 5286.023926
	Iteration 13Q: 3 clusters Score -4783504 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4783650.500000 Penalty: 5286.023926
	Iteration 14Q: 3 clusters Score -4783650 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4783703.000000 Penalty: 5286.023926
	Iteration 15Q: 3 clusters Score -4783703 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4783744.000000 Penalty: 5286.023926
	Iteration 16Q: 3 clusters Score -4783744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4783758.000000 Penalty: 5286.023926
	Iteration 17Q: 3 clusters Score -4783758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4783767.000000 Penalty: 5286.023926
	Iteration 18Q: 3 clusters Score -4783767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4783785.000000 Penalty: 5286.023926
	Iteration 19Q: 3 clusters Score -4783785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4783788.500000 Penalty: 5286.023926
	Iteration 20F: 3 clusters Score -4783788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4783797.500000 Penalty: 5286.023926
	Iteration 21Q: 3 clusters Score -4783798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4783799.000000 Penalty: 5286.023926
	Iteration 22Q: 3 clusters Score -4783799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4783808.500000 Penalty: 5286.023926
	Iteration 23Q: 3 clusters Score -4783808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4783811.000000 Penalty: 5286.023926
	Iteration 24Q: 3 clusters Score -4783811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4783815.500000 Penalty: 5286.023926
	Iteration 25Q: 3 clusters Score -4783816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4783807.500000 Penalty: 5286.023926
	Iteration 26Q: 3 clusters Score -4783808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4783810.000000 Penalty: 5286.023926
	Iteration 27Q: 3 clusters Score -4783810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4783820.500000 Penalty: 5286.023926
	Iteration 28Q: 3 clusters Score -4783820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4783819.000000 Penalty: 5286.023926
	Iteration 29Q: 3 clusters Score -4783819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4783811.500000 Penalty: 5286.023926
	Iteration 30Q: 3 clusters Score -4783812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4783817.500000 Penalty: 5286.023926
	Iteration 31Q: 3 clusters Score -4783818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4783823.500000 Penalty: 5286.023926
	Iteration 32Q: 3 clusters Score -4783824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4783818.500000 Penalty: 5286.023926
	Iteration 33Q: 3 clusters Score -4783818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4783820.500000 Penalty: 5286.023926
	Iteration 34Q: 3 clusters Score -4783820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4783818.500000 Penalty: 5286.023926
	Iteration 35Q: 3 clusters Score -4783818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4783821.500000 Penalty: 5286.023926
	Iteration 36Q: 3 clusters Score -4783822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4783822.000000 Penalty: 5286.023926
	Iteration 37Q: 3 clusters Score -4783822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4783819.000000 Penalty: 5286.023926
	Iteration 38Q: 3 clusters Score -4783819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4783817.500000 Penalty: 5286.023926
	Iteration 39Q: 3 clusters Score -4783818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4783817.500000 Penalty: 5286.023926
	Iteration 40F: 3 clusters Score -4783818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Entering Unmasked Estep 
Score: -3297974.000000 Penalty: 2541.670654
	Iteration 0F: 2 clusters Score -3297974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3278698.750000 Penalty: 5083.341309
	Iteration 0F: 3 clusters Score -3278699 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3285532.000000 Penalty: 5083.341309
	Iteration 1F: 3 clusters Score -3285532 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3286056.500000 Penalty: 5083.341309
	Iteration 2F: 3 clusters Score -3286056 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3286516.000000 Penalty: 5083.341309
	Iteration 3Q: 3 clusters Score -3286516 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -3286952.000000 Penalty: 5083.341309
	Iteration 4Q: 3 clusters Score -3286952 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3287366.250000 Penalty: 5083.341309
	Iteration 5Q: 3 clusters Score -3287366 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -3287858.250000 Penalty: 5083.341309
	Iteration 6Q: 3 clusters Score -3287858 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -3288421.500000 Penalty: 5083.341309
	Iteration 7Q: 3 clusters Score -3288422 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3289085.000000 Penalty: 5083.341309
	Iteration 8Q: 3 clusters Score -3289085 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3289851.000000 Penalty: 5083.341309
	Iteration 9Q: 3 clusters Score -3289851 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3290877.500000 Penalty: 5083.341309
	Iteration 10Q: 3 clusters Score -3290878 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3292121.500000 Penalty: 5083.341309
	Iteration 11F: 3 clusters Score -3292122 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3293521.250000 Penalty: 5083.341309
	Iteration 12Q: 3 clusters Score -3293521 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3294690.500000 Penalty: 5083.341309
	Iteration 13Q: 3 clusters Score -3294690 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3295267.500000 Penalty: 5083.341309
	Iteration 14Q: 3 clusters Score -3295268 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3295554.250000 Penalty: 5083.341309
	Iteration 15Q: 3 clusters Score -3295554 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3295736.500000 Penalty: 5083.341309
	Iteration 16Q: 3 clusters Score -3295736 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3295853.500000 Penalty: 5083.341309
	Iteration 17Q: 3 clusters Score -3295854 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3295965.000000 Penalty: 5083.341309
	Iteration 18Q: 3 clusters Score -3295965 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3296046.000000 Penalty: 5083.341309
	Iteration 19Q: 3 clusters Score -3296046 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3296131.250000 Penalty: 5083.341309
	Iteration 20F: 3 clusters Score -3296131 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -3296240.000000 Penalty: 5083.341309
	Iteration 21Q: 3 clusters Score -3296240 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3296353.250000 Penalty: 5083.341309
	Iteration 22Q: 3 clusters Score -3296353 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3296523.500000 Penalty: 5083.341309
	Iteration 23Q: 3 clusters Score -3296524 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -3296682.000000 Penalty: 5083.341309
	Iteration 24Q: 3 clusters Score -3296682 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3296867.000000 Penalty: 5083.341309
	Iteration 25Q: 3 clusters Score -3296867 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3297073.500000 Penalty: 5083.341309
	Iteration 26Q: 3 clusters Score -3297074 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3297336.250000 Penalty: 5083.341309
	Iteration 27Q: 3 clusters Score -3297336 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -3297589.500000 Penalty: 5083.341309
	Iteration 28Q: 3 clusters Score -3297590 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -3297769.250000 Penalty: 5083.341309
	Iteration 29Q: 3 clusters Score -3297769 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3297919.000000 Penalty: 5083.341309
	Iteration 30Q: 3 clusters Score -3297919 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3298022.000000 Penalty: 5083.341309
	Iteration 31Q: 3 clusters Score -3298022 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3298098.500000 Penalty: 5083.341309
	Iteration 32Q: 3 clusters Score -3298098 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3298147.750000 Penalty: 5083.341309
	Iteration 33Q: 3 clusters Score -3298148 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3298192.000000 Penalty: 5083.341309
	Iteration 34Q: 3 clusters Score -3298192 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3298241.750000 Penalty: 5083.341309
	Iteration 35Q: 3 clusters Score -3298242 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3298260.500000 Penalty: 5083.341309
	Iteration 36Q: 3 clusters Score -3298260 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3298271.250000 Penalty: 5083.341309
	Iteration 37Q: 3 clusters Score -3298271 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3298275.500000 Penalty: 5083.341309
	Iteration 38Q: 3 clusters Score -3298276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3298279.500000 Penalty: 5083.341309
	Iteration 39Q: 3 clusters Score -3298280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3298339.500000 Penalty: 5083.341309
	Iteration 40F: 3 clusters Score -3298340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3298363.750000 Penalty: 5083.341309
	Iteration 41Q: 3 clusters Score -3298364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3298385.500000 Penalty: 5083.341309
	Iteration 42Q: 3 clusters Score -3298386 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3298397.500000 Penalty: 5083.341309
	Iteration 43Q: 3 clusters Score -3298398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3298399.000000 Penalty: 5083.341309
	Iteration 44Q: 3 clusters Score -3298399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3298397.500000 Penalty: 5083.341309
	Iteration 45Q: 3 clusters Score -3298398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3298403.750000 Penalty: 5083.341309
	Iteration 46Q: 3 clusters Score -3298404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3298419.500000 Penalty: 5083.341309
	Iteration 47Q: 3 clusters Score -3298420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3298415.500000 Penalty: 5083.341309
	Iteration 48Q: 3 clusters Score -3298416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3298420.000000 Penalty: 5083.341309
	Iteration 49Q: 3 clusters Score -3298420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3298420.250000 Penalty: 5083.341309
	Iteration 50Q: 3 clusters Score -3298420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3298416.500000 Penalty: 5083.341309
	Iteration 51Q: 3 clusters Score -3298416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3298416.500000 Penalty: 5083.341309
	Iteration 52Q: 3 clusters Score -3298416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3298422.750000 Penalty: 5083.341309
	Iteration 53Q: 3 clusters Score -3298423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3298419.250000 Penalty: 5083.341309
	Iteration 54Q: 3 clusters Score -3298419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3298421.250000 Penalty: 5083.341309
	Iteration 55Q: 3 clusters Score -3298421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3298413.500000 Penalty: 5083.341309
	Iteration 56Q: 3 clusters Score -3298414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3298417.250000 Penalty: 5083.341309
	Iteration 57Q: 3 clusters Score -3298417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -3298416.750000 Penalty: 5083.341309
	Iteration 58Q: 3 clusters Score -3298417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3298414.500000 Penalty: 5083.341309
	Iteration 59Q: 3 clusters Score -3298414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3298409.500000 Penalty: 5083.341309
	Iteration 60F: 3 clusters Score -3298410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3298412.500000 Penalty: 5083.341309
	Iteration 61Q: 3 clusters Score -3298412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3298412.000000 Penalty: 5083.341309
	Iteration 62Q: 3 clusters Score -3298412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3298412.250000 Penalty: 5083.341309
	Iteration 63Q: 3 clusters Score -3298412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3298407.750000 Penalty: 5083.341309
	Iteration 64Q: 3 clusters Score -3298408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3298410.750000 Penalty: 5083.341309
	Iteration 65Q: 3 clusters Score -3298411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3298408.750000 Penalty: 5083.341309
	Iteration 66Q: 3 clusters Score -3298409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3298408.750000 Penalty: 5083.341309
	Iteration 67F: 3 clusters Score -3298409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 321840 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 22356 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 13567 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 151816 members 
Mstep: Class 20 contains 115701 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 14678 members 
Entering Unmasked Estep 
Score: -92669416.000000 Penalty: 81048.273438
Splitting cluster 14 changes total score from -92669928.000000 to -92669416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -236287.875000 Penalty: 1891.510254
	Iteration 0F: 2 clusters Score -236287.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -233611.203125 Penalty: 3783.020508
	Iteration 0F: 3 clusters Score -233611.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -234053.437500 Penalty: 3783.020508
	Iteration 1F: 3 clusters Score -234053.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -234158.125000 Penalty: 3783.020508
	Iteration 2F: 3 clusters Score -234158.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -234232.500000 Penalty: 3783.020508
	Iteration 3Q: 3 clusters Score -234232.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -234270.687500 Penalty: 3783.020508
	Iteration 4Q: 3 clusters Score -234270.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -234293.031250 Penalty: 3783.020508
	Iteration 5Q: 3 clusters Score -234293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -234310.281250 Penalty: 3783.020508
	Iteration 6Q: 3 clusters Score -234310.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -234320.718750 Penalty: 3783.020508
	Iteration 7Q: 3 clusters Score -234320.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -234335.484375 Penalty: 3783.020508
	Iteration 8Q: 3 clusters Score -234335.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -234350.593750 Penalty: 3783.020508
	Iteration 9Q: 3 clusters Score -234350.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -234355.640625 Penalty: 3783.020508
	Iteration 10Q: 3 clusters Score -234355.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -234359.875000 Penalty: 3783.020508
	Iteration 11Q: 3 clusters Score -234359.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -234361.875000 Penalty: 3783.020508
	Iteration 12Q: 3 clusters Score -234361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -234362.343750 Penalty: 3783.020508
	Iteration 13Q: 3 clusters Score -234362.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -234362.343750 Penalty: 3783.020508
	Iteration 14F: 3 clusters Score -234362.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Entering Unmasked Estep 
Score: -781317.750000 Penalty: 2183.956055
	Iteration 0F: 2 clusters Score -781317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -775797.937500 Penalty: 4367.912109
	Iteration 0F: 3 clusters Score -775797.9 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -777232.500000 Penalty: 4367.912109
	Iteration 1F: 3 clusters Score -777232.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -777453.187500 Penalty: 4367.912109
	Iteration 2F: 3 clusters Score -777453.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -777590.687500 Penalty: 4367.912109
	Iteration 3Q: 3 clusters Score -777590.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -777696.562500 Penalty: 4367.912109
	Iteration 4Q: 3 clusters Score -777696.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -777778.562500 Penalty: 4367.912109
	Iteration 5Q: 3 clusters Score -777778.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -777851.375000 Penalty: 4367.912109
	Iteration 6Q: 3 clusters Score -777851.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -777927.687500 Penalty: 4367.912109
	Iteration 7Q: 3 clusters Score -777927.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -777991.062500 Penalty: 4367.912109
	Iteration 8Q: 3 clusters Score -777991.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -778059.625000 Penalty: 4367.912109
	Iteration 9Q: 3 clusters Score -778059.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -778132.375000 Penalty: 4367.912109
	Iteration 10Q: 3 clusters Score -778132.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -778220.250000 Penalty: 4367.912109
	Iteration 11Q: 3 clusters Score -778220.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -778335.312500 Penalty: 4367.912109
	Iteration 12Q: 3 clusters Score -778335.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -778444.000000 Penalty: 4367.912109
	Iteration 13Q: 3 clusters Score -778444 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -778552.562500 Penalty: 4367.912109
	Iteration 14Q: 3 clusters Score -778552.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -778690.250000 Penalty: 4367.912109
	Iteration 15Q: 3 clusters Score -778690.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -778810.562500 Penalty: 4367.912109
	Iteration 16Q: 3 clusters Score -778810.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -778924.875000 Penalty: 4367.912109
	Iteration 17Q: 3 clusters Score -778924.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -779034.375000 Penalty: 4367.912109
	Iteration 18Q: 3 clusters Score -779034.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -779112.750000 Penalty: 4367.912109
	Iteration 19Q: 3 clusters Score -779112.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -779163.562500 Penalty: 4367.912109
	Iteration 20F: 3 clusters Score -779163.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -779188.125000 Penalty: 4367.912109
	Iteration 21Q: 3 clusters Score -779188.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -779212.000000 Penalty: 4367.912109
	Iteration 22Q: 3 clusters Score -779212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -779232.125000 Penalty: 4367.912109
	Iteration 23Q: 3 clusters Score -779232.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -779249.812500 Penalty: 4367.912109
	Iteration 24Q: 3 clusters Score -779249.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -779259.375000 Penalty: 4367.912109
	Iteration 25Q: 3 clusters Score -779259.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -779265.875000 Penalty: 4367.912109
	Iteration 26Q: 3 clusters Score -779265.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -779271.250000 Penalty: 4367.912109
	Iteration 27Q: 3 clusters Score -779271.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -779279.125000 Penalty: 4367.912109
	Iteration 28Q: 3 clusters Score -779279.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -779285.500000 Penalty: 4367.912109
	Iteration 29Q: 3 clusters Score -779285.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -779286.875000 Penalty: 4367.912109
	Iteration 30Q: 3 clusters Score -779286.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -779293.625000 Penalty: 4367.912109
	Iteration 31Q: 3 clusters Score -779293.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -779297.250000 Penalty: 4367.912109
	Iteration 32Q: 3 clusters Score -779297.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -779300.187500 Penalty: 4367.912109
	Iteration 33Q: 3 clusters Score -779300.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -779302.187500 Penalty: 4367.912109
	Iteration 34Q: 3 clusters Score -779302.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -779304.687500 Penalty: 4367.912109
	Iteration 35Q: 3 clusters Score -779304.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -779309.375000 Penalty: 4367.912109
	Iteration 36Q: 3 clusters Score -779309.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -779310.625000 Penalty: 4367.912109
	Iteration 37Q: 3 clusters Score -779310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -779313.812500 Penalty: 4367.912109
	Iteration 38Q: 3 clusters Score -779313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -779315.625000 Penalty: 4367.912109
	Iteration 39Q: 3 clusters Score -779315.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -779316.625000 Penalty: 4367.912109
	Iteration 40F: 3 clusters Score -779316.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -779317.750000 Penalty: 4367.912109
	Iteration 41Q: 3 clusters Score -779317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -779319.687500 Penalty: 4367.912109
	Iteration 42Q: 3 clusters Score -779319.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -779319.125000 Penalty: 4367.912109
	Iteration 43Q: 3 clusters Score -779319.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -779324.812500 Penalty: 4367.912109
	Iteration 44Q: 3 clusters Score -779324.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -779324.875000 Penalty: 4367.912109
	Iteration 45Q: 3 clusters Score -779324.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -779328.687500 Penalty: 4367.912109
	Iteration 46Q: 3 clusters Score -779328.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -779331.812500 Penalty: 4367.912109
	Iteration 47Q: 3 clusters Score -779331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -779333.500000 Penalty: 4367.912109
	Iteration 48Q: 3 clusters Score -779333.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -779333.937500 Penalty: 4367.912109
	Iteration 49Q: 3 clusters Score -779333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -779336.875000 Penalty: 4367.912109
	Iteration 50Q: 3 clusters Score -779336.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -779336.812500 Penalty: 4367.912109
	Iteration 51Q: 3 clusters Score -779336.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -779337.875000 Penalty: 4367.912109
	Iteration 52Q: 3 clusters Score -779337.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -779341.125000 Penalty: 4367.912109
	Iteration 53Q: 3 clusters Score -779341.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -779342.812500 Penalty: 4367.912109
	Iteration 54Q: 3 clusters Score -779342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -779342.875000 Penalty: 4367.912109
	Iteration 55Q: 3 clusters Score -779342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -779346.125000 Penalty: 4367.912109
	Iteration 56Q: 3 clusters Score -779346.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -779346.937500 Penalty: 4367.912109
	Iteration 57Q: 3 clusters Score -779346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -779346.562500 Penalty: 4367.912109
	Iteration 58Q: 3 clusters Score -779346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -779347.187500 Penalty: 4367.912109
	Iteration 59Q: 3 clusters Score -779347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -779347.187500 Penalty: 4367.912109
	Iteration 60F: 3 clusters Score -779347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -66387.656250 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -66387.66 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 318 members 
Entering Unmasked Estep 
Score: -64723.644531 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -64723.64 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64913.582031 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -64913.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64978.429688 Penalty: 3204.888184
	Iteration 2Q: 3 clusters Score -64978.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65009.257812 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -65009.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65028.558594 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -65028.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65047.968750 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -65047.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65057.589844 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -65057.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65062.234375 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -65062.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65074.468750 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -65074.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65088.804688 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -65088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65109.089844 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -65109.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65122.878906 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -65122.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65129.101562 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -65129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65135.261719 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -65135.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65135.636719 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -65135.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65136.945312 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -65136.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65136.945312 Penalty: 3204.888184
	Iteration 16F: 3 clusters Score -65136.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -198636.796875 Penalty: 1880.771606
	Iteration 0F: 2 clusters Score -198636.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -196062.875000 Penalty: 3761.543213
	Iteration 0F: 3 clusters Score -196062.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -196653.171875 Penalty: 3761.543213
	Iteration 1F: 3 clusters Score -196653.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -196822.625000 Penalty: 3761.543213
	Iteration 2F: 3 clusters Score -196822.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -196917.140625 Penalty: 3761.543213
	Iteration 3F: 3 clusters Score -196917.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -196964.468750 Penalty: 3761.543213
	Iteration 4Q: 3 clusters Score -196964.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -197005.953125 Penalty: 3761.543213
	Iteration 5Q: 3 clusters Score -197006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -197037.984375 Penalty: 3761.543213
	Iteration 6Q: 3 clusters Score -197038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -197059.625000 Penalty: 3761.543213
	Iteration 7Q: 3 clusters Score -197059.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -197078.687500 Penalty: 3761.543213
	Iteration 8Q: 3 clusters Score -197078.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -197097.828125 Penalty: 3761.543213
	Iteration 9Q: 3 clusters Score -197097.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -197118.203125 Penalty: 3761.543213
	Iteration 10Q: 3 clusters Score -197118.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -197138.093750 Penalty: 3761.543213
	Iteration 11Q: 3 clusters Score -197138.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -197146.015625 Penalty: 3761.543213
	Iteration 12Q: 3 clusters Score -197146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -197149.765625 Penalty: 3761.543213
	Iteration 13Q: 3 clusters Score -197149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -197152.062500 Penalty: 3761.543213
	Iteration 14Q: 3 clusters Score -197152.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -197158.359375 Penalty: 3761.543213
	Iteration 15Q: 3 clusters Score -197158.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -197162.390625 Penalty: 3761.543213
	Iteration 16Q: 3 clusters Score -197162.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -197165.703125 Penalty: 3761.543213
	Iteration 17Q: 3 clusters Score -197165.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -197169.343750 Penalty: 3761.543213
	Iteration 18Q: 3 clusters Score -197169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -197176.078125 Penalty: 3761.543213
	Iteration 19Q: 3 clusters Score -197176.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -197179.890625 Penalty: 3761.543213
	Iteration 20F: 3 clusters Score -197179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -197181.781250 Penalty: 3761.543213
	Iteration 21Q: 3 clusters Score -197181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197183.718750 Penalty: 3761.543213
	Iteration 22Q: 3 clusters Score -197183.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197183.718750 Penalty: 3761.543213
	Iteration 23F: 3 clusters Score -197183.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (151816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151816 members 
Entering Unmasked Estep 
Score: -17571058.000000 Penalty: 2958.745361
	Iteration 0F: 2 clusters Score -1.757106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -17469566.000000 Penalty: 5917.490723
	Iteration 0F: 3 clusters Score -1.746957e+07 nChanged 72588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71975 members 
Mstep: Class 2 contains 79841 members 
Entering Unmasked Estep 
Score: -17511976.000000 Penalty: 5917.490723
	Iteration 1F: 3 clusters Score -1.751198e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 82013 members 
Entering Unmasked Estep 
Score: -17513118.000000 Penalty: 5917.490723
	Iteration 2Q: 3 clusters Score -1.751312e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 85409 members 
Entering Unmasked Estep 
Score: -17514996.000000 Penalty: 5917.490723
	Iteration 3Q: 3 clusters Score -1.7515e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 90458 members 
Entering Unmasked Estep 
Score: -17517730.000000 Penalty: 5917.490723
	Iteration 4Q: 3 clusters Score -1.751773e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 97818 members 
Entering Unmasked Estep 
Score: -17522486.000000 Penalty: 5917.490723
	Iteration 5F: 3 clusters Score -1.752249e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 107601 members 
Entering Unmasked Estep 
Score: -17530136.000000 Penalty: 5917.490723
	Iteration 6F: 3 clusters Score -1.753014e+07 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 119270 members 
Entering Unmasked Estep 
Score: -17540598.000000 Penalty: 5917.490723
	Iteration 7F: 3 clusters Score -1.75406e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 130719 members 
Entering Unmasked Estep 
Score: -17551112.000000 Penalty: 5917.490723
	Iteration 8F: 3 clusters Score -1.755111e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 139557 members 
Entering Unmasked Estep 
Score: -17559070.000000 Penalty: 5917.490723
	Iteration 9F: 3 clusters Score -1.755907e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 145193 members 
Entering Unmasked Estep 
Score: -17563916.000000 Penalty: 5917.490723
	Iteration 10Q: 3 clusters Score -1.756392e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 148245 members 
Entering Unmasked Estep 
Score: -17566274.000000 Penalty: 5917.490723
	Iteration 11Q: 3 clusters Score -1.756627e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 149699 members 
Entering Unmasked Estep 
Score: -17567350.000000 Penalty: 5917.490723
	Iteration 12Q: 3 clusters Score -1.756735e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 150400 members 
Entering Unmasked Estep 
Score: -17567874.000000 Penalty: 5917.490723
	Iteration 13Q: 3 clusters Score -1.756787e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 150735 members 
Entering Unmasked Estep 
Score: -17568146.000000 Penalty: 5917.490723
	Iteration 14Q: 3 clusters Score -1.756815e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 150910 members 
Entering Unmasked Estep 
Score: -17568300.000000 Penalty: 5917.490723
	Iteration 15Q: 3 clusters Score -1.75683e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 151019 members 
Entering Unmasked Estep 
Score: -17568424.000000 Penalty: 5917.490723
	Iteration 16Q: 3 clusters Score -1.756842e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 151082 members 
Entering Unmasked Estep 
Score: -17568488.000000 Penalty: 5917.490723
	Iteration 17Q: 3 clusters Score -1.756849e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 151111 members 
Entering Unmasked Estep 
Score: -17568526.000000 Penalty: 5917.490723
	Iteration 18Q: 3 clusters Score -1.756853e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 151133 members 
Entering Unmasked Estep 
Score: -17568540.000000 Penalty: 5917.490723
	Iteration 19Q: 3 clusters Score -1.756854e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 151146 members 
Entering Unmasked Estep 
Score: -17568562.000000 Penalty: 5917.490723
	Iteration 20F: 3 clusters Score -1.756856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 151158 members 
Entering Unmasked Estep 
Score: -17568562.000000 Penalty: 5917.490723
	Iteration 21Q: 3 clusters Score -1.756856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 151173 members 
Entering Unmasked Estep 
Score: -17568584.000000 Penalty: 5917.490723
	Iteration 22Q: 3 clusters Score -1.756858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 151187 members 
Entering Unmasked Estep 
Score: -17568598.000000 Penalty: 5917.490723
	Iteration 23Q: 3 clusters Score -1.75686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 151203 members 
Entering Unmasked Estep 
Score: -17568600.000000 Penalty: 5917.490723
	Iteration 24Q: 3 clusters Score -1.75686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 151214 members 
Entering Unmasked Estep 
Score: -17568630.000000 Penalty: 5917.490723
	Iteration 25Q: 3 clusters Score -1.756863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 151224 members 
Entering Unmasked Estep 
Score: -17568628.000000 Penalty: 5917.490723
	Iteration 26Q: 3 clusters Score -1.756863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 151236 members 
Entering Unmasked Estep 
Score: -17568642.000000 Penalty: 5917.490723
	Iteration 27Q: 3 clusters Score -1.756864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 151242 members 
Entering Unmasked Estep 
Score: -17568646.000000 Penalty: 5917.490723
	Iteration 28Q: 3 clusters Score -1.756865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 151245 members 
Entering Unmasked Estep 
Score: -17568660.000000 Penalty: 5917.490723
	Iteration 29Q: 3 clusters Score -1.756866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 151248 members 
Entering Unmasked Estep 
Score: -17568648.000000 Penalty: 5917.490723
	Iteration 30Q: 3 clusters Score -1.756865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 151248 members 
Entering Unmasked Estep 
Score: -17568654.000000 Penalty: 5917.490723
	Iteration 31Q: 3 clusters Score -1.756865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 151250 members 
Entering Unmasked Estep 
Score: -17568656.000000 Penalty: 5917.490723
	Iteration 32Q: 3 clusters Score -1.756866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 151252 members 
Entering Unmasked Estep 
Score: -17568664.000000 Penalty: 5917.490723
	Iteration 33Q: 3 clusters Score -1.756866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 151254 members 
Entering Unmasked Estep 
Score: -17568662.000000 Penalty: 5917.490723
	Iteration 34Q: 3 clusters Score -1.756866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 151257 members 
Entering Unmasked Estep 
Score: -17568666.000000 Penalty: 5917.490723
	Iteration 35Q: 3 clusters Score -1.756867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 151257 members 
Entering Unmasked Estep 
Score: -17568666.000000 Penalty: 5917.490723
	Iteration 36Q: 3 clusters Score -1.756867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 151261 members 
Entering Unmasked Estep 
Score: -17568660.000000 Penalty: 5917.490723
	Iteration 37Q: 3 clusters Score -1.756866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 151265 members 
Entering Unmasked Estep 
Score: -17568676.000000 Penalty: 5917.490723
	Iteration 38Q: 3 clusters Score -1.756868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 151266 members 
Entering Unmasked Estep 
Score: -17568674.000000 Penalty: 5917.490723
	Iteration 39Q: 3 clusters Score -1.756867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 151270 members 
Entering Unmasked Estep 
Score: -17568670.000000 Penalty: 5917.490723
	Iteration 40F: 3 clusters Score -1.756867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 151272 members 
Entering Unmasked Estep 
Score: -17568676.000000 Penalty: 5917.490723
	Iteration 41Q: 3 clusters Score -1.756868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 151273 members 
Entering Unmasked Estep 
Score: -17568674.000000 Penalty: 5917.490723
	Iteration 42Q: 3 clusters Score -1.756867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 151273 members 
Entering Unmasked Estep 
Score: -17568674.000000 Penalty: 5917.490723
	Iteration 43F: 3 clusters Score -1.756867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (115701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115701 members 
Entering Unmasked Estep 
Score: -13495950.000000 Penalty: 2891.373779
	Iteration 0F: 2 clusters Score -1.349595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -13418524.000000 Penalty: 5782.747559
	Iteration 0F: 3 clusters Score -1.341852e+07 nChanged 54987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -13449606.000000 Penalty: 5782.747559
	Iteration 1F: 3 clusters Score -1.344961e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -13450215.000000 Penalty: 5782.747559
	Iteration 2Q: 3 clusters Score -1.345022e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -13450934.000000 Penalty: 5782.747559
	Iteration 3Q: 3 clusters Score -1.345093e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -13451912.000000 Penalty: 5782.747559
	Iteration 4Q: 3 clusters Score -1.345191e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -13453238.000000 Penalty: 5782.747559
	Iteration 5Q: 3 clusters Score -1.345324e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -13455273.000000 Penalty: 5782.747559
	Iteration 6Q: 3 clusters Score -1.345527e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -13458364.000000 Penalty: 5782.747559
	Iteration 7F: 3 clusters Score -1.345836e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
Score: -13463201.000000 Penalty: 5782.747559
	Iteration 8F: 3 clusters Score -1.34632e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 88860 members 
Entering Unmasked Estep 
Score: -13469909.000000 Penalty: 5782.747559
	Iteration 9F: 3 clusters Score -1.346991e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -13477799.000000 Penalty: 5782.747559
	Iteration 10F: 3 clusters Score -1.34778e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 104771 members 
Entering Unmasked Estep 
Score: -13484794.000000 Penalty: 5782.747559
	Iteration 11F: 3 clusters Score -1.348479e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 109490 members 
Entering Unmasked Estep 
Score: -13489407.000000 Penalty: 5782.747559
	Iteration 12Q: 3 clusters Score -1.348941e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 112015 members 
Entering Unmasked Estep 
Score: -13491573.000000 Penalty: 5782.747559
	Iteration 13Q: 3 clusters Score -1.349157e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 113240 members 
Entering Unmasked Estep 
Score: -13492564.000000 Penalty: 5782.747559
	Iteration 14Q: 3 clusters Score -1.349256e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 113817 members 
Entering Unmasked Estep 
Score: -13493033.000000 Penalty: 5782.747559
	Iteration 15Q: 3 clusters Score -1.349303e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 114166 members 
Entering Unmasked Estep 
Score: -13493301.000000 Penalty: 5782.747559
	Iteration 16Q: 3 clusters Score -1.34933e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -13493517.000000 Penalty: 5782.747559
	Iteration 17Q: 3 clusters Score -1.349352e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 114510 members 
Entering Unmasked Estep 
Score: -13493585.000000 Penalty: 5782.747559
	Iteration 18Q: 3 clusters Score -1.349358e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 114584 members 
Entering Unmasked Estep 
Score: -13493651.000000 Penalty: 5782.747559
	Iteration 19Q: 3 clusters Score -1.349365e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 114623 members 
Entering Unmasked Estep 
Score: -13493680.000000 Penalty: 5782.747559
	Iteration 20F: 3 clusters Score -1.349368e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 114650 members 
Entering Unmasked Estep 
Score: -13493702.000000 Penalty: 5782.747559
	Iteration 21Q: 3 clusters Score -1.34937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 114672 members 
Entering Unmasked Estep 
Score: -13493730.000000 Penalty: 5782.747559
	Iteration 22Q: 3 clusters Score -1.349373e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 114686 members 
Entering Unmasked Estep 
Score: -13493750.000000 Penalty: 5782.747559
	Iteration 23Q: 3 clusters Score -1.349375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 114703 members 
Entering Unmasked Estep 
Score: -13493756.000000 Penalty: 5782.747559
	Iteration 24Q: 3 clusters Score -1.349376e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 114713 members 
Entering Unmasked Estep 
Score: -13493747.000000 Penalty: 5782.747559
	Iteration 25Q: 3 clusters Score -1.349375e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 114725 members 
Entering Unmasked Estep 
Score: -13493767.000000 Penalty: 5782.747559
	Iteration 26Q: 3 clusters Score -1.349377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 114737 members 
Entering Unmasked Estep 
Score: -13493780.000000 Penalty: 5782.747559
	Iteration 27Q: 3 clusters Score -1.349378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 114752 members 
Entering Unmasked Estep 
Score: -13493798.000000 Penalty: 5782.747559
	Iteration 28Q: 3 clusters Score -1.34938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 114760 members 
Entering Unmasked Estep 
Score: -13493792.000000 Penalty: 5782.747559
	Iteration 29Q: 3 clusters Score -1.349379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 114765 members 
Entering Unmasked Estep 
Score: -13493797.000000 Penalty: 5782.747559
	Iteration 30Q: 3 clusters Score -1.34938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -13493791.000000 Penalty: 5782.747559
	Iteration 31Q: 3 clusters Score -1.349379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -13493793.000000 Penalty: 5782.747559
	Iteration 32Q: 3 clusters Score -1.349379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 114771 members 
Entering Unmasked Estep 
Score: -13493798.000000 Penalty: 5782.747559
	Iteration 33Q: 3 clusters Score -1.34938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 114773 members 
Entering Unmasked Estep 
Score: -13493800.000000 Penalty: 5782.747559
	Iteration 34Q: 3 clusters Score -1.34938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 114773 members 
Entering Unmasked Estep 
Score: -13493800.000000 Penalty: 5782.747559
	Iteration 35F: 3 clusters Score -1.34938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -26650.943359 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -26650.94 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 162 members 
Entering Unmasked Estep 
Score: -25428.392578 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -25428.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25631.210938 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -25631.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25706.750000 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -25706.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25758.630859 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -25758.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25838.697266 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -25838.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25906.371094 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -25906.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25942.718750 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -25942.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25962.306641 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -25962.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25972.484375 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -25972.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25976.667969 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -25976.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25976.667969 Penalty: 2842.129395
	Iteration 10F: 3 clusters Score -25976.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -75248.125000 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -75248.12 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 354 members 
Entering Unmasked Estep 
Score: -73562.226562 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -73562.23 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73880.093750 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -73880.09 nChanged 52
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: -74030.367188 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -74030.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74116.203125 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -74116.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74170.398438 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -74170.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74210.015625 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -74210.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74237.476562 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -74237.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74277.289062 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -74277.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74408.132812 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -74408.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -74591.031250 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -74591.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -74648.992188 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -74648.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -74702.531250 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -74702.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74766.093750 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -74766.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74820.132812 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -74820.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74859.375000 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -74859.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74889.929688 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -74889.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74933.476562 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -74933.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74962.085938 Penalty: 3274.210205
	Iteration 17Q: 3 clusters Score -74962.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75006.898438 Penalty: 3274.210205
	Iteration 18Q: 3 clusters Score -75006.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75132.328125 Penalty: 3274.210205
	Iteration 19Q: 3 clusters Score -75132.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75171.734375 Penalty: 3274.210205
	Iteration 20F: 3 clusters Score -75171.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75192.054688 Penalty: 3274.210205
	Iteration 21Q: 3 clusters Score -75192.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75194.164062 Penalty: 3274.210205
	Iteration 22Q: 3 clusters Score -75194.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75196.265625 Penalty: 3274.210205
	Iteration 23Q: 3 clusters Score -75196.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75201.023438 Penalty: 3274.210205
	Iteration 24Q: 3 clusters Score -75201.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75203.062500 Penalty: 3274.210205
	Iteration 25Q: 3 clusters Score -75203.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75203.062500 Penalty: 3274.210205
	Iteration 26F: 3 clusters Score -75203.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -262252.906250 Penalty: 1915.443481
	Iteration 0F: 2 clusters Score -262252.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -259465.406250 Penalty: 3830.886963
	Iteration 0F: 3 clusters Score -259465.4 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -259956.312500 Penalty: 3830.886963
	Iteration 1F: 3 clusters Score -259956.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -260068.546875 Penalty: 3830.886963
	Iteration 2F: 3 clusters Score -260068.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -260140.781250 Penalty: 3830.886963
	Iteration 3Q: 3 clusters Score -260140.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -260186.125000 Penalty: 3830.886963
	Iteration 4Q: 3 clusters Score -260186.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -260206.062500 Penalty: 3830.886963
	Iteration 5Q: 3 clusters Score -260206.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -260228.875000 Penalty: 3830.886963
	Iteration 6Q: 3 clusters Score -260228.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -260253.843750 Penalty: 3830.886963
	Iteration 7Q: 3 clusters Score -260253.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -260264.687500 Penalty: 3830.886963
	Iteration 8Q: 3 clusters Score -260264.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -260271.656250 Penalty: 3830.886963
	Iteration 9Q: 3 clusters Score -260271.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -260276.437500 Penalty: 3830.886963
	Iteration 10Q: 3 clusters Score -260276.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -260280.859375 Penalty: 3830.886963
	Iteration 11Q: 3 clusters Score -260280.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -260288.375000 Penalty: 3830.886963
	Iteration 12Q: 3 clusters Score -260288.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -260296.796875 Penalty: 3830.886963
	Iteration 13Q: 3 clusters Score -260296.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -260300.421875 Penalty: 3830.886963
	Iteration 14Q: 3 clusters Score -260300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -260301.437500 Penalty: 3830.886963
	Iteration 15Q: 3 clusters Score -260301.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -260301.437500 Penalty: 3830.886963
	Iteration 16F: 3 clusters Score -260301.4 nChanged 0
--- Evaluating fit on full set of 2459808 points ---
Entering Unmasked Estep 
Score: -277048320.000000 Penalty: 83937.750000
21->24 Clusters: Score -277048320.000000, best is -277131136.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 819936 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 38965 members 
Mstep: Class 3 contains 38865 members 
Mstep: Class 4 contains 38955 members 
Mstep: Class 5 contains 39064 members 
Mstep: Class 6 contains 38760 members 
Mstep: Class 7 contains 39127 members 
Mstep: Class 8 contains 39256 members 
Mstep: Class 9 contains 39048 members 
Mstep: Class 10 contains 39128 members 
Mstep: Class 11 contains 38822 members 
Mstep: Class 12 contains 38823 members 
Mstep: Class 13 contains 38815 members 
Mstep: Class 14 contains 39125 members 
Mstep: Class 15 contains 39205 members 
Mstep: Class 16 contains 39194 members 
Mstep: Class 17 contains 39029 members 
Mstep: Class 18 contains 39200 members 
Mstep: Class 19 contains 39111 members 
Mstep: Class 20 contains 39259 members 
Mstep: Class 21 contains 38958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 97.364731 but Gain 3377.015625
Score: -87642096.000000 Penalty: 67540.226562
Iteration 0F: 21 clusters Score -8.76421e+07 nChanged 777309
Entering Unmasked Mstep 
Mstep: Class 0 contains 4002 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 104460 members 
Mstep: Class 3 contains 6629 members 
Mstep: Class 4 contains 19332 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 4359 members 
Mstep: Class 7 contains 43648 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 92210 members 
Mstep: Class 10 contains 43590 members 
Mstep: Class 11 contains 14008 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 15138 members 
Mstep: Class 15 contains 203412 members 
Mstep: Class 16 contains 20097 members 
Mstep: Class 17 contains 50651 members 
Mstep: Class 18 contains 6709 members 
Mstep: Class 19 contains 57425 members 
Mstep: Class 20 contains 55171 members 
Mstep: Class 21 contains 50667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1626.049194 but Gain 3377.007812
Score: -91400480.000000 Penalty: 64163.218750
Iteration 1F: 20 clusters Score -9.140048e+07 nChanged 274373
Entering Unmasked Mstep 
Mstep: Class 0 contains 3069 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 125404 members 
Mstep: Class 3 contains 3291 members 
Mstep: Class 4 contains 17820 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 4179 members 
Mstep: Class 9 contains 90473 members 
Mstep: Class 10 contains 36800 members 
Mstep: Class 11 contains 8608 members 
Mstep: Class 13 contains 17268 members 
Mstep: Class 15 contains 281101 members 
Mstep: Class 16 contains 19816 members 
Mstep: Class 17 contains 33533 members 
Mstep: Class 18 contains 3521 members 
Mstep: Class 19 contains 45286 members 
Mstep: Class 20 contains 47752 members 
Mstep: Class 21 contains 34803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1803.368164 but Gain 3377.011719
Score: -91933512.000000 Penalty: 60786.207031
Iteration 2F: 19 clusters Score -9.193351e+07 nChanged 183344
Entering Unmasked Mstep 
Mstep: Class 0 contains 1654 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 129728 members 
Mstep: Class 3 contains 2526 members 
Mstep: Class 4 contains 30853 members 
Mstep: Class 5 contains 2372 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 15943 members 
Mstep: Class 9 contains 76344 members 
Mstep: Class 10 contains 27135 members 
Mstep: Class 11 contains 5637 members 
Mstep: Class 13 contains 22931 members 
Mstep: Class 15 contains 332005 members 
Mstep: Class 16 contains 21986 members 
Mstep: Class 17 contains 23307 members 
Mstep: Class 18 contains 2432 members 
Mstep: Class 19 contains 34314 members 
Mstep: Class 20 contains 46177 members 
Mstep: Class 21 contains 25430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2313.681396 but Gain 3377.011719
Score: -92175560.000000 Penalty: 57409.195312
Iteration 3F: 18 clusters Score -9.217556e+07 nChanged 144162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1313 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 129542 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 44810 members 
Mstep: Class 5 contains 2433 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 9840 members 
Mstep: Class 9 contains 60249 members 
Mstep: Class 10 contains 19999 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 13 contains 25148 members 
Mstep: Class 15 contains 363611 members 
Mstep: Class 16 contains 24767 members 
Mstep: Class 17 contains 18243 members 
Mstep: Class 19 contains 24377 members 
Mstep: Class 20 contains 49489 members 
Mstep: Class 21 contains 21758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92219280.000000 Penalty: 57409.195312
Iteration 4F: 18 clusters Score -9.221928e+07 nChanged 102403
Entering Unmasked Mstep 
Mstep: Class 0 contains 1166 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 143103 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 53380 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 6715 members 
Mstep: Class 9 contains 51783 members 
Mstep: Class 10 contains 17759 members 
Mstep: Class 11 contains 3361 members 
Mstep: Class 13 contains 25673 members 
Mstep: Class 15 contains 355655 members 
Mstep: Class 16 contains 27659 members 
Mstep: Class 17 contains 15488 members 
Mstep: Class 19 contains 19181 members 
Mstep: Class 20 contains 56621 members 
Mstep: Class 21 contains 20618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92296424.000000 Penalty: 57409.195312
Iteration 5F: 18 clusters Score -9.229642e+07 nChanged 79240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1133 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 159133 members 
Mstep: Class 3 contains 2290 members 
Mstep: Class 4 contains 59120 members 
Mstep: Class 5 contains 2592 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 4748 members 
Mstep: Class 9 contains 45297 members 
Mstep: Class 10 contains 16983 members 
Mstep: Class 11 contains 3190 members 
Mstep: Class 13 contains 25392 members 
Mstep: Class 15 contains 343104 members 
Mstep: Class 16 contains 29342 members 
Mstep: Class 17 contains 12766 members 
Mstep: Class 19 contains 15583 members 
Mstep: Class 20 contains 64048 members 
Mstep: Class 21 contains 19261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92362968.000000 Penalty: 57409.195312
Iteration 6F: 18 clusters Score -9.236297e+07 nChanged 67243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1133 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 175258 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 63071 members 
Mstep: Class 5 contains 2591 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 7 contains 3410 members 
Mstep: Class 9 contains 40036 members 
Mstep: Class 10 contains 16576 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 13 contains 24787 members 
Mstep: Class 15 contains 331300 members 
Mstep: Class 16 contains 29770 members 
Mstep: Class 17 contains 10043 members 
Mstep: Class 19 contains 12638 members 
Mstep: Class 20 contains 71042 members 
Mstep: Class 21 contains 17598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2903.744629 but Gain 3377.011719
Score: -92417016.000000 Penalty: 54032.183594
Iteration 7F: 17 clusters Score -9.241702e+07 nChanged 60767
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 190397 members 
Mstep: Class 3 contains 2238 members 
Mstep: Class 4 contains 65868 members 
Mstep: Class 5 contains 2591 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 9 contains 36459 members 
Mstep: Class 10 contains 16592 members 
Mstep: Class 11 contains 3019 members 
Mstep: Class 13 contains 24221 members 
Mstep: Class 15 contains 321550 members 
Mstep: Class 16 contains 29214 members 
Mstep: Class 17 contains 7796 members 
Mstep: Class 19 contains 10270 members 
Mstep: Class 20 contains 77915 members 
Mstep: Class 21 contains 15693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92460000.000000 Penalty: 54032.183594
Iteration 8F: 17 clusters Score -9.246e+07 nChanged 49298
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 202274 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 67699 members 
Mstep: Class 5 contains 2591 members 
Mstep: Class 6 contains 727 members 
Mstep: Class 9 contains 33638 members 
Mstep: Class 10 contains 16594 members 
Mstep: Class 11 contains 2973 members 
Mstep: Class 13 contains 23709 members 
Mstep: Class 15 contains 312400 members 
Mstep: Class 16 contains 27937 members 
Mstep: Class 17 contains 6030 members 
Mstep: Class 19 contains 8584 members 
Mstep: Class 20 contains 83971 members 
Mstep: Class 21 contains 13583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92491896.000000 Penalty: 54032.183594
Iteration 9F: 17 clusters Score -9.24919e+07 nChanged 40022
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 210339 members 
Mstep: Class 3 contains 2223 members 
Mstep: Class 4 contains 68873 members 
Mstep: Class 5 contains 2591 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 9 contains 31615 members 
Mstep: Class 10 contains 16768 members 
Mstep: Class 11 contains 2955 members 
Mstep: Class 13 contains 23434 members 
Mstep: Class 15 contains 306246 members 
Mstep: Class 16 contains 26351 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 89530 members 
Mstep: Class 21 contains 11557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92512712.000000 Penalty: 54032.183594
Iteration 10Q: 17 clusters Score -9.251271e+07 nChanged 31697
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 215188 members 
Mstep: Class 3 contains 2214 members 
Mstep: Class 4 contains 69592 members 
Mstep: Class 5 contains 2592 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 9 contains 30079 members 
Mstep: Class 10 contains 17049 members 
Mstep: Class 11 contains 2976 members 
Mstep: Class 13 contains 23423 members 
Mstep: Class 15 contains 302047 members 
Mstep: Class 16 contains 24777 members 
Mstep: Class 17 contains 3624 members 
Mstep: Class 19 contains 6660 members 
Mstep: Class 20 contains 94816 members 
Mstep: Class 21 contains 9765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92526392.000000 Penalty: 54032.183594
Iteration 11Q: 17 clusters Score -9.252639e+07 nChanged 25620
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 218240 members 
Mstep: Class 3 contains 2206 members 
Mstep: Class 4 contains 70056 members 
Mstep: Class 5 contains 2592 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 9 contains 28851 members 
Mstep: Class 10 contains 17526 members 
Mstep: Class 11 contains 3023 members 
Mstep: Class 13 contains 23675 members 
Mstep: Class 15 contains 298519 members 
Mstep: Class 16 contains 23398 members 
Mstep: Class 17 contains 2805 members 
Mstep: Class 19 contains 6219 members 
Mstep: Class 20 contains 99665 members 
Mstep: Class 21 contains 8253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92536512.000000 Penalty: 54032.183594
Iteration 12Q: 17 clusters Score -9.253651e+07 nChanged 21035
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 219996 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 70291 members 
Mstep: Class 5 contains 2592 members 
Mstep: Class 6 contains 704 members 
Mstep: Class 9 contains 27607 members 
Mstep: Class 10 contains 18085 members 
Mstep: Class 11 contains 3077 members 
Mstep: Class 13 contains 24134 members 
Mstep: Class 15 contains 295650 members 
Mstep: Class 16 contains 22305 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 19 contains 6074 members 
Mstep: Class 20 contains 103994 members 
Mstep: Class 21 contains 6959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92543824.000000 Penalty: 54032.183594
Iteration 13Q: 17 clusters Score -9.254382e+07 nChanged 18209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 220723 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 70434 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 696 members 
Mstep: Class 9 contains 26570 members 
Mstep: Class 10 contains 18637 members 
Mstep: Class 11 contains 3131 members 
Mstep: Class 13 contains 24711 members 
Mstep: Class 15 contains 293230 members 
Mstep: Class 16 contains 21366 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 19 contains 6090 members 
Mstep: Class 20 contains 108099 members 
Mstep: Class 21 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92550840.000000 Penalty: 54032.183594
Iteration 14Q: 17 clusters Score -9.255084e+07 nChanged 16062
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 220903 members 
Mstep: Class 3 contains 2176 members 
Mstep: Class 4 contains 70423 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 694 members 
Mstep: Class 9 contains 25562 members 
Mstep: Class 10 contains 19223 members 
Mstep: Class 11 contains 3185 members 
Mstep: Class 13 contains 25280 members 
Mstep: Class 15 contains 291074 members 
Mstep: Class 16 contains 20490 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 19 contains 6271 members 
Mstep: Class 20 contains 112014 members 
Mstep: Class 21 contains 4829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92556320.000000 Penalty: 54032.183594
Iteration 15Q: 17 clusters Score -9.255632e+07 nChanged 14919
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 220679 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 70305 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 701 members 
Mstep: Class 9 contains 24519 members 
Mstep: Class 10 contains 19736 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 13 contains 25843 members 
Mstep: Class 15 contains 289322 members 
Mstep: Class 16 contains 19574 members 
Mstep: Class 17 contains 1245 members 
Mstep: Class 19 contains 6425 members 
Mstep: Class 20 contains 115930 members 
Mstep: Class 21 contains 4055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92561440.000000 Penalty: 54032.183594
Iteration 16Q: 17 clusters Score -9.256144e+07 nChanged 14144
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 220219 members 
Mstep: Class 3 contains 2156 members 
Mstep: Class 4 contains 70157 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 9 contains 23471 members 
Mstep: Class 10 contains 20168 members 
Mstep: Class 11 contains 3250 members 
Mstep: Class 13 contains 26435 members 
Mstep: Class 15 contains 287500 members 
Mstep: Class 16 contains 18765 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 19 contains 6627 members 
Mstep: Class 20 contains 119842 members 
Mstep: Class 21 contains 3416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3170.095459 but Gain 3377.011719
Score: -92566424.000000 Penalty: 50655.171875
Iteration 17Q: 16 clusters Score -9.256642e+07 nChanged 16628
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 219504 members 
Mstep: Class 3 contains 2153 members 
Mstep: Class 4 contains 69994 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 9 contains 22419 members 
Mstep: Class 10 contains 20544 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 13 contains 27041 members 
Mstep: Class 15 contains 286541 members 
Mstep: Class 16 contains 18249 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 19 contains 6832 members 
Mstep: Class 20 contains 125606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92573536.000000 Penalty: 50655.171875
Iteration 18Q: 16 clusters Score -9.257354e+07 nChanged 13533
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 218329 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 69782 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 715 members 
Mstep: Class 9 contains 21194 members 
Mstep: Class 10 contains 20890 members 
Mstep: Class 11 contains 3259 members 
Mstep: Class 13 contains 27675 members 
Mstep: Class 15 contains 283716 members 
Mstep: Class 16 contains 18003 members 
Mstep: Class 17 contains 848 members 
Mstep: Class 19 contains 7041 members 
Mstep: Class 20 contains 130214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92576592.000000 Penalty: 50655.171875
Iteration 19Q: 16 clusters Score -9.257659e+07 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 217088 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 69567 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 9 contains 19967 members 
Mstep: Class 10 contains 21209 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 13 contains 28318 members 
Mstep: Class 15 contains 280542 members 
Mstep: Class 16 contains 17867 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 19 contains 7189 members 
Mstep: Class 20 contains 135157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92579336.000000 Penalty: 50655.171875
Iteration 20F: 16 clusters Score -9.257934e+07 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 215911 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 69306 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 9 contains 18736 members 
Mstep: Class 10 contains 21470 members 
Mstep: Class 11 contains 3259 members 
Mstep: Class 13 contains 28965 members 
Mstep: Class 15 contains 277078 members 
Mstep: Class 16 contains 17783 members 
Mstep: Class 17 contains 715 members 
Mstep: Class 19 contains 7397 members 
Mstep: Class 20 contains 140317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92582320.000000 Penalty: 50655.171875
Iteration 21Q: 16 clusters Score -9.258232e+07 nChanged 13086
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 214875 members 
Mstep: Class 3 contains 2130 members 
Mstep: Class 4 contains 69119 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 9 contains 17580 members 
Mstep: Class 10 contains 21682 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 13 contains 29644 members 
Mstep: Class 15 contains 272892 members 
Mstep: Class 16 contains 17708 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 19 contains 7589 members 
Mstep: Class 20 contains 145926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92585144.000000 Penalty: 50655.171875
Iteration 22Q: 16 clusters Score -9.258514e+07 nChanged 13232
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 213977 members 
Mstep: Class 3 contains 2130 members 
Mstep: Class 4 contains 68970 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 727 members 
Mstep: Class 9 contains 16397 members 
Mstep: Class 10 contains 21906 members 
Mstep: Class 11 contains 3247 members 
Mstep: Class 13 contains 30391 members 
Mstep: Class 15 contains 268127 members 
Mstep: Class 16 contains 17627 members 
Mstep: Class 17 contains 666 members 
Mstep: Class 19 contains 7753 members 
Mstep: Class 20 contains 151872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92588040.000000 Penalty: 50655.171875
Iteration 23Q: 16 clusters Score -9.258804e+07 nChanged 13267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 212885 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 68804 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 9 contains 15232 members 
Mstep: Class 10 contains 22136 members 
Mstep: Class 11 contains 3241 members 
Mstep: Class 13 contains 31154 members 
Mstep: Class 15 contains 263176 members 
Mstep: Class 16 contains 17562 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 19 contains 7921 members 
Mstep: Class 20 contains 158131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92591344.000000 Penalty: 50655.171875
Iteration 24Q: 16 clusters Score -9.259134e+07 nChanged 13536
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 211798 members 
Mstep: Class 3 contains 2127 members 
Mstep: Class 4 contains 68590 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 9 contains 14116 members 
Mstep: Class 10 contains 22379 members 
Mstep: Class 11 contains 3231 members 
Mstep: Class 13 contains 31926 members 
Mstep: Class 15 contains 257788 members 
Mstep: Class 16 contains 17508 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 19 contains 8111 members 
Mstep: Class 20 contains 164760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92594376.000000 Penalty: 50655.171875
Iteration 25Q: 16 clusters Score -9.259438e+07 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 210553 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 68406 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 9 contains 13120 members 
Mstep: Class 10 contains 22651 members 
Mstep: Class 11 contains 3220 members 
Mstep: Class 13 contains 32684 members 
Mstep: Class 15 contains 252138 members 
Mstep: Class 16 contains 17437 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 171645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92597080.000000 Penalty: 50655.171875
Iteration 26Q: 16 clusters Score -9.259708e+07 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 209157 members 
Mstep: Class 3 contains 2125 members 
Mstep: Class 4 contains 68298 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 9 contains 12155 members 
Mstep: Class 10 contains 22895 members 
Mstep: Class 11 contains 3210 members 
Mstep: Class 13 contains 33482 members 
Mstep: Class 15 contains 246203 members 
Mstep: Class 16 contains 17367 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 19 contains 8497 members 
Mstep: Class 20 contains 178867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92600088.000000 Penalty: 50655.171875
Iteration 27Q: 16 clusters Score -9.260009e+07 nChanged 14158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 207521 members 
Mstep: Class 3 contains 2125 members 
Mstep: Class 4 contains 68203 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 727 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 23190 members 
Mstep: Class 11 contains 3203 members 
Mstep: Class 13 contains 34231 members 
Mstep: Class 15 contains 239951 members 
Mstep: Class 16 contains 17300 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 19 contains 8695 members 
Mstep: Class 20 contains 186554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92603976.000000 Penalty: 50655.171875
Iteration 28Q: 16 clusters Score -9.260398e+07 nChanged 14769
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 205664 members 
Mstep: Class 3 contains 2125 members 
Mstep: Class 4 contains 68080 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 9 contains 10368 members 
Mstep: Class 10 contains 23498 members 
Mstep: Class 11 contains 3194 members 
Mstep: Class 13 contains 34937 members 
Mstep: Class 15 contains 233434 members 
Mstep: Class 16 contains 17206 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 19 contains 8897 members 
Mstep: Class 20 contains 194800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92607656.000000 Penalty: 50655.171875
Iteration 29Q: 16 clusters Score -9.260766e+07 nChanged 15263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 203818 members 
Mstep: Class 3 contains 2125 members 
Mstep: Class 4 contains 67948 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 9 contains 9502 members 
Mstep: Class 10 contains 23857 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 13 contains 35674 members 
Mstep: Class 15 contains 226468 members 
Mstep: Class 16 contains 17102 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 9054 members 
Mstep: Class 20 contains 203431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92611504.000000 Penalty: 50655.171875
Iteration 30Q: 16 clusters Score -9.26115e+07 nChanged 15574
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 201874 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 67847 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 9 contains 8667 members 
Mstep: Class 10 contains 24297 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 13 contains 36396 members 
Mstep: Class 15 contains 219018 members 
Mstep: Class 16 contains 17004 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 19 contains 9170 members 
Mstep: Class 20 contains 212560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92615480.000000 Penalty: 50655.171875
Iteration 31Q: 16 clusters Score -9.261548e+07 nChanged 16255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 199883 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 67748 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 9 contains 7853 members 
Mstep: Class 10 contains 24793 members 
Mstep: Class 11 contains 3162 members 
Mstep: Class 13 contains 37118 members 
Mstep: Class 15 contains 211013 members 
Mstep: Class 16 contains 16898 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 19 contains 9219 members 
Mstep: Class 20 contains 222308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92619728.000000 Penalty: 50655.171875
Iteration 32Q: 16 clusters Score -9.261973e+07 nChanged 16168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 197750 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 67680 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 715 members 
Mstep: Class 9 contains 7155 members 
Mstep: Class 10 contains 25331 members 
Mstep: Class 11 contains 3151 members 
Mstep: Class 13 contains 37734 members 
Mstep: Class 15 contains 202775 members 
Mstep: Class 16 contains 16821 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 19 contains 9228 members 
Mstep: Class 20 contains 232342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92624352.000000 Penalty: 50655.171875
Iteration 33Q: 16 clusters Score -9.262435e+07 nChanged 16212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 195693 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 67545 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 9 contains 6489 members 
Mstep: Class 10 contains 25845 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 13 contains 38341 members 
Mstep: Class 15 contains 194356 members 
Mstep: Class 16 contains 16704 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 19 contains 9134 members 
Mstep: Class 20 contains 242684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92629264.000000 Penalty: 50655.171875
Iteration 34Q: 16 clusters Score -9.262926e+07 nChanged 16089
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 193622 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 67408 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 9 contains 5895 members 
Mstep: Class 10 contains 26328 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 13 contains 38937 members 
Mstep: Class 15 contains 185894 members 
Mstep: Class 16 contains 16561 members 
Mstep: Class 17 contains 574 members 
Mstep: Class 19 contains 8941 members 
Mstep: Class 20 contains 253203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92633704.000000 Penalty: 50655.171875
Iteration 35Q: 16 clusters Score -9.26337e+07 nChanged 15862
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 191414 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 67225 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 718 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 26822 members 
Mstep: Class 11 contains 3125 members 
Mstep: Class 13 contains 39456 members 
Mstep: Class 15 contains 177751 members 
Mstep: Class 16 contains 16408 members 
Mstep: Class 17 contains 575 members 
Mstep: Class 19 contains 8663 members 
Mstep: Class 20 contains 263708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92638264.000000 Penalty: 50655.171875
Iteration 36Q: 16 clusters Score -9.263826e+07 nChanged 15682
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 189096 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 67047 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 9 contains 4874 members 
Mstep: Class 10 contains 27335 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 13 contains 39909 members 
Mstep: Class 15 contains 169731 members 
Mstep: Class 16 contains 16271 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 274213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92643104.000000 Penalty: 50655.171875
Iteration 37Q: 16 clusters Score -9.26431e+07 nChanged 15177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 186809 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 66851 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 718 members 
Mstep: Class 9 contains 4447 members 
Mstep: Class 10 contains 27859 members 
Mstep: Class 11 contains 3104 members 
Mstep: Class 13 contains 40330 members 
Mstep: Class 15 contains 161955 members 
Mstep: Class 16 contains 16137 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 19 contains 7937 members 
Mstep: Class 20 contains 284446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92647096.000000 Penalty: 50655.171875
Iteration 38Q: 16 clusters Score -9.26471e+07 nChanged 14658
Entering ConstructFrom: 
Score: -92647096.000000 Penalty: 50655.171875
Entering ConstructFrom: 
Trying to split cluster 1 (12906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Entering Unmasked Estep 
Score: -1367555.125000 Penalty: 2347.430908
	Iteration 0F: 2 clusters Score -1367555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1358062.625000 Penalty: 4694.861816
	Iteration 0F: 3 clusters Score -1358063 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1361397.375000 Penalty: 4694.861816
	Iteration 1F: 3 clusters Score -1361397 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1363036.250000 Penalty: 4694.861816
	Iteration 2F: 3 clusters Score -1363036 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1365557.875000 Penalty: 4694.861816
	Iteration 3F: 3 clusters Score -1365558 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1367713.375000 Penalty: 4694.861816
	Iteration 4F: 3 clusters Score -1367713 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1369038.750000 Penalty: 4694.861816
	Iteration 5F: 3 clusters Score -1369039 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1369726.375000 Penalty: 4694.861816
	Iteration 6F: 3 clusters Score -1369726 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1370056.625000 Penalty: 4694.861816
	Iteration 7Q: 3 clusters Score -1370057 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1370226.625000 Penalty: 4694.861816
	Iteration 8Q: 3 clusters Score -1370227 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1370311.250000 Penalty: 4694.861816
	Iteration 9Q: 3 clusters Score -1370311 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1370352.500000 Penalty: 4694.861816
	Iteration 10Q: 3 clusters Score -1370352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1370378.625000 Penalty: 4694.861816
	Iteration 11Q: 3 clusters Score -1370379 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1370390.875000 Penalty: 4694.861816
	Iteration 12Q: 3 clusters Score -1370391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1370399.375000 Penalty: 4694.861816
	Iteration 13Q: 3 clusters Score -1370399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1370406.625000 Penalty: 4694.861816
	Iteration 14Q: 3 clusters Score -1370407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1370412.250000 Penalty: 4694.861816
	Iteration 15Q: 3 clusters Score -1370412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1370414.375000 Penalty: 4694.861816
	Iteration 16Q: 3 clusters Score -1370414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1370417.875000 Penalty: 4694.861816
	Iteration 17Q: 3 clusters Score -1370418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1370424.375000 Penalty: 4694.861816
	Iteration 18Q: 3 clusters Score -1370424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1370426.000000 Penalty: 4694.861816
	Iteration 19Q: 3 clusters Score -1370426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1370429.000000 Penalty: 4694.861816
	Iteration 20F: 3 clusters Score -1370429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1370429.125000 Penalty: 4694.861816
	Iteration 21Q: 3 clusters Score -1370429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1370427.500000 Penalty: 4694.861816
	Iteration 22Q: 3 clusters Score -1370428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1370428.875000 Penalty: 4694.861816
	Iteration 23Q: 3 clusters Score -1370429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1370428.125000 Penalty: 4694.861816
	Iteration 24Q: 3 clusters Score -1370428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1370428.750000 Penalty: 4694.861816
	Iteration 25Q: 3 clusters Score -1370429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1370428.750000 Penalty: 4694.861816
	Iteration 26F: 3 clusters Score -1370429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 184640 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 66613 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 9 contains 4083 members 
Mstep: Class 10 contains 28388 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 13 contains 40777 members 
Mstep: Class 15 contains 154818 members 
Mstep: Class 16 contains 16007 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 293937 members 
Entering Unmasked Estep 
Score: -92649384.000000 Penalty: 54032.183594
Splitting cluster 1 changes total score from -92647096.000000 to -92649384.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (184640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184640 members 
Entering Unmasked Estep 
Score: -21412106.000000 Penalty: 3007.288574
	Iteration 0F: 2 clusters Score -2.141211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92539 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -21293016.000000 Penalty: 6014.577148
	Iteration 0F: 3 clusters Score -2.129302e+07 nChanged 88402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95973 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -21344554.000000 Penalty: 6014.577148
	Iteration 1F: 3 clusters Score -2.134455e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98209 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -21345928.000000 Penalty: 6014.577148
	Iteration 2Q: 3 clusters Score -2.134593e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101823 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -21347986.000000 Penalty: 6014.577148
	Iteration 3Q: 3 clusters Score -2.134799e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107288 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -21351460.000000 Penalty: 6014.577148
	Iteration 4Q: 3 clusters Score -2.135146e+07 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115420 members 
Mstep: Class 2 contains 69220 members 
Entering Unmasked Estep 
Score: -21357346.000000 Penalty: 6014.577148
	Iteration 5F: 3 clusters Score -2.135735e+07 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127097 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -21367116.000000 Penalty: 6014.577148
	Iteration 6F: 3 clusters Score -2.136712e+07 nChanged 15525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141118 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -21380386.000000 Penalty: 6014.577148
	Iteration 7F: 3 clusters Score -2.138039e+07 nChanged 14341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -21393832.000000 Penalty: 6014.577148
	Iteration 8F: 3 clusters Score -2.139383e+07 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164376 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -21403294.000000 Penalty: 6014.577148
	Iteration 9F: 3 clusters Score -2.140329e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169785 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -21408394.000000 Penalty: 6014.577148
	Iteration 10Q: 3 clusters Score -2.140839e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172723 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -21411202.000000 Penalty: 6014.577148
	Iteration 11Q: 3 clusters Score -2.14112e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174478 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -21412676.000000 Penalty: 6014.577148
	Iteration 12Q: 3 clusters Score -2.141268e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175611 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -21413614.000000 Penalty: 6014.577148
	Iteration 13Q: 3 clusters Score -2.141361e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176376 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -21414180.000000 Penalty: 6014.577148
	Iteration 14Q: 3 clusters Score -2.141418e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176919 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -21414576.000000 Penalty: 6014.577148
	Iteration 15Q: 3 clusters Score -2.141458e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177321 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -21414732.000000 Penalty: 6014.577148
	Iteration 16Q: 3 clusters Score -2.141473e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177574 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -21414834.000000 Penalty: 6014.577148
	Iteration 17Q: 3 clusters Score -2.141483e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177745 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -21414952.000000 Penalty: 6014.577148
	Iteration 18Q: 3 clusters Score -2.141495e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177871 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -21415006.000000 Penalty: 6014.577148
	Iteration 19Q: 3 clusters Score -2.141501e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177968 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -21414990.000000 Penalty: 6014.577148
	Iteration 20F: 3 clusters Score -2.141499e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178043 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -21414992.000000 Penalty: 6014.577148
	Iteration 21Q: 3 clusters Score -2.141499e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178108 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -21414972.000000 Penalty: 6014.577148
	Iteration 22Q: 3 clusters Score -2.141497e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178165 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -21414990.000000 Penalty: 6014.577148
	Iteration 23Q: 3 clusters Score -2.141499e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178200 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -21415006.000000 Penalty: 6014.577148
	Iteration 24Q: 3 clusters Score -2.141501e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178225 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -21414960.000000 Penalty: 6014.577148
	Iteration 25Q: 3 clusters Score -2.141496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178242 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -21414984.000000 Penalty: 6014.577148
	Iteration 26Q: 3 clusters Score -2.141498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178255 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -21415008.000000 Penalty: 6014.577148
	Iteration 27Q: 3 clusters Score -2.141501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178264 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -21415002.000000 Penalty: 6014.577148
	Iteration 28Q: 3 clusters Score -2.1415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178270 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -21415002.000000 Penalty: 6014.577148
	Iteration 29Q: 3 clusters Score -2.1415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178277 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -21415010.000000 Penalty: 6014.577148
	Iteration 30Q: 3 clusters Score -2.141501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178285 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -21415008.000000 Penalty: 6014.577148
	Iteration 31Q: 3 clusters Score -2.141501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178289 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -21414994.000000 Penalty: 6014.577148
	Iteration 32Q: 3 clusters Score -2.141499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178298 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -21414992.000000 Penalty: 6014.577148
	Iteration 33Q: 3 clusters Score -2.141499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178304 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -21414990.000000 Penalty: 6014.577148
	Iteration 34Q: 3 clusters Score -2.141499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178314 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -21414978.000000 Penalty: 6014.577148
	Iteration 35Q: 3 clusters Score -2.141498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178325 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -21414986.000000 Penalty: 6014.577148
	Iteration 36Q: 3 clusters Score -2.141499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178331 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -21414972.000000 Penalty: 6014.577148
	Iteration 37Q: 3 clusters Score -2.141497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178336 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -21414980.000000 Penalty: 6014.577148
	Iteration 38Q: 3 clusters Score -2.141498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178339 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -21414974.000000 Penalty: 6014.577148
	Iteration 39Q: 3 clusters Score -2.141497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178339 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -21414966.000000 Penalty: 6014.577148
	Iteration 40F: 3 clusters Score -2.141497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178341 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -21414974.000000 Penalty: 6014.577148
	Iteration 41Q: 3 clusters Score -2.141497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178342 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -21414978.000000 Penalty: 6014.577148
	Iteration 42Q: 3 clusters Score -2.141498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178345 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -21414970.000000 Penalty: 6014.577148
	Iteration 43Q: 3 clusters Score -2.141497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178346 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -21414976.000000 Penalty: 6014.577148
	Iteration 44Q: 3 clusters Score -2.141498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178346 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -21414976.000000 Penalty: 6014.577148
	Iteration 45F: 3 clusters Score -2.141498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 178346 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 66613 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 4083 members 
Mstep: Class 10 contains 28388 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 13 contains 40777 members 
Mstep: Class 15 contains 154818 members 
Mstep: Class 16 contains 16007 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 293937 members 
Entering Unmasked Estep 
Score: -92651384.000000 Penalty: 57409.195312
Splitting cluster 2 changes total score from -92647096.000000 to -92651384.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (2117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Entering Unmasked Estep 
Score: -232713.328125 Penalty: 1899.123291
	Iteration 0F: 2 clusters Score -232713.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -230100.750000 Penalty: 3798.246582
	Iteration 0F: 3 clusters Score -230100.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -230887.406250 Penalty: 3798.246582
	Iteration 1F: 3 clusters Score -230887.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -231351.984375 Penalty: 3798.246582
	Iteration 2F: 3 clusters Score -231352 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -232279.015625 Penalty: 3798.246582
	Iteration 3F: 3 clusters Score -232279 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -233458.796875 Penalty: 3798.246582
	Iteration 4F: 3 clusters Score -233458.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -234577.328125 Penalty: 3798.246582
	Iteration 5F: 3 clusters Score -234577.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -235364.031250 Penalty: 3798.246582
	Iteration 6F: 3 clusters Score -235364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -235773.953125 Penalty: 3798.246582
	Iteration 7Q: 3 clusters Score -235774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -235844.312500 Penalty: 3798.246582
	Iteration 8Q: 3 clusters Score -235844.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -235856.500000 Penalty: 3798.246582
	Iteration 9Q: 3 clusters Score -235856.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -235861.578125 Penalty: 3798.246582
	Iteration 10Q: 3 clusters Score -235861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -235865.218750 Penalty: 3798.246582
	Iteration 11Q: 3 clusters Score -235865.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -235865.218750 Penalty: 3798.246582
	Iteration 12F: 3 clusters Score -235865.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 178346 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 66613 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 4083 members 
Mstep: Class 10 contains 28388 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 12 contains 507 members 
Mstep: Class 13 contains 40777 members 
Mstep: Class 15 contains 154818 members 
Mstep: Class 16 contains 16007 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 293937 members 
Entering Unmasked Estep 
Score: -92652968.000000 Penalty: 60786.207031
Splitting cluster 3 changes total score from -92647096.000000 to -92652968.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 4 (66613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Entering Unmasked Estep 
Score: -7716526.500000 Penalty: 2754.450439
	Iteration 0F: 2 clusters Score -7716526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -7671824.500000 Penalty: 5508.900879
	Iteration 0F: 3 clusters Score -7671824 nChanged 31099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -7688930.000000 Penalty: 5508.900879
	Iteration 1F: 3 clusters Score -7688930 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -7689580.000000 Penalty: 5508.900879
	Iteration 2Q: 3 clusters Score -7689580 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -7690365.500000 Penalty: 5508.900879
	Iteration 3Q: 3 clusters Score -7690366 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -7691282.000000 Penalty: 5508.900879
	Iteration 4Q: 3 clusters Score -7691282 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -7692593.000000 Penalty: 5508.900879
	Iteration 5Q: 3 clusters Score -7692593 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -7694358.500000 Penalty: 5508.900879
	Iteration 6F: 3 clusters Score -7694358 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -7696724.000000 Penalty: 5508.900879
	Iteration 7F: 3 clusters Score -7696724 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -7699539.000000 Penalty: 5508.900879
	Iteration 8F: 3 clusters Score -7699539 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -7702579.500000 Penalty: 5508.900879
	Iteration 9F: 3 clusters Score -7702580 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -7705660.000000 Penalty: 5508.900879
	Iteration 10F: 3 clusters Score -7705660 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -7708196.000000 Penalty: 5508.900879
	Iteration 11F: 3 clusters Score -7708196 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -7710311.000000 Penalty: 5508.900879
	Iteration 12Q: 3 clusters Score -7710311 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -7711847.000000 Penalty: 5508.900879
	Iteration 13Q: 3 clusters Score -7711847 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -7712873.500000 Penalty: 5508.900879
	Iteration 14Q: 3 clusters Score -7712874 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7713429.000000 Penalty: 5508.900879
	Iteration 15Q: 3 clusters Score -7713429 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7713702.500000 Penalty: 5508.900879
	Iteration 16Q: 3 clusters Score -7713702 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7713872.500000 Penalty: 5508.900879
	Iteration 17Q: 3 clusters Score -7713872 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7713992.000000 Penalty: 5508.900879
	Iteration 18Q: 3 clusters Score -7713992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7714051.000000 Penalty: 5508.900879
	Iteration 19Q: 3 clusters Score -7714051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7714089.500000 Penalty: 5508.900879
	Iteration 20F: 3 clusters Score -7714090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7714114.500000 Penalty: 5508.900879
	Iteration 21Q: 3 clusters Score -7714114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7714118.500000 Penalty: 5508.900879
	Iteration 22Q: 3 clusters Score -7714118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66182 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7714138.000000 Penalty: 5508.900879
	Iteration 23Q: 3 clusters Score -7714138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7714143.000000 Penalty: 5508.900879
	Iteration 24Q: 3 clusters Score -7714143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7714139.000000 Penalty: 5508.900879
	Iteration 25Q: 3 clusters Score -7714139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7714153.000000 Penalty: 5508.900879
	Iteration 26Q: 3 clusters Score -7714153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7714158.000000 Penalty: 5508.900879
	Iteration 27Q: 3 clusters Score -7714158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7714161.000000 Penalty: 5508.900879
	Iteration 28Q: 3 clusters Score -7714161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7714162.500000 Penalty: 5508.900879
	Iteration 29Q: 3 clusters Score -7714162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7714169.000000 Penalty: 5508.900879
	Iteration 30Q: 3 clusters Score -7714169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7714171.500000 Penalty: 5508.900879
	Iteration 31Q: 3 clusters Score -7714172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7714169.000000 Penalty: 5508.900879
	Iteration 32Q: 3 clusters Score -7714169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7714169.000000 Penalty: 5508.900879
	Iteration 33F: 3 clusters Score -7714169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -241183.375000 Penalty: 1949.421631
	Iteration 0F: 2 clusters Score -241183.4 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 1343 members 
Entering Unmasked Estep 
Score: -238372.906250 Penalty: 3898.843262
	Iteration 0F: 3 clusters Score -238372.9 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -240196.062500 Penalty: 3898.843262
	Iteration 1F: 3 clusters Score -240196.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -241558.921875 Penalty: 3898.843262
	Iteration 2F: 3 clusters Score -241558.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -242871.156250 Penalty: 3898.843262
	Iteration 3F: 3 clusters Score -242871.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -244123.781250 Penalty: 3898.843262
	Iteration 4F: 3 clusters Score -244123.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -245008.390625 Penalty: 3898.843262
	Iteration 5Q: 3 clusters Score -245008.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -245381.562500 Penalty: 3898.843262
	Iteration 6Q: 3 clusters Score -245381.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -245612.125000 Penalty: 3898.843262
	Iteration 7Q: 3 clusters Score -245612.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -245719.250000 Penalty: 3898.843262
	Iteration 8Q: 3 clusters Score -245719.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -245739.437500 Penalty: 3898.843262
	Iteration 9Q: 3 clusters Score -245739.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -245743.312500 Penalty: 3898.843262
	Iteration 10Q: 3 clusters Score -245743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -245744.296875 Penalty: 3898.843262
	Iteration 11Q: 3 clusters Score -245744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -245746.750000 Penalty: 3898.843262
	Iteration 12Q: 3 clusters Score -245746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -245748.625000 Penalty: 3898.843262
	Iteration 13Q: 3 clusters Score -245748.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -245751.328125 Penalty: 3898.843262
	Iteration 14Q: 3 clusters Score -245751.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -245753.218750 Penalty: 3898.843262
	Iteration 15Q: 3 clusters Score -245753.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -245755.781250 Penalty: 3898.843262
	Iteration 16Q: 3 clusters Score -245755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -245756.640625 Penalty: 3898.843262
	Iteration 17Q: 3 clusters Score -245756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -245760.312500 Penalty: 3898.843262
	Iteration 18Q: 3 clusters Score -245760.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -245769.343750 Penalty: 3898.843262
	Iteration 19Q: 3 clusters Score -245769.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -245786.796875 Penalty: 3898.843262
	Iteration 20F: 3 clusters Score -245786.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -245824.093750 Penalty: 3898.843262
	Iteration 21Q: 3 clusters Score -245824.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -245865.343750 Penalty: 3898.843262
	Iteration 22Q: 3 clusters Score -245865.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -245896.500000 Penalty: 3898.843262
	Iteration 23Q: 3 clusters Score -245896.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -245927.921875 Penalty: 3898.843262
	Iteration 24Q: 3 clusters Score -245927.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -245972.421875 Penalty: 3898.843262
	Iteration 25Q: 3 clusters Score -245972.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -246028.656250 Penalty: 3898.843262
	Iteration 26Q: 3 clusters Score -246028.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -246063.875000 Penalty: 3898.843262
	Iteration 27Q: 3 clusters Score -246063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -246080.875000 Penalty: 3898.843262
	Iteration 28Q: 3 clusters Score -246080.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -246092.484375 Penalty: 3898.843262
	Iteration 29Q: 3 clusters Score -246092.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -246103.500000 Penalty: 3898.843262
	Iteration 30Q: 3 clusters Score -246103.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -246110.765625 Penalty: 3898.843262
	Iteration 31Q: 3 clusters Score -246110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -246113.500000 Penalty: 3898.843262
	Iteration 32Q: 3 clusters Score -246113.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -246114.515625 Penalty: 3898.843262
	Iteration 33Q: 3 clusters Score -246114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -246154.265625 Penalty: 3898.843262
	Iteration 34F: 3 clusters Score -246154.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -246395.781250 Penalty: 3898.843262
	Iteration 35Q: 3 clusters Score -246395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -246495.671875 Penalty: 3898.843262
	Iteration 36Q: 3 clusters Score -246495.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -246516.250000 Penalty: 3898.843262
	Iteration 37Q: 3 clusters Score -246516.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -246543.640625 Penalty: 3898.843262
	Iteration 38Q: 3 clusters Score -246543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -246550.734375 Penalty: 3898.843262
	Iteration 39Q: 3 clusters Score -246550.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -246563.078125 Penalty: 3898.843262
	Iteration 40F: 3 clusters Score -246563.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -246620.140625 Penalty: 3898.843262
	Iteration 41Q: 3 clusters Score -246620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -246732.484375 Penalty: 3898.843262
	Iteration 42Q: 3 clusters Score -246732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -246953.156250 Penalty: 3898.843262
	Iteration 43Q: 3 clusters Score -246953.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -247323.156250 Penalty: 3898.843262
	Iteration 44Q: 3 clusters Score -247323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -247402.515625 Penalty: 3898.843262
	Iteration 45Q: 3 clusters Score -247402.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -247402.515625 Penalty: 3898.843262
	Iteration 46F: 3 clusters Score -247402.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 178346 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 66613 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 4083 members 
Mstep: Class 10 contains 28388 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 12 contains 507 members 
Mstep: Class 13 contains 40777 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 154818 members 
Mstep: Class 16 contains 16007 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 293937 members 
Entering Unmasked Estep 
Score: -92657752.000000 Penalty: 64163.218750
Splitting cluster 5 changes total score from -92647096.000000 to -92657752.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -73830.492188 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -73830.49 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 356 members 
Entering Unmasked Estep 
Score: -72165.507812 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -72165.51 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72446.554688 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -72446.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72575.695312 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -72575.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72655.632812 Penalty: 3263.996826
	Iteration 3Q: 3 clusters Score -72655.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72741.453125 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -72741.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72869.531250 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -72869.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73003.992188 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -73003.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73117.960938 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -73117.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73209.851562 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -73209.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73318.718750 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -73318.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73378.078125 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -73378.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73399.187500 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -73399.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73406.726562 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -73406.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73410.632812 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -73410.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73410.632812 Penalty: 3263.996826
	Iteration 14F: 3 clusters Score -73410.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Entering Unmasked Estep 
Score: -478673.375000 Penalty: 2062.017822
	Iteration 0F: 2 clusters Score -478673.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -474703.406250 Penalty: 4124.035645
	Iteration 0F: 3 clusters Score -474703.4 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -475533.250000 Penalty: 4124.035645
	Iteration 1F: 3 clusters Score -475533.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -475705.187500 Penalty: 4124.035645
	Iteration 2F: 3 clusters Score -475705.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -475822.375000 Penalty: 4124.035645
	Iteration 3Q: 3 clusters Score -475822.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -475893.000000 Penalty: 4124.035645
	Iteration 4Q: 3 clusters Score -475893 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -475946.468750 Penalty: 4124.035645
	Iteration 5Q: 3 clusters Score -475946.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -475984.593750 Penalty: 4124.035645
	Iteration 6Q: 3 clusters Score -475984.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -476011.843750 Penalty: 4124.035645
	Iteration 7Q: 3 clusters Score -476011.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -476035.375000 Penalty: 4124.035645
	Iteration 8Q: 3 clusters Score -476035.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -476049.031250 Penalty: 4124.035645
	Iteration 9Q: 3 clusters Score -476049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -476062.156250 Penalty: 4124.035645
	Iteration 10Q: 3 clusters Score -476062.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -476070.937500 Penalty: 4124.035645
	Iteration 11Q: 3 clusters Score -476070.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -476077.156250 Penalty: 4124.035645
	Iteration 12Q: 3 clusters Score -476077.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -476087.437500 Penalty: 4124.035645
	Iteration 13Q: 3 clusters Score -476087.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -476097.062500 Penalty: 4124.035645
	Iteration 14Q: 3 clusters Score -476097.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -476106.812500 Penalty: 4124.035645
	Iteration 15Q: 3 clusters Score -476106.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -476112.031250 Penalty: 4124.035645
	Iteration 16Q: 3 clusters Score -476112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -476117.750000 Penalty: 4124.035645
	Iteration 17Q: 3 clusters Score -476117.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -476125.375000 Penalty: 4124.035645
	Iteration 18Q: 3 clusters Score -476125.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -476132.437500 Penalty: 4124.035645
	Iteration 19Q: 3 clusters Score -476132.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -476137.906250 Penalty: 4124.035645
	Iteration 20F: 3 clusters Score -476137.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -476142.718750 Penalty: 4124.035645
	Iteration 21Q: 3 clusters Score -476142.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -476145.656250 Penalty: 4124.035645
	Iteration 22Q: 3 clusters Score -476145.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -476149.531250 Penalty: 4124.035645
	Iteration 23Q: 3 clusters Score -476149.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -476153.812500 Penalty: 4124.035645
	Iteration 24Q: 3 clusters Score -476153.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -476158.375000 Penalty: 4124.035645
	Iteration 25Q: 3 clusters Score -476158.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -476162.593750 Penalty: 4124.035645
	Iteration 26Q: 3 clusters Score -476162.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -476163.906250 Penalty: 4124.035645
	Iteration 27Q: 3 clusters Score -476163.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -476166.625000 Penalty: 4124.035645
	Iteration 28Q: 3 clusters Score -476166.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -476168.093750 Penalty: 4124.035645
	Iteration 29Q: 3 clusters Score -476168.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -476170.968750 Penalty: 4124.035645
	Iteration 30Q: 3 clusters Score -476171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -476172.375000 Penalty: 4124.035645
	Iteration 31Q: 3 clusters Score -476172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -476172.750000 Penalty: 4124.035645
	Iteration 32Q: 3 clusters Score -476172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -476172.937500 Penalty: 4124.035645
	Iteration 33Q: 3 clusters Score -476172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -476173.500000 Penalty: 4124.035645
	Iteration 34Q: 3 clusters Score -476173.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -476174.593750 Penalty: 4124.035645
	Iteration 35Q: 3 clusters Score -476174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -476176.343750 Penalty: 4124.035645
	Iteration 36Q: 3 clusters Score -476176.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -476177.750000 Penalty: 4124.035645
	Iteration 37Q: 3 clusters Score -476177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -476178.062500 Penalty: 4124.035645
	Iteration 38Q: 3 clusters Score -476178.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -476178.437500 Penalty: 4124.035645
	Iteration 39Q: 3 clusters Score -476178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -476180.187500 Penalty: 4124.035645
	Iteration 40F: 3 clusters Score -476180.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Entering Unmasked Estep 
Score: -3324629.750000 Penalty: 2542.923096
	Iteration 0F: 2 clusters Score -3324630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3305093.750000 Penalty: 5085.846191
	Iteration 0F: 3 clusters Score -3305094 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3311979.750000 Penalty: 5085.846191
	Iteration 1F: 3 clusters Score -3311980 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3312414.750000 Penalty: 5085.846191
	Iteration 2Q: 3 clusters Score -3312415 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3312778.000000 Penalty: 5085.846191
	Iteration 3Q: 3 clusters Score -3312778 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3313121.250000 Penalty: 5085.846191
	Iteration 4Q: 3 clusters Score -3313121 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3313496.750000 Penalty: 5085.846191
	Iteration 5Q: 3 clusters Score -3313497 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3313958.250000 Penalty: 5085.846191
	Iteration 6Q: 3 clusters Score -3313958 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -3314579.750000 Penalty: 5085.846191
	Iteration 7Q: 3 clusters Score -3314580 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3315459.500000 Penalty: 5085.846191
	Iteration 8F: 3 clusters Score -3315460 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3316738.250000 Penalty: 5085.846191
	Iteration 9F: 3 clusters Score -3316738 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -3318373.500000 Penalty: 5085.846191
	Iteration 10F: 3 clusters Score -3318374 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3320087.750000 Penalty: 5085.846191
	Iteration 11F: 3 clusters Score -3320088 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3321375.250000 Penalty: 5085.846191
	Iteration 12F: 3 clusters Score -3321375 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -3322225.750000 Penalty: 5085.846191
	Iteration 13Q: 3 clusters Score -3322226 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3322824.250000 Penalty: 5085.846191
	Iteration 14Q: 3 clusters Score -3322824 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -3323180.000000 Penalty: 5085.846191
	Iteration 15Q: 3 clusters Score -3323180 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3323370.500000 Penalty: 5085.846191
	Iteration 16Q: 3 clusters Score -3323370 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3323462.250000 Penalty: 5085.846191
	Iteration 17Q: 3 clusters Score -3323462 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3323539.500000 Penalty: 5085.846191
	Iteration 18Q: 3 clusters Score -3323540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3323585.750000 Penalty: 5085.846191
	Iteration 19Q: 3 clusters Score -3323586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3323615.000000 Penalty: 5085.846191
	Iteration 20F: 3 clusters Score -3323615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -3323637.500000 Penalty: 5085.846191
	Iteration 21Q: 3 clusters Score -3323638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -3323655.500000 Penalty: 5085.846191
	Iteration 22Q: 3 clusters Score -3323656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -3323663.750000 Penalty: 5085.846191
	Iteration 23Q: 3 clusters Score -3323664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3323674.000000 Penalty: 5085.846191
	Iteration 24Q: 3 clusters Score -3323674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3323675.000000 Penalty: 5085.846191
	Iteration 25Q: 3 clusters Score -3323675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3323683.750000 Penalty: 5085.846191
	Iteration 26Q: 3 clusters Score -3323684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3323683.750000 Penalty: 5085.846191
	Iteration 27F: 3 clusters Score -3323684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Entering Unmasked Estep 
Score: -356105.031250 Penalty: 1992.989990
	Iteration 0F: 2 clusters Score -356105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -352771.281250 Penalty: 3985.979980
	Iteration 0F: 3 clusters Score -352771.3 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -353615.250000 Penalty: 3985.979980
	Iteration 1F: 3 clusters Score -353615.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -353966.218750 Penalty: 3985.979980
	Iteration 2F: 3 clusters Score -353966.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -354295.343750 Penalty: 3985.979980
	Iteration 3F: 3 clusters Score -354295.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -354530.937500 Penalty: 3985.979980
	Iteration 4F: 3 clusters Score -354530.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -354721.343750 Penalty: 3985.979980
	Iteration 5F: 3 clusters Score -354721.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -354879.250000 Penalty: 3985.979980
	Iteration 6Q: 3 clusters Score -354879.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -355033.093750 Penalty: 3985.979980
	Iteration 7Q: 3 clusters Score -355033.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -355175.000000 Penalty: 3985.979980
	Iteration 8Q: 3 clusters Score -355175 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -355294.250000 Penalty: 3985.979980
	Iteration 9Q: 3 clusters Score -355294.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -355409.687500 Penalty: 3985.979980
	Iteration 10Q: 3 clusters Score -355409.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -355520.125000 Penalty: 3985.979980
	Iteration 11Q: 3 clusters Score -355520.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -355592.062500 Penalty: 3985.979980
	Iteration 12Q: 3 clusters Score -355592.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -355643.906250 Penalty: 3985.979980
	Iteration 13Q: 3 clusters Score -355643.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -355681.156250 Penalty: 3985.979980
	Iteration 14Q: 3 clusters Score -355681.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -355697.000000 Penalty: 3985.979980
	Iteration 15Q: 3 clusters Score -355697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -355704.562500 Penalty: 3985.979980
	Iteration 16Q: 3 clusters Score -355704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -355706.750000 Penalty: 3985.979980
	Iteration 17Q: 3 clusters Score -355706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -355706.875000 Penalty: 3985.979980
	Iteration 18Q: 3 clusters Score -355706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -355707.468750 Penalty: 3985.979980
	Iteration 19Q: 3 clusters Score -355707.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -355707.468750 Penalty: 3985.979980
	Iteration 20F: 3 clusters Score -355707.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Entering Unmasked Estep 
Score: -4559955.000000 Penalty: 2632.736572
	Iteration 0F: 2 clusters Score -4559955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4532436.500000 Penalty: 5265.473145
	Iteration 0F: 3 clusters Score -4532436 nChanged 18542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -4542814.500000 Penalty: 5265.473145
	Iteration 1F: 3 clusters Score -4542814 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4543894.500000 Penalty: 5265.473145
	Iteration 2F: 3 clusters Score -4543894 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -4546370.500000 Penalty: 5265.473145
	Iteration 3F: 3 clusters Score -4546370 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -4550583.500000 Penalty: 5265.473145
	Iteration 4F: 3 clusters Score -4550584 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -4555193.500000 Penalty: 5265.473145
	Iteration 5F: 3 clusters Score -4555194 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -4558299.000000 Penalty: 5265.473145
	Iteration 6F: 3 clusters Score -4558299 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -4559630.500000 Penalty: 5265.473145
	Iteration 7F: 3 clusters Score -4559630 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -4559978.000000 Penalty: 5265.473145
	Iteration 8Q: 3 clusters Score -4559978 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4560071.000000 Penalty: 5265.473145
	Iteration 9Q: 3 clusters Score -4560071 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -4560102.500000 Penalty: 5265.473145
	Iteration 10Q: 3 clusters Score -4560102 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -4560112.500000 Penalty: 5265.473145
	Iteration 11Q: 3 clusters Score -4560112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -4560125.500000 Penalty: 5265.473145
	Iteration 12Q: 3 clusters Score -4560126 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -4560135.000000 Penalty: 5265.473145
	Iteration 13Q: 3 clusters Score -4560135 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -4560140.500000 Penalty: 5265.473145
	Iteration 14Q: 3 clusters Score -4560140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -4560145.500000 Penalty: 5265.473145
	Iteration 15Q: 3 clusters Score -4560146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -4560149.000000 Penalty: 5265.473145
	Iteration 16Q: 3 clusters Score -4560149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4560146.000000 Penalty: 5265.473145
	Iteration 17Q: 3 clusters Score -4560146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -4560151.500000 Penalty: 5265.473145
	Iteration 18Q: 3 clusters Score -4560152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4560150.500000 Penalty: 5265.473145
	Iteration 19Q: 3 clusters Score -4560150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -4560151.000000 Penalty: 5265.473145
	Iteration 20F: 3 clusters Score -4560151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -4560154.000000 Penalty: 5265.473145
	Iteration 21Q: 3 clusters Score -4560154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4560149.500000 Penalty: 5265.473145
	Iteration 22Q: 3 clusters Score -4560150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4560153.000000 Penalty: 5265.473145
	Iteration 23Q: 3 clusters Score -4560153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -4560150.500000 Penalty: 5265.473145
	Iteration 24Q: 3 clusters Score -4560150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -4560146.000000 Penalty: 5265.473145
	Iteration 25Q: 3 clusters Score -4560146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -4560149.000000 Penalty: 5265.473145
	Iteration 26Q: 3 clusters Score -4560149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -4560150.500000 Penalty: 5265.473145
	Iteration 27Q: 3 clusters Score -4560150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -4560145.000000 Penalty: 5265.473145
	Iteration 28Q: 3 clusters Score -4560145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4560152.000000 Penalty: 5265.473145
	Iteration 29Q: 3 clusters Score -4560152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -4560148.500000 Penalty: 5265.473145
	Iteration 30Q: 3 clusters Score -4560148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -4560149.000000 Penalty: 5265.473145
	Iteration 31Q: 3 clusters Score -4560149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4560154.000000 Penalty: 5265.473145
	Iteration 32Q: 3 clusters Score -4560154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -4560162.000000 Penalty: 5265.473145
	Iteration 33Q: 3 clusters Score -4560162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -4560162.500000 Penalty: 5265.473145
	Iteration 34Q: 3 clusters Score -4560162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -4560168.500000 Penalty: 5265.473145
	Iteration 35Q: 3 clusters Score -4560168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -4560160.500000 Penalty: 5265.473145
	Iteration 36Q: 3 clusters Score -4560160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -4560158.000000 Penalty: 5265.473145
	Iteration 37Q: 3 clusters Score -4560158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -4560158.500000 Penalty: 5265.473145
	Iteration 38Q: 3 clusters Score -4560158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -4560164.500000 Penalty: 5265.473145
	Iteration 39Q: 3 clusters Score -4560164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -4560158.000000 Penalty: 5265.473145
	Iteration 40F: 3 clusters Score -4560158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -4560153.000000 Penalty: 5265.473145
	Iteration 41Q: 3 clusters Score -4560153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4560153.000000 Penalty: 5265.473145
	Iteration 42Q: 3 clusters Score -4560153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4560153.000000 Penalty: 5265.473145
	Iteration 43F: 3 clusters Score -4560153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 178346 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 66613 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 4083 members 
Mstep: Class 10 contains 28388 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 12 contains 507 members 
Mstep: Class 13 contains 35526 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 154818 members 
Mstep: Class 16 contains 16007 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 293937 members 
Entering Unmasked Estep 
Score: -92656872.000000 Penalty: 67540.226562
Splitting cluster 13 changes total score from -92647096.000000 to -92656872.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 15 (154818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154818 members 
Entering Unmasked Estep 
Score: -17831458.000000 Penalty: 2963.601318
	Iteration 0F: 2 clusters Score -1.783146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77606 members 
Mstep: Class 2 contains 77212 members 
Entering Unmasked Estep 
Score: -17728136.000000 Penalty: 5927.202637
	Iteration 0F: 3 clusters Score -1.772814e+07 nChanged 73924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 73346 members 
Entering Unmasked Estep 
Score: -17771236.000000 Penalty: 5927.202637
	Iteration 1F: 3 clusters Score -1.777124e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -17773330.000000 Penalty: 5927.202637
	Iteration 2Q: 3 clusters Score -1.777333e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 66757 members 
Entering Unmasked Estep 
Score: -17776398.000000 Penalty: 5927.202637
	Iteration 3Q: 3 clusters Score -1.77764e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -17780496.000000 Penalty: 5927.202637
	Iteration 4F: 3 clusters Score -1.77805e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100506 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -17786124.000000 Penalty: 5927.202637
	Iteration 5F: 3 clusters Score -1.778612e+07 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109075 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -17793404.000000 Penalty: 5927.202637
	Iteration 6F: 3 clusters Score -1.77934e+07 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118362 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -17801196.000000 Penalty: 5927.202637
	Iteration 7F: 3 clusters Score -1.78012e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127364 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -17808684.000000 Penalty: 5927.202637
	Iteration 8F: 3 clusters Score -1.780868e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135285 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -17815120.000000 Penalty: 5927.202637
	Iteration 9F: 3 clusters Score -1.781512e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141699 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -17820334.000000 Penalty: 5927.202637
	Iteration 10Q: 3 clusters Score -1.782033e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146396 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -17824044.000000 Penalty: 5927.202637
	Iteration 11Q: 3 clusters Score -1.782404e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149395 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -17826046.000000 Penalty: 5927.202637
	Iteration 12Q: 3 clusters Score -1.782605e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151229 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -17827172.000000 Penalty: 5927.202637
	Iteration 13Q: 3 clusters Score -1.782717e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152404 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -17828020.000000 Penalty: 5927.202637
	Iteration 14Q: 3 clusters Score -1.782802e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153082 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -17828462.000000 Penalty: 5927.202637
	Iteration 15Q: 3 clusters Score -1.782846e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153471 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -17828728.000000 Penalty: 5927.202637
	Iteration 16Q: 3 clusters Score -1.782873e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153689 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -17828878.000000 Penalty: 5927.202637
	Iteration 17Q: 3 clusters Score -1.782888e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153824 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -17828984.000000 Penalty: 5927.202637
	Iteration 18Q: 3 clusters Score -1.782898e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -17829036.000000 Penalty: 5927.202637
	Iteration 19Q: 3 clusters Score -1.782904e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153947 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17829102.000000 Penalty: 5927.202637
	Iteration 20F: 3 clusters Score -1.78291e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153982 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -17829124.000000 Penalty: 5927.202637
	Iteration 21Q: 3 clusters Score -1.782912e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154006 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -17829174.000000 Penalty: 5927.202637
	Iteration 22Q: 3 clusters Score -1.782917e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154025 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -17829224.000000 Penalty: 5927.202637
	Iteration 23Q: 3 clusters Score -1.782922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154038 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -17829254.000000 Penalty: 5927.202637
	Iteration 24Q: 3 clusters Score -1.782925e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154053 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -17829264.000000 Penalty: 5927.202637
	Iteration 25Q: 3 clusters Score -1.782926e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154061 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -17829276.000000 Penalty: 5927.202637
	Iteration 26Q: 3 clusters Score -1.782928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154070 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -17829272.000000 Penalty: 5927.202637
	Iteration 27Q: 3 clusters Score -1.782927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154081 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -17829292.000000 Penalty: 5927.202637
	Iteration 28Q: 3 clusters Score -1.782929e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154086 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -17829300.000000 Penalty: 5927.202637
	Iteration 29Q: 3 clusters Score -1.78293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154087 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -17829298.000000 Penalty: 5927.202637
	Iteration 30Q: 3 clusters Score -1.78293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154084 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -17829296.000000 Penalty: 5927.202637
	Iteration 31Q: 3 clusters Score -1.78293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154086 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -17829306.000000 Penalty: 5927.202637
	Iteration 32Q: 3 clusters Score -1.782931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154087 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -17829312.000000 Penalty: 5927.202637
	Iteration 33Q: 3 clusters Score -1.782931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154090 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17829322.000000 Penalty: 5927.202637
	Iteration 34Q: 3 clusters Score -1.782932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154096 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -17829328.000000 Penalty: 5927.202637
	Iteration 35Q: 3 clusters Score -1.782933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154099 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -17829330.000000 Penalty: 5927.202637
	Iteration 36Q: 3 clusters Score -1.782933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154102 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -17829358.000000 Penalty: 5927.202637
	Iteration 37Q: 3 clusters Score -1.782936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154103 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -17829360.000000 Penalty: 5927.202637
	Iteration 38Q: 3 clusters Score -1.782936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154105 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -17829360.000000 Penalty: 5927.202637
	Iteration 39Q: 3 clusters Score -1.782936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154107 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -17829366.000000 Penalty: 5927.202637
	Iteration 40F: 3 clusters Score -1.782937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154108 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -17829370.000000 Penalty: 5927.202637
	Iteration 41Q: 3 clusters Score -1.782937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154107 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -17829380.000000 Penalty: 5927.202637
	Iteration 42Q: 3 clusters Score -1.782938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154106 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -17829378.000000 Penalty: 5927.202637
	Iteration 43Q: 3 clusters Score -1.782938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154104 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -17829372.000000 Penalty: 5927.202637
	Iteration 44Q: 3 clusters Score -1.782937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154104 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -17829372.000000 Penalty: 5927.202637
	Iteration 45F: 3 clusters Score -1.782937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Entering Unmasked Estep 
Score: -1868627.875000 Penalty: 2400.833740
	Iteration 0F: 2 clusters Score -1868628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1857196.250000 Penalty: 4801.667480
	Iteration 0F: 3 clusters Score -1857196 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1861061.875000 Penalty: 4801.667480
	Iteration 1F: 3 clusters Score -1861062 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1862118.625000 Penalty: 4801.667480
	Iteration 2F: 3 clusters Score -1862119 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1863641.250000 Penalty: 4801.667480
	Iteration 3F: 3 clusters Score -1863641 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1865095.250000 Penalty: 4801.667480
	Iteration 4F: 3 clusters Score -1865095 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1866407.750000 Penalty: 4801.667480
	Iteration 5F: 3 clusters Score -1866408 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1867671.250000 Penalty: 4801.667480
	Iteration 6F: 3 clusters Score -1867671 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1868706.000000 Penalty: 4801.667480
	Iteration 7F: 3 clusters Score -1868706 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1869328.625000 Penalty: 4801.667480
	Iteration 8Q: 3 clusters Score -1869329 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1869569.375000 Penalty: 4801.667480
	Iteration 9Q: 3 clusters Score -1869569 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1869677.875000 Penalty: 4801.667480
	Iteration 10Q: 3 clusters Score -1869678 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1869724.250000 Penalty: 4801.667480
	Iteration 11Q: 3 clusters Score -1869724 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1869749.000000 Penalty: 4801.667480
	Iteration 12Q: 3 clusters Score -1869749 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1869769.625000 Penalty: 4801.667480
	Iteration 13Q: 3 clusters Score -1869770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1869781.375000 Penalty: 4801.667480
	Iteration 14Q: 3 clusters Score -1869781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1869796.625000 Penalty: 4801.667480
	Iteration 15Q: 3 clusters Score -1869797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1869799.250000 Penalty: 4801.667480
	Iteration 16Q: 3 clusters Score -1869799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1869802.750000 Penalty: 4801.667480
	Iteration 17Q: 3 clusters Score -1869803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1869808.875000 Penalty: 4801.667480
	Iteration 18Q: 3 clusters Score -1869809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1869812.250000 Penalty: 4801.667480
	Iteration 19Q: 3 clusters Score -1869812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1869816.250000 Penalty: 4801.667480
	Iteration 20F: 3 clusters Score -1869816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1869815.625000 Penalty: 4801.667480
	Iteration 21Q: 3 clusters Score -1869816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1869822.625000 Penalty: 4801.667480
	Iteration 22Q: 3 clusters Score -1869823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1869823.000000 Penalty: 4801.667480
	Iteration 23Q: 3 clusters Score -1869823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1869825.125000 Penalty: 4801.667480
	Iteration 24Q: 3 clusters Score -1869825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1869824.250000 Penalty: 4801.667480
	Iteration 25Q: 3 clusters Score -1869824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1869827.875000 Penalty: 4801.667480
	Iteration 26Q: 3 clusters Score -1869828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1869835.750000 Penalty: 4801.667480
	Iteration 27Q: 3 clusters Score -1869836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1869839.750000 Penalty: 4801.667480
	Iteration 28Q: 3 clusters Score -1869840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1869839.500000 Penalty: 4801.667480
	Iteration 29Q: 3 clusters Score -1869840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1869840.750000 Penalty: 4801.667480
	Iteration 30Q: 3 clusters Score -1869841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1869844.000000 Penalty: 4801.667480
	Iteration 31Q: 3 clusters Score -1869844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1869844.625000 Penalty: 4801.667480
	Iteration 32Q: 3 clusters Score -1869845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1869844.125000 Penalty: 4801.667480
	Iteration 33Q: 3 clusters Score -1869844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1869842.250000 Penalty: 4801.667480
	Iteration 34Q: 3 clusters Score -1869842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1869842.125000 Penalty: 4801.667480
	Iteration 35Q: 3 clusters Score -1869842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1869842.875000 Penalty: 4801.667480
	Iteration 36Q: 3 clusters Score -1869843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1869842.625000 Penalty: 4801.667480
	Iteration 37Q: 3 clusters Score -1869843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1869842.625000 Penalty: 4801.667480
	Iteration 38F: 3 clusters Score -1869843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 178346 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 66613 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 4083 members 
Mstep: Class 10 contains 28388 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 12 contains 507 members 
Mstep: Class 13 contains 35526 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 154818 members 
Mstep: Class 16 contains 13489 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 293937 members 
Mstep: Class 21 contains 2518 members 
Entering Unmasked Estep 
Score: -92656928.000000 Penalty: 70917.242188
Splitting cluster 16 changes total score from -92647096.000000 to -92656928.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 17 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -64538.382812 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -64538.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62931.410156 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -62931.41 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63119.406250 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -63119.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63179.347656 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -63179.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63203.843750 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -63203.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63211.644531 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -63211.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63215.199219 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -63215.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63215.199219 Penalty: 3158.620605
	Iteration 6F: 3 clusters Score -63215.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Entering Unmasked Estep 
Score: -858424.937500 Penalty: 2213.842285
	Iteration 0F: 2 clusters Score -858424.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -852302.000000 Penalty: 4427.684570
	Iteration 0F: 3 clusters Score -852302 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -854037.437500 Penalty: 4427.684570
	Iteration 1F: 3 clusters Score -854037.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -854330.000000 Penalty: 4427.684570
	Iteration 2F: 3 clusters Score -854330 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -854524.625000 Penalty: 4427.684570
	Iteration 3F: 3 clusters Score -854524.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -854664.750000 Penalty: 4427.684570
	Iteration 4Q: 3 clusters Score -854664.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -854807.125000 Penalty: 4427.684570
	Iteration 5Q: 3 clusters Score -854807.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -854942.937500 Penalty: 4427.684570
	Iteration 6Q: 3 clusters Score -854942.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -855073.375000 Penalty: 4427.684570
	Iteration 7Q: 3 clusters Score -855073.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -855212.562500 Penalty: 4427.684570
	Iteration 8Q: 3 clusters Score -855212.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -855358.875000 Penalty: 4427.684570
	Iteration 9Q: 3 clusters Score -855358.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -855482.687500 Penalty: 4427.684570
	Iteration 10Q: 3 clusters Score -855482.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -855592.500000 Penalty: 4427.684570
	Iteration 11Q: 3 clusters Score -855592.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -855718.125000 Penalty: 4427.684570
	Iteration 12Q: 3 clusters Score -855718.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -855834.312500 Penalty: 4427.684570
	Iteration 13Q: 3 clusters Score -855834.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -855926.750000 Penalty: 4427.684570
	Iteration 14Q: 3 clusters Score -855926.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -856012.937500 Penalty: 4427.684570
	Iteration 15Q: 3 clusters Score -856012.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -856080.125000 Penalty: 4427.684570
	Iteration 16Q: 3 clusters Score -856080.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -856145.312500 Penalty: 4427.684570
	Iteration 17Q: 3 clusters Score -856145.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -856186.125000 Penalty: 4427.684570
	Iteration 18Q: 3 clusters Score -856186.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -856213.625000 Penalty: 4427.684570
	Iteration 19Q: 3 clusters Score -856213.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -856228.187500 Penalty: 4427.684570
	Iteration 20F: 3 clusters Score -856228.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -856243.250000 Penalty: 4427.684570
	Iteration 21Q: 3 clusters Score -856243.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -856254.187500 Penalty: 4427.684570
	Iteration 22Q: 3 clusters Score -856254.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -856260.375000 Penalty: 4427.684570
	Iteration 23Q: 3 clusters Score -856260.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -856278.750000 Penalty: 4427.684570
	Iteration 24Q: 3 clusters Score -856278.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -856298.375000 Penalty: 4427.684570
	Iteration 25Q: 3 clusters Score -856298.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -856315.312500 Penalty: 4427.684570
	Iteration 26Q: 3 clusters Score -856315.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -856328.687500 Penalty: 4427.684570
	Iteration 27Q: 3 clusters Score -856328.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -856343.937500 Penalty: 4427.684570
	Iteration 28Q: 3 clusters Score -856343.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -856356.562500 Penalty: 4427.684570
	Iteration 29Q: 3 clusters Score -856356.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -856376.062500 Penalty: 4427.684570
	Iteration 30Q: 3 clusters Score -856376.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -856389.187500 Penalty: 4427.684570
	Iteration 31Q: 3 clusters Score -856389.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -856398.562500 Penalty: 4427.684570
	Iteration 32Q: 3 clusters Score -856398.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -856410.687500 Penalty: 4427.684570
	Iteration 33Q: 3 clusters Score -856410.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -856427.187500 Penalty: 4427.684570
	Iteration 34Q: 3 clusters Score -856427.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -856441.875000 Penalty: 4427.684570
	Iteration 35Q: 3 clusters Score -856441.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -856458.500000 Penalty: 4427.684570
	Iteration 36Q: 3 clusters Score -856458.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -856479.437500 Penalty: 4427.684570
	Iteration 37Q: 3 clusters Score -856479.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -856497.937500 Penalty: 4427.684570
	Iteration 38Q: 3 clusters Score -856497.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -856523.000000 Penalty: 4427.684570
	Iteration 39Q: 3 clusters Score -856523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -856540.125000 Penalty: 4427.684570
	Iteration 40F: 3 clusters Score -856540.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -856555.500000 Penalty: 4427.684570
	Iteration 41Q: 3 clusters Score -856555.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -856573.437500 Penalty: 4427.684570
	Iteration 42Q: 3 clusters Score -856573.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -856584.375000 Penalty: 4427.684570
	Iteration 43Q: 3 clusters Score -856584.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -856599.500000 Penalty: 4427.684570
	Iteration 44Q: 3 clusters Score -856599.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -856614.062500 Penalty: 4427.684570
	Iteration 45Q: 3 clusters Score -856614.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -856631.625000 Penalty: 4427.684570
	Iteration 46Q: 3 clusters Score -856631.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -856654.750000 Penalty: 4427.684570
	Iteration 47Q: 3 clusters Score -856654.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -856670.500000 Penalty: 4427.684570
	Iteration 48Q: 3 clusters Score -856670.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -856681.875000 Penalty: 4427.684570
	Iteration 49Q: 3 clusters Score -856681.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -856691.312500 Penalty: 4427.684570
	Iteration 50Q: 3 clusters Score -856691.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -856705.125000 Penalty: 4427.684570
	Iteration 51Q: 3 clusters Score -856705.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -856712.250000 Penalty: 4427.684570
	Iteration 52Q: 3 clusters Score -856712.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -856722.062500 Penalty: 4427.684570
	Iteration 53Q: 3 clusters Score -856722.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -856725.062500 Penalty: 4427.684570
	Iteration 54Q: 3 clusters Score -856725.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -856730.500000 Penalty: 4427.684570
	Iteration 55Q: 3 clusters Score -856730.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -856733.000000 Penalty: 4427.684570
	Iteration 56Q: 3 clusters Score -856733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -856736.875000 Penalty: 4427.684570
	Iteration 57Q: 3 clusters Score -856736.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -856739.500000 Penalty: 4427.684570
	Iteration 58Q: 3 clusters Score -856739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -856740.187500 Penalty: 4427.684570
	Iteration 59Q: 3 clusters Score -856740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -856740.187500 Penalty: 4427.684570
	Iteration 60F: 3 clusters Score -856740.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (293937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293937 members 
Entering Unmasked Estep 
Score: -33730560.000000 Penalty: 3122.597900
	Iteration 0F: 2 clusters Score -3.373056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146421 members 
Mstep: Class 2 contains 147516 members 
Entering Unmasked Estep 
Score: -33537564.000000 Penalty: 6245.195801
	Iteration 0F: 3 clusters Score -3.353756e+07 nChanged 142436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134837 members 
Mstep: Class 2 contains 159100 members 
Entering Unmasked Estep 
Score: -33621856.000000 Penalty: 6245.195801
	Iteration 1F: 3 clusters Score -3.362186e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127072 members 
Mstep: Class 2 contains 166865 members 
Entering Unmasked Estep 
Score: -33624728.000000 Penalty: 6245.195801
	Iteration 2Q: 3 clusters Score -3.362473e+07 nChanged 12863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115209 members 
Mstep: Class 2 contains 178728 members 
Entering Unmasked Estep 
Score: -33630016.000000 Penalty: 6245.195801
	Iteration 3Q: 3 clusters Score -3.363002e+07 nChanged 17901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97740 members 
Mstep: Class 2 contains 196197 members 
Entering Unmasked Estep 
Score: -33639916.000000 Penalty: 6245.195801
	Iteration 4F: 3 clusters Score -3.363992e+07 nChanged 24184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 220243 members 
Entering Unmasked Estep 
Score: -33658200.000000 Penalty: 6245.195801
	Iteration 5F: 3 clusters Score -3.36582e+07 nChanged 27961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 248180 members 
Entering Unmasked Estep 
Score: -33683956.000000 Penalty: 6245.195801
	Iteration 6F: 3 clusters Score -3.368396e+07 nChanged 24341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 272517 members 
Entering Unmasked Estep 
Score: -33708124.000000 Penalty: 6245.195801
	Iteration 7F: 3 clusters Score -3.370812e+07 nChanged 14265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 286782 members 
Entering Unmasked Estep 
Score: -33722568.000000 Penalty: 6245.195801
	Iteration 8Q: 3 clusters Score -3.372257e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 291955 members 
Entering Unmasked Estep 
Score: -33726904.000000 Penalty: 6245.195801
	Iteration 9Q: 3 clusters Score -3.37269e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 293157 members 
Entering Unmasked Estep 
Score: -33727708.000000 Penalty: 6245.195801
	Iteration 10Q: 3 clusters Score -3.372771e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 293404 members 
Entering Unmasked Estep 
Score: -33727908.000000 Penalty: 6245.195801
	Iteration 11Q: 3 clusters Score -3.372791e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 293467 members 
Entering Unmasked Estep 
Score: -33727964.000000 Penalty: 6245.195801
	Iteration 12Q: 3 clusters Score -3.372796e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 293493 members 
Entering Unmasked Estep 
Score: -33728016.000000 Penalty: 6245.195801
	Iteration 13Q: 3 clusters Score -3.372802e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 293520 members 
Entering Unmasked Estep 
Score: -33728060.000000 Penalty: 6245.195801
	Iteration 14Q: 3 clusters Score -3.372806e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 293529 members 
Entering Unmasked Estep 
Score: -33728064.000000 Penalty: 6245.195801
	Iteration 15Q: 3 clusters Score -3.372806e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 293528 members 
Entering Unmasked Estep 
Score: -33728048.000000 Penalty: 6245.195801
	Iteration 16Q: 3 clusters Score -3.372805e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 293527 members 
Entering Unmasked Estep 
Score: -33728104.000000 Penalty: 6245.195801
	Iteration 17Q: 3 clusters Score -3.37281e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 293535 members 
Entering Unmasked Estep 
Score: -33728124.000000 Penalty: 6245.195801
	Iteration 18Q: 3 clusters Score -3.372812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 293536 members 
Entering Unmasked Estep 
Score: -33728120.000000 Penalty: 6245.195801
	Iteration 19Q: 3 clusters Score -3.372812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 293529 members 
Entering Unmasked Estep 
Score: -33728168.000000 Penalty: 6245.195801
	Iteration 20F: 3 clusters Score -3.372817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 293530 members 
Entering Unmasked Estep 
Score: -33728160.000000 Penalty: 6245.195801
	Iteration 21Q: 3 clusters Score -3.372816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 293533 members 
Entering Unmasked Estep 
Score: -33728160.000000 Penalty: 6245.195801
	Iteration 22Q: 3 clusters Score -3.372816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 293534 members 
Entering Unmasked Estep 
Score: -33728152.000000 Penalty: 6245.195801
	Iteration 23Q: 3 clusters Score -3.372815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 293536 members 
Entering Unmasked Estep 
Score: -33728188.000000 Penalty: 6245.195801
	Iteration 24Q: 3 clusters Score -3.372819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 293538 members 
Entering Unmasked Estep 
Score: -33728188.000000 Penalty: 6245.195801
	Iteration 25Q: 3 clusters Score -3.372819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 293542 members 
Entering Unmasked Estep 
Score: -33728220.000000 Penalty: 6245.195801
	Iteration 26Q: 3 clusters Score -3.372822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 293546 members 
Entering Unmasked Estep 
Score: -33728236.000000 Penalty: 6245.195801
	Iteration 27Q: 3 clusters Score -3.372824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 293550 members 
Entering Unmasked Estep 
Score: -33728240.000000 Penalty: 6245.195801
	Iteration 28Q: 3 clusters Score -3.372824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 293549 members 
Entering Unmasked Estep 
Score: -33728248.000000 Penalty: 6245.195801
	Iteration 29Q: 3 clusters Score -3.372825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 293549 members 
Entering Unmasked Estep 
Score: -33728248.000000 Penalty: 6245.195801
	Iteration 30F: 3 clusters Score -3.372825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 178346 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 66613 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 9 contains 4083 members 
Mstep: Class 10 contains 28388 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 13 contains 35526 members 
Mstep: Class 15 contains 154818 members 
Mstep: Class 16 contains 13489 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 293937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92664408.000000 Penalty: 70917.242188
Iteration 39Q: 22 clusters Score -9.266441e+07 nChanged 23255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1132 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 175604 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 66092 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 3754 members 
Mstep: Class 10 contains 28912 members 
Mstep: Class 11 contains 3036 members 
Mstep: Class 12 contains 472 members 
Mstep: Class 13 contains 37048 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 148181 members 
Mstep: Class 16 contains 13366 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 7034 members 
Mstep: Class 20 contains 302100 members 
Mstep: Class 21 contains 2252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669896.000000 Penalty: 70917.242188
Iteration 40F: 22 clusters Score -9.26699e+07 nChanged 19415
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 173597 members 
Mstep: Class 3 contains 1717 members 
Mstep: Class 4 contains 65715 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 7756 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 29335 members 
Mstep: Class 11 contains 2988 members 
Mstep: Class 12 contains 471 members 
Mstep: Class 13 contains 38199 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 140957 members 
Mstep: Class 16 contains 13371 members 
Mstep: Class 17 contains 574 members 
Mstep: Class 18 contains 4593 members 
Mstep: Class 19 contains 6638 members 
Mstep: Class 20 contains 309633 members 
Mstep: Class 21 contains 2265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92668720.000000 Penalty: 70917.242188
Iteration 41Q: 22 clusters Score -9.266872e+07 nChanged 17487
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 172436 members 
Mstep: Class 3 contains 1736 members 
Mstep: Class 4 contains 65505 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 8449 members 
Mstep: Class 9 contains 3255 members 
Mstep: Class 10 contains 29825 members 
Mstep: Class 11 contains 2957 members 
Mstep: Class 12 contains 470 members 
Mstep: Class 13 contains 39022 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 134661 members 
Mstep: Class 16 contains 13397 members 
Mstep: Class 17 contains 572 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 6292 members 
Mstep: Class 20 contains 315635 members 
Mstep: Class 21 contains 2258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92663944.000000 Penalty: 70917.242188
Iteration 42Q: 22 clusters Score -9.266394e+07 nChanged 15212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 171990 members 
Mstep: Class 3 contains 1748 members 
Mstep: Class 4 contains 65462 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 30456 members 
Mstep: Class 11 contains 2938 members 
Mstep: Class 12 contains 470 members 
Mstep: Class 13 contains 39708 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 129220 members 
Mstep: Class 16 contains 13433 members 
Mstep: Class 17 contains 571 members 
Mstep: Class 18 contains 4644 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 319849 members 
Mstep: Class 21 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92659056.000000 Penalty: 70917.242188
Iteration 43Q: 22 clusters Score -9.265906e+07 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 172270 members 
Mstep: Class 3 contains 1757 members 
Mstep: Class 4 contains 65490 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1994 members 
Mstep: Class 8 contains 9614 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 31144 members 
Mstep: Class 11 contains 2921 members 
Mstep: Class 12 contains 468 members 
Mstep: Class 13 contains 40271 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 124786 members 
Mstep: Class 16 contains 13519 members 
Mstep: Class 17 contains 568 members 
Mstep: Class 18 contains 4694 members 
Mstep: Class 19 contains 5926 members 
Mstep: Class 20 contains 322191 members 
Mstep: Class 21 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92655304.000000 Penalty: 70917.242188
Iteration 44Q: 22 clusters Score -9.26553e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 173046 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 65588 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 745 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 8 contains 10144 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 31834 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 467 members 
Mstep: Class 13 contains 40696 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 121056 members 
Mstep: Class 16 contains 13624 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 4756 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 323331 members 
Mstep: Class 21 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92653480.000000 Penalty: 70917.242188
Iteration 45Q: 22 clusters Score -9.265348e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 174067 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 65704 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 2006 members 
Mstep: Class 8 contains 10622 members 
Mstep: Class 9 contains 2888 members 
Mstep: Class 10 contains 32503 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 41018 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 117761 members 
Mstep: Class 16 contains 13763 members 
Mstep: Class 17 contains 558 members 
Mstep: Class 18 contains 4791 members 
Mstep: Class 19 contains 5793 members 
Mstep: Class 20 contains 323867 members 
Mstep: Class 21 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92652032.000000 Penalty: 70917.242188
Iteration 46Q: 22 clusters Score -9.265203e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 175232 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 65804 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 754 members 
Mstep: Class 7 contains 2006 members 
Mstep: Class 8 contains 11083 members 
Mstep: Class 9 contains 2900 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 2893 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 41268 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 114847 members 
Mstep: Class 16 contains 13903 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 4814 members 
Mstep: Class 19 contains 5767 members 
Mstep: Class 20 contains 323984 members 
Mstep: Class 21 contains 2255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92651480.000000 Penalty: 70917.242188
Iteration 47Q: 22 clusters Score -9.265148e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 176425 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 65881 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 2007 members 
Mstep: Class 8 contains 11495 members 
Mstep: Class 9 contains 2927 members 
Mstep: Class 10 contains 33716 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 467 members 
Mstep: Class 13 contains 41413 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 112251 members 
Mstep: Class 16 contains 14033 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 5760 members 
Mstep: Class 20 contains 323979 members 
Mstep: Class 21 contains 2263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92651064.000000 Penalty: 70917.242188
Iteration 48Q: 22 clusters Score -9.265106e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 177590 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 65946 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 8 contains 11855 members 
Mstep: Class 9 contains 2947 members 
Mstep: Class 10 contains 34207 members 
Mstep: Class 11 contains 2889 members 
Mstep: Class 12 contains 467 members 
Mstep: Class 13 contains 41492 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 109809 members 
Mstep: Class 16 contains 14173 members 
Mstep: Class 17 contains 546 members 
Mstep: Class 18 contains 4815 members 
Mstep: Class 19 contains 5781 members 
Mstep: Class 20 contains 324061 members 
Mstep: Class 21 contains 2264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92650904.000000 Penalty: 70917.242188
Iteration 49Q: 22 clusters Score -9.26509e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 178688 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66018 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 764 members 
Mstep: Class 7 contains 2007 members 
Mstep: Class 8 contains 12178 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 34674 members 
Mstep: Class 11 contains 2883 members 
Mstep: Class 12 contains 467 members 
Mstep: Class 13 contains 41582 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 107462 members 
Mstep: Class 16 contains 14358 members 
Mstep: Class 17 contains 545 members 
Mstep: Class 18 contains 4815 members 
Mstep: Class 19 contains 5793 members 
Mstep: Class 20 contains 324120 members 
Mstep: Class 21 contains 2264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92650536.000000 Penalty: 70917.242188
Iteration 50Q: 22 clusters Score -9.265054e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 179741 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 66077 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 767 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 8 contains 12440 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 35076 members 
Mstep: Class 11 contains 2879 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 41647 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 105264 members 
Mstep: Class 16 contains 14556 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 4813 members 
Mstep: Class 19 contains 5808 members 
Mstep: Class 20 contains 324226 members 
Mstep: Class 21 contains 2264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92650544.000000 Penalty: 70917.242188
Iteration 51Q: 22 clusters Score -9.265054e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 180769 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 66117 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 768 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 3010 members 
Mstep: Class 10 contains 35477 members 
Mstep: Class 11 contains 2876 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 41691 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 103115 members 
Mstep: Class 16 contains 14743 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 4817 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 324411 members 
Mstep: Class 21 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92650504.000000 Penalty: 70917.242188
Iteration 52Q: 22 clusters Score -9.26505e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 181699 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 66136 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 767 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 12850 members 
Mstep: Class 9 contains 3035 members 
Mstep: Class 10 contains 35806 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 41733 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 101085 members 
Mstep: Class 16 contains 14930 members 
Mstep: Class 17 contains 546 members 
Mstep: Class 18 contains 4817 members 
Mstep: Class 19 contains 5851 members 
Mstep: Class 20 contains 324662 members 
Mstep: Class 21 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92649960.000000 Penalty: 70917.242188
Iteration 53Q: 22 clusters Score -9.264996e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 182536 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 66150 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 767 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 13019 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 36132 members 
Mstep: Class 11 contains 2876 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 41779 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 99198 members 
Mstep: Class 16 contains 15130 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 5866 members 
Mstep: Class 20 contains 324908 members 
Mstep: Class 21 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92649832.000000 Penalty: 70917.242188
Iteration 54Q: 22 clusters Score -9.264983e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 183288 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 66185 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 767 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 13170 members 
Mstep: Class 9 contains 3124 members 
Mstep: Class 10 contains 36422 members 
Mstep: Class 11 contains 2875 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 41805 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 97394 members 
Mstep: Class 16 contains 15332 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 4806 members 
Mstep: Class 19 contains 5885 members 
Mstep: Class 20 contains 325164 members 
Mstep: Class 21 contains 2278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92649584.000000 Penalty: 70917.242188
Iteration 55Q: 22 clusters Score -9.264958e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 184028 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 66225 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 768 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 13326 members 
Mstep: Class 9 contains 3190 members 
Mstep: Class 10 contains 36690 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 41842 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 95624 members 
Mstep: Class 16 contains 15541 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 5895 members 
Mstep: Class 20 contains 325397 members 
Mstep: Class 21 contains 2281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92649176.000000 Penalty: 70917.242188
Iteration 56Q: 22 clusters Score -9.264918e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 184711 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 66287 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 13461 members 
Mstep: Class 9 contains 3246 members 
Mstep: Class 10 contains 36963 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 41880 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 93977 members 
Mstep: Class 16 contains 15733 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 5908 members 
Mstep: Class 20 contains 325578 members 
Mstep: Class 21 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92648432.000000 Penalty: 70917.242188
Iteration 57Q: 22 clusters Score -9.264843e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 185298 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 66348 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 13601 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 37229 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 463 members 
Mstep: Class 13 contains 41931 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 92404 members 
Mstep: Class 16 contains 15940 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 4792 members 
Mstep: Class 19 contains 5919 members 
Mstep: Class 20 contains 325758 members 
Mstep: Class 21 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92648376.000000 Penalty: 70917.242188
Iteration 58Q: 22 clusters Score -9.264838e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 185843 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 66423 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 13726 members 
Mstep: Class 9 contains 3362 members 
Mstep: Class 10 contains 37481 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 41971 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 90879 members 
Mstep: Class 16 contains 16155 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 4791 members 
Mstep: Class 19 contains 5927 members 
Mstep: Class 20 contains 325958 members 
Mstep: Class 21 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92647824.000000 Penalty: 70917.242188
Iteration 59Q: 22 clusters Score -9.264782e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 186391 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 66483 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 13869 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 37724 members 
Mstep: Class 11 contains 2870 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 42014 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 89444 members 
Mstep: Class 16 contains 16348 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 4787 members 
Mstep: Class 19 contains 5935 members 
Mstep: Class 20 contains 326087 members 
Mstep: Class 21 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92647480.000000 Penalty: 70917.242188
Iteration 60F: 22 clusters Score -9.264748e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 186885 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 66519 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2019 members 
Mstep: Class 8 contains 14008 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 37908 members 
Mstep: Class 11 contains 2868 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42043 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 88094 members 
Mstep: Class 16 contains 16554 members 
Mstep: Class 17 contains 539 members 
Mstep: Class 18 contains 4784 members 
Mstep: Class 19 contains 5943 members 
Mstep: Class 20 contains 326235 members 
Mstep: Class 21 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92647280.000000 Penalty: 70917.242188
Iteration 61Q: 22 clusters Score -9.264728e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 187342 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 66540 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2021 members 
Mstep: Class 8 contains 14127 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 38088 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42079 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 86807 members 
Mstep: Class 16 contains 16751 members 
Mstep: Class 17 contains 539 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 5952 members 
Mstep: Class 20 contains 326391 members 
Mstep: Class 21 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92647024.000000 Penalty: 70917.242188
Iteration 62Q: 22 clusters Score -9.264702e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 187819 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 66583 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 2023 members 
Mstep: Class 8 contains 14240 members 
Mstep: Class 9 contains 3755 members 
Mstep: Class 10 contains 38279 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42137 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 85573 members 
Mstep: Class 16 contains 16939 members 
Mstep: Class 17 contains 539 members 
Mstep: Class 18 contains 4769 members 
Mstep: Class 19 contains 5959 members 
Mstep: Class 20 contains 326424 members 
Mstep: Class 21 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92647064.000000 Penalty: 70917.242188
Iteration 63Q: 22 clusters Score -9.264706e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 188276 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 66637 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2024 members 
Mstep: Class 8 contains 14340 members 
Mstep: Class 9 contains 3888 members 
Mstep: Class 10 contains 38452 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42177 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 84397 members 
Mstep: Class 16 contains 17131 members 
Mstep: Class 17 contains 537 members 
Mstep: Class 18 contains 4762 members 
Mstep: Class 19 contains 5970 members 
Mstep: Class 20 contains 326443 members 
Mstep: Class 21 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92647024.000000 Penalty: 70917.242188
Iteration 64Q: 22 clusters Score -9.264702e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 188730 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 66696 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2024 members 
Mstep: Class 8 contains 14428 members 
Mstep: Class 9 contains 4023 members 
Mstep: Class 10 contains 38592 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42219 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 83230 members 
Mstep: Class 16 contains 17301 members 
Mstep: Class 17 contains 537 members 
Mstep: Class 18 contains 4759 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 326507 members 
Mstep: Class 21 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92646960.000000 Penalty: 70917.242188
Iteration 65Q: 22 clusters Score -9.264696e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 189175 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 66735 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 7 contains 2025 members 
Mstep: Class 8 contains 14501 members 
Mstep: Class 9 contains 4156 members 
Mstep: Class 10 contains 38740 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42261 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 82117 members 
Mstep: Class 16 contains 17456 members 
Mstep: Class 17 contains 537 members 
Mstep: Class 18 contains 4753 members 
Mstep: Class 19 contains 5983 members 
Mstep: Class 20 contains 326580 members 
Mstep: Class 21 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92647008.000000 Penalty: 70917.242188
Iteration 66Q: 22 clusters Score -9.264701e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 189575 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 66757 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 14567 members 
Mstep: Class 9 contains 4272 members 
Mstep: Class 10 contains 38891 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42323 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 81118 members 
Mstep: Class 16 contains 17617 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4746 members 
Mstep: Class 19 contains 5991 members 
Mstep: Class 20 contains 326595 members 
Mstep: Class 21 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92647280.000000 Penalty: 70917.242188
Iteration 67Q: 22 clusters Score -9.264728e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 189967 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 66776 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2029 members 
Mstep: Class 8 contains 14618 members 
Mstep: Class 9 contains 4356 members 
Mstep: Class 10 contains 39013 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42386 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 80125 members 
Mstep: Class 16 contains 17785 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4737 members 
Mstep: Class 19 contains 6004 members 
Mstep: Class 20 contains 326677 members 
Mstep: Class 21 contains 2305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92647008.000000 Penalty: 70917.242188
Iteration 68Q: 22 clusters Score -9.264701e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 190337 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 66794 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 14658 members 
Mstep: Class 9 contains 4448 members 
Mstep: Class 10 contains 39127 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42451 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 79172 members 
Mstep: Class 16 contains 17968 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4726 members 
Mstep: Class 19 contains 6025 members 
Mstep: Class 20 contains 326720 members 
Mstep: Class 21 contains 2311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92646840.000000 Penalty: 70917.242188
Iteration 69Q: 22 clusters Score -9.264684e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 190725 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 66825 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 14707 members 
Mstep: Class 9 contains 4514 members 
Mstep: Class 10 contains 39264 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42537 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 78227 members 
Mstep: Class 16 contains 18143 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 6035 members 
Mstep: Class 20 contains 326736 members 
Mstep: Class 21 contains 2314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92646688.000000 Penalty: 70917.242188
Iteration 70Q: 22 clusters Score -9.264669e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 191066 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 66848 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 2037 members 
Mstep: Class 8 contains 14754 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 39407 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42614 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 77370 members 
Mstep: Class 16 contains 18289 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4694 members 
Mstep: Class 19 contains 6048 members 
Mstep: Class 20 contains 326752 members 
Mstep: Class 21 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92646960.000000 Penalty: 70917.242188
Iteration 71Q: 22 clusters Score -9.264696e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 191349 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 66871 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 2038 members 
Mstep: Class 8 contains 14784 members 
Mstep: Class 9 contains 4634 members 
Mstep: Class 10 contains 39522 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42704 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 76569 members 
Mstep: Class 16 contains 18452 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4680 members 
Mstep: Class 19 contains 6055 members 
Mstep: Class 20 contains 326785 members 
Mstep: Class 21 contains 2327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92646936.000000 Penalty: 70917.242188
Iteration 72Q: 22 clusters Score -9.264694e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 191676 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 66889 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 2038 members 
Mstep: Class 8 contains 14817 members 
Mstep: Class 9 contains 4674 members 
Mstep: Class 10 contains 39643 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42796 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 75812 members 
Mstep: Class 16 contains 18624 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4663 members 
Mstep: Class 19 contains 6063 members 
Mstep: Class 20 contains 326737 members 
Mstep: Class 21 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92646952.000000 Penalty: 70917.242188
Iteration 73Q: 22 clusters Score -9.264695e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 191995 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 66913 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 2038 members 
Mstep: Class 8 contains 14850 members 
Mstep: Class 9 contains 4717 members 
Mstep: Class 10 contains 39749 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42888 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 75046 members 
Mstep: Class 16 contains 18802 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 4643 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 326711 members 
Mstep: Class 21 contains 2347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92646744.000000 Penalty: 70917.242188
Iteration 74Q: 22 clusters Score -9.264674e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 192282 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 66929 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 2038 members 
Mstep: Class 8 contains 14889 members 
Mstep: Class 9 contains 4756 members 
Mstep: Class 10 contains 39837 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42969 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 74314 members 
Mstep: Class 16 contains 18982 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 4622 members 
Mstep: Class 19 contains 6078 members 
Mstep: Class 20 contains 326712 members 
Mstep: Class 21 contains 2358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92646824.000000 Penalty: 70917.242188
Iteration 75Q: 22 clusters Score -9.264682e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 192574 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 66955 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 2039 members 
Mstep: Class 8 contains 14914 members 
Mstep: Class 9 contains 4794 members 
Mstep: Class 10 contains 39916 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43056 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 73658 members 
Mstep: Class 16 contains 19152 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 6088 members 
Mstep: Class 20 contains 326650 members 
Mstep: Class 21 contains 2367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92647088.000000 Penalty: 70917.242188
Iteration 76Q: 22 clusters Score -9.264709e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 192842 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 66979 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2039 members 
Mstep: Class 8 contains 14946 members 
Mstep: Class 9 contains 4822 members 
Mstep: Class 10 contains 39988 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43146 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 73032 members 
Mstep: Class 16 contains 19306 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 4579 members 
Mstep: Class 19 contains 6094 members 
Mstep: Class 20 contains 326619 members 
Mstep: Class 21 contains 2372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92647048.000000 Penalty: 70917.242188
Iteration 77Q: 22 clusters Score -9.264705e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 193146 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 67001 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 14975 members 
Mstep: Class 9 contains 4846 members 
Mstep: Class 10 contains 40060 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43189 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 72411 members 
Mstep: Class 16 contains 19437 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 4570 members 
Mstep: Class 19 contains 6101 members 
Mstep: Class 20 contains 326602 members 
Mstep: Class 21 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92647312.000000 Penalty: 70917.242188
Iteration 78Q: 22 clusters Score -9.264731e+07 nChanged 1078
Entering ConstructFrom: 
Score: -92647312.000000 Penalty: 70917.242188
Entering ConstructFrom: 
Trying to split cluster 1 (13024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Entering Unmasked Estep 
Score: -1407798.250000 Penalty: 2349.688232
	Iteration 0F: 2 clusters Score -1407798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1398242.875000 Penalty: 4699.376465
	Iteration 0F: 3 clusters Score -1398243 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1401287.000000 Penalty: 4699.376465
	Iteration 1F: 3 clusters Score -1401287 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1401666.125000 Penalty: 4699.376465
	Iteration 2F: 3 clusters Score -1401666 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1401933.875000 Penalty: 4699.376465
	Iteration 3Q: 3 clusters Score -1401934 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1402167.750000 Penalty: 4699.376465
	Iteration 4Q: 3 clusters Score -1402168 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1402385.375000 Penalty: 4699.376465
	Iteration 5Q: 3 clusters Score -1402385 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1402572.625000 Penalty: 4699.376465
	Iteration 6Q: 3 clusters Score -1402573 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1402768.875000 Penalty: 4699.376465
	Iteration 7Q: 3 clusters Score -1402769 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1402976.250000 Penalty: 4699.376465
	Iteration 8Q: 3 clusters Score -1402976 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1403215.750000 Penalty: 4699.376465
	Iteration 9Q: 3 clusters Score -1403216 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1403542.750000 Penalty: 4699.376465
	Iteration 10Q: 3 clusters Score -1403543 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1403895.875000 Penalty: 4699.376465
	Iteration 11Q: 3 clusters Score -1403896 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1404260.875000 Penalty: 4699.376465
	Iteration 12Q: 3 clusters Score -1404261 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1404632.875000 Penalty: 4699.376465
	Iteration 13Q: 3 clusters Score -1404633 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1404953.875000 Penalty: 4699.376465
	Iteration 14Q: 3 clusters Score -1404954 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1405185.625000 Penalty: 4699.376465
	Iteration 15Q: 3 clusters Score -1405186 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1405388.375000 Penalty: 4699.376465
	Iteration 16Q: 3 clusters Score -1405388 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1405515.125000 Penalty: 4699.376465
	Iteration 17Q: 3 clusters Score -1405515 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1405583.750000 Penalty: 4699.376465
	Iteration 18Q: 3 clusters Score -1405584 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1405642.625000 Penalty: 4699.376465
	Iteration 19Q: 3 clusters Score -1405643 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1405693.125000 Penalty: 4699.376465
	Iteration 20F: 3 clusters Score -1405693 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1405732.875000 Penalty: 4699.376465
	Iteration 21Q: 3 clusters Score -1405733 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1405766.625000 Penalty: 4699.376465
	Iteration 22Q: 3 clusters Score -1405767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1405789.375000 Penalty: 4699.376465
	Iteration 23Q: 3 clusters Score -1405789 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1405819.875000 Penalty: 4699.376465
	Iteration 24Q: 3 clusters Score -1405820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1405841.250000 Penalty: 4699.376465
	Iteration 25Q: 3 clusters Score -1405841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1405856.375000 Penalty: 4699.376465
	Iteration 26Q: 3 clusters Score -1405856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1405864.750000 Penalty: 4699.376465
	Iteration 27Q: 3 clusters Score -1405865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1405877.250000 Penalty: 4699.376465
	Iteration 28Q: 3 clusters Score -1405877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1405894.250000 Penalty: 4699.376465
	Iteration 29Q: 3 clusters Score -1405894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1405903.750000 Penalty: 4699.376465
	Iteration 30Q: 3 clusters Score -1405904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1405915.375000 Penalty: 4699.376465
	Iteration 31Q: 3 clusters Score -1405915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1405917.500000 Penalty: 4699.376465
	Iteration 32Q: 3 clusters Score -1405918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1405925.500000 Penalty: 4699.376465
	Iteration 33Q: 3 clusters Score -1405926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1405932.625000 Penalty: 4699.376465
	Iteration 34Q: 3 clusters Score -1405933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1405935.000000 Penalty: 4699.376465
	Iteration 35Q: 3 clusters Score -1405935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1405936.500000 Penalty: 4699.376465
	Iteration 36Q: 3 clusters Score -1405936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1405936.500000 Penalty: 4699.376465
	Iteration 37F: 3 clusters Score -1405936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (193458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193458 members 
Entering Unmasked Estep 
Score: -22430128.000000 Penalty: 3018.858154
	Iteration 0F: 2 clusters Score -2.243013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 96690 members 
Entering Unmasked Estep 
Score: -22306052.000000 Penalty: 6037.716309
	Iteration 0F: 3 clusters Score -2.230605e+07 nChanged 92894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -22360140.000000 Penalty: 6037.716309
	Iteration 1F: 3 clusters Score -2.236014e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98399 members 
Mstep: Class 2 contains 95059 members 
Entering Unmasked Estep 
Score: -22361198.000000 Penalty: 6037.716309
	Iteration 2Q: 3 clusters Score -2.23612e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 94454 members 
Entering Unmasked Estep 
Score: -22363056.000000 Penalty: 6037.716309
	Iteration 3Q: 3 clusters Score -2.236306e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99923 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -22366056.000000 Penalty: 6037.716309
	Iteration 4Q: 3 clusters Score -2.236606e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 92251 members 
Entering Unmasked Estep 
Score: -22370528.000000 Penalty: 6037.716309
	Iteration 5Q: 3 clusters Score -2.237053e+07 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103085 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -22378374.000000 Penalty: 6037.716309
	Iteration 6F: 3 clusters Score -2.237837e+07 nChanged 13701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105250 members 
Mstep: Class 2 contains 88208 members 
Entering Unmasked Estep 
Score: -22390158.000000 Penalty: 6037.716309
	Iteration 7F: 3 clusters Score -2.239016e+07 nChanged 15083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106653 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -22404998.000000 Penalty: 6037.716309
	Iteration 8F: 3 clusters Score -2.2405e+07 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 87541 members 
Entering Unmasked Estep 
Score: -22417202.000000 Penalty: 6037.716309
	Iteration 9F: 3 clusters Score -2.24172e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 89373 members 
Entering Unmasked Estep 
Score: -22423026.000000 Penalty: 6037.716309
	Iteration 10F: 3 clusters Score -2.242303e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102045 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -22425246.000000 Penalty: 6037.716309
	Iteration 11Q: 3 clusters Score -2.242525e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100156 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -22426178.000000 Penalty: 6037.716309
	Iteration 12Q: 3 clusters Score -2.242618e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -22426690.000000 Penalty: 6037.716309
	Iteration 13Q: 3 clusters Score -2.242669e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96612 members 
Mstep: Class 2 contains 96846 members 
Entering Unmasked Estep 
Score: -22427230.000000 Penalty: 6037.716309
	Iteration 14Q: 3 clusters Score -2.242723e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94916 members 
Mstep: Class 2 contains 98542 members 
Entering Unmasked Estep 
Score: -22427610.000000 Penalty: 6037.716309
	Iteration 15Q: 3 clusters Score -2.242761e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93356 members 
Mstep: Class 2 contains 100102 members 
Entering Unmasked Estep 
Score: -22427834.000000 Penalty: 6037.716309
	Iteration 16Q: 3 clusters Score -2.242783e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -22428086.000000 Penalty: 6037.716309
	Iteration 17Q: 3 clusters Score -2.242809e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90380 members 
Mstep: Class 2 contains 103078 members 
Entering Unmasked Estep 
Score: -22428374.000000 Penalty: 6037.716309
	Iteration 18Q: 3 clusters Score -2.242837e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88990 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -22428628.000000 Penalty: 6037.716309
	Iteration 19Q: 3 clusters Score -2.242863e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Mstep: Class 2 contains 105790 members 
Entering Unmasked Estep 
Score: -22428976.000000 Penalty: 6037.716309
	Iteration 20F: 3 clusters Score -2.242898e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86425 members 
Mstep: Class 2 contains 107033 members 
Entering Unmasked Estep 
Score: -22429060.000000 Penalty: 6037.716309
	Iteration 21Q: 3 clusters Score -2.242906e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85212 members 
Mstep: Class 2 contains 108246 members 
Entering Unmasked Estep 
Score: -22429228.000000 Penalty: 6037.716309
	Iteration 22Q: 3 clusters Score -2.242923e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84040 members 
Mstep: Class 2 contains 109418 members 
Entering Unmasked Estep 
Score: -22429320.000000 Penalty: 6037.716309
	Iteration 23Q: 3 clusters Score -2.242932e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 110561 members 
Entering Unmasked Estep 
Score: -22429492.000000 Penalty: 6037.716309
	Iteration 24Q: 3 clusters Score -2.242949e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 111660 members 
Entering Unmasked Estep 
Score: -22429640.000000 Penalty: 6037.716309
	Iteration 25Q: 3 clusters Score -2.242964e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 112684 members 
Entering Unmasked Estep 
Score: -22429808.000000 Penalty: 6037.716309
	Iteration 26Q: 3 clusters Score -2.242981e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79797 members 
Mstep: Class 2 contains 113661 members 
Entering Unmasked Estep 
Score: -22429930.000000 Penalty: 6037.716309
	Iteration 27Q: 3 clusters Score -2.242993e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 114603 members 
Entering Unmasked Estep 
Score: -22430062.000000 Penalty: 6037.716309
	Iteration 28Q: 3 clusters Score -2.243006e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 115487 members 
Entering Unmasked Estep 
Score: -22430002.000000 Penalty: 6037.716309
	Iteration 29Q: 3 clusters Score -2.243e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 116338 members 
Entering Unmasked Estep 
Score: -22430008.000000 Penalty: 6037.716309
	Iteration 30Q: 3 clusters Score -2.243001e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 117148 members 
Entering Unmasked Estep 
Score: -22430040.000000 Penalty: 6037.716309
	Iteration 31Q: 3 clusters Score -2.243004e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 117888 members 
Entering Unmasked Estep 
Score: -22430108.000000 Penalty: 6037.716309
	Iteration 32Q: 3 clusters Score -2.243011e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 118553 members 
Entering Unmasked Estep 
Score: -22430076.000000 Penalty: 6037.716309
	Iteration 33Q: 3 clusters Score -2.243008e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 119191 members 
Entering Unmasked Estep 
Score: -22430150.000000 Penalty: 6037.716309
	Iteration 34Q: 3 clusters Score -2.243015e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 119788 members 
Entering Unmasked Estep 
Score: -22430240.000000 Penalty: 6037.716309
	Iteration 35Q: 3 clusters Score -2.243024e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 120332 members 
Entering Unmasked Estep 
Score: -22430226.000000 Penalty: 6037.716309
	Iteration 36Q: 3 clusters Score -2.243023e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 120864 members 
Entering Unmasked Estep 
Score: -22430296.000000 Penalty: 6037.716309
	Iteration 37Q: 3 clusters Score -2.24303e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72071 members 
Mstep: Class 2 contains 121387 members 
Entering Unmasked Estep 
Score: -22430326.000000 Penalty: 6037.716309
	Iteration 38Q: 3 clusters Score -2.243033e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 121858 members 
Entering Unmasked Estep 
Score: -22430380.000000 Penalty: 6037.716309
	Iteration 39Q: 3 clusters Score -2.243038e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 122280 members 
Entering Unmasked Estep 
Score: -22430394.000000 Penalty: 6037.716309
	Iteration 40F: 3 clusters Score -2.243039e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 122659 members 
Entering Unmasked Estep 
Score: -22430306.000000 Penalty: 6037.716309
	Iteration 41Q: 3 clusters Score -2.243031e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Mstep: Class 2 contains 122986 members 
Entering Unmasked Estep 
Score: -22430324.000000 Penalty: 6037.716309
	Iteration 42Q: 3 clusters Score -2.243032e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 123292 members 
Entering Unmasked Estep 
Score: -22430308.000000 Penalty: 6037.716309
	Iteration 43Q: 3 clusters Score -2.243031e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 123568 members 
Entering Unmasked Estep 
Score: -22430352.000000 Penalty: 6037.716309
	Iteration 44Q: 3 clusters Score -2.243035e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 123842 members 
Entering Unmasked Estep 
Score: -22430388.000000 Penalty: 6037.716309
	Iteration 45Q: 3 clusters Score -2.243039e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 124090 members 
Entering Unmasked Estep 
Score: -22430434.000000 Penalty: 6037.716309
	Iteration 46Q: 3 clusters Score -2.243043e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 124320 members 
Entering Unmasked Estep 
Score: -22430432.000000 Penalty: 6037.716309
	Iteration 47Q: 3 clusters Score -2.243043e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 124534 members 
Entering Unmasked Estep 
Score: -22430452.000000 Penalty: 6037.716309
	Iteration 48Q: 3 clusters Score -2.243045e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 124726 members 
Entering Unmasked Estep 
Score: -22430420.000000 Penalty: 6037.716309
	Iteration 49Q: 3 clusters Score -2.243042e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68562 members 
Mstep: Class 2 contains 124896 members 
Entering Unmasked Estep 
Score: -22430434.000000 Penalty: 6037.716309
	Iteration 50Q: 3 clusters Score -2.243043e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Mstep: Class 2 contains 125051 members 
Entering Unmasked Estep 
Score: -22430486.000000 Penalty: 6037.716309
	Iteration 51Q: 3 clusters Score -2.243049e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 125204 members 
Entering Unmasked Estep 
Score: -22430506.000000 Penalty: 6037.716309
	Iteration 52Q: 3 clusters Score -2.243051e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 125354 members 
Entering Unmasked Estep 
Score: -22430508.000000 Penalty: 6037.716309
	Iteration 53Q: 3 clusters Score -2.243051e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67938 members 
Mstep: Class 2 contains 125520 members 
Entering Unmasked Estep 
Score: -22430508.000000 Penalty: 6037.716309
	Iteration 54Q: 3 clusters Score -2.243051e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 125663 members 
Entering Unmasked Estep 
Score: -22430488.000000 Penalty: 6037.716309
	Iteration 55Q: 3 clusters Score -2.243049e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67659 members 
Mstep: Class 2 contains 125799 members 
Entering Unmasked Estep 
Score: -22430474.000000 Penalty: 6037.716309
	Iteration 56Q: 3 clusters Score -2.243047e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 125923 members 
Entering Unmasked Estep 
Score: -22430492.000000 Penalty: 6037.716309
	Iteration 57Q: 3 clusters Score -2.243049e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 126031 members 
Entering Unmasked Estep 
Score: -22430480.000000 Penalty: 6037.716309
	Iteration 58Q: 3 clusters Score -2.243048e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 126133 members 
Entering Unmasked Estep 
Score: -22430482.000000 Penalty: 6037.716309
	Iteration 59Q: 3 clusters Score -2.243048e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 126228 members 
Entering Unmasked Estep 
Score: -22430476.000000 Penalty: 6037.716309
	Iteration 60F: 3 clusters Score -2.243048e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 126313 members 
Entering Unmasked Estep 
Score: -22430484.000000 Penalty: 6037.716309
	Iteration 61Q: 3 clusters Score -2.243048e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -22430502.000000 Penalty: 6037.716309
	Iteration 62Q: 3 clusters Score -2.24305e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 126452 members 
Entering Unmasked Estep 
Score: -22430474.000000 Penalty: 6037.716309
	Iteration 63Q: 3 clusters Score -2.243047e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 126523 members 
Entering Unmasked Estep 
Score: -22430488.000000 Penalty: 6037.716309
	Iteration 64Q: 3 clusters Score -2.243049e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 126579 members 
Entering Unmasked Estep 
Score: -22430486.000000 Penalty: 6037.716309
	Iteration 65Q: 3 clusters Score -2.243049e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 126634 members 
Entering Unmasked Estep 
Score: -22430502.000000 Penalty: 6037.716309
	Iteration 66Q: 3 clusters Score -2.24305e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 126691 members 
Entering Unmasked Estep 
Score: -22430498.000000 Penalty: 6037.716309
	Iteration 67Q: 3 clusters Score -2.24305e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 126760 members 
Entering Unmasked Estep 
Score: -22430506.000000 Penalty: 6037.716309
	Iteration 68Q: 3 clusters Score -2.243051e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 126823 members 
Entering Unmasked Estep 
Score: -22430500.000000 Penalty: 6037.716309
	Iteration 69Q: 3 clusters Score -2.24305e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 126887 members 
Entering Unmasked Estep 
Score: -22430512.000000 Penalty: 6037.716309
	Iteration 70Q: 3 clusters Score -2.243051e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 126937 members 
Entering Unmasked Estep 
Score: -22430540.000000 Penalty: 6037.716309
	Iteration 71Q: 3 clusters Score -2.243054e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 126979 members 
Entering Unmasked Estep 
Score: -22430544.000000 Penalty: 6037.716309
	Iteration 72Q: 3 clusters Score -2.243054e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66441 members 
Mstep: Class 2 contains 127017 members 
Entering Unmasked Estep 
Score: -22430524.000000 Penalty: 6037.716309
	Iteration 73Q: 3 clusters Score -2.243052e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 127052 members 
Entering Unmasked Estep 
Score: -22430528.000000 Penalty: 6037.716309
	Iteration 74Q: 3 clusters Score -2.243053e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 127075 members 
Entering Unmasked Estep 
Score: -22430524.000000 Penalty: 6037.716309
	Iteration 75Q: 3 clusters Score -2.243052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66358 members 
Mstep: Class 2 contains 127100 members 
Entering Unmasked Estep 
Score: -22430526.000000 Penalty: 6037.716309
	Iteration 76Q: 3 clusters Score -2.243053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 127124 members 
Entering Unmasked Estep 
Score: -22430522.000000 Penalty: 6037.716309
	Iteration 77Q: 3 clusters Score -2.243052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 127148 members 
Entering Unmasked Estep 
Score: -22430536.000000 Penalty: 6037.716309
	Iteration 78Q: 3 clusters Score -2.243054e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 127177 members 
Entering Unmasked Estep 
Score: -22430546.000000 Penalty: 6037.716309
	Iteration 79Q: 3 clusters Score -2.243055e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 127213 members 
Entering Unmasked Estep 
Score: -22430532.000000 Penalty: 6037.716309
	Iteration 80F: 3 clusters Score -2.243053e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 127263 members 
Entering Unmasked Estep 
Score: -22430524.000000 Penalty: 6037.716309
	Iteration 81Q: 3 clusters Score -2.243052e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 127316 members 
Entering Unmasked Estep 
Score: -22430526.000000 Penalty: 6037.716309
	Iteration 82Q: 3 clusters Score -2.243053e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 127369 members 
Entering Unmasked Estep 
Score: -22430534.000000 Penalty: 6037.716309
	Iteration 83Q: 3 clusters Score -2.243053e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 127422 members 
Entering Unmasked Estep 
Score: -22430532.000000 Penalty: 6037.716309
	Iteration 84Q: 3 clusters Score -2.243053e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 127472 members 
Entering Unmasked Estep 
Score: -22430528.000000 Penalty: 6037.716309
	Iteration 85Q: 3 clusters Score -2.243053e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 127518 members 
Entering Unmasked Estep 
Score: -22430548.000000 Penalty: 6037.716309
	Iteration 86Q: 3 clusters Score -2.243055e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65903 members 
Mstep: Class 2 contains 127555 members 
Entering Unmasked Estep 
Score: -22430570.000000 Penalty: 6037.716309
	Iteration 87Q: 3 clusters Score -2.243057e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 127591 members 
Entering Unmasked Estep 
Score: -22430578.000000 Penalty: 6037.716309
	Iteration 88Q: 3 clusters Score -2.243058e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 127626 members 
Entering Unmasked Estep 
Score: -22430584.000000 Penalty: 6037.716309
	Iteration 89Q: 3 clusters Score -2.243058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 127653 members 
Entering Unmasked Estep 
Score: -22430578.000000 Penalty: 6037.716309
	Iteration 90Q: 3 clusters Score -2.243058e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65785 members 
Mstep: Class 2 contains 127673 members 
Entering Unmasked Estep 
Score: -22430576.000000 Penalty: 6037.716309
	Iteration 91Q: 3 clusters Score -2.243058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 127706 members 
Entering Unmasked Estep 
Score: -22430618.000000 Penalty: 6037.716309
	Iteration 92Q: 3 clusters Score -2.243062e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 127740 members 
Entering Unmasked Estep 
Score: -22430610.000000 Penalty: 6037.716309
	Iteration 93Q: 3 clusters Score -2.243061e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 127777 members 
Entering Unmasked Estep 
Score: -22430586.000000 Penalty: 6037.716309
	Iteration 94Q: 3 clusters Score -2.243059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 127808 members 
Entering Unmasked Estep 
Score: -22430590.000000 Penalty: 6037.716309
	Iteration 95Q: 3 clusters Score -2.243059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 127832 members 
Entering Unmasked Estep 
Score: -22430608.000000 Penalty: 6037.716309
	Iteration 96Q: 3 clusters Score -2.243061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 127849 members 
Entering Unmasked Estep 
Score: -22430608.000000 Penalty: 6037.716309
	Iteration 97Q: 3 clusters Score -2.243061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 127867 members 
Entering Unmasked Estep 
Score: -22430600.000000 Penalty: 6037.716309
	Iteration 98Q: 3 clusters Score -2.24306e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 127890 members 
Entering Unmasked Estep 
Score: -22430612.000000 Penalty: 6037.716309
	Iteration 99Q: 3 clusters Score -2.243061e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 127910 members 
Entering Unmasked Estep 
Score: -22430610.000000 Penalty: 6037.716309
	Iteration 100F: 3 clusters Score -2.243061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 127924 members 
Entering Unmasked Estep 
Score: -22430618.000000 Penalty: 6037.716309
	Iteration 101Q: 3 clusters Score -2.243062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 127935 members 
Entering Unmasked Estep 
Score: -22430648.000000 Penalty: 6037.716309
	Iteration 102Q: 3 clusters Score -2.243065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 127946 members 
Entering Unmasked Estep 
Score: -22430634.000000 Penalty: 6037.716309
	Iteration 103Q: 3 clusters Score -2.243063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 127957 members 
Entering Unmasked Estep 
Score: -22430630.000000 Penalty: 6037.716309
	Iteration 104Q: 3 clusters Score -2.243063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 127965 members 
Entering Unmasked Estep 
Score: -22430630.000000 Penalty: 6037.716309
	Iteration 105Q: 3 clusters Score -2.243063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 127975 members 
Entering Unmasked Estep 
Score: -22430632.000000 Penalty: 6037.716309
	Iteration 106Q: 3 clusters Score -2.243063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 127982 members 
Entering Unmasked Estep 
Score: -22430624.000000 Penalty: 6037.716309
	Iteration 107Q: 3 clusters Score -2.243062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 127989 members 
Entering Unmasked Estep 
Score: -22430614.000000 Penalty: 6037.716309
	Iteration 108Q: 3 clusters Score -2.243061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 127992 members 
Entering Unmasked Estep 
Score: -22430618.000000 Penalty: 6037.716309
	Iteration 109Q: 3 clusters Score -2.243062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 127996 members 
Entering Unmasked Estep 
Score: -22430620.000000 Penalty: 6037.716309
	Iteration 110Q: 3 clusters Score -2.243062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 128000 members 
Entering Unmasked Estep 
Score: -22430626.000000 Penalty: 6037.716309
	Iteration 111Q: 3 clusters Score -2.243063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 128007 members 
Entering Unmasked Estep 
Score: -22430628.000000 Penalty: 6037.716309
	Iteration 112Q: 3 clusters Score -2.243063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 128011 members 
Entering Unmasked Estep 
Score: -22430646.000000 Penalty: 6037.716309
	Iteration 113Q: 3 clusters Score -2.243065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 128017 members 
Entering Unmasked Estep 
Score: -22430640.000000 Penalty: 6037.716309
	Iteration 114Q: 3 clusters Score -2.243064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 128020 members 
Entering Unmasked Estep 
Score: -22430630.000000 Penalty: 6037.716309
	Iteration 115Q: 3 clusters Score -2.243063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 128021 members 
Entering Unmasked Estep 
Score: -22430630.000000 Penalty: 6037.716309
	Iteration 116Q: 3 clusters Score -2.243063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 128023 members 
Entering Unmasked Estep 
Score: -22430630.000000 Penalty: 6037.716309
	Iteration 117Q: 3 clusters Score -2.243063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 128029 members 
Entering Unmasked Estep 
Score: -22430620.000000 Penalty: 6037.716309
	Iteration 118Q: 3 clusters Score -2.243062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 128034 members 
Entering Unmasked Estep 
Score: -22430638.000000 Penalty: 6037.716309
	Iteration 119Q: 3 clusters Score -2.243064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 128038 members 
Entering Unmasked Estep 
Score: -22430616.000000 Penalty: 6037.716309
	Iteration 120F: 3 clusters Score -2.243062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 128041 members 
Entering Unmasked Estep 
Score: -22430618.000000 Penalty: 6037.716309
	Iteration 121Q: 3 clusters Score -2.243062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 128041 members 
Entering Unmasked Estep 
Score: -22430618.000000 Penalty: 6037.716309
	Iteration 122F: 3 clusters Score -2.243062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 65417 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 67021 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 14995 members 
Mstep: Class 9 contains 4877 members 
Mstep: Class 10 contains 40107 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43228 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 71807 members 
Mstep: Class 16 contains 19565 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 4563 members 
Mstep: Class 19 contains 6111 members 
Mstep: Class 20 contains 326606 members 
Mstep: Class 21 contains 2387 members 
Mstep: Class 22 contains 128041 members 
Entering Unmasked Estep 
Score: -92647272.000000 Penalty: 74294.250000
Splitting cluster 2 changes total score from -92647312.000000 to -92647272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -206581.781250 Penalty: 1858.342651
	Iteration 0F: 2 clusters Score -206581.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -204071.218750 Penalty: 3716.685303
	Iteration 0F: 3 clusters Score -204071.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -204479.125000 Penalty: 3716.685303
	Iteration 1F: 3 clusters Score -204479.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -204589.328125 Penalty: 3716.685303
	Iteration 2F: 3 clusters Score -204589.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -204638.609375 Penalty: 3716.685303
	Iteration 3Q: 3 clusters Score -204638.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -204681.453125 Penalty: 3716.685303
	Iteration 4Q: 3 clusters Score -204681.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -204708.140625 Penalty: 3716.685303
	Iteration 5Q: 3 clusters Score -204708.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -204726.578125 Penalty: 3716.685303
	Iteration 6Q: 3 clusters Score -204726.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -204749.109375 Penalty: 3716.685303
	Iteration 7Q: 3 clusters Score -204749.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -204758.937500 Penalty: 3716.685303
	Iteration 8Q: 3 clusters Score -204758.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -204764.171875 Penalty: 3716.685303
	Iteration 9Q: 3 clusters Score -204764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -204765.546875 Penalty: 3716.685303
	Iteration 10Q: 3 clusters Score -204765.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -204766.546875 Penalty: 3716.685303
	Iteration 11Q: 3 clusters Score -204766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -204767.484375 Penalty: 3716.685303
	Iteration 12Q: 3 clusters Score -204767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -204768.343750 Penalty: 3716.685303
	Iteration 13Q: 3 clusters Score -204768.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -204768.343750 Penalty: 3716.685303
	Iteration 14F: 3 clusters Score -204768.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Entering Unmasked Estep 
Score: -7769045.000000 Penalty: 2755.964844
	Iteration 0F: 2 clusters Score -7769045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -7724088.500000 Penalty: 5511.929688
	Iteration 0F: 3 clusters Score -7724088 nChanged 31359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -7741686.500000 Penalty: 5511.929688
	Iteration 1F: 3 clusters Score -7741686 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -7742370.000000 Penalty: 5511.929688
	Iteration 2Q: 3 clusters Score -7742370 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -7743310.000000 Penalty: 5511.929688
	Iteration 3Q: 3 clusters Score -7743310 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -7744735.500000 Penalty: 5511.929688
	Iteration 4Q: 3 clusters Score -7744736 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -7747173.000000 Penalty: 5511.929688
	Iteration 5F: 3 clusters Score -7747173 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -7751168.000000 Penalty: 5511.929688
	Iteration 6F: 3 clusters Score -7751168 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -7756697.500000 Penalty: 5511.929688
	Iteration 7F: 3 clusters Score -7756698 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -7761811.000000 Penalty: 5511.929688
	Iteration 8F: 3 clusters Score -7761811 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65008 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7764697.500000 Penalty: 5511.929688
	Iteration 9Q: 3 clusters Score -7764698 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7765875.500000 Penalty: 5511.929688
	Iteration 10Q: 3 clusters Score -7765876 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7766299.500000 Penalty: 5511.929688
	Iteration 11Q: 3 clusters Score -7766300 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7766462.000000 Penalty: 5511.929688
	Iteration 12Q: 3 clusters Score -7766462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7766520.500000 Penalty: 5511.929688
	Iteration 13Q: 3 clusters Score -7766520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7766568.500000 Penalty: 5511.929688
	Iteration 14Q: 3 clusters Score -7766568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7766581.500000 Penalty: 5511.929688
	Iteration 15Q: 3 clusters Score -7766582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66789 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7766590.500000 Penalty: 5511.929688
	Iteration 16Q: 3 clusters Score -7766590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7766602.500000 Penalty: 5511.929688
	Iteration 17Q: 3 clusters Score -7766602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7766620.000000 Penalty: 5511.929688
	Iteration 18Q: 3 clusters Score -7766620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66790 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7766630.500000 Penalty: 5511.929688
	Iteration 19Q: 3 clusters Score -7766630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7766629.500000 Penalty: 5511.929688
	Iteration 20F: 3 clusters Score -7766630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7766634.500000 Penalty: 5511.929688
	Iteration 21Q: 3 clusters Score -7766634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7766634.500000 Penalty: 5511.929688
	Iteration 22F: 3 clusters Score -7766634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -70620.304688 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -70620.3 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 401 members 
Entering Unmasked Estep 
Score: -68961.781250 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -68961.78 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69599.453125 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -69599.45 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70031.210938 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -70031.21 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70618.437500 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -70618.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71494.523438 Penalty: 3299.820068
	Iteration 4F: 3 clusters Score -71494.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72069.351562 Penalty: 3299.820068
	Iteration 5Q: 3 clusters Score -72069.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72897.679688 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -72897.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73114.781250 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -73114.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73122.750000 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -73122.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73125.960938 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -73125.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73125.960938 Penalty: 3299.820068
	Iteration 10F: 3 clusters Score -73125.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 193458 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 67021 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 14995 members 
Mstep: Class 9 contains 4877 members 
Mstep: Class 10 contains 40107 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43228 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 71807 members 
Mstep: Class 16 contains 19565 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 4563 members 
Mstep: Class 19 contains 6111 members 
Mstep: Class 20 contains 326606 members 
Mstep: Class 21 contains 2387 members 
Mstep: Class 22 contains 286 members 
Entering Unmasked Estep 
Score: -92647880.000000 Penalty: 74294.250000
Splitting cluster 5 changes total score from -92647312.000000 to -92647880.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -79270.250000 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -79270.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77665.742188 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -77665.74 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78162.953125 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -78162.95 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -78445.820312 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -78445.82 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -78731.343750 Penalty: 3297.896240
	Iteration 3F: 3 clusters Score -78731.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -78872.140625 Penalty: 3297.896240
	Iteration 4F: 3 clusters Score -78872.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -78958.296875 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -78958.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78996.937500 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -78996.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79055.351562 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -79055.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79083.007812 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -79083.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79095.843750 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -79095.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79100.445312 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -79100.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -79104.742188 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -79104.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79107.523438 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -79107.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79113.117188 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -79113.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79124.312500 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -79124.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -79135.703125 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -79135.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -79139.289062 Penalty: 3297.896240
	Iteration 16Q: 3 clusters Score -79139.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -79139.289062 Penalty: 3297.896240
	Iteration 17F: 3 clusters Score -79139.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Entering Unmasked Estep 
Score: -206516.703125 Penalty: 1889.934814
	Iteration 0F: 2 clusters Score -206516.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -203861.468750 Penalty: 3779.869629
	Iteration 0F: 3 clusters Score -203861.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -204347.281250 Penalty: 3779.869629
	Iteration 1F: 3 clusters Score -204347.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -204489.937500 Penalty: 3779.869629
	Iteration 2F: 3 clusters Score -204489.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -204575.125000 Penalty: 3779.869629
	Iteration 3Q: 3 clusters Score -204575.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -204643.500000 Penalty: 3779.869629
	Iteration 4Q: 3 clusters Score -204643.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -204692.453125 Penalty: 3779.869629
	Iteration 5Q: 3 clusters Score -204692.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -204718.921875 Penalty: 3779.869629
	Iteration 6Q: 3 clusters Score -204718.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -204746.937500 Penalty: 3779.869629
	Iteration 7Q: 3 clusters Score -204746.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -204767.484375 Penalty: 3779.869629
	Iteration 8Q: 3 clusters Score -204767.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -204784.359375 Penalty: 3779.869629
	Iteration 9Q: 3 clusters Score -204784.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -204798.218750 Penalty: 3779.869629
	Iteration 10Q: 3 clusters Score -204798.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -204812.125000 Penalty: 3779.869629
	Iteration 11Q: 3 clusters Score -204812.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -204826.156250 Penalty: 3779.869629
	Iteration 12Q: 3 clusters Score -204826.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -204851.343750 Penalty: 3779.869629
	Iteration 13Q: 3 clusters Score -204851.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -204878.359375 Penalty: 3779.869629
	Iteration 14Q: 3 clusters Score -204878.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -204906.984375 Penalty: 3779.869629
	Iteration 15Q: 3 clusters Score -204907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -204930.093750 Penalty: 3779.869629
	Iteration 16Q: 3 clusters Score -204930.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -204947.531250 Penalty: 3779.869629
	Iteration 17Q: 3 clusters Score -204947.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -204963.281250 Penalty: 3779.869629
	Iteration 18Q: 3 clusters Score -204963.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -204977.593750 Penalty: 3779.869629
	Iteration 19Q: 3 clusters Score -204977.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -204990.671875 Penalty: 3779.869629
	Iteration 20F: 3 clusters Score -204990.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -205003.640625 Penalty: 3779.869629
	Iteration 21Q: 3 clusters Score -205003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -205012.265625 Penalty: 3779.869629
	Iteration 22Q: 3 clusters Score -205012.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -205023.843750 Penalty: 3779.869629
	Iteration 23Q: 3 clusters Score -205023.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -205028.421875 Penalty: 3779.869629
	Iteration 24Q: 3 clusters Score -205028.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -205035.812500 Penalty: 3779.869629
	Iteration 25Q: 3 clusters Score -205035.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -205047.109375 Penalty: 3779.869629
	Iteration 26Q: 3 clusters Score -205047.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -205057.578125 Penalty: 3779.869629
	Iteration 27Q: 3 clusters Score -205057.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -205066.265625 Penalty: 3779.869629
	Iteration 28Q: 3 clusters Score -205066.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -205072.156250 Penalty: 3779.869629
	Iteration 29Q: 3 clusters Score -205072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -205076.187500 Penalty: 3779.869629
	Iteration 30Q: 3 clusters Score -205076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -205078.109375 Penalty: 3779.869629
	Iteration 31Q: 3 clusters Score -205078.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -205083.265625 Penalty: 3779.869629
	Iteration 32Q: 3 clusters Score -205083.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -205086.046875 Penalty: 3779.869629
	Iteration 33Q: 3 clusters Score -205086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -205090.718750 Penalty: 3779.869629
	Iteration 34Q: 3 clusters Score -205090.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -205094.312500 Penalty: 3779.869629
	Iteration 35Q: 3 clusters Score -205094.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -205101.046875 Penalty: 3779.869629
	Iteration 36Q: 3 clusters Score -205101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -205105.687500 Penalty: 3779.869629
	Iteration 37Q: 3 clusters Score -205105.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -205112.609375 Penalty: 3779.869629
	Iteration 38Q: 3 clusters Score -205112.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -205120.734375 Penalty: 3779.869629
	Iteration 39Q: 3 clusters Score -205120.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -205126.296875 Penalty: 3779.869629
	Iteration 40F: 3 clusters Score -205126.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -205128.906250 Penalty: 3779.869629
	Iteration 41Q: 3 clusters Score -205128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -205129.140625 Penalty: 3779.869629
	Iteration 42Q: 3 clusters Score -205129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -205130.000000 Penalty: 3779.869629
	Iteration 43Q: 3 clusters Score -205130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -205130.000000 Penalty: 3779.869629
	Iteration 44F: 3 clusters Score -205130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Entering Unmasked Estep 
Score: -1763210.000000 Penalty: 2384.636963
	Iteration 0F: 2 clusters Score -1763210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1752409.750000 Penalty: 4769.273926
	Iteration 0F: 3 clusters Score -1752410 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1755692.750000 Penalty: 4769.273926
	Iteration 1F: 3 clusters Score -1755693 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1755991.000000 Penalty: 4769.273926
	Iteration 2F: 3 clusters Score -1755991 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1756225.375000 Penalty: 4769.273926
	Iteration 3Q: 3 clusters Score -1756225 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1756428.625000 Penalty: 4769.273926
	Iteration 4Q: 3 clusters Score -1756429 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1756672.625000 Penalty: 4769.273926
	Iteration 5Q: 3 clusters Score -1756673 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1756958.250000 Penalty: 4769.273926
	Iteration 6Q: 3 clusters Score -1756958 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1757304.875000 Penalty: 4769.273926
	Iteration 7Q: 3 clusters Score -1757305 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1757718.250000 Penalty: 4769.273926
	Iteration 8Q: 3 clusters Score -1757718 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1758256.375000 Penalty: 4769.273926
	Iteration 9Q: 3 clusters Score -1758256 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1758916.250000 Penalty: 4769.273926
	Iteration 10F: 3 clusters Score -1758916 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1759511.000000 Penalty: 4769.273926
	Iteration 11Q: 3 clusters Score -1759511 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1759976.125000 Penalty: 4769.273926
	Iteration 12Q: 3 clusters Score -1759976 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1760349.250000 Penalty: 4769.273926
	Iteration 13Q: 3 clusters Score -1760349 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1760620.250000 Penalty: 4769.273926
	Iteration 14Q: 3 clusters Score -1760620 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1760805.500000 Penalty: 4769.273926
	Iteration 15Q: 3 clusters Score -1760806 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1760925.625000 Penalty: 4769.273926
	Iteration 16Q: 3 clusters Score -1760926 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1760996.875000 Penalty: 4769.273926
	Iteration 17Q: 3 clusters Score -1760997 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1761039.250000 Penalty: 4769.273926
	Iteration 18Q: 3 clusters Score -1761039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1761069.875000 Penalty: 4769.273926
	Iteration 19Q: 3 clusters Score -1761070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1761092.625000 Penalty: 4769.273926
	Iteration 20F: 3 clusters Score -1761093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1761121.000000 Penalty: 4769.273926
	Iteration 21Q: 3 clusters Score -1761121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1761129.250000 Penalty: 4769.273926
	Iteration 22Q: 3 clusters Score -1761129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1761138.500000 Penalty: 4769.273926
	Iteration 23Q: 3 clusters Score -1761138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1761142.625000 Penalty: 4769.273926
	Iteration 24Q: 3 clusters Score -1761143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1761144.500000 Penalty: 4769.273926
	Iteration 25Q: 3 clusters Score -1761144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1761146.125000 Penalty: 4769.273926
	Iteration 26Q: 3 clusters Score -1761146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1761151.500000 Penalty: 4769.273926
	Iteration 27Q: 3 clusters Score -1761152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1761158.250000 Penalty: 4769.273926
	Iteration 28Q: 3 clusters Score -1761158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1761161.625000 Penalty: 4769.273926
	Iteration 29Q: 3 clusters Score -1761162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1761160.625000 Penalty: 4769.273926
	Iteration 30Q: 3 clusters Score -1761161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1761162.250000 Penalty: 4769.273926
	Iteration 31Q: 3 clusters Score -1761162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1761164.375000 Penalty: 4769.273926
	Iteration 32Q: 3 clusters Score -1761164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1761166.875000 Penalty: 4769.273926
	Iteration 33Q: 3 clusters Score -1761167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1761168.375000 Penalty: 4769.273926
	Iteration 34Q: 3 clusters Score -1761168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1761169.250000 Penalty: 4769.273926
	Iteration 35Q: 3 clusters Score -1761169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1761169.250000 Penalty: 4769.273926
	Iteration 36F: 3 clusters Score -1761169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Entering Unmasked Estep 
Score: -567268.875000 Penalty: 2106.086914
	Iteration 0F: 2 clusters Score -567268.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -562827.312500 Penalty: 4212.173828
	Iteration 0F: 3 clusters Score -562827.3 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -563891.312500 Penalty: 4212.173828
	Iteration 1F: 3 clusters Score -563891.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -564108.312500 Penalty: 4212.173828
	Iteration 2F: 3 clusters Score -564108.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -564227.125000 Penalty: 4212.173828
	Iteration 3Q: 3 clusters Score -564227.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -564317.062500 Penalty: 4212.173828
	Iteration 4Q: 3 clusters Score -564317.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -564390.375000 Penalty: 4212.173828
	Iteration 5Q: 3 clusters Score -564390.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -564445.375000 Penalty: 4212.173828
	Iteration 6Q: 3 clusters Score -564445.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -564495.625000 Penalty: 4212.173828
	Iteration 7Q: 3 clusters Score -564495.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -564544.625000 Penalty: 4212.173828
	Iteration 8Q: 3 clusters Score -564544.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -564600.937500 Penalty: 4212.173828
	Iteration 9Q: 3 clusters Score -564600.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -564645.937500 Penalty: 4212.173828
	Iteration 10Q: 3 clusters Score -564645.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -564701.812500 Penalty: 4212.173828
	Iteration 11Q: 3 clusters Score -564701.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -564763.500000 Penalty: 4212.173828
	Iteration 12Q: 3 clusters Score -564763.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -564829.625000 Penalty: 4212.173828
	Iteration 13Q: 3 clusters Score -564829.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -564899.187500 Penalty: 4212.173828
	Iteration 14Q: 3 clusters Score -564899.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -564976.000000 Penalty: 4212.173828
	Iteration 15Q: 3 clusters Score -564976 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -565039.375000 Penalty: 4212.173828
	Iteration 16Q: 3 clusters Score -565039.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -565102.875000 Penalty: 4212.173828
	Iteration 17Q: 3 clusters Score -565102.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -565151.312500 Penalty: 4212.173828
	Iteration 18Q: 3 clusters Score -565151.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -565199.250000 Penalty: 4212.173828
	Iteration 19Q: 3 clusters Score -565199.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -565227.062500 Penalty: 4212.173828
	Iteration 20F: 3 clusters Score -565227.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -565246.125000 Penalty: 4212.173828
	Iteration 21Q: 3 clusters Score -565246.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -565272.500000 Penalty: 4212.173828
	Iteration 22Q: 3 clusters Score -565272.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -565298.812500 Penalty: 4212.173828
	Iteration 23Q: 3 clusters Score -565298.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -565321.312500 Penalty: 4212.173828
	Iteration 24Q: 3 clusters Score -565321.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -565353.062500 Penalty: 4212.173828
	Iteration 25Q: 3 clusters Score -565353.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -565379.687500 Penalty: 4212.173828
	Iteration 26Q: 3 clusters Score -565379.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -565405.375000 Penalty: 4212.173828
	Iteration 27Q: 3 clusters Score -565405.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -565417.750000 Penalty: 4212.173828
	Iteration 28Q: 3 clusters Score -565417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -565423.812500 Penalty: 4212.173828
	Iteration 29Q: 3 clusters Score -565423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -565429.875000 Penalty: 4212.173828
	Iteration 30Q: 3 clusters Score -565429.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -565438.500000 Penalty: 4212.173828
	Iteration 31Q: 3 clusters Score -565438.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -565442.687500 Penalty: 4212.173828
	Iteration 32Q: 3 clusters Score -565442.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -565444.625000 Penalty: 4212.173828
	Iteration 33Q: 3 clusters Score -565444.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -565446.000000 Penalty: 4212.173828
	Iteration 34Q: 3 clusters Score -565446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -565448.312500 Penalty: 4212.173828
	Iteration 35Q: 3 clusters Score -565448.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -565448.375000 Penalty: 4212.173828
	Iteration 36Q: 3 clusters Score -565448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -565449.500000 Penalty: 4212.173828
	Iteration 37Q: 3 clusters Score -565449.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -565449.500000 Penalty: 4212.173828
	Iteration 38F: 3 clusters Score -565449.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Entering Unmasked Estep 
Score: -4682222.500000 Penalty: 2628.627930
	Iteration 0F: 2 clusters Score -4682222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -4655086.000000 Penalty: 5257.255859
	Iteration 0F: 3 clusters Score -4655086 nChanged 18340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -4665063.000000 Penalty: 5257.255859
	Iteration 1F: 3 clusters Score -4665063 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4665597.500000 Penalty: 5257.255859
	Iteration 2Q: 3 clusters Score -4665598 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -4666129.000000 Penalty: 5257.255859
	Iteration 3Q: 3 clusters Score -4666129 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -4666706.500000 Penalty: 5257.255859
	Iteration 4Q: 3 clusters Score -4666706 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4667220.500000 Penalty: 5257.255859
	Iteration 5Q: 3 clusters Score -4667220 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4667746.500000 Penalty: 5257.255859
	Iteration 6Q: 3 clusters Score -4667746 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4668431.000000 Penalty: 5257.255859
	Iteration 7Q: 3 clusters Score -4668431 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -4669148.500000 Penalty: 5257.255859
	Iteration 8Q: 3 clusters Score -4669148 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -4669969.500000 Penalty: 5257.255859
	Iteration 9Q: 3 clusters Score -4669970 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4670932.500000 Penalty: 5257.255859
	Iteration 10Q: 3 clusters Score -4670932 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4672039.000000 Penalty: 5257.255859
	Iteration 11Q: 3 clusters Score -4672039 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -4672926.500000 Penalty: 5257.255859
	Iteration 12Q: 3 clusters Score -4672926 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -4673642.500000 Penalty: 5257.255859
	Iteration 13Q: 3 clusters Score -4673642 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4674046.000000 Penalty: 5257.255859
	Iteration 14Q: 3 clusters Score -4674046 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -4674278.500000 Penalty: 5257.255859
	Iteration 15Q: 3 clusters Score -4674278 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4674433.500000 Penalty: 5257.255859
	Iteration 16Q: 3 clusters Score -4674434 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4674558.000000 Penalty: 5257.255859
	Iteration 17Q: 3 clusters Score -4674558 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -4674672.500000 Penalty: 5257.255859
	Iteration 18Q: 3 clusters Score -4674672 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -4674773.500000 Penalty: 5257.255859
	Iteration 19Q: 3 clusters Score -4674774 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -4674866.500000 Penalty: 5257.255859
	Iteration 20F: 3 clusters Score -4674866 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4674953.000000 Penalty: 5257.255859
	Iteration 21Q: 3 clusters Score -4674953 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -4675082.500000 Penalty: 5257.255859
	Iteration 22Q: 3 clusters Score -4675082 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -4675222.000000 Penalty: 5257.255859
	Iteration 23Q: 3 clusters Score -4675222 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -4675364.000000 Penalty: 5257.255859
	Iteration 24Q: 3 clusters Score -4675364 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -4675526.000000 Penalty: 5257.255859
	Iteration 25Q: 3 clusters Score -4675526 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -4675710.000000 Penalty: 5257.255859
	Iteration 26Q: 3 clusters Score -4675710 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -4675910.500000 Penalty: 5257.255859
	Iteration 27Q: 3 clusters Score -4675910 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -4676133.000000 Penalty: 5257.255859
	Iteration 28Q: 3 clusters Score -4676133 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -4676350.000000 Penalty: 5257.255859
	Iteration 29Q: 3 clusters Score -4676350 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -4676579.500000 Penalty: 5257.255859
	Iteration 30Q: 3 clusters Score -4676580 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -4676893.000000 Penalty: 5257.255859
	Iteration 31Q: 3 clusters Score -4676893 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -4677201.500000 Penalty: 5257.255859
	Iteration 32Q: 3 clusters Score -4677202 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4677495.500000 Penalty: 5257.255859
	Iteration 33Q: 3 clusters Score -4677496 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -4677754.000000 Penalty: 5257.255859
	Iteration 34Q: 3 clusters Score -4677754 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4677993.500000 Penalty: 5257.255859
	Iteration 35Q: 3 clusters Score -4677994 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -4678224.000000 Penalty: 5257.255859
	Iteration 36Q: 3 clusters Score -4678224 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -4678459.500000 Penalty: 5257.255859
	Iteration 37Q: 3 clusters Score -4678460 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4678685.000000 Penalty: 5257.255859
	Iteration 38Q: 3 clusters Score -4678685 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -4678933.000000 Penalty: 5257.255859
	Iteration 39Q: 3 clusters Score -4678933 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -4679189.000000 Penalty: 5257.255859
	Iteration 40F: 3 clusters Score -4679189 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -4679414.500000 Penalty: 5257.255859
	Iteration 41Q: 3 clusters Score -4679414 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -4679641.500000 Penalty: 5257.255859
	Iteration 42Q: 3 clusters Score -4679642 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4679841.500000 Penalty: 5257.255859
	Iteration 43Q: 3 clusters Score -4679842 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -4679988.000000 Penalty: 5257.255859
	Iteration 44Q: 3 clusters Score -4679988 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -4680139.500000 Penalty: 5257.255859
	Iteration 45Q: 3 clusters Score -4680140 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -4680267.000000 Penalty: 5257.255859
	Iteration 46Q: 3 clusters Score -4680267 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -4680391.000000 Penalty: 5257.255859
	Iteration 47Q: 3 clusters Score -4680391 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -4680504.500000 Penalty: 5257.255859
	Iteration 48Q: 3 clusters Score -4680504 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -4680614.500000 Penalty: 5257.255859
	Iteration 49Q: 3 clusters Score -4680614 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -4680698.000000 Penalty: 5257.255859
	Iteration 50Q: 3 clusters Score -4680698 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -4680779.500000 Penalty: 5257.255859
	Iteration 51Q: 3 clusters Score -4680780 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -4680853.000000 Penalty: 5257.255859
	Iteration 52Q: 3 clusters Score -4680853 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -4680910.500000 Penalty: 5257.255859
	Iteration 53Q: 3 clusters Score -4680910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -4680949.000000 Penalty: 5257.255859
	Iteration 54Q: 3 clusters Score -4680949 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -4680967.000000 Penalty: 5257.255859
	Iteration 55Q: 3 clusters Score -4680967 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -4680998.000000 Penalty: 5257.255859
	Iteration 56Q: 3 clusters Score -4680998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -4681016.500000 Penalty: 5257.255859
	Iteration 57Q: 3 clusters Score -4681016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -4681037.500000 Penalty: 5257.255859
	Iteration 58Q: 3 clusters Score -4681038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -4681037.000000 Penalty: 5257.255859
	Iteration 59Q: 3 clusters Score -4681037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -4681044.500000 Penalty: 5257.255859
	Iteration 60F: 3 clusters Score -4681044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -4681049.500000 Penalty: 5257.255859
	Iteration 61Q: 3 clusters Score -4681050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -4681061.000000 Penalty: 5257.255859
	Iteration 62Q: 3 clusters Score -4681061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -4681068.500000 Penalty: 5257.255859
	Iteration 63Q: 3 clusters Score -4681068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -4681075.000000 Penalty: 5257.255859
	Iteration 64Q: 3 clusters Score -4681075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -4681074.500000 Penalty: 5257.255859
	Iteration 65Q: 3 clusters Score -4681074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -4681083.000000 Penalty: 5257.255859
	Iteration 66Q: 3 clusters Score -4681083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -4681087.500000 Penalty: 5257.255859
	Iteration 67Q: 3 clusters Score -4681088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -4681090.500000 Penalty: 5257.255859
	Iteration 68Q: 3 clusters Score -4681090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -4681093.000000 Penalty: 5257.255859
	Iteration 69Q: 3 clusters Score -4681093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -4681098.500000 Penalty: 5257.255859
	Iteration 70Q: 3 clusters Score -4681098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -4681105.000000 Penalty: 5257.255859
	Iteration 71Q: 3 clusters Score -4681105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -4681102.500000 Penalty: 5257.255859
	Iteration 72Q: 3 clusters Score -4681102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -4681107.500000 Penalty: 5257.255859
	Iteration 73Q: 3 clusters Score -4681108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -4681118.500000 Penalty: 5257.255859
	Iteration 74Q: 3 clusters Score -4681118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -4681117.500000 Penalty: 5257.255859
	Iteration 75Q: 3 clusters Score -4681118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -4681119.500000 Penalty: 5257.255859
	Iteration 76Q: 3 clusters Score -4681120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -4681121.000000 Penalty: 5257.255859
	Iteration 77Q: 3 clusters Score -4681121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -4681127.500000 Penalty: 5257.255859
	Iteration 78Q: 3 clusters Score -4681128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -4681134.000000 Penalty: 5257.255859
	Iteration 79Q: 3 clusters Score -4681134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -4681135.000000 Penalty: 5257.255859
	Iteration 80F: 3 clusters Score -4681135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -4681139.000000 Penalty: 5257.255859
	Iteration 81Q: 3 clusters Score -4681139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -4681144.000000 Penalty: 5257.255859
	Iteration 82Q: 3 clusters Score -4681144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -4681152.000000 Penalty: 5257.255859
	Iteration 83Q: 3 clusters Score -4681152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -4681153.500000 Penalty: 5257.255859
	Iteration 84Q: 3 clusters Score -4681154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -4681158.000000 Penalty: 5257.255859
	Iteration 85Q: 3 clusters Score -4681158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -4681174.500000 Penalty: 5257.255859
	Iteration 86Q: 3 clusters Score -4681174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -4681182.000000 Penalty: 5257.255859
	Iteration 87Q: 3 clusters Score -4681182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -4681189.000000 Penalty: 5257.255859
	Iteration 88Q: 3 clusters Score -4681189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -4681192.000000 Penalty: 5257.255859
	Iteration 89Q: 3 clusters Score -4681192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -4681192.500000 Penalty: 5257.255859
	Iteration 90Q: 3 clusters Score -4681192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -4681204.000000 Penalty: 5257.255859
	Iteration 91Q: 3 clusters Score -4681204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -4681209.000000 Penalty: 5257.255859
	Iteration 92Q: 3 clusters Score -4681209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -4681223.000000 Penalty: 5257.255859
	Iteration 93Q: 3 clusters Score -4681223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -4681225.000000 Penalty: 5257.255859
	Iteration 94Q: 3 clusters Score -4681225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -4681233.000000 Penalty: 5257.255859
	Iteration 95Q: 3 clusters Score -4681233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -4681234.500000 Penalty: 5257.255859
	Iteration 96Q: 3 clusters Score -4681234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -4681238.500000 Penalty: 5257.255859
	Iteration 97Q: 3 clusters Score -4681238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -4681238.500000 Penalty: 5257.255859
	Iteration 98F: 3 clusters Score -4681238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -329722.843750 Penalty: 1973.900513
	Iteration 0F: 2 clusters Score -329722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -326482.281250 Penalty: 3947.801025
	Iteration 0F: 3 clusters Score -326482.3 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -327145.187500 Penalty: 3947.801025
	Iteration 1F: 3 clusters Score -327145.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -327308.781250 Penalty: 3947.801025
	Iteration 2F: 3 clusters Score -327308.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -327408.062500 Penalty: 3947.801025
	Iteration 3Q: 3 clusters Score -327408.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -327486.031250 Penalty: 3947.801025
	Iteration 4Q: 3 clusters Score -327486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -327529.500000 Penalty: 3947.801025
	Iteration 5Q: 3 clusters Score -327529.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -327562.875000 Penalty: 3947.801025
	Iteration 6Q: 3 clusters Score -327562.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -327592.843750 Penalty: 3947.801025
	Iteration 7Q: 3 clusters Score -327592.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -327616.218750 Penalty: 3947.801025
	Iteration 8Q: 3 clusters Score -327616.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -327637.406250 Penalty: 3947.801025
	Iteration 9Q: 3 clusters Score -327637.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -327657.062500 Penalty: 3947.801025
	Iteration 10Q: 3 clusters Score -327657.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -327673.750000 Penalty: 3947.801025
	Iteration 11Q: 3 clusters Score -327673.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -327695.156250 Penalty: 3947.801025
	Iteration 12Q: 3 clusters Score -327695.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -327715.281250 Penalty: 3947.801025
	Iteration 13Q: 3 clusters Score -327715.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -327733.531250 Penalty: 3947.801025
	Iteration 14Q: 3 clusters Score -327733.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -327751.750000 Penalty: 3947.801025
	Iteration 15Q: 3 clusters Score -327751.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -327771.812500 Penalty: 3947.801025
	Iteration 16Q: 3 clusters Score -327771.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -327790.312500 Penalty: 3947.801025
	Iteration 17Q: 3 clusters Score -327790.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -327808.187500 Penalty: 3947.801025
	Iteration 18Q: 3 clusters Score -327808.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -327835.031250 Penalty: 3947.801025
	Iteration 19Q: 3 clusters Score -327835 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -327877.250000 Penalty: 3947.801025
	Iteration 20F: 3 clusters Score -327877.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -327946.843750 Penalty: 3947.801025
	Iteration 21Q: 3 clusters Score -327946.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -328049.781250 Penalty: 3947.801025
	Iteration 22Q: 3 clusters Score -328049.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -328172.500000 Penalty: 3947.801025
	Iteration 23Q: 3 clusters Score -328172.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -328260.125000 Penalty: 3947.801025
	Iteration 24Q: 3 clusters Score -328260.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -328327.906250 Penalty: 3947.801025
	Iteration 25Q: 3 clusters Score -328327.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -328396.093750 Penalty: 3947.801025
	Iteration 26Q: 3 clusters Score -328396.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -328459.812500 Penalty: 3947.801025
	Iteration 27Q: 3 clusters Score -328459.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -328508.687500 Penalty: 3947.801025
	Iteration 28Q: 3 clusters Score -328508.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -328560.687500 Penalty: 3947.801025
	Iteration 29Q: 3 clusters Score -328560.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -328627.125000 Penalty: 3947.801025
	Iteration 30Q: 3 clusters Score -328627.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -328693.343750 Penalty: 3947.801025
	Iteration 31Q: 3 clusters Score -328693.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -328727.531250 Penalty: 3947.801025
	Iteration 32Q: 3 clusters Score -328727.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -328761.718750 Penalty: 3947.801025
	Iteration 33Q: 3 clusters Score -328761.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -328787.062500 Penalty: 3947.801025
	Iteration 34Q: 3 clusters Score -328787.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -328817.843750 Penalty: 3947.801025
	Iteration 35Q: 3 clusters Score -328817.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -328843.406250 Penalty: 3947.801025
	Iteration 36Q: 3 clusters Score -328843.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -328861.625000 Penalty: 3947.801025
	Iteration 37Q: 3 clusters Score -328861.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -328876.718750 Penalty: 3947.801025
	Iteration 38Q: 3 clusters Score -328876.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -328888.468750 Penalty: 3947.801025
	Iteration 39Q: 3 clusters Score -328888.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -328893.156250 Penalty: 3947.801025
	Iteration 40F: 3 clusters Score -328893.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -328896.125000 Penalty: 3947.801025
	Iteration 41Q: 3 clusters Score -328896.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -328899.468750 Penalty: 3947.801025
	Iteration 42Q: 3 clusters Score -328899.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -328903.843750 Penalty: 3947.801025
	Iteration 43Q: 3 clusters Score -328903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -328904.718750 Penalty: 3947.801025
	Iteration 44Q: 3 clusters Score -328904.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -328908.812500 Penalty: 3947.801025
	Iteration 45Q: 3 clusters Score -328908.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -328914.906250 Penalty: 3947.801025
	Iteration 46Q: 3 clusters Score -328914.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -328923.656250 Penalty: 3947.801025
	Iteration 47Q: 3 clusters Score -328923.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -328929.875000 Penalty: 3947.801025
	Iteration 48Q: 3 clusters Score -328929.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -328933.468750 Penalty: 3947.801025
	Iteration 49Q: 3 clusters Score -328933.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -328937.468750 Penalty: 3947.801025
	Iteration 50Q: 3 clusters Score -328937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -328940.562500 Penalty: 3947.801025
	Iteration 51Q: 3 clusters Score -328940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -328941.437500 Penalty: 3947.801025
	Iteration 52Q: 3 clusters Score -328941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -328942.781250 Penalty: 3947.801025
	Iteration 53Q: 3 clusters Score -328942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -328944.125000 Penalty: 3947.801025
	Iteration 54Q: 3 clusters Score -328944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -328945.218750 Penalty: 3947.801025
	Iteration 55Q: 3 clusters Score -328945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -328945.218750 Penalty: 3947.801025
	Iteration 56F: 3 clusters Score -328945.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -47584.332031 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -47584.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46139.437500 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -46139.44 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46313.480469 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -46313.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46365.960938 Penalty: 3040.009033
	Iteration 2Q: 3 clusters Score -46365.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46387.171875 Penalty: 3040.009033
	Iteration 3Q: 3 clusters Score -46387.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46398.785156 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -46398.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46398.785156 Penalty: 3040.009033
	Iteration 5F: 3 clusters Score -46398.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Entering Unmasked Estep 
Score: -4878476.500000 Penalty: 2647.212402
	Iteration 0F: 2 clusters Score -4878476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -4849250.000000 Penalty: 5294.424805
	Iteration 0F: 3 clusters Score -4849250 nChanged 19798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -4859873.500000 Penalty: 5294.424805
	Iteration 1F: 3 clusters Score -4859874 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -4860403.000000 Penalty: 5294.424805
	Iteration 2Q: 3 clusters Score -4860403 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4860877.500000 Penalty: 5294.424805
	Iteration 3Q: 3 clusters Score -4860878 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -4861314.500000 Penalty: 5294.424805
	Iteration 4Q: 3 clusters Score -4861314 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -4861773.500000 Penalty: 5294.424805
	Iteration 5Q: 3 clusters Score -4861774 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4862488.500000 Penalty: 5294.424805
	Iteration 6Q: 3 clusters Score -4862488 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -4863435.500000 Penalty: 5294.424805
	Iteration 7Q: 3 clusters Score -4863436 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -4864773.000000 Penalty: 5294.424805
	Iteration 8F: 3 clusters Score -4864773 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -4866542.500000 Penalty: 5294.424805
	Iteration 9F: 3 clusters Score -4866542 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -4868711.500000 Penalty: 5294.424805
	Iteration 10F: 3 clusters Score -4868712 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -4870983.000000 Penalty: 5294.424805
	Iteration 11F: 3 clusters Score -4870983 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -4872993.000000 Penalty: 5294.424805
	Iteration 12F: 3 clusters Score -4872993 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4874595.500000 Penalty: 5294.424805
	Iteration 13Q: 3 clusters Score -4874596 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4875640.000000 Penalty: 5294.424805
	Iteration 14Q: 3 clusters Score -4875640 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4876145.000000 Penalty: 5294.424805
	Iteration 15Q: 3 clusters Score -4876145 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4876334.000000 Penalty: 5294.424805
	Iteration 16Q: 3 clusters Score -4876334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4876429.500000 Penalty: 5294.424805
	Iteration 17Q: 3 clusters Score -4876430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4876474.000000 Penalty: 5294.424805
	Iteration 18Q: 3 clusters Score -4876474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4876507.000000 Penalty: 5294.424805
	Iteration 19Q: 3 clusters Score -4876507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4876539.000000 Penalty: 5294.424805
	Iteration 20F: 3 clusters Score -4876539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4876550.500000 Penalty: 5294.424805
	Iteration 21Q: 3 clusters Score -4876550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4876556.500000 Penalty: 5294.424805
	Iteration 22Q: 3 clusters Score -4876556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4876560.000000 Penalty: 5294.424805
	Iteration 23Q: 3 clusters Score -4876560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4876562.000000 Penalty: 5294.424805
	Iteration 24Q: 3 clusters Score -4876562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4876562.000000 Penalty: 5294.424805
	Iteration 25F: 3 clusters Score -4876562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -178760.265625 Penalty: 1861.225586
	Iteration 0F: 2 clusters Score -178760.3 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 890 members 
Entering Unmasked Estep 
Score: -176319.312500 Penalty: 3722.451172
	Iteration 0F: 3 clusters Score -176319.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -177185.140625 Penalty: 3722.451172
	Iteration 1F: 3 clusters Score -177185.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -178094.171875 Penalty: 3722.451172
	Iteration 2F: 3 clusters Score -178094.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -179115.453125 Penalty: 3722.451172
	Iteration 3F: 3 clusters Score -179115.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -179868.625000 Penalty: 3722.451172
	Iteration 4F: 3 clusters Score -179868.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -180603.234375 Penalty: 3722.451172
	Iteration 5F: 3 clusters Score -180603.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -181189.812500 Penalty: 3722.451172
	Iteration 6F: 3 clusters Score -181189.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -181356.484375 Penalty: 3722.451172
	Iteration 7Q: 3 clusters Score -181356.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -181397.468750 Penalty: 3722.451172
	Iteration 8Q: 3 clusters Score -181397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -181399.296875 Penalty: 3722.451172
	Iteration 9Q: 3 clusters Score -181399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -181401.187500 Penalty: 3722.451172
	Iteration 10Q: 3 clusters Score -181401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -181401.875000 Penalty: 3722.451172
	Iteration 11Q: 3 clusters Score -181401.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -181401.875000 Penalty: 3722.451172
	Iteration 12F: 3 clusters Score -181401.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 193458 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 67021 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 14995 members 
Mstep: Class 9 contains 4877 members 
Mstep: Class 10 contains 40107 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43228 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 71807 members 
Mstep: Class 16 contains 19565 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 4563 members 
Mstep: Class 19 contains 6111 members 
Mstep: Class 20 contains 326606 members 
Mstep: Class 21 contains 2387 members 
Mstep: Class 22 contains 286 members 
Mstep: Class 23 contains 874 members 
Entering Unmasked Estep 
Score: -92649048.000000 Penalty: 77671.265625
Splitting cluster 14 changes total score from -92647312.000000 to -92649048.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (71807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Entering Unmasked Estep 
Score: -8336975.000000 Penalty: 2773.070801
	Iteration 0F: 2 clusters Score -8336975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -8289044.000000 Penalty: 5546.141602
	Iteration 0F: 3 clusters Score -8289044 nChanged 33489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -8309436.500000 Penalty: 5546.141602
	Iteration 1F: 3 clusters Score -8309436 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -8314249.000000 Penalty: 5546.141602
	Iteration 2F: 3 clusters Score -8314249 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -8320222.000000 Penalty: 5546.141602
	Iteration 3F: 3 clusters Score -8320222 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -8326355.000000 Penalty: 5546.141602
	Iteration 4F: 3 clusters Score -8326355 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -8332455.000000 Penalty: 5546.141602
	Iteration 5F: 3 clusters Score -8332455 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -8337740.500000 Penalty: 5546.141602
	Iteration 6F: 3 clusters Score -8337740 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -8341440.500000 Penalty: 5546.141602
	Iteration 7F: 3 clusters Score -8341440 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -8344114.500000 Penalty: 5546.141602
	Iteration 8Q: 3 clusters Score -8344114 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -8345652.000000 Penalty: 5546.141602
	Iteration 9Q: 3 clusters Score -8345652 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -8346320.000000 Penalty: 5546.141602
	Iteration 10Q: 3 clusters Score -8346320 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -8346714.000000 Penalty: 5546.141602
	Iteration 11Q: 3 clusters Score -8346714 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -8346897.000000 Penalty: 5546.141602
	Iteration 12Q: 3 clusters Score -8346897 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -8347062.000000 Penalty: 5546.141602
	Iteration 13Q: 3 clusters Score -8347062 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -8347157.500000 Penalty: 5546.141602
	Iteration 14Q: 3 clusters Score -8347158 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -8347255.000000 Penalty: 5546.141602
	Iteration 15Q: 3 clusters Score -8347255 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -8347284.000000 Penalty: 5546.141602
	Iteration 16Q: 3 clusters Score -8347284 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -8347313.500000 Penalty: 5546.141602
	Iteration 17Q: 3 clusters Score -8347314 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -8347349.500000 Penalty: 5546.141602
	Iteration 18Q: 3 clusters Score -8347350 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 63734 members 
Entering Unmasked Estep 
Score: -8347374.500000 Penalty: 5546.141602
	Iteration 19Q: 3 clusters Score -8347374 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -8347362.500000 Penalty: 5546.141602
	Iteration 20F: 3 clusters Score -8347362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -8347374.000000 Penalty: 5546.141602
	Iteration 21Q: 3 clusters Score -8347374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
Score: -8347373.000000 Penalty: 5546.141602
	Iteration 22Q: 3 clusters Score -8347373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -8347362.000000 Penalty: 5546.141602
	Iteration 23Q: 3 clusters Score -8347362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -8347360.500000 Penalty: 5546.141602
	Iteration 24Q: 3 clusters Score -8347360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -8347364.000000 Penalty: 5546.141602
	Iteration 25Q: 3 clusters Score -8347364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -8347368.000000 Penalty: 5546.141602
	Iteration 26Q: 3 clusters Score -8347368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -8347355.500000 Penalty: 5546.141602
	Iteration 27Q: 3 clusters Score -8347356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 64020 members 
Entering Unmasked Estep 
Score: -8347365.500000 Penalty: 5546.141602
	Iteration 28Q: 3 clusters Score -8347366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -8347372.500000 Penalty: 5546.141602
	Iteration 29Q: 3 clusters Score -8347372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -8347367.500000 Penalty: 5546.141602
	Iteration 30Q: 3 clusters Score -8347368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -8347377.000000 Penalty: 5546.141602
	Iteration 31Q: 3 clusters Score -8347377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -8347371.500000 Penalty: 5546.141602
	Iteration 32Q: 3 clusters Score -8347372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -8347371.500000 Penalty: 5546.141602
	Iteration 33F: 3 clusters Score -8347372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 193458 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 67021 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 14995 members 
Mstep: Class 9 contains 4877 members 
Mstep: Class 10 contains 40107 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43228 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 7759 members 
Mstep: Class 16 contains 19565 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 4563 members 
Mstep: Class 19 contains 6111 members 
Mstep: Class 20 contains 326606 members 
Mstep: Class 21 contains 2387 members 
Mstep: Class 22 contains 286 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 64048 members 
Entering Unmasked Estep 
Score: -92658224.000000 Penalty: 81048.273438
Splitting cluster 15 changes total score from -92647312.000000 to -92658224.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (19565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Entering Unmasked Estep 
Score: -2296891.000000 Penalty: 2450.611328
	Iteration 0F: 2 clusters Score -2296891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2283041.000000 Penalty: 4901.222656
	Iteration 0F: 3 clusters Score -2283041 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2287706.750000 Penalty: 4901.222656
	Iteration 1F: 3 clusters Score -2287707 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2288119.500000 Penalty: 4901.222656
	Iteration 2F: 3 clusters Score -2288120 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2288528.500000 Penalty: 4901.222656
	Iteration 3Q: 3 clusters Score -2288528 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2288966.750000 Penalty: 4901.222656
	Iteration 4Q: 3 clusters Score -2288967 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2289423.500000 Penalty: 4901.222656
	Iteration 5Q: 3 clusters Score -2289424 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2289896.000000 Penalty: 4901.222656
	Iteration 6Q: 3 clusters Score -2289896 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2290438.750000 Penalty: 4901.222656
	Iteration 7Q: 3 clusters Score -2290439 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2290986.500000 Penalty: 4901.222656
	Iteration 8Q: 3 clusters Score -2290986 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2291545.750000 Penalty: 4901.222656
	Iteration 9Q: 3 clusters Score -2291546 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2292104.250000 Penalty: 4901.222656
	Iteration 10Q: 3 clusters Score -2292104 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2292616.750000 Penalty: 4901.222656
	Iteration 11Q: 3 clusters Score -2292617 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2293040.000000 Penalty: 4901.222656
	Iteration 12Q: 3 clusters Score -2293040 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2293389.000000 Penalty: 4901.222656
	Iteration 13Q: 3 clusters Score -2293389 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2293649.750000 Penalty: 4901.222656
	Iteration 14Q: 3 clusters Score -2293650 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2293818.250000 Penalty: 4901.222656
	Iteration 15Q: 3 clusters Score -2293818 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2293946.750000 Penalty: 4901.222656
	Iteration 16Q: 3 clusters Score -2293947 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2294045.500000 Penalty: 4901.222656
	Iteration 17Q: 3 clusters Score -2294046 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2294138.250000 Penalty: 4901.222656
	Iteration 18Q: 3 clusters Score -2294138 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2294211.750000 Penalty: 4901.222656
	Iteration 19Q: 3 clusters Score -2294212 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2294260.250000 Penalty: 4901.222656
	Iteration 20F: 3 clusters Score -2294260 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2294310.750000 Penalty: 4901.222656
	Iteration 21Q: 3 clusters Score -2294311 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2294344.250000 Penalty: 4901.222656
	Iteration 22Q: 3 clusters Score -2294344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2294376.000000 Penalty: 4901.222656
	Iteration 23Q: 3 clusters Score -2294376 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2294412.250000 Penalty: 4901.222656
	Iteration 24Q: 3 clusters Score -2294412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2294433.000000 Penalty: 4901.222656
	Iteration 25Q: 3 clusters Score -2294433 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2294455.500000 Penalty: 4901.222656
	Iteration 26Q: 3 clusters Score -2294456 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2294474.000000 Penalty: 4901.222656
	Iteration 27Q: 3 clusters Score -2294474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2294494.750000 Penalty: 4901.222656
	Iteration 28Q: 3 clusters Score -2294495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2294511.250000 Penalty: 4901.222656
	Iteration 29Q: 3 clusters Score -2294511 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2294522.750000 Penalty: 4901.222656
	Iteration 30Q: 3 clusters Score -2294523 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2294537.500000 Penalty: 4901.222656
	Iteration 31Q: 3 clusters Score -2294538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2294547.750000 Penalty: 4901.222656
	Iteration 32Q: 3 clusters Score -2294548 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2294576.000000 Penalty: 4901.222656
	Iteration 33Q: 3 clusters Score -2294576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2294590.000000 Penalty: 4901.222656
	Iteration 34Q: 3 clusters Score -2294590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2294597.000000 Penalty: 4901.222656
	Iteration 35Q: 3 clusters Score -2294597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2294617.250000 Penalty: 4901.222656
	Iteration 36Q: 3 clusters Score -2294617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2294622.750000 Penalty: 4901.222656
	Iteration 37Q: 3 clusters Score -2294623 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2294639.250000 Penalty: 4901.222656
	Iteration 38Q: 3 clusters Score -2294639 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2294653.750000 Penalty: 4901.222656
	Iteration 39Q: 3 clusters Score -2294654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2294661.750000 Penalty: 4901.222656
	Iteration 40F: 3 clusters Score -2294662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2294675.500000 Penalty: 4901.222656
	Iteration 41Q: 3 clusters Score -2294676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2294688.750000 Penalty: 4901.222656
	Iteration 42Q: 3 clusters Score -2294689 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2294702.000000 Penalty: 4901.222656
	Iteration 43Q: 3 clusters Score -2294702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2294710.250000 Penalty: 4901.222656
	Iteration 44Q: 3 clusters Score -2294710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2294716.500000 Penalty: 4901.222656
	Iteration 45Q: 3 clusters Score -2294716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2294728.750000 Penalty: 4901.222656
	Iteration 46Q: 3 clusters Score -2294729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2294729.500000 Penalty: 4901.222656
	Iteration 47Q: 3 clusters Score -2294730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2294736.250000 Penalty: 4901.222656
	Iteration 48Q: 3 clusters Score -2294736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2294738.750000 Penalty: 4901.222656
	Iteration 49Q: 3 clusters Score -2294739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2294741.000000 Penalty: 4901.222656
	Iteration 50Q: 3 clusters Score -2294741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2294739.250000 Penalty: 4901.222656
	Iteration 51Q: 3 clusters Score -2294739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2294743.250000 Penalty: 4901.222656
	Iteration 52Q: 3 clusters Score -2294743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2294745.500000 Penalty: 4901.222656
	Iteration 53Q: 3 clusters Score -2294746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2294745.000000 Penalty: 4901.222656
	Iteration 54Q: 3 clusters Score -2294745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2294747.750000 Penalty: 4901.222656
	Iteration 55Q: 3 clusters Score -2294748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2294746.000000 Penalty: 4901.222656
	Iteration 56Q: 3 clusters Score -2294746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2294746.750000 Penalty: 4901.222656
	Iteration 57Q: 3 clusters Score -2294747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2294748.000000 Penalty: 4901.222656
	Iteration 58Q: 3 clusters Score -2294748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2294748.250000 Penalty: 4901.222656
	Iteration 59Q: 3 clusters Score -2294748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2294749.250000 Penalty: 4901.222656
	Iteration 60F: 3 clusters Score -2294749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2294754.500000 Penalty: 4901.222656
	Iteration 61Q: 3 clusters Score -2294754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2294756.250000 Penalty: 4901.222656
	Iteration 62Q: 3 clusters Score -2294756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2294760.000000 Penalty: 4901.222656
	Iteration 63Q: 3 clusters Score -2294760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2294764.000000 Penalty: 4901.222656
	Iteration 64Q: 3 clusters Score -2294764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2294766.500000 Penalty: 4901.222656
	Iteration 65Q: 3 clusters Score -2294766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2294769.750000 Penalty: 4901.222656
	Iteration 66Q: 3 clusters Score -2294770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2294771.750000 Penalty: 4901.222656
	Iteration 67Q: 3 clusters Score -2294772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2294773.250000 Penalty: 4901.222656
	Iteration 68Q: 3 clusters Score -2294773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2294772.500000 Penalty: 4901.222656
	Iteration 69Q: 3 clusters Score -2294772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2294772.500000 Penalty: 4901.222656
	Iteration 70F: 3 clusters Score -2294772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -59138.984375 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -59138.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57574.656250 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -57574.66 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57748.359375 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -57748.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57806.984375 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -57806.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57825.273438 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -57825.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57826.796875 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -57826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57826.796875 Penalty: 3116.004150
	Iteration 5F: 3 clusters Score -57826.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Entering Unmasked Estep 
Score: -503500.937500 Penalty: 2089.582520
	Iteration 0F: 2 clusters Score -503500.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -499269.656250 Penalty: 4179.165039
	Iteration 0F: 3 clusters Score -499269.7 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -500273.031250 Penalty: 4179.165039
	Iteration 1F: 3 clusters Score -500273 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -500538.093750 Penalty: 4179.165039
	Iteration 2F: 3 clusters Score -500538.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -500765.687500 Penalty: 4179.165039
	Iteration 3F: 3 clusters Score -500765.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -500941.656250 Penalty: 4179.165039
	Iteration 4Q: 3 clusters Score -500941.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -501091.593750 Penalty: 4179.165039
	Iteration 5Q: 3 clusters Score -501091.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -501225.218750 Penalty: 4179.165039
	Iteration 6Q: 3 clusters Score -501225.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -501353.468750 Penalty: 4179.165039
	Iteration 7Q: 3 clusters Score -501353.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -501466.281250 Penalty: 4179.165039
	Iteration 8Q: 3 clusters Score -501466.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -501582.718750 Penalty: 4179.165039
	Iteration 9Q: 3 clusters Score -501582.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -501667.187500 Penalty: 4179.165039
	Iteration 10Q: 3 clusters Score -501667.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -501746.218750 Penalty: 4179.165039
	Iteration 11Q: 3 clusters Score -501746.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -501822.875000 Penalty: 4179.165039
	Iteration 12Q: 3 clusters Score -501822.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -501880.093750 Penalty: 4179.165039
	Iteration 13Q: 3 clusters Score -501880.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -501920.156250 Penalty: 4179.165039
	Iteration 14Q: 3 clusters Score -501920.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -501961.531250 Penalty: 4179.165039
	Iteration 15Q: 3 clusters Score -501961.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -502001.812500 Penalty: 4179.165039
	Iteration 16Q: 3 clusters Score -502001.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -502041.906250 Penalty: 4179.165039
	Iteration 17Q: 3 clusters Score -502041.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -502084.593750 Penalty: 4179.165039
	Iteration 18Q: 3 clusters Score -502084.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -502125.593750 Penalty: 4179.165039
	Iteration 19Q: 3 clusters Score -502125.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -502156.718750 Penalty: 4179.165039
	Iteration 20F: 3 clusters Score -502156.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -502179.750000 Penalty: 4179.165039
	Iteration 21Q: 3 clusters Score -502179.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -502191.968750 Penalty: 4179.165039
	Iteration 22Q: 3 clusters Score -502192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -502201.375000 Penalty: 4179.165039
	Iteration 23Q: 3 clusters Score -502201.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -502209.531250 Penalty: 4179.165039
	Iteration 24Q: 3 clusters Score -502209.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -502215.500000 Penalty: 4179.165039
	Iteration 25Q: 3 clusters Score -502215.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -502218.687500 Penalty: 4179.165039
	Iteration 26Q: 3 clusters Score -502218.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -502221.250000 Penalty: 4179.165039
	Iteration 27Q: 3 clusters Score -502221.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -502221.406250 Penalty: 4179.165039
	Iteration 28Q: 3 clusters Score -502221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -502222.718750 Penalty: 4179.165039
	Iteration 29Q: 3 clusters Score -502222.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -502226.468750 Penalty: 4179.165039
	Iteration 30Q: 3 clusters Score -502226.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -502230.375000 Penalty: 4179.165039
	Iteration 31Q: 3 clusters Score -502230.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -502235.687500 Penalty: 4179.165039
	Iteration 32Q: 3 clusters Score -502235.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -502240.468750 Penalty: 4179.165039
	Iteration 33Q: 3 clusters Score -502240.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -502244.250000 Penalty: 4179.165039
	Iteration 34Q: 3 clusters Score -502244.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -502247.625000 Penalty: 4179.165039
	Iteration 35Q: 3 clusters Score -502247.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -502252.687500 Penalty: 4179.165039
	Iteration 36Q: 3 clusters Score -502252.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -502256.343750 Penalty: 4179.165039
	Iteration 37Q: 3 clusters Score -502256.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -502259.968750 Penalty: 4179.165039
	Iteration 38Q: 3 clusters Score -502260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -502261.531250 Penalty: 4179.165039
	Iteration 39Q: 3 clusters Score -502261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -502261.468750 Penalty: 4179.165039
	Iteration 40F: 3 clusters Score -502261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -502263.562500 Penalty: 4179.165039
	Iteration 41Q: 3 clusters Score -502263.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -502265.281250 Penalty: 4179.165039
	Iteration 42Q: 3 clusters Score -502265.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -502267.250000 Penalty: 4179.165039
	Iteration 43Q: 3 clusters Score -502267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -502267.281250 Penalty: 4179.165039
	Iteration 44Q: 3 clusters Score -502267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -502268.562500 Penalty: 4179.165039
	Iteration 45Q: 3 clusters Score -502268.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -502268.468750 Penalty: 4179.165039
	Iteration 46Q: 3 clusters Score -502268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -502268.875000 Penalty: 4179.165039
	Iteration 47Q: 3 clusters Score -502268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -502269.218750 Penalty: 4179.165039
	Iteration 48Q: 3 clusters Score -502269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -502269.281250 Penalty: 4179.165039
	Iteration 49Q: 3 clusters Score -502269.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -502271.812500 Penalty: 4179.165039
	Iteration 50Q: 3 clusters Score -502271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -502271.406250 Penalty: 4179.165039
	Iteration 51Q: 3 clusters Score -502271.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -502271.968750 Penalty: 4179.165039
	Iteration 52Q: 3 clusters Score -502272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -502272.687500 Penalty: 4179.165039
	Iteration 53Q: 3 clusters Score -502272.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -502272.687500 Penalty: 4179.165039
	Iteration 54F: 3 clusters Score -502272.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -696329.187500 Penalty: 2162.025879
	Iteration 0F: 2 clusters Score -696329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -691123.875000 Penalty: 4324.051758
	Iteration 0F: 3 clusters Score -691123.9 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -692372.312500 Penalty: 4324.051758
	Iteration 1F: 3 clusters Score -692372.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -692565.187500 Penalty: 4324.051758
	Iteration 2F: 3 clusters Score -692565.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -692723.187500 Penalty: 4324.051758
	Iteration 3Q: 3 clusters Score -692723.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -692835.062500 Penalty: 4324.051758
	Iteration 4Q: 3 clusters Score -692835.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -692915.062500 Penalty: 4324.051758
	Iteration 5Q: 3 clusters Score -692915.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -692980.000000 Penalty: 4324.051758
	Iteration 6Q: 3 clusters Score -692980 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -693029.187500 Penalty: 4324.051758
	Iteration 7Q: 3 clusters Score -693029.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -693085.812500 Penalty: 4324.051758
	Iteration 8Q: 3 clusters Score -693085.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -693144.125000 Penalty: 4324.051758
	Iteration 9Q: 3 clusters Score -693144.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -693207.375000 Penalty: 4324.051758
	Iteration 10Q: 3 clusters Score -693207.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -693275.187500 Penalty: 4324.051758
	Iteration 11Q: 3 clusters Score -693275.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -693330.875000 Penalty: 4324.051758
	Iteration 12Q: 3 clusters Score -693330.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -693406.500000 Penalty: 4324.051758
	Iteration 13Q: 3 clusters Score -693406.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -693481.687500 Penalty: 4324.051758
	Iteration 14Q: 3 clusters Score -693481.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -693561.687500 Penalty: 4324.051758
	Iteration 15Q: 3 clusters Score -693561.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -693639.312500 Penalty: 4324.051758
	Iteration 16Q: 3 clusters Score -693639.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -693713.250000 Penalty: 4324.051758
	Iteration 17Q: 3 clusters Score -693713.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -693790.625000 Penalty: 4324.051758
	Iteration 18Q: 3 clusters Score -693790.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -693862.750000 Penalty: 4324.051758
	Iteration 19Q: 3 clusters Score -693862.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -693932.312500 Penalty: 4324.051758
	Iteration 20F: 3 clusters Score -693932.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -694009.000000 Penalty: 4324.051758
	Iteration 21Q: 3 clusters Score -694009 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -694085.937500 Penalty: 4324.051758
	Iteration 22Q: 3 clusters Score -694085.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -694143.937500 Penalty: 4324.051758
	Iteration 23Q: 3 clusters Score -694143.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -694198.500000 Penalty: 4324.051758
	Iteration 24Q: 3 clusters Score -694198.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -694237.437500 Penalty: 4324.051758
	Iteration 25Q: 3 clusters Score -694237.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -694262.750000 Penalty: 4324.051758
	Iteration 26Q: 3 clusters Score -694262.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -694282.000000 Penalty: 4324.051758
	Iteration 27Q: 3 clusters Score -694282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -694305.250000 Penalty: 4324.051758
	Iteration 28Q: 3 clusters Score -694305.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -694319.875000 Penalty: 4324.051758
	Iteration 29Q: 3 clusters Score -694319.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -694332.375000 Penalty: 4324.051758
	Iteration 30Q: 3 clusters Score -694332.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -694342.000000 Penalty: 4324.051758
	Iteration 31Q: 3 clusters Score -694342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -694350.250000 Penalty: 4324.051758
	Iteration 32Q: 3 clusters Score -694350.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -694358.750000 Penalty: 4324.051758
	Iteration 33Q: 3 clusters Score -694358.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -694369.125000 Penalty: 4324.051758
	Iteration 34Q: 3 clusters Score -694369.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -694379.250000 Penalty: 4324.051758
	Iteration 35Q: 3 clusters Score -694379.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -694387.062500 Penalty: 4324.051758
	Iteration 36Q: 3 clusters Score -694387.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -694393.937500 Penalty: 4324.051758
	Iteration 37Q: 3 clusters Score -694393.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -694399.125000 Penalty: 4324.051758
	Iteration 38Q: 3 clusters Score -694399.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -694403.500000 Penalty: 4324.051758
	Iteration 39Q: 3 clusters Score -694403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -694403.937500 Penalty: 4324.051758
	Iteration 40F: 3 clusters Score -694403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -694408.000000 Penalty: 4324.051758
	Iteration 41Q: 3 clusters Score -694408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -694410.750000 Penalty: 4324.051758
	Iteration 42Q: 3 clusters Score -694410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -694412.187500 Penalty: 4324.051758
	Iteration 43Q: 3 clusters Score -694412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -694413.000000 Penalty: 4324.051758
	Iteration 44Q: 3 clusters Score -694413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -694412.875000 Penalty: 4324.051758
	Iteration 45Q: 3 clusters Score -694412.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -694412.875000 Penalty: 4324.051758
	Iteration 46F: 3 clusters Score -694412.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (326606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326606 members 
Entering Unmasked Estep 
Score: -37412196.000000 Penalty: 3148.734619
	Iteration 0F: 2 clusters Score -3.74122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162768 members 
Mstep: Class 2 contains 163838 members 
Entering Unmasked Estep 
Score: -37230048.000000 Penalty: 6297.469238
	Iteration 0F: 3 clusters Score -3.723005e+07 nChanged 158342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151898 members 
Mstep: Class 2 contains 174708 members 
Entering Unmasked Estep 
Score: -37324648.000000 Penalty: 6297.469238
	Iteration 1F: 3 clusters Score -3.732465e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145585 members 
Mstep: Class 2 contains 181021 members 
Entering Unmasked Estep 
Score: -37326904.000000 Penalty: 6297.469238
	Iteration 2Q: 3 clusters Score -3.73269e+07 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135780 members 
Mstep: Class 2 contains 190826 members 
Entering Unmasked Estep 
Score: -37330708.000000 Penalty: 6297.469238
	Iteration 3Q: 3 clusters Score -3.733071e+07 nChanged 15878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120970 members 
Mstep: Class 2 contains 205636 members 
Entering Unmasked Estep 
Score: -37338096.000000 Penalty: 6297.469238
	Iteration 4Q: 3 clusters Score -3.73381e+07 nChanged 21636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99820 members 
Mstep: Class 2 contains 226786 members 
Entering Unmasked Estep 
Score: -37352204.000000 Penalty: 6297.469238
	Iteration 5F: 3 clusters Score -3.73522e+07 nChanged 27129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 253773 members 
Entering Unmasked Estep 
Score: -37374828.000000 Penalty: 6297.469238
	Iteration 6F: 3 clusters Score -3.737483e+07 nChanged 28119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 281814 members 
Entering Unmasked Estep 
Score: -37400400.000000 Penalty: 6297.469238
	Iteration 7F: 3 clusters Score -3.74004e+07 nChanged 21669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 303473 members 
Entering Unmasked Estep 
Score: -37415656.000000 Penalty: 6297.469238
	Iteration 8F: 3 clusters Score -3.741566e+07 nChanged 12822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 316287 members 
Entering Unmasked Estep 
Score: -37415288.000000 Penalty: 6297.469238
	Iteration 9Q: 3 clusters Score -3.741529e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 322476 members 
Entering Unmasked Estep 
Score: -37412336.000000 Penalty: 6297.469238
	Iteration 10Q: 3 clusters Score -3.741234e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 324887 members 
Entering Unmasked Estep 
Score: -37410608.000000 Penalty: 6297.469238
	Iteration 11Q: 3 clusters Score -3.741061e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 325713 members 
Entering Unmasked Estep 
Score: -37410084.000000 Penalty: 6297.469238
	Iteration 12Q: 3 clusters Score -3.741008e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 325994 members 
Entering Unmasked Estep 
Score: -37410008.000000 Penalty: 6297.469238
	Iteration 13Q: 3 clusters Score -3.741001e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 326102 members 
Entering Unmasked Estep 
Score: -37409956.000000 Penalty: 6297.469238
	Iteration 14Q: 3 clusters Score -3.740996e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 326153 members 
Entering Unmasked Estep 
Score: -37409924.000000 Penalty: 6297.469238
	Iteration 15Q: 3 clusters Score -3.740992e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 326182 members 
Entering Unmasked Estep 
Score: -37409932.000000 Penalty: 6297.469238
	Iteration 16Q: 3 clusters Score -3.740993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 326200 members 
Entering Unmasked Estep 
Score: -37409940.000000 Penalty: 6297.469238
	Iteration 17Q: 3 clusters Score -3.740994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 326207 members 
Entering Unmasked Estep 
Score: -37409940.000000 Penalty: 6297.469238
	Iteration 18Q: 3 clusters Score -3.740994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 326219 members 
Entering Unmasked Estep 
Score: -37409932.000000 Penalty: 6297.469238
	Iteration 19Q: 3 clusters Score -3.740993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 326223 members 
Entering Unmasked Estep 
Score: -37409944.000000 Penalty: 6297.469238
	Iteration 20F: 3 clusters Score -3.740994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 326227 members 
Entering Unmasked Estep 
Score: -37409932.000000 Penalty: 6297.469238
	Iteration 21Q: 3 clusters Score -3.740993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 326230 members 
Entering Unmasked Estep 
Score: -37409956.000000 Penalty: 6297.469238
	Iteration 22Q: 3 clusters Score -3.740996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 326232 members 
Entering Unmasked Estep 
Score: -37409956.000000 Penalty: 6297.469238
	Iteration 23Q: 3 clusters Score -3.740996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 326230 members 
Entering Unmasked Estep 
Score: -37409944.000000 Penalty: 6297.469238
	Iteration 24Q: 3 clusters Score -3.740994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 326230 members 
Entering Unmasked Estep 
Score: -37409932.000000 Penalty: 6297.469238
	Iteration 25Q: 3 clusters Score -3.740993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 326228 members 
Entering Unmasked Estep 
Score: -37409940.000000 Penalty: 6297.469238
	Iteration 26Q: 3 clusters Score -3.740994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 326227 members 
Entering Unmasked Estep 
Score: -37409944.000000 Penalty: 6297.469238
	Iteration 27Q: 3 clusters Score -3.740994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 326227 members 
Entering Unmasked Estep 
Score: -37409948.000000 Penalty: 6297.469238
	Iteration 28Q: 3 clusters Score -3.740995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 326226 members 
Entering Unmasked Estep 
Score: -37409952.000000 Penalty: 6297.469238
	Iteration 29Q: 3 clusters Score -3.740995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 326226 members 
Entering Unmasked Estep 
Score: -37409952.000000 Penalty: 6297.469238
	Iteration 30F: 3 clusters Score -3.740995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -276096.437500 Penalty: 1928.892578
	Iteration 0F: 2 clusters Score -276096.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -273209.156250 Penalty: 3857.785156
	Iteration 0F: 3 clusters Score -273209.2 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -273748.062500 Penalty: 3857.785156
	Iteration 1F: 3 clusters Score -273748.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -273887.406250 Penalty: 3857.785156
	Iteration 2F: 3 clusters Score -273887.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -273977.468750 Penalty: 3857.785156
	Iteration 3Q: 3 clusters Score -273977.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -274033.562500 Penalty: 3857.785156
	Iteration 4Q: 3 clusters Score -274033.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -274063.500000 Penalty: 3857.785156
	Iteration 5Q: 3 clusters Score -274063.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -274087.562500 Penalty: 3857.785156
	Iteration 6Q: 3 clusters Score -274087.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -274111.125000 Penalty: 3857.785156
	Iteration 7Q: 3 clusters Score -274111.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -274128.937500 Penalty: 3857.785156
	Iteration 8Q: 3 clusters Score -274128.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -274140.187500 Penalty: 3857.785156
	Iteration 9Q: 3 clusters Score -274140.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -274155.625000 Penalty: 3857.785156
	Iteration 10Q: 3 clusters Score -274155.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -274166.906250 Penalty: 3857.785156
	Iteration 11Q: 3 clusters Score -274166.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -274175.031250 Penalty: 3857.785156
	Iteration 12Q: 3 clusters Score -274175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -274187.906250 Penalty: 3857.785156
	Iteration 13Q: 3 clusters Score -274187.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -274197.156250 Penalty: 3857.785156
	Iteration 14Q: 3 clusters Score -274197.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -274206.781250 Penalty: 3857.785156
	Iteration 15Q: 3 clusters Score -274206.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -274212.875000 Penalty: 3857.785156
	Iteration 16Q: 3 clusters Score -274212.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -274217.593750 Penalty: 3857.785156
	Iteration 17Q: 3 clusters Score -274217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -274221.781250 Penalty: 3857.785156
	Iteration 18Q: 3 clusters Score -274221.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -274227.000000 Penalty: 3857.785156
	Iteration 19Q: 3 clusters Score -274227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -274232.125000 Penalty: 3857.785156
	Iteration 20F: 3 clusters Score -274232.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -274240.468750 Penalty: 3857.785156
	Iteration 21Q: 3 clusters Score -274240.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -274243.750000 Penalty: 3857.785156
	Iteration 22Q: 3 clusters Score -274243.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -274247.531250 Penalty: 3857.785156
	Iteration 23Q: 3 clusters Score -274247.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -274249.937500 Penalty: 3857.785156
	Iteration 24Q: 3 clusters Score -274249.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -274252.375000 Penalty: 3857.785156
	Iteration 25Q: 3 clusters Score -274252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -274253.968750 Penalty: 3857.785156
	Iteration 26Q: 3 clusters Score -274254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -274253.843750 Penalty: 3857.785156
	Iteration 27Q: 3 clusters Score -274253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -274254.937500 Penalty: 3857.785156
	Iteration 28Q: 3 clusters Score -274254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -274255.937500 Penalty: 3857.785156
	Iteration 29Q: 3 clusters Score -274255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -274256.062500 Penalty: 3857.785156
	Iteration 30Q: 3 clusters Score -274256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -274257.375000 Penalty: 3857.785156
	Iteration 31Q: 3 clusters Score -274257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -274258.406250 Penalty: 3857.785156
	Iteration 32Q: 3 clusters Score -274258.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -274258.406250 Penalty: 3857.785156
	Iteration 33F: 3 clusters Score -274258.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 193458 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 67021 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 14995 members 
Mstep: Class 9 contains 4877 members 
Mstep: Class 10 contains 40107 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43228 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 7759 members 
Mstep: Class 16 contains 19565 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 4563 members 
Mstep: Class 19 contains 6111 members 
Mstep: Class 20 contains 326606 members 
Mstep: Class 21 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92660640.000000 Penalty: 81048.273438
Iteration 79Q: 25 clusters Score -9.266064e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 194697 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 67179 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 771 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 15061 members 
Mstep: Class 9 contains 4907 members 
Mstep: Class 10 contains 40347 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43268 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 7457 members 
Mstep: Class 16 contains 19958 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4558 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 327481 members 
Mstep: Class 21 contains 2388 members 
Mstep: Class 22 contains 286 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 61234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92661336.000000 Penalty: 81048.273438
Iteration 80F: 25 clusters Score -9.266134e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 194734 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 66952 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 771 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 15084 members 
Mstep: Class 9 contains 4929 members 
Mstep: Class 10 contains 40372 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43362 members 
Mstep: Class 14 contains 919 members 
Mstep: Class 15 contains 7353 members 
Mstep: Class 16 contains 20327 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4555 members 
Mstep: Class 19 contains 6084 members 
Mstep: Class 20 contains 325940 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 286 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 62616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92664216.000000 Penalty: 81048.273438
Iteration 81Q: 25 clusters Score -9.266422e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 194585 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 66782 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 771 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 15088 members 
Mstep: Class 9 contains 4961 members 
Mstep: Class 10 contains 40348 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43363 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 7309 members 
Mstep: Class 16 contains 20665 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 325049 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 63535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92665872.000000 Penalty: 81048.273438
Iteration 82Q: 25 clusters Score -9.266587e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 194378 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 66630 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 771 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 15082 members 
Mstep: Class 9 contains 4990 members 
Mstep: Class 10 contains 40329 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43332 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 7267 members 
Mstep: Class 16 contains 20964 members 
Mstep: Class 17 contains 537 members 
Mstep: Class 18 contains 4552 members 
Mstep: Class 19 contains 6041 members 
Mstep: Class 20 contains 324391 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 64339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667184.000000 Penalty: 81048.273438
Iteration 83Q: 25 clusters Score -9.266718e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 194135 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 66511 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 15077 members 
Mstep: Class 9 contains 5011 members 
Mstep: Class 10 contains 40301 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43291 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 7210 members 
Mstep: Class 16 contains 21255 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4551 members 
Mstep: Class 19 contains 6023 members 
Mstep: Class 20 contains 323894 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 65006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92668368.000000 Penalty: 81048.273438
Iteration 84Q: 25 clusters Score -9.266837e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 193861 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 66403 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 15084 members 
Mstep: Class 9 contains 5043 members 
Mstep: Class 10 contains 40260 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43252 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 7169 members 
Mstep: Class 16 contains 21476 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 4548 members 
Mstep: Class 19 contains 6011 members 
Mstep: Class 20 contains 323558 members 
Mstep: Class 21 contains 2483 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 65591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92668976.000000 Penalty: 81048.273438
Iteration 85Q: 25 clusters Score -9.266898e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 193621 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 66298 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 15081 members 
Mstep: Class 9 contains 5067 members 
Mstep: Class 10 contains 40223 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43207 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 7125 members 
Mstep: Class 16 contains 21651 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4549 members 
Mstep: Class 19 contains 6010 members 
Mstep: Class 20 contains 323334 members 
Mstep: Class 21 contains 2491 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 66081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669800.000000 Penalty: 81048.273438
Iteration 86Q: 25 clusters Score -9.26698e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 193382 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 66212 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 15087 members 
Mstep: Class 9 contains 5089 members 
Mstep: Class 10 contains 40210 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43161 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 7071 members 
Mstep: Class 16 contains 21805 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 4549 members 
Mstep: Class 19 contains 6000 members 
Mstep: Class 20 contains 323183 members 
Mstep: Class 21 contains 2496 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 66492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670136.000000 Penalty: 81048.273438
Iteration 87Q: 25 clusters Score -9.267014e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 193192 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 66145 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 15087 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 40192 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43116 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 7029 members 
Mstep: Class 16 contains 21914 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 4550 members 
Mstep: Class 19 contains 5993 members 
Mstep: Class 20 contains 323089 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 66814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670216.000000 Penalty: 81048.273438
Iteration 88Q: 25 clusters Score -9.267022e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 193023 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 66086 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5144 members 
Mstep: Class 10 contains 40157 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43068 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6990 members 
Mstep: Class 16 contains 22016 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 4551 members 
Mstep: Class 19 contains 5992 members 
Mstep: Class 20 contains 323024 members 
Mstep: Class 21 contains 2506 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 67087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670528.000000 Penalty: 81048.273438
Iteration 89Q: 25 clusters Score -9.267053e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 192899 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 66037 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15098 members 
Mstep: Class 9 contains 5164 members 
Mstep: Class 10 contains 40132 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43042 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6948 members 
Mstep: Class 16 contains 22100 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5983 members 
Mstep: Class 20 contains 322909 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 67362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670968.000000 Penalty: 81048.273438
Iteration 90Q: 25 clusters Score -9.267097e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 192776 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 65987 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15098 members 
Mstep: Class 9 contains 5193 members 
Mstep: Class 10 contains 40107 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 43014 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6904 members 
Mstep: Class 16 contains 22179 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 322829 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 67603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671008.000000 Penalty: 81048.273438
Iteration 91Q: 25 clusters Score -9.267101e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 192651 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 65932 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15098 members 
Mstep: Class 9 contains 5200 members 
Mstep: Class 10 contains 40097 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42994 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6859 members 
Mstep: Class 16 contains 22248 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 322773 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 67831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671336.000000 Penalty: 81048.273438
Iteration 92Q: 25 clusters Score -9.267134e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 192539 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 65884 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15094 members 
Mstep: Class 9 contains 5204 members 
Mstep: Class 10 contains 40082 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42977 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6827 members 
Mstep: Class 16 contains 22299 members 
Mstep: Class 17 contains 537 members 
Mstep: Class 18 contains 4555 members 
Mstep: Class 19 contains 5976 members 
Mstep: Class 20 contains 322741 members 
Mstep: Class 21 contains 2524 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 68034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671488.000000 Penalty: 81048.273438
Iteration 93Q: 25 clusters Score -9.267149e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 192437 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 65860 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5214 members 
Mstep: Class 10 contains 40067 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42960 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6792 members 
Mstep: Class 16 contains 22352 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4555 members 
Mstep: Class 19 contains 5975 members 
Mstep: Class 20 contains 322720 members 
Mstep: Class 21 contains 2527 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 68186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671664.000000 Penalty: 81048.273438
Iteration 94Q: 25 clusters Score -9.267166e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 192358 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 65839 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 40064 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42951 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6763 members 
Mstep: Class 16 contains 22393 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4555 members 
Mstep: Class 19 contains 5970 members 
Mstep: Class 20 contains 322681 members 
Mstep: Class 21 contains 2531 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 68319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671640.000000 Penalty: 81048.273438
Iteration 95Q: 25 clusters Score -9.267164e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 192290 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 65813 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15099 members 
Mstep: Class 9 contains 5234 members 
Mstep: Class 10 contains 40052 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42937 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6745 members 
Mstep: Class 16 contains 22426 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4555 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 322633 members 
Mstep: Class 21 contains 2534 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 68457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671720.000000 Penalty: 81048.273438
Iteration 96Q: 25 clusters Score -9.267172e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 192209 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 65793 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15103 members 
Mstep: Class 9 contains 5248 members 
Mstep: Class 10 contains 40045 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42928 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6726 members 
Mstep: Class 16 contains 22452 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4555 members 
Mstep: Class 19 contains 5959 members 
Mstep: Class 20 contains 322590 members 
Mstep: Class 21 contains 2535 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 68597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671792.000000 Penalty: 81048.273438
Iteration 97Q: 25 clusters Score -9.267179e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 192149 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 65783 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15106 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 40032 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42922 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6715 members 
Mstep: Class 16 contains 22479 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5953 members 
Mstep: Class 20 contains 322528 members 
Mstep: Class 21 contains 2536 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 68730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671856.000000 Penalty: 81048.273438
Iteration 98Q: 25 clusters Score -9.267186e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 192087 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 65778 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15106 members 
Mstep: Class 9 contains 5270 members 
Mstep: Class 10 contains 40029 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42914 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6701 members 
Mstep: Class 16 contains 22510 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322480 members 
Mstep: Class 21 contains 2542 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 68826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672008.000000 Penalty: 81048.273438
Iteration 99Q: 25 clusters Score -9.267201e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 192014 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 65771 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15104 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 40027 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42906 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6688 members 
Mstep: Class 16 contains 22529 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5947 members 
Mstep: Class 20 contains 322462 members 
Mstep: Class 21 contains 2548 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 68917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671984.000000 Penalty: 81048.273438
Iteration 100F: 25 clusters Score -9.267198e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 191945 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 65764 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15097 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 10 contains 40019 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42903 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6681 members 
Mstep: Class 16 contains 22546 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5946 members 
Mstep: Class 20 contains 322429 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672104.000000 Penalty: 81048.273438
Iteration 101Q: 25 clusters Score -9.26721e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 191856 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 65759 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15094 members 
Mstep: Class 9 contains 5306 members 
Mstep: Class 10 contains 40017 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42895 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6665 members 
Mstep: Class 16 contains 22560 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5945 members 
Mstep: Class 20 contains 322432 members 
Mstep: Class 21 contains 2560 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672088.000000 Penalty: 81048.273438
Iteration 102Q: 25 clusters Score -9.267209e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 191789 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 65752 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15090 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 40016 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42891 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6656 members 
Mstep: Class 16 contains 22579 members 
Mstep: Class 17 contains 533 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5946 members 
Mstep: Class 20 contains 322408 members 
Mstep: Class 21 contains 2560 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672208.000000 Penalty: 81048.273438
Iteration 103Q: 25 clusters Score -9.267221e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 191722 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 65741 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15092 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 40013 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42887 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6652 members 
Mstep: Class 16 contains 22597 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5946 members 
Mstep: Class 20 contains 322387 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672224.000000 Penalty: 81048.273438
Iteration 104Q: 25 clusters Score -9.267222e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 191654 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 65734 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15091 members 
Mstep: Class 9 contains 5357 members 
Mstep: Class 10 contains 40008 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42885 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6649 members 
Mstep: Class 16 contains 22610 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5948 members 
Mstep: Class 20 contains 322367 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672176.000000 Penalty: 81048.273438
Iteration 105Q: 25 clusters Score -9.267218e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 191596 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 65728 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15087 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 40008 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42883 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6641 members 
Mstep: Class 16 contains 22624 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322341 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672264.000000 Penalty: 81048.273438
Iteration 106Q: 25 clusters Score -9.267226e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 191529 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 65727 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15084 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 40019 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42887 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6631 members 
Mstep: Class 16 contains 22642 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5950 members 
Mstep: Class 20 contains 322335 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672384.000000 Penalty: 81048.273438
Iteration 107Q: 25 clusters Score -9.267238e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 191478 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 65726 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15084 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 40020 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42885 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 22656 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5952 members 
Mstep: Class 20 contains 322335 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672344.000000 Penalty: 81048.273438
Iteration 108Q: 25 clusters Score -9.267234e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 191436 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 65727 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15084 members 
Mstep: Class 9 contains 5405 members 
Mstep: Class 10 contains 40017 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42883 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6621 members 
Mstep: Class 16 contains 22665 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5956 members 
Mstep: Class 20 contains 322331 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672328.000000 Penalty: 81048.273438
Iteration 109Q: 25 clusters Score -9.267233e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 191407 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 65720 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15084 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 40014 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42880 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6615 members 
Mstep: Class 16 contains 22672 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5958 members 
Mstep: Class 20 contains 322315 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672456.000000 Penalty: 81048.273438
Iteration 110Q: 25 clusters Score -9.267246e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 191391 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 65717 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15084 members 
Mstep: Class 9 contains 5430 members 
Mstep: Class 10 contains 40008 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42876 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6612 members 
Mstep: Class 16 contains 22678 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5959 members 
Mstep: Class 20 contains 322282 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672432.000000 Penalty: 81048.273438
Iteration 111Q: 25 clusters Score -9.267243e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 191375 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 65713 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15082 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 40001 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42871 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6611 members 
Mstep: Class 16 contains 22684 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5960 members 
Mstep: Class 20 contains 322261 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672488.000000 Penalty: 81048.273438
Iteration 112Q: 25 clusters Score -9.267249e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 191355 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 65711 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15086 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 39993 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42871 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6611 members 
Mstep: Class 16 contains 22695 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5962 members 
Mstep: Class 20 contains 322236 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672776.000000 Penalty: 81048.273438
Iteration 113Q: 25 clusters Score -9.267278e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 191338 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 65709 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15088 members 
Mstep: Class 9 contains 5460 members 
Mstep: Class 10 contains 39987 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42869 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6608 members 
Mstep: Class 16 contains 22708 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 322204 members 
Mstep: Class 21 contains 2566 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672768.000000 Penalty: 81048.273438
Iteration 114Q: 25 clusters Score -9.267277e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 191315 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 65708 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15091 members 
Mstep: Class 9 contains 5467 members 
Mstep: Class 10 contains 39985 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42870 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6604 members 
Mstep: Class 16 contains 22718 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 322178 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672752.000000 Penalty: 81048.273438
Iteration 115Q: 25 clusters Score -9.267275e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 191286 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65709 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 5468 members 
Mstep: Class 10 contains 39990 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42869 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6603 members 
Mstep: Class 16 contains 22720 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 322156 members 
Mstep: Class 21 contains 2570 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672752.000000 Penalty: 81048.273438
Iteration 116Q: 25 clusters Score -9.267275e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 191272 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65711 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 15098 members 
Mstep: Class 9 contains 5473 members 
Mstep: Class 10 contains 39989 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 42869 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6602 members 
Mstep: Class 16 contains 22720 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5966 members 
Mstep: Class 20 contains 322135 members 
Mstep: Class 21 contains 2574 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672752.000000 Penalty: 81048.273438
Iteration 117Q: 25 clusters Score -9.267275e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 191253 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65714 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 39988 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42867 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6600 members 
Mstep: Class 16 contains 22717 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 5966 members 
Mstep: Class 20 contains 322124 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672752.000000 Penalty: 81048.273438
Iteration 118Q: 25 clusters Score -9.267275e+07 nChanged 84
Entering ConstructFrom: 
Score: -92672752.000000 Penalty: 81048.273438
Entering ConstructFrom: 
Trying to split cluster 1 (12968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Entering Unmasked Estep 
Score: -1401740.250000 Penalty: 2348.619385
	Iteration 0F: 2 clusters Score -1401740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1392151.375000 Penalty: 4697.238770
	Iteration 0F: 3 clusters Score -1392151 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1394979.625000 Penalty: 4697.238770
	Iteration 1F: 3 clusters Score -1394980 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1395274.875000 Penalty: 4697.238770
	Iteration 2F: 3 clusters Score -1395275 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1395489.250000 Penalty: 4697.238770
	Iteration 3Q: 3 clusters Score -1395489 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1395655.375000 Penalty: 4697.238770
	Iteration 4Q: 3 clusters Score -1395655 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1395799.625000 Penalty: 4697.238770
	Iteration 5Q: 3 clusters Score -1395800 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1395896.375000 Penalty: 4697.238770
	Iteration 6Q: 3 clusters Score -1395896 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1395974.500000 Penalty: 4697.238770
	Iteration 7Q: 3 clusters Score -1395974 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1396057.750000 Penalty: 4697.238770
	Iteration 8Q: 3 clusters Score -1396058 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1396134.125000 Penalty: 4697.238770
	Iteration 9Q: 3 clusters Score -1396134 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1396225.250000 Penalty: 4697.238770
	Iteration 10Q: 3 clusters Score -1396225 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1396311.375000 Penalty: 4697.238770
	Iteration 11Q: 3 clusters Score -1396311 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1396385.250000 Penalty: 4697.238770
	Iteration 12Q: 3 clusters Score -1396385 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1396472.625000 Penalty: 4697.238770
	Iteration 13Q: 3 clusters Score -1396473 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1396546.875000 Penalty: 4697.238770
	Iteration 14Q: 3 clusters Score -1396547 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1396621.125000 Penalty: 4697.238770
	Iteration 15Q: 3 clusters Score -1396621 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1396703.375000 Penalty: 4697.238770
	Iteration 16Q: 3 clusters Score -1396703 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1396775.250000 Penalty: 4697.238770
	Iteration 17Q: 3 clusters Score -1396775 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1396842.250000 Penalty: 4697.238770
	Iteration 18Q: 3 clusters Score -1396842 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1396915.875000 Penalty: 4697.238770
	Iteration 19Q: 3 clusters Score -1396916 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1397014.750000 Penalty: 4697.238770
	Iteration 20F: 3 clusters Score -1397015 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1397147.250000 Penalty: 4697.238770
	Iteration 21Q: 3 clusters Score -1397147 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1397291.000000 Penalty: 4697.238770
	Iteration 22Q: 3 clusters Score -1397291 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1397432.500000 Penalty: 4697.238770
	Iteration 23Q: 3 clusters Score -1397432 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1397542.875000 Penalty: 4697.238770
	Iteration 24Q: 3 clusters Score -1397543 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1397646.125000 Penalty: 4697.238770
	Iteration 25Q: 3 clusters Score -1397646 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1397739.875000 Penalty: 4697.238770
	Iteration 26Q: 3 clusters Score -1397740 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1397822.375000 Penalty: 4697.238770
	Iteration 27Q: 3 clusters Score -1397822 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1397898.750000 Penalty: 4697.238770
	Iteration 28Q: 3 clusters Score -1397899 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1397958.125000 Penalty: 4697.238770
	Iteration 29Q: 3 clusters Score -1397958 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1398020.500000 Penalty: 4697.238770
	Iteration 30Q: 3 clusters Score -1398020 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1398081.750000 Penalty: 4697.238770
	Iteration 31Q: 3 clusters Score -1398082 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1398145.125000 Penalty: 4697.238770
	Iteration 32Q: 3 clusters Score -1398145 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1398204.625000 Penalty: 4697.238770
	Iteration 33Q: 3 clusters Score -1398205 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1398271.000000 Penalty: 4697.238770
	Iteration 34Q: 3 clusters Score -1398271 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1398340.125000 Penalty: 4697.238770
	Iteration 35Q: 3 clusters Score -1398340 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1398400.750000 Penalty: 4697.238770
	Iteration 36Q: 3 clusters Score -1398401 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1398459.500000 Penalty: 4697.238770
	Iteration 37Q: 3 clusters Score -1398460 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1398509.875000 Penalty: 4697.238770
	Iteration 38Q: 3 clusters Score -1398510 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1398570.250000 Penalty: 4697.238770
	Iteration 39Q: 3 clusters Score -1398570 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1398642.625000 Penalty: 4697.238770
	Iteration 40F: 3 clusters Score -1398643 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1398723.125000 Penalty: 4697.238770
	Iteration 41Q: 3 clusters Score -1398723 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1398803.250000 Penalty: 4697.238770
	Iteration 42Q: 3 clusters Score -1398803 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1398878.750000 Penalty: 4697.238770
	Iteration 43Q: 3 clusters Score -1398879 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1398951.875000 Penalty: 4697.238770
	Iteration 44Q: 3 clusters Score -1398952 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1399004.375000 Penalty: 4697.238770
	Iteration 45Q: 3 clusters Score -1399004 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1399052.750000 Penalty: 4697.238770
	Iteration 46Q: 3 clusters Score -1399053 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1399096.000000 Penalty: 4697.238770
	Iteration 47Q: 3 clusters Score -1399096 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1399139.750000 Penalty: 4697.238770
	Iteration 48Q: 3 clusters Score -1399140 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1399178.875000 Penalty: 4697.238770
	Iteration 49Q: 3 clusters Score -1399179 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1399222.500000 Penalty: 4697.238770
	Iteration 50Q: 3 clusters Score -1399222 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1399261.375000 Penalty: 4697.238770
	Iteration 51Q: 3 clusters Score -1399261 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1399303.250000 Penalty: 4697.238770
	Iteration 52Q: 3 clusters Score -1399303 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1399349.500000 Penalty: 4697.238770
	Iteration 53Q: 3 clusters Score -1399350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1399392.125000 Penalty: 4697.238770
	Iteration 54Q: 3 clusters Score -1399392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1399432.000000 Penalty: 4697.238770
	Iteration 55Q: 3 clusters Score -1399432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1399463.500000 Penalty: 4697.238770
	Iteration 56Q: 3 clusters Score -1399464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1399499.375000 Penalty: 4697.238770
	Iteration 57Q: 3 clusters Score -1399499 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1399521.250000 Penalty: 4697.238770
	Iteration 58Q: 3 clusters Score -1399521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1399549.250000 Penalty: 4697.238770
	Iteration 59Q: 3 clusters Score -1399549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1399576.750000 Penalty: 4697.238770
	Iteration 60F: 3 clusters Score -1399577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1399597.250000 Penalty: 4697.238770
	Iteration 61Q: 3 clusters Score -1399597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1399606.375000 Penalty: 4697.238770
	Iteration 62Q: 3 clusters Score -1399606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1399623.000000 Penalty: 4697.238770
	Iteration 63Q: 3 clusters Score -1399623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1399630.500000 Penalty: 4697.238770
	Iteration 64Q: 3 clusters Score -1399630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1399648.750000 Penalty: 4697.238770
	Iteration 65Q: 3 clusters Score -1399649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1399663.625000 Penalty: 4697.238770
	Iteration 66Q: 3 clusters Score -1399664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1399673.375000 Penalty: 4697.238770
	Iteration 67Q: 3 clusters Score -1399673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1399682.625000 Penalty: 4697.238770
	Iteration 68Q: 3 clusters Score -1399683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1399690.000000 Penalty: 4697.238770
	Iteration 69Q: 3 clusters Score -1399690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1399700.875000 Penalty: 4697.238770
	Iteration 70Q: 3 clusters Score -1399701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1399706.750000 Penalty: 4697.238770
	Iteration 71Q: 3 clusters Score -1399707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1399714.000000 Penalty: 4697.238770
	Iteration 72Q: 3 clusters Score -1399714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1399719.875000 Penalty: 4697.238770
	Iteration 73Q: 3 clusters Score -1399720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1399724.625000 Penalty: 4697.238770
	Iteration 74Q: 3 clusters Score -1399725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1399727.250000 Penalty: 4697.238770
	Iteration 75Q: 3 clusters Score -1399727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1399730.125000 Penalty: 4697.238770
	Iteration 76Q: 3 clusters Score -1399730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1399730.125000 Penalty: 4697.238770
	Iteration 77Q: 3 clusters Score -1399730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1399733.375000 Penalty: 4697.238770
	Iteration 78Q: 3 clusters Score -1399733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1399734.625000 Penalty: 4697.238770
	Iteration 79Q: 3 clusters Score -1399735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1399738.375000 Penalty: 4697.238770
	Iteration 80F: 3 clusters Score -1399738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1399738.750000 Penalty: 4697.238770
	Iteration 81Q: 3 clusters Score -1399739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1399739.500000 Penalty: 4697.238770
	Iteration 82Q: 3 clusters Score -1399740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1399743.125000 Penalty: 4697.238770
	Iteration 83Q: 3 clusters Score -1399743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1399743.125000 Penalty: 4697.238770
	Iteration 84F: 3 clusters Score -1399743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (191240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191240 members 
Entering Unmasked Estep 
Score: -22177248.000000 Penalty: 3015.998535
	Iteration 0F: 2 clusters Score -2.217725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95089 members 
Mstep: Class 2 contains 96151 members 
Entering Unmasked Estep 
Score: -22054010.000000 Penalty: 6031.997070
	Iteration 0F: 3 clusters Score -2.205401e+07 nChanged 91835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86438 members 
Mstep: Class 2 contains 104802 members 
Entering Unmasked Estep 
Score: -22108302.000000 Penalty: 6031.997070
	Iteration 1F: 3 clusters Score -2.21083e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Mstep: Class 2 contains 110340 members 
Entering Unmasked Estep 
Score: -22110594.000000 Penalty: 6031.997070
	Iteration 2Q: 3 clusters Score -2.211059e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 118813 members 
Entering Unmasked Estep 
Score: -22115026.000000 Penalty: 6031.997070
	Iteration 3Q: 3 clusters Score -2.211503e+07 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 131241 members 
Entering Unmasked Estep 
Score: -22123572.000000 Penalty: 6031.997070
	Iteration 4F: 3 clusters Score -2.212357e+07 nChanged 16434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 147431 members 
Entering Unmasked Estep 
Score: -22137300.000000 Penalty: 6031.997070
	Iteration 5F: 3 clusters Score -2.21373e+07 nChanged 17397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 164716 members 
Entering Unmasked Estep 
Score: -22153090.000000 Penalty: 6031.997070
	Iteration 6F: 3 clusters Score -2.215309e+07 nChanged 13801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 178469 members 
Entering Unmasked Estep 
Score: -22165342.000000 Penalty: 6031.997070
	Iteration 7F: 3 clusters Score -2.216534e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 185629 members 
Entering Unmasked Estep 
Score: -22171158.000000 Penalty: 6031.997070
	Iteration 8Q: 3 clusters Score -2.217116e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 188444 members 
Entering Unmasked Estep 
Score: -22173404.000000 Penalty: 6031.997070
	Iteration 9Q: 3 clusters Score -2.21734e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 189535 members 
Entering Unmasked Estep 
Score: -22174266.000000 Penalty: 6031.997070
	Iteration 10Q: 3 clusters Score -2.217427e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 189924 members 
Entering Unmasked Estep 
Score: -22174618.000000 Penalty: 6031.997070
	Iteration 11Q: 3 clusters Score -2.217462e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 190083 members 
Entering Unmasked Estep 
Score: -22174784.000000 Penalty: 6031.997070
	Iteration 12Q: 3 clusters Score -2.217478e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 190158 members 
Entering Unmasked Estep 
Score: -22174860.000000 Penalty: 6031.997070
	Iteration 13Q: 3 clusters Score -2.217486e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 190190 members 
Entering Unmasked Estep 
Score: -22174914.000000 Penalty: 6031.997070
	Iteration 14Q: 3 clusters Score -2.217491e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 190209 members 
Entering Unmasked Estep 
Score: -22174960.000000 Penalty: 6031.997070
	Iteration 15Q: 3 clusters Score -2.217496e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 190228 members 
Entering Unmasked Estep 
Score: -22175002.000000 Penalty: 6031.997070
	Iteration 16Q: 3 clusters Score -2.2175e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 190229 members 
Entering Unmasked Estep 
Score: -22175006.000000 Penalty: 6031.997070
	Iteration 17Q: 3 clusters Score -2.217501e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 190231 members 
Entering Unmasked Estep 
Score: -22175026.000000 Penalty: 6031.997070
	Iteration 18Q: 3 clusters Score -2.217503e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 190226 members 
Entering Unmasked Estep 
Score: -22175034.000000 Penalty: 6031.997070
	Iteration 19Q: 3 clusters Score -2.217503e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 190225 members 
Entering Unmasked Estep 
Score: -22175068.000000 Penalty: 6031.997070
	Iteration 20F: 3 clusters Score -2.217507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 190221 members 
Entering Unmasked Estep 
Score: -22175064.000000 Penalty: 6031.997070
	Iteration 21Q: 3 clusters Score -2.217506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 190219 members 
Entering Unmasked Estep 
Score: -22175082.000000 Penalty: 6031.997070
	Iteration 22Q: 3 clusters Score -2.217508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 190221 members 
Entering Unmasked Estep 
Score: -22175106.000000 Penalty: 6031.997070
	Iteration 23Q: 3 clusters Score -2.217511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 190222 members 
Entering Unmasked Estep 
Score: -22175108.000000 Penalty: 6031.997070
	Iteration 24Q: 3 clusters Score -2.217511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 190217 members 
Entering Unmasked Estep 
Score: -22175110.000000 Penalty: 6031.997070
	Iteration 25Q: 3 clusters Score -2.217511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 190217 members 
Entering Unmasked Estep 
Score: -22175106.000000 Penalty: 6031.997070
	Iteration 26Q: 3 clusters Score -2.217511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 190213 members 
Entering Unmasked Estep 
Score: -22175094.000000 Penalty: 6031.997070
	Iteration 27Q: 3 clusters Score -2.217509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 190215 members 
Entering Unmasked Estep 
Score: -22175092.000000 Penalty: 6031.997070
	Iteration 28Q: 3 clusters Score -2.217509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 190216 members 
Entering Unmasked Estep 
Score: -22175102.000000 Penalty: 6031.997070
	Iteration 29Q: 3 clusters Score -2.21751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 190214 members 
Entering Unmasked Estep 
Score: -22175112.000000 Penalty: 6031.997070
	Iteration 30Q: 3 clusters Score -2.217511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 190215 members 
Entering Unmasked Estep 
Score: -22175108.000000 Penalty: 6031.997070
	Iteration 31Q: 3 clusters Score -2.217511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 190216 members 
Entering Unmasked Estep 
Score: -22175108.000000 Penalty: 6031.997070
	Iteration 32Q: 3 clusters Score -2.217511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 190218 members 
Entering Unmasked Estep 
Score: -22175112.000000 Penalty: 6031.997070
	Iteration 33Q: 3 clusters Score -2.217511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 190218 members 
Entering Unmasked Estep 
Score: -22175120.000000 Penalty: 6031.997070
	Iteration 34Q: 3 clusters Score -2.217512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 190214 members 
Entering Unmasked Estep 
Score: -22175120.000000 Penalty: 6031.997070
	Iteration 35Q: 3 clusters Score -2.217512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 190213 members 
Entering Unmasked Estep 
Score: -22175120.000000 Penalty: 6031.997070
	Iteration 36Q: 3 clusters Score -2.217512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 190210 members 
Entering Unmasked Estep 
Score: -22175124.000000 Penalty: 6031.997070
	Iteration 37Q: 3 clusters Score -2.217512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 190209 members 
Entering Unmasked Estep 
Score: -22175124.000000 Penalty: 6031.997070
	Iteration 38Q: 3 clusters Score -2.217512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 190208 members 
Entering Unmasked Estep 
Score: -22175122.000000 Penalty: 6031.997070
	Iteration 39Q: 3 clusters Score -2.217512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 190208 members 
Entering Unmasked Estep 
Score: -22175138.000000 Penalty: 6031.997070
	Iteration 40F: 3 clusters Score -2.217514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 190208 members 
Entering Unmasked Estep 
Score: -22175134.000000 Penalty: 6031.997070
	Iteration 41Q: 3 clusters Score -2.217513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 190207 members 
Entering Unmasked Estep 
Score: -22175138.000000 Penalty: 6031.997070
	Iteration 42Q: 3 clusters Score -2.217514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 190207 members 
Entering Unmasked Estep 
Score: -22175148.000000 Penalty: 6031.997070
	Iteration 43Q: 3 clusters Score -2.217515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 190207 members 
Entering Unmasked Estep 
Score: -22175142.000000 Penalty: 6031.997070
	Iteration 44Q: 3 clusters Score -2.217514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 190209 members 
Entering Unmasked Estep 
Score: -22175154.000000 Penalty: 6031.997070
	Iteration 45Q: 3 clusters Score -2.217515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 190210 members 
Entering Unmasked Estep 
Score: -22175148.000000 Penalty: 6031.997070
	Iteration 46Q: 3 clusters Score -2.217515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 190209 members 
Entering Unmasked Estep 
Score: -22175140.000000 Penalty: 6031.997070
	Iteration 47Q: 3 clusters Score -2.217514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 190208 members 
Entering Unmasked Estep 
Score: -22175134.000000 Penalty: 6031.997070
	Iteration 48Q: 3 clusters Score -2.217513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 190208 members 
Entering Unmasked Estep 
Score: -22175134.000000 Penalty: 6031.997070
	Iteration 49F: 3 clusters Score -2.217513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -206933.937500 Penalty: 1858.756592
	Iteration 0F: 2 clusters Score -206933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -204408.312500 Penalty: 3717.513184
	Iteration 0F: 3 clusters Score -204408.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -204840.062500 Penalty: 3717.513184
	Iteration 1F: 3 clusters Score -204840.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -204965.343750 Penalty: 3717.513184
	Iteration 2F: 3 clusters Score -204965.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -205028.109375 Penalty: 3717.513184
	Iteration 3Q: 3 clusters Score -205028.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -205071.500000 Penalty: 3717.513184
	Iteration 4Q: 3 clusters Score -205071.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -205105.343750 Penalty: 3717.513184
	Iteration 5Q: 3 clusters Score -205105.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -205127.343750 Penalty: 3717.513184
	Iteration 6Q: 3 clusters Score -205127.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -205149.687500 Penalty: 3717.513184
	Iteration 7Q: 3 clusters Score -205149.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -205163.953125 Penalty: 3717.513184
	Iteration 8Q: 3 clusters Score -205164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -205177.359375 Penalty: 3717.513184
	Iteration 9Q: 3 clusters Score -205177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -205183.156250 Penalty: 3717.513184
	Iteration 10Q: 3 clusters Score -205183.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -205193.140625 Penalty: 3717.513184
	Iteration 11Q: 3 clusters Score -205193.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -205202.203125 Penalty: 3717.513184
	Iteration 12Q: 3 clusters Score -205202.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -205207.843750 Penalty: 3717.513184
	Iteration 13Q: 3 clusters Score -205207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -205211.312500 Penalty: 3717.513184
	Iteration 14Q: 3 clusters Score -205211.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -205219.765625 Penalty: 3717.513184
	Iteration 15Q: 3 clusters Score -205219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -205226.640625 Penalty: 3717.513184
	Iteration 16Q: 3 clusters Score -205226.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -205232.406250 Penalty: 3717.513184
	Iteration 17Q: 3 clusters Score -205232.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -205236.906250 Penalty: 3717.513184
	Iteration 18Q: 3 clusters Score -205236.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -205241.656250 Penalty: 3717.513184
	Iteration 19Q: 3 clusters Score -205241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -205246.015625 Penalty: 3717.513184
	Iteration 20F: 3 clusters Score -205246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -205249.093750 Penalty: 3717.513184
	Iteration 21Q: 3 clusters Score -205249.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -205252.875000 Penalty: 3717.513184
	Iteration 22Q: 3 clusters Score -205252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -205254.578125 Penalty: 3717.513184
	Iteration 23Q: 3 clusters Score -205254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -205254.843750 Penalty: 3717.513184
	Iteration 24Q: 3 clusters Score -205254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -205255.515625 Penalty: 3717.513184
	Iteration 25Q: 3 clusters Score -205255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -205256.093750 Penalty: 3717.513184
	Iteration 26Q: 3 clusters Score -205256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -205256.546875 Penalty: 3717.513184
	Iteration 27Q: 3 clusters Score -205256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -205256.421875 Penalty: 3717.513184
	Iteration 28Q: 3 clusters Score -205256.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -205256.421875 Penalty: 3717.513184
	Iteration 29F: 3 clusters Score -205256.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Entering Unmasked Estep 
Score: -7618089.500000 Penalty: 2751.076904
	Iteration 0F: 2 clusters Score -7618090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -7574135.500000 Penalty: 5502.153809
	Iteration 0F: 3 clusters Score -7574136 nChanged 30538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -7591181.000000 Penalty: 5502.153809
	Iteration 1F: 3 clusters Score -7591181 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -7591719.000000 Penalty: 5502.153809
	Iteration 2Q: 3 clusters Score -7591719 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -7592269.000000 Penalty: 5502.153809
	Iteration 3Q: 3 clusters Score -7592269 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -7592844.500000 Penalty: 5502.153809
	Iteration 4Q: 3 clusters Score -7592844 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -7593540.000000 Penalty: 5502.153809
	Iteration 5Q: 3 clusters Score -7593540 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -7594677.500000 Penalty: 5502.153809
	Iteration 6Q: 3 clusters Score -7594678 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -7596679.000000 Penalty: 5502.153809
	Iteration 7F: 3 clusters Score -7596679 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -7599751.500000 Penalty: 5502.153809
	Iteration 8F: 3 clusters Score -7599752 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -7604063.500000 Penalty: 5502.153809
	Iteration 9F: 3 clusters Score -7604064 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -7608607.500000 Penalty: 5502.153809
	Iteration 10F: 3 clusters Score -7608608 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -7612096.000000 Penalty: 5502.153809
	Iteration 11F: 3 clusters Score -7612096 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -7614058.000000 Penalty: 5502.153809
	Iteration 12Q: 3 clusters Score -7614058 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -7614950.000000 Penalty: 5502.153809
	Iteration 13Q: 3 clusters Score -7614950 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -7615309.000000 Penalty: 5502.153809
	Iteration 14Q: 3 clusters Score -7615309 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -7615497.500000 Penalty: 5502.153809
	Iteration 15Q: 3 clusters Score -7615498 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -7615621.500000 Penalty: 5502.153809
	Iteration 16Q: 3 clusters Score -7615622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 65384 members 
Entering Unmasked Estep 
Score: -7615682.500000 Penalty: 5502.153809
	Iteration 17Q: 3 clusters Score -7615682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -7615718.000000 Penalty: 5502.153809
	Iteration 18Q: 3 clusters Score -7615718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -7615743.000000 Penalty: 5502.153809
	Iteration 19Q: 3 clusters Score -7615743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -7615754.500000 Penalty: 5502.153809
	Iteration 20F: 3 clusters Score -7615754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 65418 members 
Entering Unmasked Estep 
Score: -7615769.500000 Penalty: 5502.153809
	Iteration 21Q: 3 clusters Score -7615770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 65425 members 
Entering Unmasked Estep 
Score: -7615781.500000 Penalty: 5502.153809
	Iteration 22Q: 3 clusters Score -7615782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 65425 members 
Entering Unmasked Estep 
Score: -7615781.500000 Penalty: 5502.153809
	Iteration 23Q: 3 clusters Score -7615782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -7615795.000000 Penalty: 5502.153809
	Iteration 24Q: 3 clusters Score -7615795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 65425 members 
Entering Unmasked Estep 
Score: -7615800.000000 Penalty: 5502.153809
	Iteration 25Q: 3 clusters Score -7615800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -7615796.000000 Penalty: 5502.153809
	Iteration 26Q: 3 clusters Score -7615796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -7615803.500000 Penalty: 5502.153809
	Iteration 27Q: 3 clusters Score -7615804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -7615808.500000 Penalty: 5502.153809
	Iteration 28Q: 3 clusters Score -7615808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -7615808.500000 Penalty: 5502.153809
	Iteration 29F: 3 clusters Score -7615808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -51823.152344 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -51823.15 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 268 members 
Entering Unmasked Estep 
Score: -50334.234375 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -50334.23 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50561.445312 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -50561.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50651.273438 Penalty: 3099.987793
	Iteration 2Q: 3 clusters Score -50651.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50715.242188 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -50715.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50800.941406 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -50800.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50864.285156 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -50864.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50926.421875 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -50926.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50967.878906 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -50967.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50986.554688 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -50986.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51003.906250 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -51003.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51013.449219 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -51013.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51025.562500 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -51025.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51063.007812 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -51063.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51115.855469 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -51115.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51163.316406 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -51163.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51248.761719 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -51248.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51391.105469 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -51391.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51499.519531 Penalty: 3099.987793
	Iteration 17Q: 3 clusters Score -51499.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51535.214844 Penalty: 3099.987793
	Iteration 18Q: 3 clusters Score -51535.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51590.214844 Penalty: 3099.987793
	Iteration 19Q: 3 clusters Score -51590.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51635.664062 Penalty: 3099.987793
	Iteration 20F: 3 clusters Score -51635.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51714.332031 Penalty: 3099.987793
	Iteration 21Q: 3 clusters Score -51714.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51754.828125 Penalty: 3099.987793
	Iteration 22Q: 3 clusters Score -51754.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51754.828125 Penalty: 3099.987793
	Iteration 23F: 3 clusters Score -51754.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -79280.445312 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -79280.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77689.320312 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -77689.32 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78190.718750 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -78190.72 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -78462.265625 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -78462.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -78664.250000 Penalty: 3297.896240
	Iteration 3F: 3 clusters Score -78664.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78885.726562 Penalty: 3297.896240
	Iteration 4F: 3 clusters Score -78885.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79077.515625 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -79077.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79261.929688 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -79261.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79343.335938 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -79343.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79357.367188 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -79357.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79367.484375 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -79367.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79383.578125 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -79383.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79413.953125 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -79413.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79440.140625 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -79440.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79461.679688 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -79461.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79502.656250 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -79502.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79572.468750 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -79572.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79619.117188 Penalty: 3297.896240
	Iteration 16Q: 3 clusters Score -79619.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -79647.828125 Penalty: 3297.896240
	Iteration 17Q: 3 clusters Score -79647.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -79660.789062 Penalty: 3297.896240
	Iteration 18Q: 3 clusters Score -79660.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -79668.507812 Penalty: 3297.896240
	Iteration 19Q: 3 clusters Score -79668.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79720.062500 Penalty: 3297.896240
	Iteration 20F: 3 clusters Score -79720.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79916.359375 Penalty: 3297.896240
	Iteration 21Q: 3 clusters Score -79916.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79940.789062 Penalty: 3297.896240
	Iteration 22Q: 3 clusters Score -79940.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79946.578125 Penalty: 3297.896240
	Iteration 23Q: 3 clusters Score -79946.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79949.164062 Penalty: 3297.896240
	Iteration 24Q: 3 clusters Score -79949.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79949.164062 Penalty: 3297.896240
	Iteration 25F: 3 clusters Score -79949.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 191240 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65713 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5486 members 
Mstep: Class 10 contains 39991 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42865 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22718 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 322120 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69855 members 
Mstep: Class 25 contains 406 members 
Entering Unmasked Estep 
Score: -92671728.000000 Penalty: 84425.289062
Splitting cluster 6 changes total score from -92672752.000000 to -92671728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -207163.265625 Penalty: 1890.663208
	Iteration 0F: 2 clusters Score -207163.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -204528.578125 Penalty: 3781.326416
	Iteration 0F: 3 clusters Score -204528.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -205073.468750 Penalty: 3781.326416
	Iteration 1F: 3 clusters Score -205073.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -205267.515625 Penalty: 3781.326416
	Iteration 2F: 3 clusters Score -205267.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -205448.265625 Penalty: 3781.326416
	Iteration 3F: 3 clusters Score -205448.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -205564.062500 Penalty: 3781.326416
	Iteration 4Q: 3 clusters Score -205564.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -205632.953125 Penalty: 3781.326416
	Iteration 5Q: 3 clusters Score -205633 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -205676.640625 Penalty: 3781.326416
	Iteration 6Q: 3 clusters Score -205676.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -205705.328125 Penalty: 3781.326416
	Iteration 7Q: 3 clusters Score -205705.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -205721.718750 Penalty: 3781.326416
	Iteration 8Q: 3 clusters Score -205721.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -205737.609375 Penalty: 3781.326416
	Iteration 9Q: 3 clusters Score -205737.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -205759.890625 Penalty: 3781.326416
	Iteration 10Q: 3 clusters Score -205759.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -205769.531250 Penalty: 3781.326416
	Iteration 11Q: 3 clusters Score -205769.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -205775.765625 Penalty: 3781.326416
	Iteration 12Q: 3 clusters Score -205775.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -205781.687500 Penalty: 3781.326416
	Iteration 13Q: 3 clusters Score -205781.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -205785.546875 Penalty: 3781.326416
	Iteration 14Q: 3 clusters Score -205785.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -205787.015625 Penalty: 3781.326416
	Iteration 15Q: 3 clusters Score -205787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -205789.265625 Penalty: 3781.326416
	Iteration 16Q: 3 clusters Score -205789.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -205790.281250 Penalty: 3781.326416
	Iteration 17Q: 3 clusters Score -205790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -205791.500000 Penalty: 3781.326416
	Iteration 18Q: 3 clusters Score -205791.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -205794.031250 Penalty: 3781.326416
	Iteration 19Q: 3 clusters Score -205794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -205797.984375 Penalty: 3781.326416
	Iteration 20F: 3 clusters Score -205798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -205802.609375 Penalty: 3781.326416
	Iteration 21Q: 3 clusters Score -205802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -205804.718750 Penalty: 3781.326416
	Iteration 22Q: 3 clusters Score -205804.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -205809.203125 Penalty: 3781.326416
	Iteration 23Q: 3 clusters Score -205809.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -205812.546875 Penalty: 3781.326416
	Iteration 24Q: 3 clusters Score -205812.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -205813.968750 Penalty: 3781.326416
	Iteration 25Q: 3 clusters Score -205814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -205817.406250 Penalty: 3781.326416
	Iteration 26Q: 3 clusters Score -205817.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -205818.984375 Penalty: 3781.326416
	Iteration 27Q: 3 clusters Score -205819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -205819.890625 Penalty: 3781.326416
	Iteration 28Q: 3 clusters Score -205819.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -205821.375000 Penalty: 3781.326416
	Iteration 29Q: 3 clusters Score -205821.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -205824.031250 Penalty: 3781.326416
	Iteration 30Q: 3 clusters Score -205824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -205825.328125 Penalty: 3781.326416
	Iteration 31Q: 3 clusters Score -205825.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -205825.328125 Penalty: 3781.326416
	Iteration 32F: 3 clusters Score -205825.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Entering Unmasked Estep 
Score: -1774482.125000 Penalty: 2386.285400
	Iteration 0F: 2 clusters Score -1774482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1763565.125000 Penalty: 4772.570801
	Iteration 0F: 3 clusters Score -1763565 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1766999.875000 Penalty: 4772.570801
	Iteration 1F: 3 clusters Score -1767000 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1767372.250000 Penalty: 4772.570801
	Iteration 2F: 3 clusters Score -1767372 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1767743.250000 Penalty: 4772.570801
	Iteration 3F: 3 clusters Score -1767743 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1768143.625000 Penalty: 4772.570801
	Iteration 4F: 3 clusters Score -1768144 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1768649.875000 Penalty: 4772.570801
	Iteration 5F: 3 clusters Score -1768650 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1769277.875000 Penalty: 4772.570801
	Iteration 6F: 3 clusters Score -1769278 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1770091.375000 Penalty: 4772.570801
	Iteration 7F: 3 clusters Score -1770091 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1770886.625000 Penalty: 4772.570801
	Iteration 8F: 3 clusters Score -1770887 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1771524.250000 Penalty: 4772.570801
	Iteration 9Q: 3 clusters Score -1771524 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1771931.500000 Penalty: 4772.570801
	Iteration 10Q: 3 clusters Score -1771932 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1772147.250000 Penalty: 4772.570801
	Iteration 11Q: 3 clusters Score -1772147 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1772267.875000 Penalty: 4772.570801
	Iteration 12Q: 3 clusters Score -1772268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1772335.125000 Penalty: 4772.570801
	Iteration 13Q: 3 clusters Score -1772335 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1772380.875000 Penalty: 4772.570801
	Iteration 14Q: 3 clusters Score -1772381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1772415.625000 Penalty: 4772.570801
	Iteration 15Q: 3 clusters Score -1772416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1772437.000000 Penalty: 4772.570801
	Iteration 16Q: 3 clusters Score -1772437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1772448.125000 Penalty: 4772.570801
	Iteration 17Q: 3 clusters Score -1772448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1772460.125000 Penalty: 4772.570801
	Iteration 18Q: 3 clusters Score -1772460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1772475.875000 Penalty: 4772.570801
	Iteration 19Q: 3 clusters Score -1772476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1772480.875000 Penalty: 4772.570801
	Iteration 20F: 3 clusters Score -1772481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1772489.875000 Penalty: 4772.570801
	Iteration 21Q: 3 clusters Score -1772490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1772493.125000 Penalty: 4772.570801
	Iteration 22Q: 3 clusters Score -1772493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1772496.000000 Penalty: 4772.570801
	Iteration 23Q: 3 clusters Score -1772496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1772496.750000 Penalty: 4772.570801
	Iteration 24Q: 3 clusters Score -1772497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1772498.250000 Penalty: 4772.570801
	Iteration 25Q: 3 clusters Score -1772498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1772502.625000 Penalty: 4772.570801
	Iteration 26Q: 3 clusters Score -1772503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1772502.625000 Penalty: 4772.570801
	Iteration 27F: 3 clusters Score -1772503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Entering Unmasked Estep 
Score: -636267.562500 Penalty: 2135.268799
	Iteration 0F: 2 clusters Score -636267.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -631433.750000 Penalty: 4270.537598
	Iteration 0F: 3 clusters Score -631433.8 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -632553.250000 Penalty: 4270.537598
	Iteration 1F: 3 clusters Score -632553.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -632751.937500 Penalty: 4270.537598
	Iteration 2F: 3 clusters Score -632751.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -632876.750000 Penalty: 4270.537598
	Iteration 3Q: 3 clusters Score -632876.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -632956.937500 Penalty: 4270.537598
	Iteration 4Q: 3 clusters Score -632956.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -633009.500000 Penalty: 4270.537598
	Iteration 5Q: 3 clusters Score -633009.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -633062.187500 Penalty: 4270.537598
	Iteration 6Q: 3 clusters Score -633062.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -633119.062500 Penalty: 4270.537598
	Iteration 7Q: 3 clusters Score -633119.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -633165.500000 Penalty: 4270.537598
	Iteration 8Q: 3 clusters Score -633165.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -633205.687500 Penalty: 4270.537598
	Iteration 9Q: 3 clusters Score -633205.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -633239.625000 Penalty: 4270.537598
	Iteration 10Q: 3 clusters Score -633239.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -633269.125000 Penalty: 4270.537598
	Iteration 11Q: 3 clusters Score -633269.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -633301.750000 Penalty: 4270.537598
	Iteration 12Q: 3 clusters Score -633301.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -633328.125000 Penalty: 4270.537598
	Iteration 13Q: 3 clusters Score -633328.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -633351.750000 Penalty: 4270.537598
	Iteration 14Q: 3 clusters Score -633351.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -633375.125000 Penalty: 4270.537598
	Iteration 15Q: 3 clusters Score -633375.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -633394.562500 Penalty: 4270.537598
	Iteration 16Q: 3 clusters Score -633394.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -633404.500000 Penalty: 4270.537598
	Iteration 17Q: 3 clusters Score -633404.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -633416.437500 Penalty: 4270.537598
	Iteration 18Q: 3 clusters Score -633416.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -633425.812500 Penalty: 4270.537598
	Iteration 19Q: 3 clusters Score -633425.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -633437.187500 Penalty: 4270.537598
	Iteration 20F: 3 clusters Score -633437.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -633447.875000 Penalty: 4270.537598
	Iteration 21Q: 3 clusters Score -633447.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -633461.312500 Penalty: 4270.537598
	Iteration 22Q: 3 clusters Score -633461.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -633473.437500 Penalty: 4270.537598
	Iteration 23Q: 3 clusters Score -633473.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -633490.375000 Penalty: 4270.537598
	Iteration 24Q: 3 clusters Score -633490.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -633508.875000 Penalty: 4270.537598
	Iteration 25Q: 3 clusters Score -633508.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -633535.687500 Penalty: 4270.537598
	Iteration 26Q: 3 clusters Score -633535.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -633556.562500 Penalty: 4270.537598
	Iteration 27Q: 3 clusters Score -633556.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -633582.750000 Penalty: 4270.537598
	Iteration 28Q: 3 clusters Score -633582.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -633613.625000 Penalty: 4270.537598
	Iteration 29Q: 3 clusters Score -633613.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -633653.812500 Penalty: 4270.537598
	Iteration 30Q: 3 clusters Score -633653.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -633693.437500 Penalty: 4270.537598
	Iteration 31Q: 3 clusters Score -633693.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -633735.500000 Penalty: 4270.537598
	Iteration 32Q: 3 clusters Score -633735.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -633780.625000 Penalty: 4270.537598
	Iteration 33Q: 3 clusters Score -633780.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -633829.250000 Penalty: 4270.537598
	Iteration 34Q: 3 clusters Score -633829.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -633871.625000 Penalty: 4270.537598
	Iteration 35Q: 3 clusters Score -633871.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -633915.000000 Penalty: 4270.537598
	Iteration 36Q: 3 clusters Score -633915 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -633950.250000 Penalty: 4270.537598
	Iteration 37Q: 3 clusters Score -633950.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -633990.437500 Penalty: 4270.537598
	Iteration 38Q: 3 clusters Score -633990.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -634024.125000 Penalty: 4270.537598
	Iteration 39Q: 3 clusters Score -634024.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -634056.187500 Penalty: 4270.537598
	Iteration 40F: 3 clusters Score -634056.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -634102.187500 Penalty: 4270.537598
	Iteration 41Q: 3 clusters Score -634102.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -634141.875000 Penalty: 4270.537598
	Iteration 42Q: 3 clusters Score -634141.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -634174.500000 Penalty: 4270.537598
	Iteration 43Q: 3 clusters Score -634174.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -634192.875000 Penalty: 4270.537598
	Iteration 44Q: 3 clusters Score -634192.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -634208.750000 Penalty: 4270.537598
	Iteration 45Q: 3 clusters Score -634208.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -634224.125000 Penalty: 4270.537598
	Iteration 46Q: 3 clusters Score -634224.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -634236.500000 Penalty: 4270.537598
	Iteration 47Q: 3 clusters Score -634236.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -634250.562500 Penalty: 4270.537598
	Iteration 48Q: 3 clusters Score -634250.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -634260.437500 Penalty: 4270.537598
	Iteration 49Q: 3 clusters Score -634260.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -634268.875000 Penalty: 4270.537598
	Iteration 50Q: 3 clusters Score -634268.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -634276.437500 Penalty: 4270.537598
	Iteration 51Q: 3 clusters Score -634276.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -634283.625000 Penalty: 4270.537598
	Iteration 52Q: 3 clusters Score -634283.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -634289.375000 Penalty: 4270.537598
	Iteration 53Q: 3 clusters Score -634289.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -634294.937500 Penalty: 4270.537598
	Iteration 54Q: 3 clusters Score -634294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -634295.687500 Penalty: 4270.537598
	Iteration 55Q: 3 clusters Score -634295.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -634298.000000 Penalty: 4270.537598
	Iteration 56Q: 3 clusters Score -634298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -634300.312500 Penalty: 4270.537598
	Iteration 57Q: 3 clusters Score -634300.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -634301.500000 Penalty: 4270.537598
	Iteration 58Q: 3 clusters Score -634301.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -634303.875000 Penalty: 4270.537598
	Iteration 59Q: 3 clusters Score -634303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -634304.875000 Penalty: 4270.537598
	Iteration 60F: 3 clusters Score -634304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -634306.687500 Penalty: 4270.537598
	Iteration 61Q: 3 clusters Score -634306.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -634309.250000 Penalty: 4270.537598
	Iteration 62Q: 3 clusters Score -634309.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -634310.875000 Penalty: 4270.537598
	Iteration 63Q: 3 clusters Score -634310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -634313.312500 Penalty: 4270.537598
	Iteration 64Q: 3 clusters Score -634313.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -634316.375000 Penalty: 4270.537598
	Iteration 65Q: 3 clusters Score -634316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -634317.875000 Penalty: 4270.537598
	Iteration 66Q: 3 clusters Score -634317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -634317.687500 Penalty: 4270.537598
	Iteration 67Q: 3 clusters Score -634317.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -634317.687500 Penalty: 4270.537598
	Iteration 68F: 3 clusters Score -634317.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Entering Unmasked Estep 
Score: -4668132.000000 Penalty: 2627.909668
	Iteration 0F: 2 clusters Score -4668132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -4641054.000000 Penalty: 5255.819336
	Iteration 0F: 3 clusters Score -4641054 nChanged 18288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -4651054.000000 Penalty: 5255.819336
	Iteration 1F: 3 clusters Score -4651054 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4651582.000000 Penalty: 5255.819336
	Iteration 2Q: 3 clusters Score -4651582 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4652115.000000 Penalty: 5255.819336
	Iteration 3Q: 3 clusters Score -4652115 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -4652720.500000 Penalty: 5255.819336
	Iteration 4Q: 3 clusters Score -4652720 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -4653499.500000 Penalty: 5255.819336
	Iteration 5Q: 3 clusters Score -4653500 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4654453.000000 Penalty: 5255.819336
	Iteration 6Q: 3 clusters Score -4654453 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -4655875.500000 Penalty: 5255.819336
	Iteration 7F: 3 clusters Score -4655876 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4657824.500000 Penalty: 5255.819336
	Iteration 8F: 3 clusters Score -4657824 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -4660303.500000 Penalty: 5255.819336
	Iteration 9F: 3 clusters Score -4660304 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -4662622.000000 Penalty: 5255.819336
	Iteration 10F: 3 clusters Score -4662622 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -4664201.000000 Penalty: 5255.819336
	Iteration 11Q: 3 clusters Score -4664201 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -4664852.500000 Penalty: 5255.819336
	Iteration 12Q: 3 clusters Score -4664852 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -4665140.500000 Penalty: 5255.819336
	Iteration 13Q: 3 clusters Score -4665140 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -4665310.500000 Penalty: 5255.819336
	Iteration 14Q: 3 clusters Score -4665310 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -4665441.000000 Penalty: 5255.819336
	Iteration 15Q: 3 clusters Score -4665441 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -4665566.000000 Penalty: 5255.819336
	Iteration 16Q: 3 clusters Score -4665566 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -4665652.000000 Penalty: 5255.819336
	Iteration 17Q: 3 clusters Score -4665652 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -4665698.500000 Penalty: 5255.819336
	Iteration 18Q: 3 clusters Score -4665698 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -4665730.000000 Penalty: 5255.819336
	Iteration 19Q: 3 clusters Score -4665730 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -4665775.000000 Penalty: 5255.819336
	Iteration 20F: 3 clusters Score -4665775 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -4665843.000000 Penalty: 5255.819336
	Iteration 21Q: 3 clusters Score -4665843 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -4665936.500000 Penalty: 5255.819336
	Iteration 22Q: 3 clusters Score -4665936 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -4666063.500000 Penalty: 5255.819336
	Iteration 23Q: 3 clusters Score -4666064 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4666194.000000 Penalty: 5255.819336
	Iteration 24Q: 3 clusters Score -4666194 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4666313.000000 Penalty: 5255.819336
	Iteration 25Q: 3 clusters Score -4666313 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -4666419.000000 Penalty: 5255.819336
	Iteration 26Q: 3 clusters Score -4666419 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -4666481.000000 Penalty: 5255.819336
	Iteration 27Q: 3 clusters Score -4666481 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -4666562.000000 Penalty: 5255.819336
	Iteration 28Q: 3 clusters Score -4666562 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -4666593.500000 Penalty: 5255.819336
	Iteration 29Q: 3 clusters Score -4666594 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -4666616.500000 Penalty: 5255.819336
	Iteration 30Q: 3 clusters Score -4666616 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4666646.500000 Penalty: 5255.819336
	Iteration 31Q: 3 clusters Score -4666646 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4666656.500000 Penalty: 5255.819336
	Iteration 32Q: 3 clusters Score -4666656 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -4666663.000000 Penalty: 5255.819336
	Iteration 33Q: 3 clusters Score -4666663 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4666695.000000 Penalty: 5255.819336
	Iteration 34Q: 3 clusters Score -4666695 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -4666705.000000 Penalty: 5255.819336
	Iteration 35Q: 3 clusters Score -4666705 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4666707.500000 Penalty: 5255.819336
	Iteration 36Q: 3 clusters Score -4666708 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4666705.000000 Penalty: 5255.819336
	Iteration 37Q: 3 clusters Score -4666705 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -4666715.000000 Penalty: 5255.819336
	Iteration 38Q: 3 clusters Score -4666715 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -4666714.000000 Penalty: 5255.819336
	Iteration 39Q: 3 clusters Score -4666714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -4666716.000000 Penalty: 5255.819336
	Iteration 40F: 3 clusters Score -4666716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -4666727.500000 Penalty: 5255.819336
	Iteration 41Q: 3 clusters Score -4666728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -4666735.000000 Penalty: 5255.819336
	Iteration 42Q: 3 clusters Score -4666735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -4666733.000000 Penalty: 5255.819336
	Iteration 43Q: 3 clusters Score -4666733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -4666740.000000 Penalty: 5255.819336
	Iteration 44Q: 3 clusters Score -4666740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -4666749.500000 Penalty: 5255.819336
	Iteration 45Q: 3 clusters Score -4666750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -4666735.000000 Penalty: 5255.819336
	Iteration 46Q: 3 clusters Score -4666735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -4666732.500000 Penalty: 5255.819336
	Iteration 47Q: 3 clusters Score -4666732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -4666741.000000 Penalty: 5255.819336
	Iteration 48Q: 3 clusters Score -4666741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -4666740.000000 Penalty: 5255.819336
	Iteration 49Q: 3 clusters Score -4666740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4666746.500000 Penalty: 5255.819336
	Iteration 50Q: 3 clusters Score -4666746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4666747.500000 Penalty: 5255.819336
	Iteration 51Q: 3 clusters Score -4666748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -4666737.000000 Penalty: 5255.819336
	Iteration 52Q: 3 clusters Score -4666737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -4666742.000000 Penalty: 5255.819336
	Iteration 53Q: 3 clusters Score -4666742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -4666740.500000 Penalty: 5255.819336
	Iteration 54Q: 3 clusters Score -4666740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -4666749.500000 Penalty: 5255.819336
	Iteration 55Q: 3 clusters Score -4666750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -4666745.500000 Penalty: 5255.819336
	Iteration 56Q: 3 clusters Score -4666746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4666740.500000 Penalty: 5255.819336
	Iteration 57Q: 3 clusters Score -4666740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -4666744.000000 Penalty: 5255.819336
	Iteration 58Q: 3 clusters Score -4666744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -4666746.500000 Penalty: 5255.819336
	Iteration 59Q: 3 clusters Score -4666746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -4666743.000000 Penalty: 5255.819336
	Iteration 60F: 3 clusters Score -4666743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4666748.000000 Penalty: 5255.819336
	Iteration 61Q: 3 clusters Score -4666748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -4666747.000000 Penalty: 5255.819336
	Iteration 62Q: 3 clusters Score -4666747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -4666746.000000 Penalty: 5255.819336
	Iteration 63Q: 3 clusters Score -4666746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4666749.000000 Penalty: 5255.819336
	Iteration 64Q: 3 clusters Score -4666749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4666751.000000 Penalty: 5255.819336
	Iteration 65Q: 3 clusters Score -4666751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -4666755.500000 Penalty: 5255.819336
	Iteration 66Q: 3 clusters Score -4666756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -4666748.500000 Penalty: 5255.819336
	Iteration 67Q: 3 clusters Score -4666748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -4666748.500000 Penalty: 5255.819336
	Iteration 68F: 3 clusters Score -4666748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -329623.593750 Penalty: 1973.813843
	Iteration 0F: 2 clusters Score -329623.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -326451.468750 Penalty: 3947.627686
	Iteration 0F: 3 clusters Score -326451.5 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -327125.500000 Penalty: 3947.627686
	Iteration 1F: 3 clusters Score -327125.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -327411.187500 Penalty: 3947.627686
	Iteration 2F: 3 clusters Score -327411.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -327688.000000 Penalty: 3947.627686
	Iteration 3F: 3 clusters Score -327688 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -327902.281250 Penalty: 3947.627686
	Iteration 4F: 3 clusters Score -327902.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -328054.125000 Penalty: 3947.627686
	Iteration 5F: 3 clusters Score -328054.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -328152.750000 Penalty: 3947.627686
	Iteration 6Q: 3 clusters Score -328152.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -328219.593750 Penalty: 3947.627686
	Iteration 7Q: 3 clusters Score -328219.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -328284.906250 Penalty: 3947.627686
	Iteration 8Q: 3 clusters Score -328284.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -328340.375000 Penalty: 3947.627686
	Iteration 9Q: 3 clusters Score -328340.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -328394.937500 Penalty: 3947.627686
	Iteration 10Q: 3 clusters Score -328394.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -328441.875000 Penalty: 3947.627686
	Iteration 11Q: 3 clusters Score -328441.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -328480.125000 Penalty: 3947.627686
	Iteration 12Q: 3 clusters Score -328480.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -328520.593750 Penalty: 3947.627686
	Iteration 13Q: 3 clusters Score -328520.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -328559.812500 Penalty: 3947.627686
	Iteration 14Q: 3 clusters Score -328559.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -328591.218750 Penalty: 3947.627686
	Iteration 15Q: 3 clusters Score -328591.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -328627.687500 Penalty: 3947.627686
	Iteration 16Q: 3 clusters Score -328627.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -328652.468750 Penalty: 3947.627686
	Iteration 17Q: 3 clusters Score -328652.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -328680.000000 Penalty: 3947.627686
	Iteration 18Q: 3 clusters Score -328680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -328699.437500 Penalty: 3947.627686
	Iteration 19Q: 3 clusters Score -328699.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -328713.812500 Penalty: 3947.627686
	Iteration 20F: 3 clusters Score -328713.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -328733.281250 Penalty: 3947.627686
	Iteration 21Q: 3 clusters Score -328733.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -328755.093750 Penalty: 3947.627686
	Iteration 22Q: 3 clusters Score -328755.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -328774.968750 Penalty: 3947.627686
	Iteration 23Q: 3 clusters Score -328775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -328786.406250 Penalty: 3947.627686
	Iteration 24Q: 3 clusters Score -328786.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -328796.531250 Penalty: 3947.627686
	Iteration 25Q: 3 clusters Score -328796.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -328803.062500 Penalty: 3947.627686
	Iteration 26Q: 3 clusters Score -328803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -328806.562500 Penalty: 3947.627686
	Iteration 27Q: 3 clusters Score -328806.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -328811.218750 Penalty: 3947.627686
	Iteration 28Q: 3 clusters Score -328811.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -328817.000000 Penalty: 3947.627686
	Iteration 29Q: 3 clusters Score -328817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -328822.906250 Penalty: 3947.627686
	Iteration 30Q: 3 clusters Score -328822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -328829.937500 Penalty: 3947.627686
	Iteration 31Q: 3 clusters Score -328829.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -328834.625000 Penalty: 3947.627686
	Iteration 32Q: 3 clusters Score -328834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -328837.125000 Penalty: 3947.627686
	Iteration 33Q: 3 clusters Score -328837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -328837.781250 Penalty: 3947.627686
	Iteration 34Q: 3 clusters Score -328837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -328838.781250 Penalty: 3947.627686
	Iteration 35Q: 3 clusters Score -328838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -328838.781250 Penalty: 3947.627686
	Iteration 36F: 3 clusters Score -328838.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -47689.906250 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -47689.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46300.617188 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -46300.62 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46478.863281 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -46478.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46531.875000 Penalty: 3041.088379
	Iteration 2F: 3 clusters Score -46531.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46561.894531 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -46561.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46579.781250 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -46579.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46590.476562 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -46590.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46599.843750 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -46599.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46604.960938 Penalty: 3041.088379
	Iteration 7Q: 3 clusters Score -46604.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46604.960938 Penalty: 3041.088379
	Iteration 8F: 3 clusters Score -46604.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Entering Unmasked Estep 
Score: -4836914.000000 Penalty: 2645.121094
	Iteration 0F: 2 clusters Score -4836914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -4807949.000000 Penalty: 5290.242188
	Iteration 0F: 3 clusters Score -4807949 nChanged 19641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -4818564.000000 Penalty: 5290.242188
	Iteration 1F: 3 clusters Score -4818564 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -4819052.500000 Penalty: 5290.242188
	Iteration 2Q: 3 clusters Score -4819052 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -4819469.000000 Penalty: 5290.242188
	Iteration 3Q: 3 clusters Score -4819469 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -4819876.000000 Penalty: 5290.242188
	Iteration 4Q: 3 clusters Score -4819876 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -4820346.000000 Penalty: 5290.242188
	Iteration 5Q: 3 clusters Score -4820346 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -4820964.000000 Penalty: 5290.242188
	Iteration 6Q: 3 clusters Score -4820964 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -4821951.500000 Penalty: 5290.242188
	Iteration 7Q: 3 clusters Score -4821952 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -4823442.000000 Penalty: 5290.242188
	Iteration 8F: 3 clusters Score -4823442 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -4825715.000000 Penalty: 5290.242188
	Iteration 9F: 3 clusters Score -4825715 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -4828610.000000 Penalty: 5290.242188
	Iteration 10F: 3 clusters Score -4828610 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -4831356.000000 Penalty: 5290.242188
	Iteration 11F: 3 clusters Score -4831356 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -4833118.000000 Penalty: 5290.242188
	Iteration 12Q: 3 clusters Score -4833118 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -4833970.000000 Penalty: 5290.242188
	Iteration 13Q: 3 clusters Score -4833970 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -4834312.500000 Penalty: 5290.242188
	Iteration 14Q: 3 clusters Score -4834312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -4834454.000000 Penalty: 5290.242188
	Iteration 15Q: 3 clusters Score -4834454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -4834503.500000 Penalty: 5290.242188
	Iteration 16Q: 3 clusters Score -4834504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -4834537.000000 Penalty: 5290.242188
	Iteration 17Q: 3 clusters Score -4834537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -4834557.500000 Penalty: 5290.242188
	Iteration 18Q: 3 clusters Score -4834558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -4834564.500000 Penalty: 5290.242188
	Iteration 19Q: 3 clusters Score -4834564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -4834572.000000 Penalty: 5290.242188
	Iteration 20F: 3 clusters Score -4834572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -4834570.000000 Penalty: 5290.242188
	Iteration 21Q: 3 clusters Score -4834570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -4834576.000000 Penalty: 5290.242188
	Iteration 22Q: 3 clusters Score -4834576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -4834576.000000 Penalty: 5290.242188
	Iteration 23Q: 3 clusters Score -4834576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -4834576.000000 Penalty: 5290.242188
	Iteration 24F: 3 clusters Score -4834576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -92326.218750 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -92326.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -90525.351562 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -90525.35 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -90866.187500 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -90866.19 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -91031.359375 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -91031.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91157.203125 Penalty: 3383.809814
	Iteration 3F: 3 clusters Score -91157.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91313.585938 Penalty: 3383.809814
	Iteration 4F: 3 clusters Score -91313.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91451.257812 Penalty: 3383.809814
	Iteration 5F: 3 clusters Score -91451.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91629.546875 Penalty: 3383.809814
	Iteration 6F: 3 clusters Score -91629.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91791.367188 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -91791.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91956.500000 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -91956.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92037.812500 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -92037.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92096.664062 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -92096.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -92326.273438 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -92326.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -93451.148438 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -93451.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93481.718750 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -93481.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -93493.679688 Penalty: 3383.809814
	Iteration 14Q: 3 clusters Score -93493.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -93506.296875 Penalty: 3383.809814
	Iteration 15Q: 3 clusters Score -93506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -93511.562500 Penalty: 3383.809814
	Iteration 16Q: 3 clusters Score -93511.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -93523.937500 Penalty: 3383.809814
	Iteration 17Q: 3 clusters Score -93523.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -93530.328125 Penalty: 3383.809814
	Iteration 18Q: 3 clusters Score -93530.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -93533.406250 Penalty: 3383.809814
	Iteration 19Q: 3 clusters Score -93533.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -93537.960938 Penalty: 3383.809814
	Iteration 20F: 3 clusters Score -93537.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93558.640625 Penalty: 3383.809814
	Iteration 21Q: 3 clusters Score -93558.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -93582.484375 Penalty: 3383.809814
	Iteration 22Q: 3 clusters Score -93582.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -93615.078125 Penalty: 3383.809814
	Iteration 23Q: 3 clusters Score -93615.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -93653.000000 Penalty: 3383.809814
	Iteration 24Q: 3 clusters Score -93653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -93672.875000 Penalty: 3383.809814
	Iteration 25Q: 3 clusters Score -93672.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93690.265625 Penalty: 3383.809814
	Iteration 26Q: 3 clusters Score -93690.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93709.070312 Penalty: 3383.809814
	Iteration 27Q: 3 clusters Score -93709.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93714.585938 Penalty: 3383.809814
	Iteration 28Q: 3 clusters Score -93714.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93719.828125 Penalty: 3383.809814
	Iteration 29Q: 3 clusters Score -93719.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93723.453125 Penalty: 3383.809814
	Iteration 30Q: 3 clusters Score -93723.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93731.992188 Penalty: 3383.809814
	Iteration 31F: 3 clusters Score -93731.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93747.234375 Penalty: 3383.809814
	Iteration 32Q: 3 clusters Score -93747.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -93755.421875 Penalty: 3383.809814
	Iteration 33Q: 3 clusters Score -93755.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -93765.648438 Penalty: 3383.809814
	Iteration 34Q: 3 clusters Score -93765.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93796.492188 Penalty: 3383.809814
	Iteration 35Q: 3 clusters Score -93796.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -93976.296875 Penalty: 3383.809814
	Iteration 36Q: 3 clusters Score -93976.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -94073.671875 Penalty: 3383.809814
	Iteration 37Q: 3 clusters Score -94073.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -94073.671875 Penalty: 3383.809814
	Iteration 38F: 3 clusters Score -94073.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 191240 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65713 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5486 members 
Mstep: Class 10 contains 39991 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42865 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22718 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 322120 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69855 members 
Mstep: Class 25 contains 334 members 
Entering Unmasked Estep 
Score: -92672920.000000 Penalty: 84425.289062
Splitting cluster 14 changes total score from -92672752.000000 to -92672920.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (6598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Entering Unmasked Estep 
Score: -770696.312500 Penalty: 2181.041504
	Iteration 0F: 2 clusters Score -770696.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -765188.625000 Penalty: 4362.083008
	Iteration 0F: 3 clusters Score -765188.6 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -766569.000000 Penalty: 4362.083008
	Iteration 1F: 3 clusters Score -766569 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -766806.500000 Penalty: 4362.083008
	Iteration 2F: 3 clusters Score -766806.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -766955.875000 Penalty: 4362.083008
	Iteration 3Q: 3 clusters Score -766955.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -767069.125000 Penalty: 4362.083008
	Iteration 4Q: 3 clusters Score -767069.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -767182.750000 Penalty: 4362.083008
	Iteration 5Q: 3 clusters Score -767182.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -767283.500000 Penalty: 4362.083008
	Iteration 6Q: 3 clusters Score -767283.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -767382.437500 Penalty: 4362.083008
	Iteration 7Q: 3 clusters Score -767382.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -767488.000000 Penalty: 4362.083008
	Iteration 8Q: 3 clusters Score -767488 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -767617.000000 Penalty: 4362.083008
	Iteration 9Q: 3 clusters Score -767617 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -767751.062500 Penalty: 4362.083008
	Iteration 10Q: 3 clusters Score -767751.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -767880.125000 Penalty: 4362.083008
	Iteration 11Q: 3 clusters Score -767880.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -768001.500000 Penalty: 4362.083008
	Iteration 12Q: 3 clusters Score -768001.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -768114.750000 Penalty: 4362.083008
	Iteration 13Q: 3 clusters Score -768114.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -768230.375000 Penalty: 4362.083008
	Iteration 14Q: 3 clusters Score -768230.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -768333.000000 Penalty: 4362.083008
	Iteration 15Q: 3 clusters Score -768333 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -768421.375000 Penalty: 4362.083008
	Iteration 16Q: 3 clusters Score -768421.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -768508.312500 Penalty: 4362.083008
	Iteration 17Q: 3 clusters Score -768508.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -768582.875000 Penalty: 4362.083008
	Iteration 18Q: 3 clusters Score -768582.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -768630.625000 Penalty: 4362.083008
	Iteration 19Q: 3 clusters Score -768630.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -768664.625000 Penalty: 4362.083008
	Iteration 20F: 3 clusters Score -768664.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -768699.062500 Penalty: 4362.083008
	Iteration 21Q: 3 clusters Score -768699.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -768720.500000 Penalty: 4362.083008
	Iteration 22Q: 3 clusters Score -768720.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -768736.437500 Penalty: 4362.083008
	Iteration 23Q: 3 clusters Score -768736.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -768746.125000 Penalty: 4362.083008
	Iteration 24Q: 3 clusters Score -768746.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -768752.875000 Penalty: 4362.083008
	Iteration 25Q: 3 clusters Score -768752.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -768758.000000 Penalty: 4362.083008
	Iteration 26Q: 3 clusters Score -768758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -768764.750000 Penalty: 4362.083008
	Iteration 27Q: 3 clusters Score -768764.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -768767.625000 Penalty: 4362.083008
	Iteration 28Q: 3 clusters Score -768767.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -768771.750000 Penalty: 4362.083008
	Iteration 29Q: 3 clusters Score -768771.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -768777.000000 Penalty: 4362.083008
	Iteration 30Q: 3 clusters Score -768777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -768780.437500 Penalty: 4362.083008
	Iteration 31Q: 3 clusters Score -768780.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -768780.750000 Penalty: 4362.083008
	Iteration 32Q: 3 clusters Score -768780.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -768784.125000 Penalty: 4362.083008
	Iteration 33Q: 3 clusters Score -768784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -768782.625000 Penalty: 4362.083008
	Iteration 34Q: 3 clusters Score -768782.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -768784.875000 Penalty: 4362.083008
	Iteration 35Q: 3 clusters Score -768784.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -768787.875000 Penalty: 4362.083008
	Iteration 36Q: 3 clusters Score -768787.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -768785.937500 Penalty: 4362.083008
	Iteration 37Q: 3 clusters Score -768785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -768786.687500 Penalty: 4362.083008
	Iteration 38Q: 3 clusters Score -768786.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -768789.250000 Penalty: 4362.083008
	Iteration 39Q: 3 clusters Score -768789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -768789.375000 Penalty: 4362.083008
	Iteration 40F: 3 clusters Score -768789.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Entering Unmasked Estep 
Score: -2666158.250000 Penalty: 2487.666260
	Iteration 0F: 2 clusters Score -2666158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2650320.250000 Penalty: 4975.332520
	Iteration 0F: 3 clusters Score -2650320 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2655754.000000 Penalty: 4975.332520
	Iteration 1F: 3 clusters Score -2655754 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2656209.250000 Penalty: 4975.332520
	Iteration 2F: 3 clusters Score -2656209 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2656701.500000 Penalty: 4975.332520
	Iteration 3Q: 3 clusters Score -2656702 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2657235.500000 Penalty: 4975.332520
	Iteration 4Q: 3 clusters Score -2657236 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2657858.750000 Penalty: 4975.332520
	Iteration 5Q: 3 clusters Score -2657859 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2658547.750000 Penalty: 4975.332520
	Iteration 6Q: 3 clusters Score -2658548 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2659198.250000 Penalty: 4975.332520
	Iteration 7Q: 3 clusters Score -2659198 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2659802.000000 Penalty: 4975.332520
	Iteration 8Q: 3 clusters Score -2659802 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2660427.500000 Penalty: 4975.332520
	Iteration 9Q: 3 clusters Score -2660428 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2661046.750000 Penalty: 4975.332520
	Iteration 10Q: 3 clusters Score -2661047 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2661686.500000 Penalty: 4975.332520
	Iteration 11Q: 3 clusters Score -2661686 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2662245.500000 Penalty: 4975.332520
	Iteration 12Q: 3 clusters Score -2662246 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2662692.750000 Penalty: 4975.332520
	Iteration 13Q: 3 clusters Score -2662693 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2663037.750000 Penalty: 4975.332520
	Iteration 14Q: 3 clusters Score -2663038 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2663268.750000 Penalty: 4975.332520
	Iteration 15Q: 3 clusters Score -2663269 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2663433.500000 Penalty: 4975.332520
	Iteration 16Q: 3 clusters Score -2663434 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2663587.500000 Penalty: 4975.332520
	Iteration 17Q: 3 clusters Score -2663588 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2663690.250000 Penalty: 4975.332520
	Iteration 18Q: 3 clusters Score -2663690 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2663779.500000 Penalty: 4975.332520
	Iteration 19Q: 3 clusters Score -2663780 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2663863.250000 Penalty: 4975.332520
	Iteration 20F: 3 clusters Score -2663863 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2663944.750000 Penalty: 4975.332520
	Iteration 21Q: 3 clusters Score -2663945 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2664040.500000 Penalty: 4975.332520
	Iteration 22Q: 3 clusters Score -2664040 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2664135.000000 Penalty: 4975.332520
	Iteration 23Q: 3 clusters Score -2664135 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2664228.250000 Penalty: 4975.332520
	Iteration 24Q: 3 clusters Score -2664228 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2664326.250000 Penalty: 4975.332520
	Iteration 25Q: 3 clusters Score -2664326 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2664401.750000 Penalty: 4975.332520
	Iteration 26Q: 3 clusters Score -2664402 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2664470.750000 Penalty: 4975.332520
	Iteration 27Q: 3 clusters Score -2664471 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2664513.750000 Penalty: 4975.332520
	Iteration 28Q: 3 clusters Score -2664514 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2664548.000000 Penalty: 4975.332520
	Iteration 29Q: 3 clusters Score -2664548 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2664588.750000 Penalty: 4975.332520
	Iteration 30Q: 3 clusters Score -2664589 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2664623.000000 Penalty: 4975.332520
	Iteration 31Q: 3 clusters Score -2664623 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2664649.750000 Penalty: 4975.332520
	Iteration 32Q: 3 clusters Score -2664650 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2664672.750000 Penalty: 4975.332520
	Iteration 33Q: 3 clusters Score -2664673 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2664693.750000 Penalty: 4975.332520
	Iteration 34Q: 3 clusters Score -2664694 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2664717.500000 Penalty: 4975.332520
	Iteration 35Q: 3 clusters Score -2664718 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2664735.500000 Penalty: 4975.332520
	Iteration 36Q: 3 clusters Score -2664736 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2664759.250000 Penalty: 4975.332520
	Iteration 37Q: 3 clusters Score -2664759 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2664779.750000 Penalty: 4975.332520
	Iteration 38Q: 3 clusters Score -2664780 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2664802.000000 Penalty: 4975.332520
	Iteration 39Q: 3 clusters Score -2664802 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2664821.250000 Penalty: 4975.332520
	Iteration 40F: 3 clusters Score -2664821 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2664836.500000 Penalty: 4975.332520
	Iteration 41Q: 3 clusters Score -2664836 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2664863.500000 Penalty: 4975.332520
	Iteration 42Q: 3 clusters Score -2664864 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2664885.250000 Penalty: 4975.332520
	Iteration 43Q: 3 clusters Score -2664885 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2664887.750000 Penalty: 4975.332520
	Iteration 44Q: 3 clusters Score -2664888 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2664914.500000 Penalty: 4975.332520
	Iteration 45Q: 3 clusters Score -2664914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2664919.500000 Penalty: 4975.332520
	Iteration 46Q: 3 clusters Score -2664920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2664922.000000 Penalty: 4975.332520
	Iteration 47Q: 3 clusters Score -2664922 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2664933.250000 Penalty: 4975.332520
	Iteration 48Q: 3 clusters Score -2664933 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2664942.750000 Penalty: 4975.332520
	Iteration 49Q: 3 clusters Score -2664943 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2664948.250000 Penalty: 4975.332520
	Iteration 50Q: 3 clusters Score -2664948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2664952.250000 Penalty: 4975.332520
	Iteration 51Q: 3 clusters Score -2664952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2664961.250000 Penalty: 4975.332520
	Iteration 52Q: 3 clusters Score -2664961 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2664968.000000 Penalty: 4975.332520
	Iteration 53Q: 3 clusters Score -2664968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2664974.500000 Penalty: 4975.332520
	Iteration 54Q: 3 clusters Score -2664974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2664978.500000 Penalty: 4975.332520
	Iteration 55Q: 3 clusters Score -2664978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2664990.250000 Penalty: 4975.332520
	Iteration 56Q: 3 clusters Score -2664990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2664987.000000 Penalty: 4975.332520
	Iteration 57Q: 3 clusters Score -2664987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2664981.750000 Penalty: 4975.332520
	Iteration 58Q: 3 clusters Score -2664982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2664991.750000 Penalty: 4975.332520
	Iteration 59Q: 3 clusters Score -2664992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2664998.750000 Penalty: 4975.332520
	Iteration 60F: 3 clusters Score -2664999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2664997.750000 Penalty: 4975.332520
	Iteration 61Q: 3 clusters Score -2664998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2665010.000000 Penalty: 4975.332520
	Iteration 62Q: 3 clusters Score -2665010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2665005.500000 Penalty: 4975.332520
	Iteration 63Q: 3 clusters Score -2665006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2665008.500000 Penalty: 4975.332520
	Iteration 64Q: 3 clusters Score -2665008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2665008.500000 Penalty: 4975.332520
	Iteration 65Q: 3 clusters Score -2665008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2665010.000000 Penalty: 4975.332520
	Iteration 66Q: 3 clusters Score -2665010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2665005.750000 Penalty: 4975.332520
	Iteration 67Q: 3 clusters Score -2665006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2665005.000000 Penalty: 4975.332520
	Iteration 68Q: 3 clusters Score -2665005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2665010.750000 Penalty: 4975.332520
	Iteration 69Q: 3 clusters Score -2665011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2665008.000000 Penalty: 4975.332520
	Iteration 70Q: 3 clusters Score -2665008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2665001.000000 Penalty: 4975.332520
	Iteration 71Q: 3 clusters Score -2665001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2664995.000000 Penalty: 4975.332520
	Iteration 72Q: 3 clusters Score -2664995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2665002.500000 Penalty: 4975.332520
	Iteration 73Q: 3 clusters Score -2665002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2665010.500000 Penalty: 4975.332520
	Iteration 74Q: 3 clusters Score -2665010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2665008.250000 Penalty: 4975.332520
	Iteration 75Q: 3 clusters Score -2665008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2665011.000000 Penalty: 4975.332520
	Iteration 76Q: 3 clusters Score -2665011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2665008.750000 Penalty: 4975.332520
	Iteration 77Q: 3 clusters Score -2665009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2665012.500000 Penalty: 4975.332520
	Iteration 78Q: 3 clusters Score -2665012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2665016.000000 Penalty: 4975.332520
	Iteration 79Q: 3 clusters Score -2665016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2665016.250000 Penalty: 4975.332520
	Iteration 80F: 3 clusters Score -2665016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2665015.500000 Penalty: 4975.332520
	Iteration 81Q: 3 clusters Score -2665016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2665018.000000 Penalty: 4975.332520
	Iteration 82Q: 3 clusters Score -2665018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2665020.500000 Penalty: 4975.332520
	Iteration 83Q: 3 clusters Score -2665020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2665016.750000 Penalty: 4975.332520
	Iteration 84Q: 3 clusters Score -2665017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2665017.000000 Penalty: 4975.332520
	Iteration 85Q: 3 clusters Score -2665017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2665019.250000 Penalty: 4975.332520
	Iteration 86Q: 3 clusters Score -2665019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2665020.250000 Penalty: 4975.332520
	Iteration 87Q: 3 clusters Score -2665020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2665020.000000 Penalty: 4975.332520
	Iteration 88Q: 3 clusters Score -2665020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2665021.250000 Penalty: 4975.332520
	Iteration 89Q: 3 clusters Score -2665021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2665030.750000 Penalty: 4975.332520
	Iteration 90Q: 3 clusters Score -2665031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2665029.250000 Penalty: 4975.332520
	Iteration 91Q: 3 clusters Score -2665029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2665029.250000 Penalty: 4975.332520
	Iteration 92F: 3 clusters Score -2665029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -58679.093750 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -58679.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57116.707031 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -57116.71 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57269.343750 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -57269.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57325.183594 Penalty: 3112.281982
	Iteration 2Q: 3 clusters Score -57325.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57347.003906 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -57347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57361.546875 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -57361.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57361.546875 Penalty: 3112.281982
	Iteration 5F: 3 clusters Score -57361.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Entering Unmasked Estep 
Score: -502489.937500 Penalty: 2089.038330
	Iteration 0F: 2 clusters Score -502489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -498260.531250 Penalty: 4178.076660
	Iteration 0F: 3 clusters Score -498260.5 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -499269.968750 Penalty: 4178.076660
	Iteration 1F: 3 clusters Score -499270 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -499528.250000 Penalty: 4178.076660
	Iteration 2F: 3 clusters Score -499528.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -499782.656250 Penalty: 4178.076660
	Iteration 3F: 3 clusters Score -499782.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -500089.125000 Penalty: 4178.076660
	Iteration 4F: 3 clusters Score -500089.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -500418.562500 Penalty: 4178.076660
	Iteration 5F: 3 clusters Score -500418.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -500671.062500 Penalty: 4178.076660
	Iteration 6F: 3 clusters Score -500671.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -500834.718750 Penalty: 4178.076660
	Iteration 7Q: 3 clusters Score -500834.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -500957.875000 Penalty: 4178.076660
	Iteration 8Q: 3 clusters Score -500957.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -501040.375000 Penalty: 4178.076660
	Iteration 9Q: 3 clusters Score -501040.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -501097.500000 Penalty: 4178.076660
	Iteration 10Q: 3 clusters Score -501097.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -501136.375000 Penalty: 4178.076660
	Iteration 11Q: 3 clusters Score -501136.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -501168.656250 Penalty: 4178.076660
	Iteration 12Q: 3 clusters Score -501168.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -501191.406250 Penalty: 4178.076660
	Iteration 13Q: 3 clusters Score -501191.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -501204.531250 Penalty: 4178.076660
	Iteration 14Q: 3 clusters Score -501204.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -501215.750000 Penalty: 4178.076660
	Iteration 15Q: 3 clusters Score -501215.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -501222.062500 Penalty: 4178.076660
	Iteration 16Q: 3 clusters Score -501222.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -501226.875000 Penalty: 4178.076660
	Iteration 17Q: 3 clusters Score -501226.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -501227.718750 Penalty: 4178.076660
	Iteration 18Q: 3 clusters Score -501227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -501230.406250 Penalty: 4178.076660
	Iteration 19Q: 3 clusters Score -501230.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -501232.031250 Penalty: 4178.076660
	Iteration 20F: 3 clusters Score -501232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -501232.031250 Penalty: 4178.076660
	Iteration 21Q: 3 clusters Score -501232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -501234.031250 Penalty: 4178.076660
	Iteration 22Q: 3 clusters Score -501234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -501235.625000 Penalty: 4178.076660
	Iteration 23Q: 3 clusters Score -501235.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -501235.031250 Penalty: 4178.076660
	Iteration 24Q: 3 clusters Score -501235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -501235.031250 Penalty: 4178.076660
	Iteration 25F: 3 clusters Score -501235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Entering Unmasked Estep 
Score: -679327.750000 Penalty: 2156.028809
	Iteration 0F: 2 clusters Score -679327.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -674165.250000 Penalty: 4312.057617
	Iteration 0F: 3 clusters Score -674165.2 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -675491.625000 Penalty: 4312.057617
	Iteration 1F: 3 clusters Score -675491.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -675685.062500 Penalty: 4312.057617
	Iteration 2F: 3 clusters Score -675685.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -675787.437500 Penalty: 4312.057617
	Iteration 3Q: 3 clusters Score -675787.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -675847.312500 Penalty: 4312.057617
	Iteration 4Q: 3 clusters Score -675847.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -675901.250000 Penalty: 4312.057617
	Iteration 5Q: 3 clusters Score -675901.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -675947.500000 Penalty: 4312.057617
	Iteration 6Q: 3 clusters Score -675947.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -675997.000000 Penalty: 4312.057617
	Iteration 7Q: 3 clusters Score -675997 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -676042.000000 Penalty: 4312.057617
	Iteration 8Q: 3 clusters Score -676042 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -676088.062500 Penalty: 4312.057617
	Iteration 9Q: 3 clusters Score -676088.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -676132.312500 Penalty: 4312.057617
	Iteration 10Q: 3 clusters Score -676132.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -676182.687500 Penalty: 4312.057617
	Iteration 11Q: 3 clusters Score -676182.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -676223.812500 Penalty: 4312.057617
	Iteration 12Q: 3 clusters Score -676223.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -676257.500000 Penalty: 4312.057617
	Iteration 13Q: 3 clusters Score -676257.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -676288.437500 Penalty: 4312.057617
	Iteration 14Q: 3 clusters Score -676288.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -676319.812500 Penalty: 4312.057617
	Iteration 15Q: 3 clusters Score -676319.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -676346.562500 Penalty: 4312.057617
	Iteration 16Q: 3 clusters Score -676346.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -676380.687500 Penalty: 4312.057617
	Iteration 17Q: 3 clusters Score -676380.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -676402.375000 Penalty: 4312.057617
	Iteration 18Q: 3 clusters Score -676402.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -676421.312500 Penalty: 4312.057617
	Iteration 19Q: 3 clusters Score -676421.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -676435.500000 Penalty: 4312.057617
	Iteration 20F: 3 clusters Score -676435.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -676450.375000 Penalty: 4312.057617
	Iteration 21Q: 3 clusters Score -676450.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -676462.937500 Penalty: 4312.057617
	Iteration 22Q: 3 clusters Score -676462.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -676474.000000 Penalty: 4312.057617
	Iteration 23Q: 3 clusters Score -676474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -676487.187500 Penalty: 4312.057617
	Iteration 24Q: 3 clusters Score -676487.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -676508.750000 Penalty: 4312.057617
	Iteration 25Q: 3 clusters Score -676508.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -676533.250000 Penalty: 4312.057617
	Iteration 26Q: 3 clusters Score -676533.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -676557.750000 Penalty: 4312.057617
	Iteration 27Q: 3 clusters Score -676557.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -676584.000000 Penalty: 4312.057617
	Iteration 28Q: 3 clusters Score -676584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -676617.562500 Penalty: 4312.057617
	Iteration 29Q: 3 clusters Score -676617.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -676652.687500 Penalty: 4312.057617
	Iteration 30Q: 3 clusters Score -676652.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -676693.312500 Penalty: 4312.057617
	Iteration 31Q: 3 clusters Score -676693.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -676733.875000 Penalty: 4312.057617
	Iteration 32Q: 3 clusters Score -676733.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -676784.375000 Penalty: 4312.057617
	Iteration 33Q: 3 clusters Score -676784.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -676824.687500 Penalty: 4312.057617
	Iteration 34Q: 3 clusters Score -676824.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -676867.562500 Penalty: 4312.057617
	Iteration 35Q: 3 clusters Score -676867.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -676904.312500 Penalty: 4312.057617
	Iteration 36Q: 3 clusters Score -676904.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -676950.937500 Penalty: 4312.057617
	Iteration 37Q: 3 clusters Score -676950.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -676997.750000 Penalty: 4312.057617
	Iteration 38Q: 3 clusters Score -676997.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -677037.187500 Penalty: 4312.057617
	Iteration 39Q: 3 clusters Score -677037.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -677077.187500 Penalty: 4312.057617
	Iteration 40F: 3 clusters Score -677077.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -677110.312500 Penalty: 4312.057617
	Iteration 41Q: 3 clusters Score -677110.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -677136.187500 Penalty: 4312.057617
	Iteration 42Q: 3 clusters Score -677136.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -677161.187500 Penalty: 4312.057617
	Iteration 43Q: 3 clusters Score -677161.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -677182.625000 Penalty: 4312.057617
	Iteration 44Q: 3 clusters Score -677182.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -677209.125000 Penalty: 4312.057617
	Iteration 45Q: 3 clusters Score -677209.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -677230.625000 Penalty: 4312.057617
	Iteration 46Q: 3 clusters Score -677230.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -677254.125000 Penalty: 4312.057617
	Iteration 47Q: 3 clusters Score -677254.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -677273.250000 Penalty: 4312.057617
	Iteration 48Q: 3 clusters Score -677273.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -677286.437500 Penalty: 4312.057617
	Iteration 49Q: 3 clusters Score -677286.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -677301.062500 Penalty: 4312.057617
	Iteration 50Q: 3 clusters Score -677301.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -677310.812500 Penalty: 4312.057617
	Iteration 51Q: 3 clusters Score -677310.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -677316.375000 Penalty: 4312.057617
	Iteration 52Q: 3 clusters Score -677316.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -677326.875000 Penalty: 4312.057617
	Iteration 53Q: 3 clusters Score -677326.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -677336.250000 Penalty: 4312.057617
	Iteration 54Q: 3 clusters Score -677336.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -677342.812500 Penalty: 4312.057617
	Iteration 55Q: 3 clusters Score -677342.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -677350.437500 Penalty: 4312.057617
	Iteration 56Q: 3 clusters Score -677350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -677354.312500 Penalty: 4312.057617
	Iteration 57Q: 3 clusters Score -677354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -677354.687500 Penalty: 4312.057617
	Iteration 58Q: 3 clusters Score -677354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -677355.625000 Penalty: 4312.057617
	Iteration 59Q: 3 clusters Score -677355.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -677355.125000 Penalty: 4312.057617
	Iteration 60F: 3 clusters Score -677355.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (322120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322120 members 
Entering Unmasked Estep 
Score: -36907356.000000 Penalty: 3145.304443
	Iteration 0F: 2 clusters Score -3.690736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161393 members 
Mstep: Class 2 contains 160727 members 
Entering Unmasked Estep 
Score: -36721492.000000 Penalty: 6290.608887
	Iteration 0F: 3 clusters Score -3.672149e+07 nChanged 155862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168723 members 
Mstep: Class 2 contains 153397 members 
Entering Unmasked Estep 
Score: -36814508.000000 Penalty: 6290.608887
	Iteration 1F: 3 clusters Score -3.681451e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173414 members 
Mstep: Class 2 contains 148706 members 
Entering Unmasked Estep 
Score: -36816656.000000 Penalty: 6290.608887
	Iteration 2Q: 3 clusters Score -3.681666e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180528 members 
Mstep: Class 2 contains 141592 members 
Entering Unmasked Estep 
Score: -36820132.000000 Penalty: 6290.608887
	Iteration 3Q: 3 clusters Score -3.682013e+07 nChanged 14527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191171 members 
Mstep: Class 2 contains 130949 members 
Entering Unmasked Estep 
Score: -36825976.000000 Penalty: 6290.608887
	Iteration 4Q: 3 clusters Score -3.682598e+07 nChanged 18220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206275 members 
Mstep: Class 2 contains 115845 members 
Entering Unmasked Estep 
Score: -36835368.000000 Penalty: 6290.608887
	Iteration 5F: 3 clusters Score -3.683537e+07 nChanged 21659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225746 members 
Mstep: Class 2 contains 96374 members 
Entering Unmasked Estep 
Score: -36848836.000000 Penalty: 6290.608887
	Iteration 6F: 3 clusters Score -3.684884e+07 nChanged 23134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247878 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -36865284.000000 Penalty: 6290.608887
	Iteration 7F: 3 clusters Score -3.686528e+07 nChanged 22232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269726 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -36882868.000000 Penalty: 6290.608887
	Iteration 8F: 3 clusters Score -3.688287e+07 nChanged 18721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288333 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -36898928.000000 Penalty: 6290.608887
	Iteration 9F: 3 clusters Score -3.689893e+07 nChanged 14009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302300 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -36906632.000000 Penalty: 6290.608887
	Iteration 10Q: 3 clusters Score -3.690663e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311903 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -36907924.000000 Penalty: 6290.608887
	Iteration 11Q: 3 clusters Score -3.690792e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317561 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -36907140.000000 Penalty: 6290.608887
	Iteration 12Q: 3 clusters Score -3.690714e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320114 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -36906156.000000 Penalty: 6290.608887
	Iteration 13Q: 3 clusters Score -3.690616e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321092 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -36905572.000000 Penalty: 6290.608887
	Iteration 14Q: 3 clusters Score -3.690557e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321462 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -36905480.000000 Penalty: 6290.608887
	Iteration 15Q: 3 clusters Score -3.690548e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321590 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -36905360.000000 Penalty: 6290.608887
	Iteration 16Q: 3 clusters Score -3.690536e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321641 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -36905376.000000 Penalty: 6290.608887
	Iteration 17Q: 3 clusters Score -3.690538e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321667 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -36905384.000000 Penalty: 6290.608887
	Iteration 18Q: 3 clusters Score -3.690538e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321684 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -36905424.000000 Penalty: 6290.608887
	Iteration 19Q: 3 clusters Score -3.690542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321690 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -36905420.000000 Penalty: 6290.608887
	Iteration 20F: 3 clusters Score -3.690542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321694 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -36905400.000000 Penalty: 6290.608887
	Iteration 21Q: 3 clusters Score -3.69054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321696 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -36905420.000000 Penalty: 6290.608887
	Iteration 22Q: 3 clusters Score -3.690542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321700 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -36905432.000000 Penalty: 6290.608887
	Iteration 23Q: 3 clusters Score -3.690543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321708 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -36905464.000000 Penalty: 6290.608887
	Iteration 24Q: 3 clusters Score -3.690546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321715 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -36905472.000000 Penalty: 6290.608887
	Iteration 25Q: 3 clusters Score -3.690547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321714 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36905468.000000 Penalty: 6290.608887
	Iteration 26Q: 3 clusters Score -3.690547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321712 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -36905468.000000 Penalty: 6290.608887
	Iteration 27Q: 3 clusters Score -3.690547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321709 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -36905500.000000 Penalty: 6290.608887
	Iteration 28Q: 3 clusters Score -3.69055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321710 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -36905484.000000 Penalty: 6290.608887
	Iteration 29Q: 3 clusters Score -3.690548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321709 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -36905488.000000 Penalty: 6290.608887
	Iteration 30Q: 3 clusters Score -3.690549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321710 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -36905484.000000 Penalty: 6290.608887
	Iteration 31Q: 3 clusters Score -3.690548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321709 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -36905520.000000 Penalty: 6290.608887
	Iteration 32Q: 3 clusters Score -3.690552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321707 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -36905528.000000 Penalty: 6290.608887
	Iteration 33Q: 3 clusters Score -3.690553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321708 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -36905520.000000 Penalty: 6290.608887
	Iteration 34Q: 3 clusters Score -3.690552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321708 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -36905520.000000 Penalty: 6290.608887
	Iteration 35F: 3 clusters Score -3.690552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -298290.500000 Penalty: 1947.790283
	Iteration 0F: 2 clusters Score -298290.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -295284.062500 Penalty: 3895.580566
	Iteration 0F: 3 clusters Score -295284.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -295852.812500 Penalty: 3895.580566
	Iteration 1F: 3 clusters Score -295852.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -295984.531250 Penalty: 3895.580566
	Iteration 2F: 3 clusters Score -295984.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -296053.875000 Penalty: 3895.580566
	Iteration 3Q: 3 clusters Score -296053.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -296098.625000 Penalty: 3895.580566
	Iteration 4Q: 3 clusters Score -296098.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -296137.187500 Penalty: 3895.580566
	Iteration 5Q: 3 clusters Score -296137.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -296159.312500 Penalty: 3895.580566
	Iteration 6Q: 3 clusters Score -296159.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -296171.937500 Penalty: 3895.580566
	Iteration 7Q: 3 clusters Score -296171.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -296182.093750 Penalty: 3895.580566
	Iteration 8Q: 3 clusters Score -296182.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -296189.968750 Penalty: 3895.580566
	Iteration 9Q: 3 clusters Score -296190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -296193.312500 Penalty: 3895.580566
	Iteration 10Q: 3 clusters Score -296193.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -296194.531250 Penalty: 3895.580566
	Iteration 11Q: 3 clusters Score -296194.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -296194.500000 Penalty: 3895.580566
	Iteration 12Q: 3 clusters Score -296194.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -296194.937500 Penalty: 3895.580566
	Iteration 13Q: 3 clusters Score -296194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -296195.937500 Penalty: 3895.580566
	Iteration 14Q: 3 clusters Score -296195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -296197.500000 Penalty: 3895.580566
	Iteration 15Q: 3 clusters Score -296197.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -296200.593750 Penalty: 3895.580566
	Iteration 16Q: 3 clusters Score -296200.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -296208.343750 Penalty: 3895.580566
	Iteration 17Q: 3 clusters Score -296208.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -296218.031250 Penalty: 3895.580566
	Iteration 18Q: 3 clusters Score -296218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -296225.406250 Penalty: 3895.580566
	Iteration 19Q: 3 clusters Score -296225.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -296228.718750 Penalty: 3895.580566
	Iteration 20F: 3 clusters Score -296228.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -296231.468750 Penalty: 3895.580566
	Iteration 21Q: 3 clusters Score -296231.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -296236.750000 Penalty: 3895.580566
	Iteration 22Q: 3 clusters Score -296236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -296241.875000 Penalty: 3895.580566
	Iteration 23Q: 3 clusters Score -296241.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -296243.125000 Penalty: 3895.580566
	Iteration 24Q: 3 clusters Score -296243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -296243.500000 Penalty: 3895.580566
	Iteration 25Q: 3 clusters Score -296243.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -296243.500000 Penalty: 3895.580566
	Iteration 26F: 3 clusters Score -296243.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -25029.611328 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -25029.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23794.324219 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -23794.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23943.609375 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -23943.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23976.880859 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -23976.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23992.693359 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -23992.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24008.457031 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -24008.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24013.615234 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -24013.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24019.652344 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -24019.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24044.742188 Penalty: 2803.634521
	Iteration 7Q: 3 clusters Score -24044.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24081.994141 Penalty: 2803.634521
	Iteration 8Q: 3 clusters Score -24081.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24097.283203 Penalty: 2803.634521
	Iteration 9Q: 3 clusters Score -24097.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24109.861328 Penalty: 2803.634521
	Iteration 10Q: 3 clusters Score -24109.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24120.695312 Penalty: 2803.634521
	Iteration 11Q: 3 clusters Score -24120.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24127.570312 Penalty: 2803.634521
	Iteration 12Q: 3 clusters Score -24127.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24147.103516 Penalty: 2803.634521
	Iteration 13Q: 3 clusters Score -24147.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24161.324219 Penalty: 2803.634521
	Iteration 14Q: 3 clusters Score -24161.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24169.083984 Penalty: 2803.634521
	Iteration 15Q: 3 clusters Score -24169.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24169.083984 Penalty: 2803.634521
	Iteration 16F: 3 clusters Score -24169.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -88196.140625 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -88196.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86374.390625 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -86374.39 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -86677.789062 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -86677.79 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86870.968750 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -86870.97 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -87036.320312 Penalty: 3358.311768
	Iteration 3F: 3 clusters Score -87036.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -87196.109375 Penalty: 3358.311768
	Iteration 4F: 3 clusters Score -87196.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -87336.789062 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -87336.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87466.976562 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -87466.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -87536.257812 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -87536.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -87574.562500 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -87574.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -87598.000000 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -87598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -87609.656250 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -87609.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -87629.843750 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -87629.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -87661.085938 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -87661.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -87698.781250 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -87698.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -87711.812500 Penalty: 3358.311768
	Iteration 14Q: 3 clusters Score -87711.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -87715.835938 Penalty: 3358.311768
	Iteration 15Q: 3 clusters Score -87715.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -87715.835938 Penalty: 3358.311768
	Iteration 16F: 3 clusters Score -87715.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (69855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Entering Unmasked Estep 
Score: -8144434.500000 Penalty: 2766.235840
	Iteration 0F: 2 clusters Score -8144434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -8097726.500000 Penalty: 5532.471680
	Iteration 0F: 3 clusters Score -8097726 nChanged 32600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -8115990.500000 Penalty: 5532.471680
	Iteration 1F: 3 clusters Score -8115990 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -8116574.500000 Penalty: 5532.471680
	Iteration 2Q: 3 clusters Score -8116574 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -8117055.000000 Penalty: 5532.471680
	Iteration 3Q: 3 clusters Score -8117055 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -8117580.000000 Penalty: 5532.471680
	Iteration 4Q: 3 clusters Score -8117580 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -8118104.000000 Penalty: 5532.471680
	Iteration 5Q: 3 clusters Score -8118104 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -8118700.000000 Penalty: 5532.471680
	Iteration 6Q: 3 clusters Score -8118700 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -8119471.000000 Penalty: 5532.471680
	Iteration 7Q: 3 clusters Score -8119471 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -8120507.500000 Penalty: 5532.471680
	Iteration 8Q: 3 clusters Score -8120508 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -8121929.500000 Penalty: 5532.471680
	Iteration 9Q: 3 clusters Score -8121930 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -8123792.500000 Penalty: 5532.471680
	Iteration 10Q: 3 clusters Score -8123792 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -8126307.000000 Penalty: 5532.471680
	Iteration 11F: 3 clusters Score -8126307 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -8129255.500000 Penalty: 5532.471680
	Iteration 12F: 3 clusters Score -8129256 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -8131931.500000 Penalty: 5532.471680
	Iteration 13F: 3 clusters Score -8131932 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -8133991.500000 Penalty: 5532.471680
	Iteration 14Q: 3 clusters Score -8133992 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -8135185.500000 Penalty: 5532.471680
	Iteration 15Q: 3 clusters Score -8135186 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -8135939.000000 Penalty: 5532.471680
	Iteration 16Q: 3 clusters Score -8135939 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -8136543.000000 Penalty: 5532.471680
	Iteration 17Q: 3 clusters Score -8136543 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -8137139.500000 Penalty: 5532.471680
	Iteration 18Q: 3 clusters Score -8137140 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -8137662.000000 Penalty: 5532.471680
	Iteration 19Q: 3 clusters Score -8137662 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -8138142.500000 Penalty: 5532.471680
	Iteration 20F: 3 clusters Score -8138142 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -8138655.500000 Penalty: 5532.471680
	Iteration 21Q: 3 clusters Score -8138656 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -8139115.000000 Penalty: 5532.471680
	Iteration 22Q: 3 clusters Score -8139115 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -8139531.000000 Penalty: 5532.471680
	Iteration 23Q: 3 clusters Score -8139531 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -8139975.000000 Penalty: 5532.471680
	Iteration 24Q: 3 clusters Score -8139975 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -8140342.500000 Penalty: 5532.471680
	Iteration 25Q: 3 clusters Score -8140342 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -8140618.500000 Penalty: 5532.471680
	Iteration 26Q: 3 clusters Score -8140618 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -8140849.500000 Penalty: 5532.471680
	Iteration 27Q: 3 clusters Score -8140850 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -8141047.000000 Penalty: 5532.471680
	Iteration 28Q: 3 clusters Score -8141047 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66108 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -8141217.000000 Penalty: 5532.471680
	Iteration 29Q: 3 clusters Score -8141217 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -8141359.000000 Penalty: 5532.471680
	Iteration 30Q: 3 clusters Score -8141359 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -8141485.000000 Penalty: 5532.471680
	Iteration 31Q: 3 clusters Score -8141485 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -8141562.500000 Penalty: 5532.471680
	Iteration 32Q: 3 clusters Score -8141562 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8141612.500000 Penalty: 5532.471680
	Iteration 33Q: 3 clusters Score -8141612 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -8141653.500000 Penalty: 5532.471680
	Iteration 34Q: 3 clusters Score -8141654 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -8141698.500000 Penalty: 5532.471680
	Iteration 35Q: 3 clusters Score -8141698 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8141758.500000 Penalty: 5532.471680
	Iteration 36Q: 3 clusters Score -8141758 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -8141815.500000 Penalty: 5532.471680
	Iteration 37Q: 3 clusters Score -8141816 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67861 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8141870.000000 Penalty: 5532.471680
	Iteration 38Q: 3 clusters Score -8141870 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67956 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8141898.500000 Penalty: 5532.471680
	Iteration 39Q: 3 clusters Score -8141898 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8141920.500000 Penalty: 5532.471680
	Iteration 40F: 3 clusters Score -8141920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8141943.500000 Penalty: 5532.471680
	Iteration 41Q: 3 clusters Score -8141944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8141980.000000 Penalty: 5532.471680
	Iteration 42Q: 3 clusters Score -8141980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8141993.500000 Penalty: 5532.471680
	Iteration 43Q: 3 clusters Score -8141994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8141982.500000 Penalty: 5532.471680
	Iteration 44Q: 3 clusters Score -8141982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8142002.000000 Penalty: 5532.471680
	Iteration 45Q: 3 clusters Score -8142002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8142019.000000 Penalty: 5532.471680
	Iteration 46Q: 3 clusters Score -8142019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8142008.000000 Penalty: 5532.471680
	Iteration 47Q: 3 clusters Score -8142008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8142018.500000 Penalty: 5532.471680
	Iteration 48Q: 3 clusters Score -8142018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8142042.000000 Penalty: 5532.471680
	Iteration 49Q: 3 clusters Score -8142042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8142050.500000 Penalty: 5532.471680
	Iteration 50Q: 3 clusters Score -8142050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8142046.500000 Penalty: 5532.471680
	Iteration 51Q: 3 clusters Score -8142046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8142070.500000 Penalty: 5532.471680
	Iteration 52Q: 3 clusters Score -8142070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8142087.000000 Penalty: 5532.471680
	Iteration 53Q: 3 clusters Score -8142087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8142102.000000 Penalty: 5532.471680
	Iteration 54Q: 3 clusters Score -8142102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8142098.500000 Penalty: 5532.471680
	Iteration 55Q: 3 clusters Score -8142098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8142104.500000 Penalty: 5532.471680
	Iteration 56Q: 3 clusters Score -8142104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8142105.500000 Penalty: 5532.471680
	Iteration 57Q: 3 clusters Score -8142106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8142121.000000 Penalty: 5532.471680
	Iteration 58Q: 3 clusters Score -8142121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68616 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8142128.500000 Penalty: 5532.471680
	Iteration 59Q: 3 clusters Score -8142128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8142127.000000 Penalty: 5532.471680
	Iteration 60F: 3 clusters Score -8142127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68643 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8142135.500000 Penalty: 5532.471680
	Iteration 61Q: 3 clusters Score -8142136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8142141.000000 Penalty: 5532.471680
	Iteration 62Q: 3 clusters Score -8142141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8142149.500000 Penalty: 5532.471680
	Iteration 63Q: 3 clusters Score -8142150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8142143.500000 Penalty: 5532.471680
	Iteration 64Q: 3 clusters Score -8142144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8142143.500000 Penalty: 5532.471680
	Iteration 65Q: 3 clusters Score -8142144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8142150.000000 Penalty: 5532.471680
	Iteration 66Q: 3 clusters Score -8142150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68729 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8142159.500000 Penalty: 5532.471680
	Iteration 67Q: 3 clusters Score -8142160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68744 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8142158.500000 Penalty: 5532.471680
	Iteration 68Q: 3 clusters Score -8142158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8142158.500000 Penalty: 5532.471680
	Iteration 69Q: 3 clusters Score -8142158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8142166.000000 Penalty: 5532.471680
	Iteration 70Q: 3 clusters Score -8142166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8142169.000000 Penalty: 5532.471680
	Iteration 71Q: 3 clusters Score -8142169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8142170.000000 Penalty: 5532.471680
	Iteration 72Q: 3 clusters Score -8142170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8142170.000000 Penalty: 5532.471680
	Iteration 73Q: 3 clusters Score -8142170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8142171.500000 Penalty: 5532.471680
	Iteration 74Q: 3 clusters Score -8142172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8142173.000000 Penalty: 5532.471680
	Iteration 75Q: 3 clusters Score -8142173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8142179.000000 Penalty: 5532.471680
	Iteration 76Q: 3 clusters Score -8142179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8142177.500000 Penalty: 5532.471680
	Iteration 77Q: 3 clusters Score -8142178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8142181.500000 Penalty: 5532.471680
	Iteration 78Q: 3 clusters Score -8142182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8142181.500000 Penalty: 5532.471680
	Iteration 79F: 3 clusters Score -8142182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 191240 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65713 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5486 members 
Mstep: Class 10 contains 39991 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42865 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22718 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 322120 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672936.000000 Penalty: 84425.289062
Iteration 119Q: 26 clusters Score -9.267294e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 191221 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65711 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 39994 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42862 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22719 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5961 members 
Mstep: Class 20 contains 322113 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 69870 members 
Mstep: Class 25 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92672992.000000 Penalty: 84425.289062
Iteration 120F: 26 clusters Score -9.267299e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 191197 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65709 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5518 members 
Mstep: Class 10 contains 39998 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42859 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22719 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5959 members 
Mstep: Class 20 contains 322110 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 867 members 
Mstep: Class 24 contains 69886 members 
Mstep: Class 25 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673008.000000 Penalty: 84425.289062
Iteration 121Q: 26 clusters Score -9.267301e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 191177 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65707 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5524 members 
Mstep: Class 10 contains 39999 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42857 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22719 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5959 members 
Mstep: Class 20 contains 322107 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 69907 members 
Mstep: Class 25 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673112.000000 Penalty: 84425.289062
Iteration 122Q: 26 clusters Score -9.267311e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 191164 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65707 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5530 members 
Mstep: Class 10 contains 40000 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42858 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22719 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5958 members 
Mstep: Class 20 contains 322098 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69922 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673112.000000 Penalty: 84425.289062
Iteration 123Q: 26 clusters Score -9.267311e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191160 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65707 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5537 members 
Mstep: Class 10 contains 40001 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42856 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22720 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5959 members 
Mstep: Class 20 contains 322086 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69932 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673144.000000 Penalty: 84425.289062
Iteration 124Q: 26 clusters Score -9.267314e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191156 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65707 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5540 members 
Mstep: Class 10 contains 40005 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42857 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22721 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5959 members 
Mstep: Class 20 contains 322077 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69935 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673160.000000 Penalty: 84425.289062
Iteration 125Q: 26 clusters Score -9.267316e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191151 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65706 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5540 members 
Mstep: Class 10 contains 40006 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42857 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22721 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5960 members 
Mstep: Class 20 contains 322075 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69941 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673160.000000 Penalty: 84425.289062
Iteration 126Q: 26 clusters Score -9.267316e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 191147 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65706 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5542 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42857 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22721 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5960 members 
Mstep: Class 20 contains 322074 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69947 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673208.000000 Penalty: 84425.289062
Iteration 127Q: 26 clusters Score -9.267321e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 191145 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 65706 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 40006 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42856 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22721 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5959 members 
Mstep: Class 20 contains 322066 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69952 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673208.000000 Penalty: 84425.289062
Iteration 128Q: 26 clusters Score -9.267321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 191138 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65705 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15094 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 40007 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42854 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22722 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5959 members 
Mstep: Class 20 contains 322068 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69955 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673248.000000 Penalty: 84425.289062
Iteration 129Q: 26 clusters Score -9.267325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 191134 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65703 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15093 members 
Mstep: Class 9 contains 5562 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42854 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22723 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5958 members 
Mstep: Class 20 contains 322064 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69958 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673224.000000 Penalty: 84425.289062
Iteration 130Q: 26 clusters Score -9.267322e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 191121 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65704 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15094 members 
Mstep: Class 9 contains 5571 members 
Mstep: Class 10 contains 40003 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42854 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22725 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5954 members 
Mstep: Class 20 contains 322062 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69965 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673216.000000 Penalty: 84425.289062
Iteration 131Q: 26 clusters Score -9.267322e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 191118 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65703 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5575 members 
Mstep: Class 10 contains 40002 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42854 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5950 members 
Mstep: Class 20 contains 322057 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69973 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673176.000000 Penalty: 84425.289062
Iteration 132Q: 26 clusters Score -9.267318e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 191112 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65701 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15095 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 40001 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42853 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5947 members 
Mstep: Class 20 contains 322060 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69977 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673176.000000 Penalty: 84425.289062
Iteration 133Q: 26 clusters Score -9.267318e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 191105 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65701 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 5583 members 
Mstep: Class 10 contains 40001 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42853 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22725 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5946 members 
Mstep: Class 20 contains 322061 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69980 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673112.000000 Penalty: 84425.289062
Iteration 134Q: 26 clusters Score -9.267311e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191104 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65702 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 40001 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42854 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5943 members 
Mstep: Class 20 contains 322059 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69983 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673128.000000 Penalty: 84425.289062
Iteration 135Q: 26 clusters Score -9.267313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191103 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65699 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40001 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42854 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5942 members 
Mstep: Class 20 contains 322059 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69989 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673176.000000 Penalty: 84425.289062
Iteration 136Q: 26 clusters Score -9.267318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191103 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65698 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40000 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42854 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5943 members 
Mstep: Class 20 contains 322058 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69991 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673200.000000 Penalty: 84425.289062
Iteration 137Q: 26 clusters Score -9.26732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191101 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65697 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40000 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42854 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5945 members 
Mstep: Class 20 contains 322056 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69995 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673184.000000 Penalty: 84425.289062
Iteration 138Q: 26 clusters Score -9.267318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191099 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65697 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40002 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42855 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5946 members 
Mstep: Class 20 contains 322052 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69997 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673176.000000 Penalty: 84425.289062
Iteration 139Q: 26 clusters Score -9.267318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191098 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65696 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40002 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42854 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5948 members 
Mstep: Class 20 contains 322053 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69997 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673184.000000 Penalty: 84425.289062
Iteration 140F: 26 clusters Score -9.267318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 191095 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65696 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15097 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40002 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42855 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322053 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 69998 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673184.000000 Penalty: 84425.289062
Iteration 141Q: 26 clusters Score -9.267318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 191093 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65696 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15098 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40003 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42854 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5947 members 
Mstep: Class 20 contains 322053 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70001 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673208.000000 Penalty: 84425.289062
Iteration 142Q: 26 clusters Score -9.267321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 191090 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15099 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40005 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42853 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5947 members 
Mstep: Class 20 contains 322053 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70003 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673192.000000 Penalty: 84425.289062
Iteration 143Q: 26 clusters Score -9.267319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 191091 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40005 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5947 members 
Mstep: Class 20 contains 322048 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70007 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673168.000000 Penalty: 84425.289062
Iteration 144Q: 26 clusters Score -9.267317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 191092 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40005 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5948 members 
Mstep: Class 20 contains 322044 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70009 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673192.000000 Penalty: 84425.289062
Iteration 145Q: 26 clusters Score -9.267319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 191090 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40005 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322040 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70014 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673192.000000 Penalty: 84425.289062
Iteration 146Q: 26 clusters Score -9.267319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 191089 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40005 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322037 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70018 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673192.000000 Penalty: 84425.289062
Iteration 147Q: 26 clusters Score -9.267319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 191088 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40005 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322037 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70019 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673176.000000 Penalty: 84425.289062
Iteration 148Q: 26 clusters Score -9.267318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 191086 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40005 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322038 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70020 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673176.000000 Penalty: 84425.289062
Iteration 149Q: 26 clusters Score -9.267318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 191085 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40005 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22725 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322038 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70022 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673192.000000 Penalty: 84425.289062
Iteration 150Q: 26 clusters Score -9.267319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191082 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40005 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22725 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322039 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70023 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673192.000000 Penalty: 84425.289062
Iteration 151Q: 26 clusters Score -9.267319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191079 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40005 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22725 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322041 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70024 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673240.000000 Penalty: 84425.289062
Iteration 152Q: 26 clusters Score -9.267324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191078 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40005 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22725 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322041 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70025 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673216.000000 Penalty: 84425.289062
Iteration 153Q: 26 clusters Score -9.267322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191078 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22725 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322040 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70027 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673184.000000 Penalty: 84425.289062
Iteration 154Q: 26 clusters Score -9.267318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191077 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22725 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322039 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70029 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673184.000000 Penalty: 84425.289062
Iteration 155Q: 26 clusters Score -9.267318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191076 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22725 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322040 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70029 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673184.000000 Penalty: 84425.289062
Iteration 156Q: 26 clusters Score -9.267318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191075 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22725 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322040 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70030 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673184.000000 Penalty: 84425.289062
Iteration 157Q: 26 clusters Score -9.267318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 191075 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22725 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322039 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70031 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673184.000000 Penalty: 84425.289062
Iteration 158Q: 26 clusters Score -9.267318e+07 nChanged 1
Entering ConstructFrom: 
Score: -92673184.000000 Penalty: 84425.289062
Entering ConstructFrom: 
Trying to split cluster 1 (12964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Entering Unmasked Estep 
Score: -1401324.750000 Penalty: 2348.542969
	Iteration 0F: 2 clusters Score -1401325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1391744.125000 Penalty: 4697.085938
	Iteration 0F: 3 clusters Score -1391744 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1394714.750000 Penalty: 4697.085938
	Iteration 1F: 3 clusters Score -1394715 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1395057.250000 Penalty: 4697.085938
	Iteration 2F: 3 clusters Score -1395057 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1395313.500000 Penalty: 4697.085938
	Iteration 3Q: 3 clusters Score -1395314 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1395537.375000 Penalty: 4697.085938
	Iteration 4Q: 3 clusters Score -1395537 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1395743.125000 Penalty: 4697.085938
	Iteration 5Q: 3 clusters Score -1395743 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1395918.750000 Penalty: 4697.085938
	Iteration 6Q: 3 clusters Score -1395919 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1396067.000000 Penalty: 4697.085938
	Iteration 7Q: 3 clusters Score -1396067 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1396220.000000 Penalty: 4697.085938
	Iteration 8Q: 3 clusters Score -1396220 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1396387.125000 Penalty: 4697.085938
	Iteration 9Q: 3 clusters Score -1396387 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1396598.125000 Penalty: 4697.085938
	Iteration 10Q: 3 clusters Score -1396598 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1396866.750000 Penalty: 4697.085938
	Iteration 11Q: 3 clusters Score -1396867 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1397165.875000 Penalty: 4697.085938
	Iteration 12Q: 3 clusters Score -1397166 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1397496.375000 Penalty: 4697.085938
	Iteration 13Q: 3 clusters Score -1397496 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1397781.000000 Penalty: 4697.085938
	Iteration 14Q: 3 clusters Score -1397781 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1398034.125000 Penalty: 4697.085938
	Iteration 15Q: 3 clusters Score -1398034 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1398235.000000 Penalty: 4697.085938
	Iteration 16Q: 3 clusters Score -1398235 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1398391.250000 Penalty: 4697.085938
	Iteration 17Q: 3 clusters Score -1398391 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1398523.250000 Penalty: 4697.085938
	Iteration 18Q: 3 clusters Score -1398523 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1398656.000000 Penalty: 4697.085938
	Iteration 19Q: 3 clusters Score -1398656 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1398779.000000 Penalty: 4697.085938
	Iteration 20F: 3 clusters Score -1398779 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1398871.000000 Penalty: 4697.085938
	Iteration 21Q: 3 clusters Score -1398871 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1398948.750000 Penalty: 4697.085938
	Iteration 22Q: 3 clusters Score -1398949 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1399015.375000 Penalty: 4697.085938
	Iteration 23Q: 3 clusters Score -1399015 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1399079.625000 Penalty: 4697.085938
	Iteration 24Q: 3 clusters Score -1399080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1399118.625000 Penalty: 4697.085938
	Iteration 25Q: 3 clusters Score -1399119 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1399165.625000 Penalty: 4697.085938
	Iteration 26Q: 3 clusters Score -1399166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1399195.625000 Penalty: 4697.085938
	Iteration 27Q: 3 clusters Score -1399196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1399214.375000 Penalty: 4697.085938
	Iteration 28Q: 3 clusters Score -1399214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1399227.375000 Penalty: 4697.085938
	Iteration 29Q: 3 clusters Score -1399227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1399239.125000 Penalty: 4697.085938
	Iteration 30Q: 3 clusters Score -1399239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1399248.375000 Penalty: 4697.085938
	Iteration 31Q: 3 clusters Score -1399248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1399255.625000 Penalty: 4697.085938
	Iteration 32Q: 3 clusters Score -1399256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1399259.375000 Penalty: 4697.085938
	Iteration 33Q: 3 clusters Score -1399259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1399268.375000 Penalty: 4697.085938
	Iteration 34Q: 3 clusters Score -1399268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1399277.125000 Penalty: 4697.085938
	Iteration 35Q: 3 clusters Score -1399277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1399287.625000 Penalty: 4697.085938
	Iteration 36Q: 3 clusters Score -1399288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1399299.875000 Penalty: 4697.085938
	Iteration 37Q: 3 clusters Score -1399300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1399306.000000 Penalty: 4697.085938
	Iteration 38Q: 3 clusters Score -1399306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1399309.125000 Penalty: 4697.085938
	Iteration 39Q: 3 clusters Score -1399309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1399312.625000 Penalty: 4697.085938
	Iteration 40F: 3 clusters Score -1399313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (191075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191075 members 
Entering Unmasked Estep 
Score: -22158700.000000 Penalty: 3015.784424
	Iteration 0F: 2 clusters Score -2.21587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95397 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -22035718.000000 Penalty: 6031.568848
	Iteration 0F: 3 clusters Score -2.203572e+07 nChanged 91667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -22089706.000000 Penalty: 6031.568848
	Iteration 1F: 3 clusters Score -2.208971e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92196 members 
Mstep: Class 2 contains 98879 members 
Entering Unmasked Estep 
Score: -22091502.000000 Penalty: 6031.568848
	Iteration 2Q: 3 clusters Score -2.20915e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90307 members 
Mstep: Class 2 contains 100768 members 
Entering Unmasked Estep 
Score: -22094524.000000 Penalty: 6031.568848
	Iteration 3Q: 3 clusters Score -2.209452e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87403 members 
Mstep: Class 2 contains 103672 members 
Entering Unmasked Estep 
Score: -22099072.000000 Penalty: 6031.568848
	Iteration 4Q: 3 clusters Score -2.209907e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83017 members 
Mstep: Class 2 contains 108058 members 
Entering Unmasked Estep 
Score: -22106370.000000 Penalty: 6031.568848
	Iteration 5F: 3 clusters Score -2.210637e+07 nChanged 12614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77307 members 
Mstep: Class 2 contains 113768 members 
Entering Unmasked Estep 
Score: -22116012.000000 Penalty: 6031.568848
	Iteration 6F: 3 clusters Score -2.211601e+07 nChanged 12991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 119669 members 
Entering Unmasked Estep 
Score: -22126136.000000 Penalty: 6031.568848
	Iteration 7F: 3 clusters Score -2.212614e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66535 members 
Mstep: Class 2 contains 124540 members 
Entering Unmasked Estep 
Score: -22134324.000000 Penalty: 6031.568848
	Iteration 8F: 3 clusters Score -2.213432e+07 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 128325 members 
Entering Unmasked Estep 
Score: -22139724.000000 Penalty: 6031.568848
	Iteration 9Q: 3 clusters Score -2.213972e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 131292 members 
Entering Unmasked Estep 
Score: -22143046.000000 Penalty: 6031.568848
	Iteration 10Q: 3 clusters Score -2.214305e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 133815 members 
Entering Unmasked Estep 
Score: -22144480.000000 Penalty: 6031.568848
	Iteration 11Q: 3 clusters Score -2.214448e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 136220 members 
Entering Unmasked Estep 
Score: -22145626.000000 Penalty: 6031.568848
	Iteration 12Q: 3 clusters Score -2.214563e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 138571 members 
Entering Unmasked Estep 
Score: -22146806.000000 Penalty: 6031.568848
	Iteration 13Q: 3 clusters Score -2.214681e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 140897 members 
Entering Unmasked Estep 
Score: -22147590.000000 Penalty: 6031.568848
	Iteration 14Q: 3 clusters Score -2.214759e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 143243 members 
Entering Unmasked Estep 
Score: -22148636.000000 Penalty: 6031.568848
	Iteration 15Q: 3 clusters Score -2.214864e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 145500 members 
Entering Unmasked Estep 
Score: -22149644.000000 Penalty: 6031.568848
	Iteration 16Q: 3 clusters Score -2.214964e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 147857 members 
Entering Unmasked Estep 
Score: -22150766.000000 Penalty: 6031.568848
	Iteration 17Q: 3 clusters Score -2.215077e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 150279 members 
Entering Unmasked Estep 
Score: -22152290.000000 Penalty: 6031.568848
	Iteration 18Q: 3 clusters Score -2.215229e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 152616 members 
Entering Unmasked Estep 
Score: -22154244.000000 Penalty: 6031.568848
	Iteration 19Q: 3 clusters Score -2.215424e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 154931 members 
Entering Unmasked Estep 
Score: -22156904.000000 Penalty: 6031.568848
	Iteration 20F: 3 clusters Score -2.21569e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 156945 members 
Entering Unmasked Estep 
Score: -22159878.000000 Penalty: 6031.568848
	Iteration 21Q: 3 clusters Score -2.215988e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 158426 members 
Entering Unmasked Estep 
Score: -22162396.000000 Penalty: 6031.568848
	Iteration 22Q: 3 clusters Score -2.21624e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 159272 members 
Entering Unmasked Estep 
Score: -22163480.000000 Penalty: 6031.568848
	Iteration 23Q: 3 clusters Score -2.216348e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 159777 members 
Entering Unmasked Estep 
Score: -22163858.000000 Penalty: 6031.568848
	Iteration 24Q: 3 clusters Score -2.216386e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 160137 members 
Entering Unmasked Estep 
Score: -22163904.000000 Penalty: 6031.568848
	Iteration 25Q: 3 clusters Score -2.21639e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 160440 members 
Entering Unmasked Estep 
Score: -22163984.000000 Penalty: 6031.568848
	Iteration 26Q: 3 clusters Score -2.216398e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 160707 members 
Entering Unmasked Estep 
Score: -22163978.000000 Penalty: 6031.568848
	Iteration 27Q: 3 clusters Score -2.216398e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 160924 members 
Entering Unmasked Estep 
Score: -22163960.000000 Penalty: 6031.568848
	Iteration 28Q: 3 clusters Score -2.216396e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 161100 members 
Entering Unmasked Estep 
Score: -22163904.000000 Penalty: 6031.568848
	Iteration 29Q: 3 clusters Score -2.21639e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 161257 members 
Entering Unmasked Estep 
Score: -22163888.000000 Penalty: 6031.568848
	Iteration 30Q: 3 clusters Score -2.216389e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 161388 members 
Entering Unmasked Estep 
Score: -22163906.000000 Penalty: 6031.568848
	Iteration 31Q: 3 clusters Score -2.216391e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 161486 members 
Entering Unmasked Estep 
Score: -22163944.000000 Penalty: 6031.568848
	Iteration 32Q: 3 clusters Score -2.216394e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 161571 members 
Entering Unmasked Estep 
Score: -22163946.000000 Penalty: 6031.568848
	Iteration 33Q: 3 clusters Score -2.216395e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 161640 members 
Entering Unmasked Estep 
Score: -22163942.000000 Penalty: 6031.568848
	Iteration 34Q: 3 clusters Score -2.216394e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 161687 members 
Entering Unmasked Estep 
Score: -22163928.000000 Penalty: 6031.568848
	Iteration 35Q: 3 clusters Score -2.216393e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 161724 members 
Entering Unmasked Estep 
Score: -22163914.000000 Penalty: 6031.568848
	Iteration 36Q: 3 clusters Score -2.216391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 161752 members 
Entering Unmasked Estep 
Score: -22163926.000000 Penalty: 6031.568848
	Iteration 37Q: 3 clusters Score -2.216393e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 161777 members 
Entering Unmasked Estep 
Score: -22163920.000000 Penalty: 6031.568848
	Iteration 38Q: 3 clusters Score -2.216392e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 161794 members 
Entering Unmasked Estep 
Score: -22163924.000000 Penalty: 6031.568848
	Iteration 39Q: 3 clusters Score -2.216392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 161814 members 
Entering Unmasked Estep 
Score: -22163920.000000 Penalty: 6031.568848
	Iteration 40F: 3 clusters Score -2.216392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 161832 members 
Entering Unmasked Estep 
Score: -22163924.000000 Penalty: 6031.568848
	Iteration 41Q: 3 clusters Score -2.216392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 161848 members 
Entering Unmasked Estep 
Score: -22163928.000000 Penalty: 6031.568848
	Iteration 42Q: 3 clusters Score -2.216393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 161860 members 
Entering Unmasked Estep 
Score: -22163888.000000 Penalty: 6031.568848
	Iteration 43Q: 3 clusters Score -2.216389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 161868 members 
Entering Unmasked Estep 
Score: -22163888.000000 Penalty: 6031.568848
	Iteration 44Q: 3 clusters Score -2.216389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 161878 members 
Entering Unmasked Estep 
Score: -22163898.000000 Penalty: 6031.568848
	Iteration 45Q: 3 clusters Score -2.21639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 161890 members 
Entering Unmasked Estep 
Score: -22163910.000000 Penalty: 6031.568848
	Iteration 46Q: 3 clusters Score -2.216391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 161900 members 
Entering Unmasked Estep 
Score: -22163910.000000 Penalty: 6031.568848
	Iteration 47Q: 3 clusters Score -2.216391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 161909 members 
Entering Unmasked Estep 
Score: -22163908.000000 Penalty: 6031.568848
	Iteration 48Q: 3 clusters Score -2.216391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 161914 members 
Entering Unmasked Estep 
Score: -22163898.000000 Penalty: 6031.568848
	Iteration 49Q: 3 clusters Score -2.21639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 161919 members 
Entering Unmasked Estep 
Score: -22163908.000000 Penalty: 6031.568848
	Iteration 50Q: 3 clusters Score -2.216391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 161921 members 
Entering Unmasked Estep 
Score: -22163914.000000 Penalty: 6031.568848
	Iteration 51Q: 3 clusters Score -2.216391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 161926 members 
Entering Unmasked Estep 
Score: -22163906.000000 Penalty: 6031.568848
	Iteration 52Q: 3 clusters Score -2.216391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 161928 members 
Entering Unmasked Estep 
Score: -22163922.000000 Penalty: 6031.568848
	Iteration 53Q: 3 clusters Score -2.216392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 161930 members 
Entering Unmasked Estep 
Score: -22163914.000000 Penalty: 6031.568848
	Iteration 54Q: 3 clusters Score -2.216391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 161930 members 
Entering Unmasked Estep 
Score: -22163914.000000 Penalty: 6031.568848
	Iteration 55F: 3 clusters Score -2.216391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 29145 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22725 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322038 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 70032 members 
Mstep: Class 25 contains 346 members 
Mstep: Class 26 contains 161930 members 
Entering Unmasked Estep 
Score: -92677632.000000 Penalty: 87802.296875
Splitting cluster 2 changes total score from -92673184.000000 to -92677632.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 3 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -207044.234375 Penalty: 1858.894409
	Iteration 0F: 2 clusters Score -207044.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -204551.484375 Penalty: 3717.788818
	Iteration 0F: 3 clusters Score -204551.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -204957.187500 Penalty: 3717.788818
	Iteration 1F: 3 clusters Score -204957.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -205040.718750 Penalty: 3717.788818
	Iteration 2F: 3 clusters Score -205040.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -205085.265625 Penalty: 3717.788818
	Iteration 3Q: 3 clusters Score -205085.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -205118.093750 Penalty: 3717.788818
	Iteration 4Q: 3 clusters Score -205118.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -205149.093750 Penalty: 3717.788818
	Iteration 5Q: 3 clusters Score -205149.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -205177.953125 Penalty: 3717.788818
	Iteration 6Q: 3 clusters Score -205178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -205198.453125 Penalty: 3717.788818
	Iteration 7Q: 3 clusters Score -205198.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -205214.312500 Penalty: 3717.788818
	Iteration 8Q: 3 clusters Score -205214.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -205221.609375 Penalty: 3717.788818
	Iteration 9Q: 3 clusters Score -205221.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -205223.218750 Penalty: 3717.788818
	Iteration 10Q: 3 clusters Score -205223.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -205225.828125 Penalty: 3717.788818
	Iteration 11Q: 3 clusters Score -205225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -205228.078125 Penalty: 3717.788818
	Iteration 12Q: 3 clusters Score -205228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -205230.375000 Penalty: 3717.788818
	Iteration 13Q: 3 clusters Score -205230.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -205230.984375 Penalty: 3717.788818
	Iteration 14Q: 3 clusters Score -205231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -205233.531250 Penalty: 3717.788818
	Iteration 15Q: 3 clusters Score -205233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -205234.640625 Penalty: 3717.788818
	Iteration 16Q: 3 clusters Score -205234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -205236.921875 Penalty: 3717.788818
	Iteration 17Q: 3 clusters Score -205236.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -205239.406250 Penalty: 3717.788818
	Iteration 18Q: 3 clusters Score -205239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -205242.515625 Penalty: 3717.788818
	Iteration 19Q: 3 clusters Score -205242.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -205247.562500 Penalty: 3717.788818
	Iteration 20F: 3 clusters Score -205247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -205251.734375 Penalty: 3717.788818
	Iteration 21Q: 3 clusters Score -205251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -205253.531250 Penalty: 3717.788818
	Iteration 22Q: 3 clusters Score -205253.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -205255.250000 Penalty: 3717.788818
	Iteration 23Q: 3 clusters Score -205255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -205258.437500 Penalty: 3717.788818
	Iteration 24Q: 3 clusters Score -205258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -205260.375000 Penalty: 3717.788818
	Iteration 25Q: 3 clusters Score -205260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -205263.093750 Penalty: 3717.788818
	Iteration 26Q: 3 clusters Score -205263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -205264.093750 Penalty: 3717.788818
	Iteration 27Q: 3 clusters Score -205264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -205265.359375 Penalty: 3717.788818
	Iteration 28Q: 3 clusters Score -205265.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -205265.984375 Penalty: 3717.788818
	Iteration 29Q: 3 clusters Score -205266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -205266.640625 Penalty: 3717.788818
	Iteration 30Q: 3 clusters Score -205266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -205266.640625 Penalty: 3717.788818
	Iteration 31F: 3 clusters Score -205266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Entering Unmasked Estep 
Score: -7616071.500000 Penalty: 2751.009033
	Iteration 0F: 2 clusters Score -7616072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -7572000.000000 Penalty: 5502.018066
	Iteration 0F: 3 clusters Score -7572000 nChanged 30735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -7589328.000000 Penalty: 5502.018066
	Iteration 1F: 3 clusters Score -7589328 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -7590076.000000 Penalty: 5502.018066
	Iteration 2Q: 3 clusters Score -7590076 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -7591071.500000 Penalty: 5502.018066
	Iteration 3Q: 3 clusters Score -7591072 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -7592312.500000 Penalty: 5502.018066
	Iteration 4Q: 3 clusters Score -7592312 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -7593773.000000 Penalty: 5502.018066
	Iteration 5F: 3 clusters Score -7593773 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -7595724.000000 Penalty: 5502.018066
	Iteration 6F: 3 clusters Score -7595724 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -7598125.000000 Penalty: 5502.018066
	Iteration 7F: 3 clusters Score -7598125 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -7601125.000000 Penalty: 5502.018066
	Iteration 8F: 3 clusters Score -7601125 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -7604422.500000 Penalty: 5502.018066
	Iteration 9F: 3 clusters Score -7604422 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -7607608.000000 Penalty: 5502.018066
	Iteration 10F: 3 clusters Score -7607608 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -7610216.500000 Penalty: 5502.018066
	Iteration 11Q: 3 clusters Score -7610216 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -7611901.500000 Penalty: 5502.018066
	Iteration 12Q: 3 clusters Score -7611902 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -7612733.000000 Penalty: 5502.018066
	Iteration 13Q: 3 clusters Score -7612733 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -7613188.000000 Penalty: 5502.018066
	Iteration 14Q: 3 clusters Score -7613188 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -7613425.000000 Penalty: 5502.018066
	Iteration 15Q: 3 clusters Score -7613425 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -7613578.000000 Penalty: 5502.018066
	Iteration 16Q: 3 clusters Score -7613578 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -7613666.000000 Penalty: 5502.018066
	Iteration 17Q: 3 clusters Score -7613666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -7613709.500000 Penalty: 5502.018066
	Iteration 18Q: 3 clusters Score -7613710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -7613739.500000 Penalty: 5502.018066
	Iteration 19Q: 3 clusters Score -7613740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -7613771.500000 Penalty: 5502.018066
	Iteration 20F: 3 clusters Score -7613772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -7613789.500000 Penalty: 5502.018066
	Iteration 21Q: 3 clusters Score -7613790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -7613798.000000 Penalty: 5502.018066
	Iteration 22Q: 3 clusters Score -7613798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -7613809.000000 Penalty: 5502.018066
	Iteration 23Q: 3 clusters Score -7613809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 65215 members 
Entering Unmasked Estep 
Score: -7613818.000000 Penalty: 5502.018066
	Iteration 24Q: 3 clusters Score -7613818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -7613813.500000 Penalty: 5502.018066
	Iteration 25Q: 3 clusters Score -7613814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -7613826.500000 Penalty: 5502.018066
	Iteration 26Q: 3 clusters Score -7613826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -7613829.000000 Penalty: 5502.018066
	Iteration 27Q: 3 clusters Score -7613829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -7613828.500000 Penalty: 5502.018066
	Iteration 28Q: 3 clusters Score -7613828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -7613834.500000 Penalty: 5502.018066
	Iteration 29Q: 3 clusters Score -7613834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -7613837.000000 Penalty: 5502.018066
	Iteration 30Q: 3 clusters Score -7613837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -7613836.000000 Penalty: 5502.018066
	Iteration 31Q: 3 clusters Score -7613836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -7613836.000000 Penalty: 5502.018066
	Iteration 32F: 3 clusters Score -7613836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -51645.199219 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -51645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50103.988281 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -50103.99 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50396.527344 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -50396.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50543.742188 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -50543.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50633.808594 Penalty: 3098.068848
	Iteration 3F: 3 clusters Score -50633.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50687.468750 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -50687.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50711.398438 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -50711.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50726.738281 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -50726.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50740.265625 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -50740.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50746.917969 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -50746.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50753.460938 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -50753.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50758.453125 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -50758.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50758.453125 Penalty: 3098.068848
	Iteration 11F: 3 clusters Score -50758.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -79280.445312 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -79280.45 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 418 members 
Entering Unmasked Estep 
Score: -77633.750000 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -77633.75 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -77871.617188 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -77871.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -77925.031250 Penalty: 3297.896240
	Iteration 2Q: 3 clusters Score -77925.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -77949.242188 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -77949.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -77962.718750 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -77962.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -77968.765625 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -77968.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -77982.476562 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -77982.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -77994.953125 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -77994.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -77999.781250 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -77999.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78014.132812 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -78014.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -78025.812500 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -78025.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78043.203125 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -78043.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -78074.406250 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -78074.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -78095.335938 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -78095.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -78125.156250 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -78125.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -78152.906250 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -78152.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -78179.828125 Penalty: 3297.896240
	Iteration 16Q: 3 clusters Score -78179.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78192.656250 Penalty: 3297.896240
	Iteration 17Q: 3 clusters Score -78192.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78223.085938 Penalty: 3297.896240
	Iteration 18Q: 3 clusters Score -78223.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78231.460938 Penalty: 3297.896240
	Iteration 19Q: 3 clusters Score -78231.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78239.515625 Penalty: 3297.896240
	Iteration 20F: 3 clusters Score -78239.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -78247.492188 Penalty: 3297.896240
	Iteration 21Q: 3 clusters Score -78247.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78264.992188 Penalty: 3297.896240
	Iteration 22Q: 3 clusters Score -78264.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78270.312500 Penalty: 3297.896240
	Iteration 23Q: 3 clusters Score -78270.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78273.250000 Penalty: 3297.896240
	Iteration 24Q: 3 clusters Score -78273.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78273.968750 Penalty: 3297.896240
	Iteration 25Q: 3 clusters Score -78273.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78275.078125 Penalty: 3297.896240
	Iteration 26Q: 3 clusters Score -78275.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78277.804688 Penalty: 3297.896240
	Iteration 27Q: 3 clusters Score -78277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78283.164062 Penalty: 3297.896240
	Iteration 28Q: 3 clusters Score -78283.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -78287.382812 Penalty: 3297.896240
	Iteration 29Q: 3 clusters Score -78287.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78292.640625 Penalty: 3297.896240
	Iteration 30Q: 3 clusters Score -78292.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -78307.445312 Penalty: 3297.896240
	Iteration 31Q: 3 clusters Score -78307.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78345.945312 Penalty: 3297.896240
	Iteration 32Q: 3 clusters Score -78345.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -78427.562500 Penalty: 3297.896240
	Iteration 33Q: 3 clusters Score -78427.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -78530.250000 Penalty: 3297.896240
	Iteration 34Q: 3 clusters Score -78530.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78670.328125 Penalty: 3297.896240
	Iteration 35Q: 3 clusters Score -78670.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -78745.242188 Penalty: 3297.896240
	Iteration 36Q: 3 clusters Score -78745.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -78788.203125 Penalty: 3297.896240
	Iteration 37Q: 3 clusters Score -78788.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -78821.867188 Penalty: 3297.896240
	Iteration 38Q: 3 clusters Score -78821.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -78862.234375 Penalty: 3297.896240
	Iteration 39Q: 3 clusters Score -78862.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78920.968750 Penalty: 3297.896240
	Iteration 40F: 3 clusters Score -78920.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -78942.007812 Penalty: 3297.896240
	Iteration 41Q: 3 clusters Score -78942.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78961.210938 Penalty: 3297.896240
	Iteration 42Q: 3 clusters Score -78961.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -78968.054688 Penalty: 3297.896240
	Iteration 43Q: 3 clusters Score -78968.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -78968.054688 Penalty: 3297.896240
	Iteration 44F: 3 clusters Score -78968.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Entering Unmasked Estep 
Score: -207265.640625 Penalty: 1890.784424
	Iteration 0F: 2 clusters Score -207265.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -204590.593750 Penalty: 3781.568848
	Iteration 0F: 3 clusters Score -204590.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -205067.125000 Penalty: 3781.568848
	Iteration 1F: 3 clusters Score -205067.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -205183.281250 Penalty: 3781.568848
	Iteration 2F: 3 clusters Score -205183.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -205248.750000 Penalty: 3781.568848
	Iteration 3Q: 3 clusters Score -205248.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -205301.484375 Penalty: 3781.568848
	Iteration 4Q: 3 clusters Score -205301.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -205337.796875 Penalty: 3781.568848
	Iteration 5Q: 3 clusters Score -205337.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -205362.000000 Penalty: 3781.568848
	Iteration 6Q: 3 clusters Score -205362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -205378.687500 Penalty: 3781.568848
	Iteration 7Q: 3 clusters Score -205378.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -205394.140625 Penalty: 3781.568848
	Iteration 8Q: 3 clusters Score -205394.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -205407.703125 Penalty: 3781.568848
	Iteration 9Q: 3 clusters Score -205407.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -205437.328125 Penalty: 3781.568848
	Iteration 10Q: 3 clusters Score -205437.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -205464.578125 Penalty: 3781.568848
	Iteration 11Q: 3 clusters Score -205464.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -205488.687500 Penalty: 3781.568848
	Iteration 12Q: 3 clusters Score -205488.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -205515.578125 Penalty: 3781.568848
	Iteration 13Q: 3 clusters Score -205515.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -205533.203125 Penalty: 3781.568848
	Iteration 14Q: 3 clusters Score -205533.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -205547.203125 Penalty: 3781.568848
	Iteration 15Q: 3 clusters Score -205547.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -205559.218750 Penalty: 3781.568848
	Iteration 16Q: 3 clusters Score -205559.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -205567.828125 Penalty: 3781.568848
	Iteration 17Q: 3 clusters Score -205567.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -205575.109375 Penalty: 3781.568848
	Iteration 18Q: 3 clusters Score -205575.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -205584.359375 Penalty: 3781.568848
	Iteration 19Q: 3 clusters Score -205584.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -205595.296875 Penalty: 3781.568848
	Iteration 20F: 3 clusters Score -205595.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -205603.421875 Penalty: 3781.568848
	Iteration 21Q: 3 clusters Score -205603.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -205611.109375 Penalty: 3781.568848
	Iteration 22Q: 3 clusters Score -205611.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -205620.125000 Penalty: 3781.568848
	Iteration 23Q: 3 clusters Score -205620.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -205628.687500 Penalty: 3781.568848
	Iteration 24Q: 3 clusters Score -205628.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -205635.765625 Penalty: 3781.568848
	Iteration 25Q: 3 clusters Score -205635.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -205641.531250 Penalty: 3781.568848
	Iteration 26Q: 3 clusters Score -205641.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -205644.046875 Penalty: 3781.568848
	Iteration 27Q: 3 clusters Score -205644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -205647.343750 Penalty: 3781.568848
	Iteration 28Q: 3 clusters Score -205647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205648.468750 Penalty: 3781.568848
	Iteration 29Q: 3 clusters Score -205648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -205649.156250 Penalty: 3781.568848
	Iteration 30Q: 3 clusters Score -205649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -205649.156250 Penalty: 3781.568848
	Iteration 31F: 3 clusters Score -205649.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Entering Unmasked Estep 
Score: -1775080.000000 Penalty: 2386.367676
	Iteration 0F: 2 clusters Score -1775080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1764132.250000 Penalty: 4772.735352
	Iteration 0F: 3 clusters Score -1764132 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1767644.500000 Penalty: 4772.735352
	Iteration 1F: 3 clusters Score -1767644 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1768011.500000 Penalty: 4772.735352
	Iteration 2F: 3 clusters Score -1768012 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1768311.250000 Penalty: 4772.735352
	Iteration 3Q: 3 clusters Score -1768311 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1768562.375000 Penalty: 4772.735352
	Iteration 4Q: 3 clusters Score -1768562 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1768791.875000 Penalty: 4772.735352
	Iteration 5Q: 3 clusters Score -1768792 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1769005.750000 Penalty: 4772.735352
	Iteration 6Q: 3 clusters Score -1769006 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1769203.750000 Penalty: 4772.735352
	Iteration 7Q: 3 clusters Score -1769204 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1769432.375000 Penalty: 4772.735352
	Iteration 8Q: 3 clusters Score -1769432 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1769678.500000 Penalty: 4772.735352
	Iteration 9Q: 3 clusters Score -1769678 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1769958.500000 Penalty: 4772.735352
	Iteration 10Q: 3 clusters Score -1769958 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1770273.000000 Penalty: 4772.735352
	Iteration 11Q: 3 clusters Score -1770273 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1770619.000000 Penalty: 4772.735352
	Iteration 12Q: 3 clusters Score -1770619 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1770949.125000 Penalty: 4772.735352
	Iteration 13Q: 3 clusters Score -1770949 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1771258.875000 Penalty: 4772.735352
	Iteration 14Q: 3 clusters Score -1771259 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1771486.625000 Penalty: 4772.735352
	Iteration 15Q: 3 clusters Score -1771487 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1771594.625000 Penalty: 4772.735352
	Iteration 16Q: 3 clusters Score -1771595 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1771649.125000 Penalty: 4772.735352
	Iteration 17Q: 3 clusters Score -1771649 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1771681.875000 Penalty: 4772.735352
	Iteration 18Q: 3 clusters Score -1771682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1771696.625000 Penalty: 4772.735352
	Iteration 19Q: 3 clusters Score -1771697 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1771707.500000 Penalty: 4772.735352
	Iteration 20F: 3 clusters Score -1771708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1771713.750000 Penalty: 4772.735352
	Iteration 21Q: 3 clusters Score -1771714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1771711.500000 Penalty: 4772.735352
	Iteration 22Q: 3 clusters Score -1771712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1771715.500000 Penalty: 4772.735352
	Iteration 23Q: 3 clusters Score -1771716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1771714.000000 Penalty: 4772.735352
	Iteration 24Q: 3 clusters Score -1771714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1771716.375000 Penalty: 4772.735352
	Iteration 25Q: 3 clusters Score -1771716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1771718.625000 Penalty: 4772.735352
	Iteration 26Q: 3 clusters Score -1771719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1771729.250000 Penalty: 4772.735352
	Iteration 27Q: 3 clusters Score -1771729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1771729.000000 Penalty: 4772.735352
	Iteration 28Q: 3 clusters Score -1771729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1771731.250000 Penalty: 4772.735352
	Iteration 29Q: 3 clusters Score -1771731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1771733.125000 Penalty: 4772.735352
	Iteration 30Q: 3 clusters Score -1771733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1771737.625000 Penalty: 4772.735352
	Iteration 31Q: 3 clusters Score -1771738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1771741.000000 Penalty: 4772.735352
	Iteration 32Q: 3 clusters Score -1771741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1771743.125000 Penalty: 4772.735352
	Iteration 33Q: 3 clusters Score -1771743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1771747.500000 Penalty: 4772.735352
	Iteration 34Q: 3 clusters Score -1771748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1771747.875000 Penalty: 4772.735352
	Iteration 35Q: 3 clusters Score -1771748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1771756.750000 Penalty: 4772.735352
	Iteration 36Q: 3 clusters Score -1771757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1771749.625000 Penalty: 4772.735352
	Iteration 37Q: 3 clusters Score -1771750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1771753.250000 Penalty: 4772.735352
	Iteration 38Q: 3 clusters Score -1771753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1771756.875000 Penalty: 4772.735352
	Iteration 39Q: 3 clusters Score -1771757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1771757.625000 Penalty: 4772.735352
	Iteration 40F: 3 clusters Score -1771758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1771765.750000 Penalty: 4772.735352
	Iteration 41Q: 3 clusters Score -1771766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1771766.500000 Penalty: 4772.735352
	Iteration 42Q: 3 clusters Score -1771766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1771774.250000 Penalty: 4772.735352
	Iteration 43Q: 3 clusters Score -1771774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1771773.375000 Penalty: 4772.735352
	Iteration 44Q: 3 clusters Score -1771773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1771777.250000 Penalty: 4772.735352
	Iteration 45Q: 3 clusters Score -1771777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1771783.625000 Penalty: 4772.735352
	Iteration 46Q: 3 clusters Score -1771784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1771788.500000 Penalty: 4772.735352
	Iteration 47Q: 3 clusters Score -1771788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1771795.875000 Penalty: 4772.735352
	Iteration 48Q: 3 clusters Score -1771796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1771795.125000 Penalty: 4772.735352
	Iteration 49Q: 3 clusters Score -1771795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1771796.625000 Penalty: 4772.735352
	Iteration 50Q: 3 clusters Score -1771797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1771797.625000 Penalty: 4772.735352
	Iteration 51Q: 3 clusters Score -1771798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1771805.000000 Penalty: 4772.735352
	Iteration 52Q: 3 clusters Score -1771805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1771807.750000 Penalty: 4772.735352
	Iteration 53Q: 3 clusters Score -1771808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1771805.750000 Penalty: 4772.735352
	Iteration 54Q: 3 clusters Score -1771806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1771809.625000 Penalty: 4772.735352
	Iteration 55Q: 3 clusters Score -1771810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1771810.000000 Penalty: 4772.735352
	Iteration 56Q: 3 clusters Score -1771810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1771814.875000 Penalty: 4772.735352
	Iteration 57Q: 3 clusters Score -1771815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1771809.625000 Penalty: 4772.735352
	Iteration 58Q: 3 clusters Score -1771810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1771812.750000 Penalty: 4772.735352
	Iteration 59Q: 3 clusters Score -1771813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1771820.250000 Penalty: 4772.735352
	Iteration 60F: 3 clusters Score -1771820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1771822.750000 Penalty: 4772.735352
	Iteration 61Q: 3 clusters Score -1771823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1771830.875000 Penalty: 4772.735352
	Iteration 62Q: 3 clusters Score -1771831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1771833.750000 Penalty: 4772.735352
	Iteration 63Q: 3 clusters Score -1771834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1771836.875000 Penalty: 4772.735352
	Iteration 64Q: 3 clusters Score -1771837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1771843.375000 Penalty: 4772.735352
	Iteration 65Q: 3 clusters Score -1771843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1771845.375000 Penalty: 4772.735352
	Iteration 66Q: 3 clusters Score -1771845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1771852.375000 Penalty: 4772.735352
	Iteration 67Q: 3 clusters Score -1771852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1771850.500000 Penalty: 4772.735352
	Iteration 68Q: 3 clusters Score -1771850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1771851.250000 Penalty: 4772.735352
	Iteration 69Q: 3 clusters Score -1771851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1771852.000000 Penalty: 4772.735352
	Iteration 70Q: 3 clusters Score -1771852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1771853.750000 Penalty: 4772.735352
	Iteration 71Q: 3 clusters Score -1771854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1771851.375000 Penalty: 4772.735352
	Iteration 72Q: 3 clusters Score -1771851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1771851.375000 Penalty: 4772.735352
	Iteration 73Q: 3 clusters Score -1771851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1771851.375000 Penalty: 4772.735352
	Iteration 74F: 3 clusters Score -1771851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Entering Unmasked Estep 
Score: -647087.312500 Penalty: 2139.526367
	Iteration 0F: 2 clusters Score -647087.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -642244.062500 Penalty: 4279.052734
	Iteration 0F: 3 clusters Score -642244.1 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -643392.000000 Penalty: 4279.052734
	Iteration 1F: 3 clusters Score -643392 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -643585.250000 Penalty: 4279.052734
	Iteration 2F: 3 clusters Score -643585.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -643702.750000 Penalty: 4279.052734
	Iteration 3Q: 3 clusters Score -643702.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -643782.062500 Penalty: 4279.052734
	Iteration 4Q: 3 clusters Score -643782.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -643841.437500 Penalty: 4279.052734
	Iteration 5Q: 3 clusters Score -643841.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -643891.250000 Penalty: 4279.052734
	Iteration 6Q: 3 clusters Score -643891.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -643932.187500 Penalty: 4279.052734
	Iteration 7Q: 3 clusters Score -643932.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -643976.062500 Penalty: 4279.052734
	Iteration 8Q: 3 clusters Score -643976.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -644022.250000 Penalty: 4279.052734
	Iteration 9Q: 3 clusters Score -644022.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -644065.937500 Penalty: 4279.052734
	Iteration 10Q: 3 clusters Score -644065.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -644100.562500 Penalty: 4279.052734
	Iteration 11Q: 3 clusters Score -644100.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -644135.812500 Penalty: 4279.052734
	Iteration 12Q: 3 clusters Score -644135.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -644169.875000 Penalty: 4279.052734
	Iteration 13Q: 3 clusters Score -644169.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -644209.875000 Penalty: 4279.052734
	Iteration 14Q: 3 clusters Score -644209.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -644253.625000 Penalty: 4279.052734
	Iteration 15Q: 3 clusters Score -644253.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -644291.937500 Penalty: 4279.052734
	Iteration 16Q: 3 clusters Score -644291.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -644346.062500 Penalty: 4279.052734
	Iteration 17Q: 3 clusters Score -644346.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -644408.812500 Penalty: 4279.052734
	Iteration 18Q: 3 clusters Score -644408.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -644473.062500 Penalty: 4279.052734
	Iteration 19Q: 3 clusters Score -644473.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -644552.562500 Penalty: 4279.052734
	Iteration 20F: 3 clusters Score -644552.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -644649.562500 Penalty: 4279.052734
	Iteration 21Q: 3 clusters Score -644649.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -644737.000000 Penalty: 4279.052734
	Iteration 22Q: 3 clusters Score -644737 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -644820.250000 Penalty: 4279.052734
	Iteration 23Q: 3 clusters Score -644820.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -644903.250000 Penalty: 4279.052734
	Iteration 24Q: 3 clusters Score -644903.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -644970.562500 Penalty: 4279.052734
	Iteration 25Q: 3 clusters Score -644970.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -645016.687500 Penalty: 4279.052734
	Iteration 26Q: 3 clusters Score -645016.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -645049.937500 Penalty: 4279.052734
	Iteration 27Q: 3 clusters Score -645049.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -645079.937500 Penalty: 4279.052734
	Iteration 28Q: 3 clusters Score -645079.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -645099.062500 Penalty: 4279.052734
	Iteration 29Q: 3 clusters Score -645099.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -645115.312500 Penalty: 4279.052734
	Iteration 30Q: 3 clusters Score -645115.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -645129.875000 Penalty: 4279.052734
	Iteration 31Q: 3 clusters Score -645129.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -645142.312500 Penalty: 4279.052734
	Iteration 32Q: 3 clusters Score -645142.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -645149.062500 Penalty: 4279.052734
	Iteration 33Q: 3 clusters Score -645149.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -645157.812500 Penalty: 4279.052734
	Iteration 34Q: 3 clusters Score -645157.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -645169.750000 Penalty: 4279.052734
	Iteration 35Q: 3 clusters Score -645169.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -645185.562500 Penalty: 4279.052734
	Iteration 36Q: 3 clusters Score -645185.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -645199.250000 Penalty: 4279.052734
	Iteration 37Q: 3 clusters Score -645199.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -645213.062500 Penalty: 4279.052734
	Iteration 38Q: 3 clusters Score -645213.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -645230.062500 Penalty: 4279.052734
	Iteration 39Q: 3 clusters Score -645230.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -645238.937500 Penalty: 4279.052734
	Iteration 40F: 3 clusters Score -645238.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -645244.500000 Penalty: 4279.052734
	Iteration 41Q: 3 clusters Score -645244.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -645250.562500 Penalty: 4279.052734
	Iteration 42Q: 3 clusters Score -645250.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -645255.875000 Penalty: 4279.052734
	Iteration 43Q: 3 clusters Score -645255.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -645263.250000 Penalty: 4279.052734
	Iteration 44Q: 3 clusters Score -645263.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -645270.937500 Penalty: 4279.052734
	Iteration 45Q: 3 clusters Score -645270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -645273.937500 Penalty: 4279.052734
	Iteration 46Q: 3 clusters Score -645273.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -645275.875000 Penalty: 4279.052734
	Iteration 47Q: 3 clusters Score -645275.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -645276.750000 Penalty: 4279.052734
	Iteration 48Q: 3 clusters Score -645276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -645278.437500 Penalty: 4279.052734
	Iteration 49Q: 3 clusters Score -645278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -645280.000000 Penalty: 4279.052734
	Iteration 50Q: 3 clusters Score -645280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -645281.937500 Penalty: 4279.052734
	Iteration 51Q: 3 clusters Score -645281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -645282.750000 Penalty: 4279.052734
	Iteration 52Q: 3 clusters Score -645282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -645284.375000 Penalty: 4279.052734
	Iteration 53Q: 3 clusters Score -645284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -645285.375000 Penalty: 4279.052734
	Iteration 54Q: 3 clusters Score -645285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -645287.937500 Penalty: 4279.052734
	Iteration 55Q: 3 clusters Score -645287.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -645288.687500 Penalty: 4279.052734
	Iteration 56Q: 3 clusters Score -645288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -645289.812500 Penalty: 4279.052734
	Iteration 57Q: 3 clusters Score -645289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -645292.437500 Penalty: 4279.052734
	Iteration 58Q: 3 clusters Score -645292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -645292.312500 Penalty: 4279.052734
	Iteration 59Q: 3 clusters Score -645292.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -645293.000000 Penalty: 4279.052734
	Iteration 60F: 3 clusters Score -645293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Entering Unmasked Estep 
Score: -4669675.000000 Penalty: 2627.990234
	Iteration 0F: 2 clusters Score -4669675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -4642680.500000 Penalty: 5255.980469
	Iteration 0F: 3 clusters Score -4642680 nChanged 18347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -4652470.000000 Penalty: 5255.980469
	Iteration 1F: 3 clusters Score -4652470 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -4652953.000000 Penalty: 5255.980469
	Iteration 2Q: 3 clusters Score -4652953 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -4653359.500000 Penalty: 5255.980469
	Iteration 3Q: 3 clusters Score -4653360 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4653800.000000 Penalty: 5255.980469
	Iteration 4Q: 3 clusters Score -4653800 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -4654177.000000 Penalty: 5255.980469
	Iteration 5Q: 3 clusters Score -4654177 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -4654551.500000 Penalty: 5255.980469
	Iteration 6Q: 3 clusters Score -4654552 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -4654872.000000 Penalty: 5255.980469
	Iteration 7Q: 3 clusters Score -4654872 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -4655215.000000 Penalty: 5255.980469
	Iteration 8Q: 3 clusters Score -4655215 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -4655535.500000 Penalty: 5255.980469
	Iteration 9Q: 3 clusters Score -4655536 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -4655944.000000 Penalty: 5255.980469
	Iteration 10Q: 3 clusters Score -4655944 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -4656396.000000 Penalty: 5255.980469
	Iteration 11Q: 3 clusters Score -4656396 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -4657036.000000 Penalty: 5255.980469
	Iteration 12Q: 3 clusters Score -4657036 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -4657880.000000 Penalty: 5255.980469
	Iteration 13Q: 3 clusters Score -4657880 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -4658876.500000 Penalty: 5255.980469
	Iteration 14Q: 3 clusters Score -4658876 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -4660026.500000 Penalty: 5255.980469
	Iteration 15Q: 3 clusters Score -4660026 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -4660897.500000 Penalty: 5255.980469
	Iteration 16Q: 3 clusters Score -4660898 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -4661470.000000 Penalty: 5255.980469
	Iteration 17Q: 3 clusters Score -4661470 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -4661737.500000 Penalty: 5255.980469
	Iteration 18Q: 3 clusters Score -4661738 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -4661899.000000 Penalty: 5255.980469
	Iteration 19Q: 3 clusters Score -4661899 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -4662030.000000 Penalty: 5255.980469
	Iteration 20F: 3 clusters Score -4662030 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -4662164.000000 Penalty: 5255.980469
	Iteration 21Q: 3 clusters Score -4662164 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -4662274.000000 Penalty: 5255.980469
	Iteration 22Q: 3 clusters Score -4662274 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -4662349.500000 Penalty: 5255.980469
	Iteration 23Q: 3 clusters Score -4662350 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -4662472.500000 Penalty: 5255.980469
	Iteration 24Q: 3 clusters Score -4662472 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -4662581.000000 Penalty: 5255.980469
	Iteration 25Q: 3 clusters Score -4662581 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -4662695.000000 Penalty: 5255.980469
	Iteration 26Q: 3 clusters Score -4662695 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -4662828.000000 Penalty: 5255.980469
	Iteration 27Q: 3 clusters Score -4662828 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -4662952.000000 Penalty: 5255.980469
	Iteration 28Q: 3 clusters Score -4662952 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -4663061.500000 Penalty: 5255.980469
	Iteration 29Q: 3 clusters Score -4663062 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -4663216.500000 Penalty: 5255.980469
	Iteration 30Q: 3 clusters Score -4663216 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4663386.000000 Penalty: 5255.980469
	Iteration 31Q: 3 clusters Score -4663386 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -4663558.500000 Penalty: 5255.980469
	Iteration 32Q: 3 clusters Score -4663558 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -4663737.500000 Penalty: 5255.980469
	Iteration 33Q: 3 clusters Score -4663738 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -4663902.500000 Penalty: 5255.980469
	Iteration 34Q: 3 clusters Score -4663902 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -4664112.000000 Penalty: 5255.980469
	Iteration 35Q: 3 clusters Score -4664112 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4664324.000000 Penalty: 5255.980469
	Iteration 36Q: 3 clusters Score -4664324 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4664546.500000 Penalty: 5255.980469
	Iteration 37Q: 3 clusters Score -4664546 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -4664777.000000 Penalty: 5255.980469
	Iteration 38Q: 3 clusters Score -4664777 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -4664960.500000 Penalty: 5255.980469
	Iteration 39Q: 3 clusters Score -4664960 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4665146.500000 Penalty: 5255.980469
	Iteration 40F: 3 clusters Score -4665146 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -4665307.500000 Penalty: 5255.980469
	Iteration 41Q: 3 clusters Score -4665308 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -4665474.500000 Penalty: 5255.980469
	Iteration 42Q: 3 clusters Score -4665474 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -4665621.000000 Penalty: 5255.980469
	Iteration 43Q: 3 clusters Score -4665621 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -4665770.500000 Penalty: 5255.980469
	Iteration 44Q: 3 clusters Score -4665770 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -4665915.000000 Penalty: 5255.980469
	Iteration 45Q: 3 clusters Score -4665915 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -4666079.000000 Penalty: 5255.980469
	Iteration 46Q: 3 clusters Score -4666079 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4666220.500000 Penalty: 5255.980469
	Iteration 47Q: 3 clusters Score -4666220 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -4666359.000000 Penalty: 5255.980469
	Iteration 48Q: 3 clusters Score -4666359 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -4666475.500000 Penalty: 5255.980469
	Iteration 49Q: 3 clusters Score -4666476 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -4666589.500000 Penalty: 5255.980469
	Iteration 50Q: 3 clusters Score -4666590 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -4666667.000000 Penalty: 5255.980469
	Iteration 51Q: 3 clusters Score -4666667 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -4666732.000000 Penalty: 5255.980469
	Iteration 52Q: 3 clusters Score -4666732 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -4666800.500000 Penalty: 5255.980469
	Iteration 53Q: 3 clusters Score -4666800 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -4666884.000000 Penalty: 5255.980469
	Iteration 54Q: 3 clusters Score -4666884 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -4666987.000000 Penalty: 5255.980469
	Iteration 55Q: 3 clusters Score -4666987 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -4667050.000000 Penalty: 5255.980469
	Iteration 56Q: 3 clusters Score -4667050 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -4667117.000000 Penalty: 5255.980469
	Iteration 57Q: 3 clusters Score -4667117 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -4667152.500000 Penalty: 5255.980469
	Iteration 58Q: 3 clusters Score -4667152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -4667208.500000 Penalty: 5255.980469
	Iteration 59Q: 3 clusters Score -4667208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -4667242.500000 Penalty: 5255.980469
	Iteration 60F: 3 clusters Score -4667242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -4667272.000000 Penalty: 5255.980469
	Iteration 61Q: 3 clusters Score -4667272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -4667293.500000 Penalty: 5255.980469
	Iteration 62Q: 3 clusters Score -4667294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -4667313.000000 Penalty: 5255.980469
	Iteration 63Q: 3 clusters Score -4667313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -4667336.500000 Penalty: 5255.980469
	Iteration 64Q: 3 clusters Score -4667336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -4667350.000000 Penalty: 5255.980469
	Iteration 65Q: 3 clusters Score -4667350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -4667363.000000 Penalty: 5255.980469
	Iteration 66Q: 3 clusters Score -4667363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -4667380.000000 Penalty: 5255.980469
	Iteration 67Q: 3 clusters Score -4667380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -4667394.500000 Penalty: 5255.980469
	Iteration 68Q: 3 clusters Score -4667394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -4667398.500000 Penalty: 5255.980469
	Iteration 69Q: 3 clusters Score -4667398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -4667410.500000 Penalty: 5255.980469
	Iteration 70Q: 3 clusters Score -4667410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -4667415.500000 Penalty: 5255.980469
	Iteration 71Q: 3 clusters Score -4667416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -4667426.500000 Penalty: 5255.980469
	Iteration 72Q: 3 clusters Score -4667426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -4667431.000000 Penalty: 5255.980469
	Iteration 73Q: 3 clusters Score -4667431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -4667435.500000 Penalty: 5255.980469
	Iteration 74Q: 3 clusters Score -4667436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -4667434.500000 Penalty: 5255.980469
	Iteration 75Q: 3 clusters Score -4667434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -4667437.000000 Penalty: 5255.980469
	Iteration 76Q: 3 clusters Score -4667437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -4667442.000000 Penalty: 5255.980469
	Iteration 77Q: 3 clusters Score -4667442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -4667446.000000 Penalty: 5255.980469
	Iteration 78Q: 3 clusters Score -4667446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -4667445.000000 Penalty: 5255.980469
	Iteration 79Q: 3 clusters Score -4667445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -4667448.000000 Penalty: 5255.980469
	Iteration 80F: 3 clusters Score -4667448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -4667447.000000 Penalty: 5255.980469
	Iteration 81Q: 3 clusters Score -4667447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -4667444.000000 Penalty: 5255.980469
	Iteration 82Q: 3 clusters Score -4667444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -4667453.500000 Penalty: 5255.980469
	Iteration 83Q: 3 clusters Score -4667454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -4667449.500000 Penalty: 5255.980469
	Iteration 84Q: 3 clusters Score -4667450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -4667449.000000 Penalty: 5255.980469
	Iteration 85Q: 3 clusters Score -4667449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -4667453.000000 Penalty: 5255.980469
	Iteration 86Q: 3 clusters Score -4667453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -4667457.500000 Penalty: 5255.980469
	Iteration 87Q: 3 clusters Score -4667458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -4667459.500000 Penalty: 5255.980469
	Iteration 88Q: 3 clusters Score -4667460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -4667466.000000 Penalty: 5255.980469
	Iteration 89Q: 3 clusters Score -4667466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -4667464.500000 Penalty: 5255.980469
	Iteration 90Q: 3 clusters Score -4667464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -4667465.000000 Penalty: 5255.980469
	Iteration 91Q: 3 clusters Score -4667465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -4667463.000000 Penalty: 5255.980469
	Iteration 92Q: 3 clusters Score -4667463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -4667461.500000 Penalty: 5255.980469
	Iteration 93Q: 3 clusters Score -4667462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -4667467.000000 Penalty: 5255.980469
	Iteration 94Q: 3 clusters Score -4667467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -4667469.500000 Penalty: 5255.980469
	Iteration 95Q: 3 clusters Score -4667470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -4667469.500000 Penalty: 5255.980469
	Iteration 96Q: 3 clusters Score -4667470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -4667474.000000 Penalty: 5255.980469
	Iteration 97Q: 3 clusters Score -4667474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -4667472.000000 Penalty: 5255.980469
	Iteration 98Q: 3 clusters Score -4667472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -4667472.000000 Penalty: 5255.980469
	Iteration 99F: 3 clusters Score -4667472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -329623.593750 Penalty: 1973.813843
	Iteration 0F: 2 clusters Score -329623.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -326427.781250 Penalty: 3947.627686
	Iteration 0F: 3 clusters Score -326427.8 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -327111.250000 Penalty: 3947.627686
	Iteration 1F: 3 clusters Score -327111.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -327320.531250 Penalty: 3947.627686
	Iteration 2F: 3 clusters Score -327320.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -327472.125000 Penalty: 3947.627686
	Iteration 3F: 3 clusters Score -327472.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -327641.312500 Penalty: 3947.627686
	Iteration 4Q: 3 clusters Score -327641.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -327860.250000 Penalty: 3947.627686
	Iteration 5Q: 3 clusters Score -327860.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -328036.125000 Penalty: 3947.627686
	Iteration 6Q: 3 clusters Score -328036.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -328148.500000 Penalty: 3947.627686
	Iteration 7Q: 3 clusters Score -328148.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -328240.750000 Penalty: 3947.627686
	Iteration 8Q: 3 clusters Score -328240.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -328318.937500 Penalty: 3947.627686
	Iteration 9Q: 3 clusters Score -328318.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -328378.062500 Penalty: 3947.627686
	Iteration 10Q: 3 clusters Score -328378.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -328439.812500 Penalty: 3947.627686
	Iteration 11Q: 3 clusters Score -328439.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -328502.375000 Penalty: 3947.627686
	Iteration 12Q: 3 clusters Score -328502.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -328555.250000 Penalty: 3947.627686
	Iteration 13Q: 3 clusters Score -328555.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -328596.406250 Penalty: 3947.627686
	Iteration 14Q: 3 clusters Score -328596.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -328628.781250 Penalty: 3947.627686
	Iteration 15Q: 3 clusters Score -328628.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -328657.250000 Penalty: 3947.627686
	Iteration 16Q: 3 clusters Score -328657.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -328680.468750 Penalty: 3947.627686
	Iteration 17Q: 3 clusters Score -328680.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -328701.687500 Penalty: 3947.627686
	Iteration 18Q: 3 clusters Score -328701.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -328723.750000 Penalty: 3947.627686
	Iteration 19Q: 3 clusters Score -328723.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -328736.906250 Penalty: 3947.627686
	Iteration 20F: 3 clusters Score -328736.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -328745.750000 Penalty: 3947.627686
	Iteration 21Q: 3 clusters Score -328745.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -328755.531250 Penalty: 3947.627686
	Iteration 22Q: 3 clusters Score -328755.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -328762.593750 Penalty: 3947.627686
	Iteration 23Q: 3 clusters Score -328762.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -328768.125000 Penalty: 3947.627686
	Iteration 24Q: 3 clusters Score -328768.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -328774.281250 Penalty: 3947.627686
	Iteration 25Q: 3 clusters Score -328774.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -328782.062500 Penalty: 3947.627686
	Iteration 26Q: 3 clusters Score -328782.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -328786.656250 Penalty: 3947.627686
	Iteration 27Q: 3 clusters Score -328786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -328790.218750 Penalty: 3947.627686
	Iteration 28Q: 3 clusters Score -328790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -328797.531250 Penalty: 3947.627686
	Iteration 29Q: 3 clusters Score -328797.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -328805.375000 Penalty: 3947.627686
	Iteration 30Q: 3 clusters Score -328805.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -328813.656250 Penalty: 3947.627686
	Iteration 31Q: 3 clusters Score -328813.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -328819.625000 Penalty: 3947.627686
	Iteration 32Q: 3 clusters Score -328819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -328824.968750 Penalty: 3947.627686
	Iteration 33Q: 3 clusters Score -328825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -328828.937500 Penalty: 3947.627686
	Iteration 34Q: 3 clusters Score -328828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -328833.406250 Penalty: 3947.627686
	Iteration 35Q: 3 clusters Score -328833.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -328840.187500 Penalty: 3947.627686
	Iteration 36Q: 3 clusters Score -328840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -328845.343750 Penalty: 3947.627686
	Iteration 37Q: 3 clusters Score -328845.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -328852.718750 Penalty: 3947.627686
	Iteration 38Q: 3 clusters Score -328852.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -328867.000000 Penalty: 3947.627686
	Iteration 39Q: 3 clusters Score -328867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -328893.125000 Penalty: 3947.627686
	Iteration 40F: 3 clusters Score -328893.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -328925.437500 Penalty: 3947.627686
	Iteration 41Q: 3 clusters Score -328925.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -328962.843750 Penalty: 3947.627686
	Iteration 42Q: 3 clusters Score -328962.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -328989.343750 Penalty: 3947.627686
	Iteration 43Q: 3 clusters Score -328989.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -329004.031250 Penalty: 3947.627686
	Iteration 44Q: 3 clusters Score -329004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -329017.187500 Penalty: 3947.627686
	Iteration 45Q: 3 clusters Score -329017.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -329026.437500 Penalty: 3947.627686
	Iteration 46Q: 3 clusters Score -329026.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -329033.031250 Penalty: 3947.627686
	Iteration 47Q: 3 clusters Score -329033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -329040.656250 Penalty: 3947.627686
	Iteration 48Q: 3 clusters Score -329040.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -329042.843750 Penalty: 3947.627686
	Iteration 49Q: 3 clusters Score -329042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -329045.187500 Penalty: 3947.627686
	Iteration 50Q: 3 clusters Score -329045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -329047.875000 Penalty: 3947.627686
	Iteration 51Q: 3 clusters Score -329047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -329049.656250 Penalty: 3947.627686
	Iteration 52Q: 3 clusters Score -329049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -329052.343750 Penalty: 3947.627686
	Iteration 53Q: 3 clusters Score -329052.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -329054.875000 Penalty: 3947.627686
	Iteration 54Q: 3 clusters Score -329054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -329059.375000 Penalty: 3947.627686
	Iteration 55Q: 3 clusters Score -329059.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -329060.343750 Penalty: 3947.627686
	Iteration 56Q: 3 clusters Score -329060.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -329061.343750 Penalty: 3947.627686
	Iteration 57Q: 3 clusters Score -329061.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -329061.343750 Penalty: 3947.627686
	Iteration 58F: 3 clusters Score -329061.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -47689.906250 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -47689.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46259.585938 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -46259.59 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46429.687500 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -46429.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46500.648438 Penalty: 3041.088379
	Iteration 2F: 3 clusters Score -46500.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46538.867188 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -46538.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46558.097656 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -46558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46564.484375 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -46564.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46567.042969 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -46567.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46570.378906 Penalty: 3041.088379
	Iteration 7Q: 3 clusters Score -46570.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46575.183594 Penalty: 3041.088379
	Iteration 8Q: 3 clusters Score -46575.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46579.242188 Penalty: 3041.088379
	Iteration 9Q: 3 clusters Score -46579.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46583.378906 Penalty: 3041.088379
	Iteration 10Q: 3 clusters Score -46583.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46590.570312 Penalty: 3041.088379
	Iteration 11Q: 3 clusters Score -46590.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46590.570312 Penalty: 3041.088379
	Iteration 12F: 3 clusters Score -46590.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Entering Unmasked Estep 
Score: -4835481.500000 Penalty: 2645.045898
	Iteration 0F: 2 clusters Score -4835482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -4806476.500000 Penalty: 5290.091797
	Iteration 0F: 3 clusters Score -4806476 nChanged 19699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -4817237.000000 Penalty: 5290.091797
	Iteration 1F: 3 clusters Score -4817237 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -4817676.000000 Penalty: 5290.091797
	Iteration 2Q: 3 clusters Score -4817676 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4818094.000000 Penalty: 5290.091797
	Iteration 3Q: 3 clusters Score -4818094 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4818522.000000 Penalty: 5290.091797
	Iteration 4Q: 3 clusters Score -4818522 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -4818989.500000 Penalty: 5290.091797
	Iteration 5Q: 3 clusters Score -4818990 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -4819448.500000 Penalty: 5290.091797
	Iteration 6Q: 3 clusters Score -4819448 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -4819934.000000 Penalty: 5290.091797
	Iteration 7Q: 3 clusters Score -4819934 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -4820527.500000 Penalty: 5290.091797
	Iteration 8Q: 3 clusters Score -4820528 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -4821298.500000 Penalty: 5290.091797
	Iteration 9Q: 3 clusters Score -4821298 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -4822333.500000 Penalty: 5290.091797
	Iteration 10Q: 3 clusters Score -4822334 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -4823600.500000 Penalty: 5290.091797
	Iteration 11F: 3 clusters Score -4823600 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -4825243.000000 Penalty: 5290.091797
	Iteration 12F: 3 clusters Score -4825243 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -4827044.000000 Penalty: 5290.091797
	Iteration 13F: 3 clusters Score -4827044 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -4828891.500000 Penalty: 5290.091797
	Iteration 14F: 3 clusters Score -4828892 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -4830547.500000 Penalty: 5290.091797
	Iteration 15Q: 3 clusters Score -4830548 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -4831723.500000 Penalty: 5290.091797
	Iteration 16Q: 3 clusters Score -4831724 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -4832321.500000 Penalty: 5290.091797
	Iteration 17Q: 3 clusters Score -4832322 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -4832687.000000 Penalty: 5290.091797
	Iteration 18Q: 3 clusters Score -4832687 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -4832921.500000 Penalty: 5290.091797
	Iteration 19Q: 3 clusters Score -4832922 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -4833061.500000 Penalty: 5290.091797
	Iteration 20F: 3 clusters Score -4833062 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -4833147.500000 Penalty: 5290.091797
	Iteration 21Q: 3 clusters Score -4833148 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -4833235.500000 Penalty: 5290.091797
	Iteration 22Q: 3 clusters Score -4833236 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -4833282.000000 Penalty: 5290.091797
	Iteration 23Q: 3 clusters Score -4833282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -4833305.500000 Penalty: 5290.091797
	Iteration 24Q: 3 clusters Score -4833306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -4833320.000000 Penalty: 5290.091797
	Iteration 25Q: 3 clusters Score -4833320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -4833344.500000 Penalty: 5290.091797
	Iteration 26Q: 3 clusters Score -4833344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -4833348.000000 Penalty: 5290.091797
	Iteration 27Q: 3 clusters Score -4833348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -4833356.000000 Penalty: 5290.091797
	Iteration 28Q: 3 clusters Score -4833356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -4833357.500000 Penalty: 5290.091797
	Iteration 29Q: 3 clusters Score -4833358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -4833370.500000 Penalty: 5290.091797
	Iteration 30Q: 3 clusters Score -4833370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -4833379.500000 Penalty: 5290.091797
	Iteration 31Q: 3 clusters Score -4833380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -4833390.000000 Penalty: 5290.091797
	Iteration 32Q: 3 clusters Score -4833390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -4833387.500000 Penalty: 5290.091797
	Iteration 33Q: 3 clusters Score -4833388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -4833388.000000 Penalty: 5290.091797
	Iteration 34Q: 3 clusters Score -4833388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -4833388.000000 Penalty: 5290.091797
	Iteration 35Q: 3 clusters Score -4833388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -4833388.500000 Penalty: 5290.091797
	Iteration 36Q: 3 clusters Score -4833388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -4833391.500000 Penalty: 5290.091797
	Iteration 37Q: 3 clusters Score -4833392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -4833391.000000 Penalty: 5290.091797
	Iteration 38Q: 3 clusters Score -4833391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -4833397.000000 Penalty: 5290.091797
	Iteration 39Q: 3 clusters Score -4833397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -4833390.000000 Penalty: 5290.091797
	Iteration 40F: 3 clusters Score -4833390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -4833390.000000 Penalty: 5290.091797
	Iteration 41Q: 3 clusters Score -4833390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -4833394.000000 Penalty: 5290.091797
	Iteration 42Q: 3 clusters Score -4833394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -4833399.000000 Penalty: 5290.091797
	Iteration 43Q: 3 clusters Score -4833399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -4833394.000000 Penalty: 5290.091797
	Iteration 44Q: 3 clusters Score -4833394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -4833396.500000 Penalty: 5290.091797
	Iteration 45Q: 3 clusters Score -4833396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -4833393.500000 Penalty: 5290.091797
	Iteration 46Q: 3 clusters Score -4833394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -4833395.500000 Penalty: 5290.091797
	Iteration 47Q: 3 clusters Score -4833396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -4833398.500000 Penalty: 5290.091797
	Iteration 48Q: 3 clusters Score -4833398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -4833398.000000 Penalty: 5290.091797
	Iteration 49Q: 3 clusters Score -4833398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -4833399.000000 Penalty: 5290.091797
	Iteration 50Q: 3 clusters Score -4833399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -4833397.500000 Penalty: 5290.091797
	Iteration 51Q: 3 clusters Score -4833398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -4833398.500000 Penalty: 5290.091797
	Iteration 52Q: 3 clusters Score -4833398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -4833398.500000 Penalty: 5290.091797
	Iteration 53F: 3 clusters Score -4833398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -60509.691406 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -60509.69 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 298 members 
Entering Unmasked Estep 
Score: -58930.269531 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -58930.27 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59202.441406 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -59202.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59280.914062 Penalty: 3160.319580
	Iteration 2Q: 3 clusters Score -59280.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59345.019531 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -59345.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59390.632812 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -59390.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59415.078125 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -59415.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59426.484375 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -59426.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59430.132812 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -59430.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59435.937500 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -59435.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59438.683594 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -59438.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59440.160156 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -59440.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59440.160156 Penalty: 3160.319580
	Iteration 11F: 3 clusters Score -59440.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Entering Unmasked Estep 
Score: -770587.812500 Penalty: 2181.003906
	Iteration 0F: 2 clusters Score -770587.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -765096.625000 Penalty: 4362.007812
	Iteration 0F: 3 clusters Score -765096.6 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -766507.312500 Penalty: 4362.007812
	Iteration 1F: 3 clusters Score -766507.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -766717.500000 Penalty: 4362.007812
	Iteration 2F: 3 clusters Score -766717.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -766854.312500 Penalty: 4362.007812
	Iteration 3Q: 3 clusters Score -766854.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -766952.875000 Penalty: 4362.007812
	Iteration 4Q: 3 clusters Score -766952.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -767031.562500 Penalty: 4362.007812
	Iteration 5Q: 3 clusters Score -767031.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -767096.250000 Penalty: 4362.007812
	Iteration 6Q: 3 clusters Score -767096.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -767150.562500 Penalty: 4362.007812
	Iteration 7Q: 3 clusters Score -767150.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -767199.500000 Penalty: 4362.007812
	Iteration 8Q: 3 clusters Score -767199.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -767245.062500 Penalty: 4362.007812
	Iteration 9Q: 3 clusters Score -767245.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -767292.500000 Penalty: 4362.007812
	Iteration 10Q: 3 clusters Score -767292.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -767359.312500 Penalty: 4362.007812
	Iteration 11Q: 3 clusters Score -767359.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -767421.937500 Penalty: 4362.007812
	Iteration 12Q: 3 clusters Score -767421.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -767489.187500 Penalty: 4362.007812
	Iteration 13Q: 3 clusters Score -767489.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -767544.312500 Penalty: 4362.007812
	Iteration 14Q: 3 clusters Score -767544.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -767595.125000 Penalty: 4362.007812
	Iteration 15Q: 3 clusters Score -767595.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -767646.062500 Penalty: 4362.007812
	Iteration 16Q: 3 clusters Score -767646.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -767695.562500 Penalty: 4362.007812
	Iteration 17Q: 3 clusters Score -767695.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -767735.937500 Penalty: 4362.007812
	Iteration 18Q: 3 clusters Score -767735.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -767782.000000 Penalty: 4362.007812
	Iteration 19Q: 3 clusters Score -767782 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -767826.562500 Penalty: 4362.007812
	Iteration 20F: 3 clusters Score -767826.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -767873.000000 Penalty: 4362.007812
	Iteration 21Q: 3 clusters Score -767873 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -767929.187500 Penalty: 4362.007812
	Iteration 22Q: 3 clusters Score -767929.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -767987.312500 Penalty: 4362.007812
	Iteration 23Q: 3 clusters Score -767987.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -768044.562500 Penalty: 4362.007812
	Iteration 24Q: 3 clusters Score -768044.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -768093.937500 Penalty: 4362.007812
	Iteration 25Q: 3 clusters Score -768093.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -768137.312500 Penalty: 4362.007812
	Iteration 26Q: 3 clusters Score -768137.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -768181.437500 Penalty: 4362.007812
	Iteration 27Q: 3 clusters Score -768181.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -768229.312500 Penalty: 4362.007812
	Iteration 28Q: 3 clusters Score -768229.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -768279.937500 Penalty: 4362.007812
	Iteration 29Q: 3 clusters Score -768279.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -768322.062500 Penalty: 4362.007812
	Iteration 30Q: 3 clusters Score -768322.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -768358.500000 Penalty: 4362.007812
	Iteration 31Q: 3 clusters Score -768358.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -768389.062500 Penalty: 4362.007812
	Iteration 32Q: 3 clusters Score -768389.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -768413.562500 Penalty: 4362.007812
	Iteration 33Q: 3 clusters Score -768413.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -768436.250000 Penalty: 4362.007812
	Iteration 34Q: 3 clusters Score -768436.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -768454.812500 Penalty: 4362.007812
	Iteration 35Q: 3 clusters Score -768454.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -768471.375000 Penalty: 4362.007812
	Iteration 36Q: 3 clusters Score -768471.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -768486.500000 Penalty: 4362.007812
	Iteration 37Q: 3 clusters Score -768486.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -768501.562500 Penalty: 4362.007812
	Iteration 38Q: 3 clusters Score -768501.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -768515.500000 Penalty: 4362.007812
	Iteration 39Q: 3 clusters Score -768515.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -768525.937500 Penalty: 4362.007812
	Iteration 40F: 3 clusters Score -768525.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -768537.437500 Penalty: 4362.007812
	Iteration 41Q: 3 clusters Score -768537.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -768544.812500 Penalty: 4362.007812
	Iteration 42Q: 3 clusters Score -768544.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -768551.562500 Penalty: 4362.007812
	Iteration 43Q: 3 clusters Score -768551.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -768561.187500 Penalty: 4362.007812
	Iteration 44Q: 3 clusters Score -768561.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -768567.312500 Penalty: 4362.007812
	Iteration 45Q: 3 clusters Score -768567.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -768574.437500 Penalty: 4362.007812
	Iteration 46Q: 3 clusters Score -768574.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -768581.812500 Penalty: 4362.007812
	Iteration 47Q: 3 clusters Score -768581.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -768587.687500 Penalty: 4362.007812
	Iteration 48Q: 3 clusters Score -768587.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -768590.750000 Penalty: 4362.007812
	Iteration 49Q: 3 clusters Score -768590.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -768596.562500 Penalty: 4362.007812
	Iteration 50Q: 3 clusters Score -768596.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -768597.812500 Penalty: 4362.007812
	Iteration 51Q: 3 clusters Score -768597.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -768601.375000 Penalty: 4362.007812
	Iteration 52Q: 3 clusters Score -768601.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -768601.375000 Penalty: 4362.007812
	Iteration 53Q: 3 clusters Score -768601.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -768604.750000 Penalty: 4362.007812
	Iteration 54Q: 3 clusters Score -768604.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -768604.812500 Penalty: 4362.007812
	Iteration 55Q: 3 clusters Score -768604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -768607.625000 Penalty: 4362.007812
	Iteration 56Q: 3 clusters Score -768607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -768608.000000 Penalty: 4362.007812
	Iteration 57Q: 3 clusters Score -768608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -768608.750000 Penalty: 4362.007812
	Iteration 58Q: 3 clusters Score -768608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -768608.312500 Penalty: 4362.007812
	Iteration 59Q: 3 clusters Score -768608.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -768608.875000 Penalty: 4362.007812
	Iteration 60F: 3 clusters Score -768608.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -768608.375000 Penalty: 4362.007812
	Iteration 61Q: 3 clusters Score -768608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -768610.125000 Penalty: 4362.007812
	Iteration 62Q: 3 clusters Score -768610.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -768609.375000 Penalty: 4362.007812
	Iteration 63Q: 3 clusters Score -768609.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -768609.375000 Penalty: 4362.007812
	Iteration 64F: 3 clusters Score -768609.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Entering Unmasked Estep 
Score: -2666966.750000 Penalty: 2487.742920
	Iteration 0F: 2 clusters Score -2666967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2651233.500000 Penalty: 4975.485840
	Iteration 0F: 3 clusters Score -2651234 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2656561.000000 Penalty: 4975.485840
	Iteration 1F: 3 clusters Score -2656561 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2657000.250000 Penalty: 4975.485840
	Iteration 2F: 3 clusters Score -2657000 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2657470.500000 Penalty: 4975.485840
	Iteration 3Q: 3 clusters Score -2657470 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2658007.250000 Penalty: 4975.485840
	Iteration 4Q: 3 clusters Score -2658007 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2658654.500000 Penalty: 4975.485840
	Iteration 5Q: 3 clusters Score -2658654 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2659435.250000 Penalty: 4975.485840
	Iteration 6Q: 3 clusters Score -2659435 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2660306.750000 Penalty: 4975.485840
	Iteration 7F: 3 clusters Score -2660307 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2661294.000000 Penalty: 4975.485840
	Iteration 8F: 3 clusters Score -2661294 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2662438.250000 Penalty: 4975.485840
	Iteration 9F: 3 clusters Score -2662438 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2663490.250000 Penalty: 4975.485840
	Iteration 10F: 3 clusters Score -2663490 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2664251.500000 Penalty: 4975.485840
	Iteration 11F: 3 clusters Score -2664252 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2664705.500000 Penalty: 4975.485840
	Iteration 12Q: 3 clusters Score -2664706 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2664942.250000 Penalty: 4975.485840
	Iteration 13Q: 3 clusters Score -2664942 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2665137.250000 Penalty: 4975.485840
	Iteration 14Q: 3 clusters Score -2665137 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2665305.750000 Penalty: 4975.485840
	Iteration 15Q: 3 clusters Score -2665306 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2665425.750000 Penalty: 4975.485840
	Iteration 16Q: 3 clusters Score -2665426 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2665508.250000 Penalty: 4975.485840
	Iteration 17Q: 3 clusters Score -2665508 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2665574.750000 Penalty: 4975.485840
	Iteration 18Q: 3 clusters Score -2665575 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2665626.250000 Penalty: 4975.485840
	Iteration 19Q: 3 clusters Score -2665626 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2665669.500000 Penalty: 4975.485840
	Iteration 20F: 3 clusters Score -2665670 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2665707.750000 Penalty: 4975.485840
	Iteration 21Q: 3 clusters Score -2665708 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2665735.500000 Penalty: 4975.485840
	Iteration 22Q: 3 clusters Score -2665736 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2665756.250000 Penalty: 4975.485840
	Iteration 23Q: 3 clusters Score -2665756 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2665770.250000 Penalty: 4975.485840
	Iteration 24Q: 3 clusters Score -2665770 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2665785.000000 Penalty: 4975.485840
	Iteration 25Q: 3 clusters Score -2665785 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2665792.250000 Penalty: 4975.485840
	Iteration 26Q: 3 clusters Score -2665792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2665805.750000 Penalty: 4975.485840
	Iteration 27Q: 3 clusters Score -2665806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2665813.500000 Penalty: 4975.485840
	Iteration 28Q: 3 clusters Score -2665814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2665810.250000 Penalty: 4975.485840
	Iteration 29Q: 3 clusters Score -2665810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2665812.500000 Penalty: 4975.485840
	Iteration 30Q: 3 clusters Score -2665812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2665824.500000 Penalty: 4975.485840
	Iteration 31Q: 3 clusters Score -2665824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2665820.750000 Penalty: 4975.485840
	Iteration 32Q: 3 clusters Score -2665821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2665831.750000 Penalty: 4975.485840
	Iteration 33Q: 3 clusters Score -2665832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2665833.500000 Penalty: 4975.485840
	Iteration 34Q: 3 clusters Score -2665834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2665844.250000 Penalty: 4975.485840
	Iteration 35Q: 3 clusters Score -2665844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2665839.750000 Penalty: 4975.485840
	Iteration 36Q: 3 clusters Score -2665840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2665843.500000 Penalty: 4975.485840
	Iteration 37Q: 3 clusters Score -2665844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2665849.750000 Penalty: 4975.485840
	Iteration 38Q: 3 clusters Score -2665850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2665854.500000 Penalty: 4975.485840
	Iteration 39Q: 3 clusters Score -2665854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2665852.750000 Penalty: 4975.485840
	Iteration 40F: 3 clusters Score -2665853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2665855.500000 Penalty: 4975.485840
	Iteration 41Q: 3 clusters Score -2665856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2665848.500000 Penalty: 4975.485840
	Iteration 42Q: 3 clusters Score -2665848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2665849.000000 Penalty: 4975.485840
	Iteration 43Q: 3 clusters Score -2665849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2665851.250000 Penalty: 4975.485840
	Iteration 44Q: 3 clusters Score -2665851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2665851.750000 Penalty: 4975.485840
	Iteration 45Q: 3 clusters Score -2665852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2665848.500000 Penalty: 4975.485840
	Iteration 46Q: 3 clusters Score -2665848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2665851.500000 Penalty: 4975.485840
	Iteration 47Q: 3 clusters Score -2665852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2665855.000000 Penalty: 4975.485840
	Iteration 48Q: 3 clusters Score -2665855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2665854.000000 Penalty: 4975.485840
	Iteration 49Q: 3 clusters Score -2665854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2665862.500000 Penalty: 4975.485840
	Iteration 50Q: 3 clusters Score -2665862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2665863.500000 Penalty: 4975.485840
	Iteration 51Q: 3 clusters Score -2665864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2665866.000000 Penalty: 4975.485840
	Iteration 52Q: 3 clusters Score -2665866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2665877.750000 Penalty: 4975.485840
	Iteration 53Q: 3 clusters Score -2665878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2665874.250000 Penalty: 4975.485840
	Iteration 54Q: 3 clusters Score -2665874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2665877.250000 Penalty: 4975.485840
	Iteration 55Q: 3 clusters Score -2665877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2665868.000000 Penalty: 4975.485840
	Iteration 56Q: 3 clusters Score -2665868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2665876.750000 Penalty: 4975.485840
	Iteration 57Q: 3 clusters Score -2665877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2665873.000000 Penalty: 4975.485840
	Iteration 58Q: 3 clusters Score -2665873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2665867.000000 Penalty: 4975.485840
	Iteration 59Q: 3 clusters Score -2665867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2665876.500000 Penalty: 4975.485840
	Iteration 60F: 3 clusters Score -2665876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2665876.750000 Penalty: 4975.485840
	Iteration 61Q: 3 clusters Score -2665877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2665873.000000 Penalty: 4975.485840
	Iteration 62Q: 3 clusters Score -2665873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2665878.750000 Penalty: 4975.485840
	Iteration 63Q: 3 clusters Score -2665879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2665879.750000 Penalty: 4975.485840
	Iteration 64Q: 3 clusters Score -2665880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2665882.250000 Penalty: 4975.485840
	Iteration 65Q: 3 clusters Score -2665882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2665879.000000 Penalty: 4975.485840
	Iteration 66Q: 3 clusters Score -2665879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2665878.250000 Penalty: 4975.485840
	Iteration 67Q: 3 clusters Score -2665878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2665879.750000 Penalty: 4975.485840
	Iteration 68Q: 3 clusters Score -2665880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2665878.250000 Penalty: 4975.485840
	Iteration 69Q: 3 clusters Score -2665878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2665878.500000 Penalty: 4975.485840
	Iteration 70Q: 3 clusters Score -2665878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2665881.500000 Penalty: 4975.485840
	Iteration 71Q: 3 clusters Score -2665882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2665881.500000 Penalty: 4975.485840
	Iteration 72F: 3 clusters Score -2665882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -58679.093750 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -58679.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57142.164062 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -57142.16 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57286.464844 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -57286.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57353.402344 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -57353.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57380.949219 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -57380.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57388.847656 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -57388.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57390.480469 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -57390.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57390.480469 Penalty: 3112.281982
	Iteration 6F: 3 clusters Score -57390.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Entering Unmasked Estep 
Score: -502489.937500 Penalty: 2089.038330
	Iteration 0F: 2 clusters Score -502489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -498271.093750 Penalty: 4178.076660
	Iteration 0F: 3 clusters Score -498271.1 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -499309.187500 Penalty: 4178.076660
	Iteration 1F: 3 clusters Score -499309.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -499540.437500 Penalty: 4178.076660
	Iteration 2F: 3 clusters Score -499540.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -499770.437500 Penalty: 4178.076660
	Iteration 3F: 3 clusters Score -499770.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -500039.437500 Penalty: 4178.076660
	Iteration 4F: 3 clusters Score -500039.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -500316.656250 Penalty: 4178.076660
	Iteration 5F: 3 clusters Score -500316.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -500561.656250 Penalty: 4178.076660
	Iteration 6F: 3 clusters Score -500561.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -500739.812500 Penalty: 4178.076660
	Iteration 7Q: 3 clusters Score -500739.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -500891.125000 Penalty: 4178.076660
	Iteration 8Q: 3 clusters Score -500891.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -500973.562500 Penalty: 4178.076660
	Iteration 9Q: 3 clusters Score -500973.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -501044.156250 Penalty: 4178.076660
	Iteration 10Q: 3 clusters Score -501044.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -501111.437500 Penalty: 4178.076660
	Iteration 11Q: 3 clusters Score -501111.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -501170.718750 Penalty: 4178.076660
	Iteration 12Q: 3 clusters Score -501170.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -501207.437500 Penalty: 4178.076660
	Iteration 13Q: 3 clusters Score -501207.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -501227.375000 Penalty: 4178.076660
	Iteration 14Q: 3 clusters Score -501227.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -501246.656250 Penalty: 4178.076660
	Iteration 15Q: 3 clusters Score -501246.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -501259.593750 Penalty: 4178.076660
	Iteration 16Q: 3 clusters Score -501259.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -501273.250000 Penalty: 4178.076660
	Iteration 17Q: 3 clusters Score -501273.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -501282.906250 Penalty: 4178.076660
	Iteration 18Q: 3 clusters Score -501282.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -501292.000000 Penalty: 4178.076660
	Iteration 19Q: 3 clusters Score -501292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -501297.437500 Penalty: 4178.076660
	Iteration 20F: 3 clusters Score -501297.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -501299.906250 Penalty: 4178.076660
	Iteration 21Q: 3 clusters Score -501299.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -501299.906250 Penalty: 4178.076660
	Iteration 22F: 3 clusters Score -501299.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -677425.562500 Penalty: 2155.362549
	Iteration 0F: 2 clusters Score -677425.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -672266.312500 Penalty: 4310.725098
	Iteration 0F: 3 clusters Score -672266.3 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -673592.250000 Penalty: 4310.725098
	Iteration 1F: 3 clusters Score -673592.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -673815.250000 Penalty: 4310.725098
	Iteration 2F: 3 clusters Score -673815.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -673954.375000 Penalty: 4310.725098
	Iteration 3Q: 3 clusters Score -673954.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -674042.875000 Penalty: 4310.725098
	Iteration 4Q: 3 clusters Score -674042.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -674105.500000 Penalty: 4310.725098
	Iteration 5Q: 3 clusters Score -674105.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -674157.125000 Penalty: 4310.725098
	Iteration 6Q: 3 clusters Score -674157.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -674197.187500 Penalty: 4310.725098
	Iteration 7Q: 3 clusters Score -674197.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -674235.687500 Penalty: 4310.725098
	Iteration 8Q: 3 clusters Score -674235.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -674270.250000 Penalty: 4310.725098
	Iteration 9Q: 3 clusters Score -674270.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -674298.875000 Penalty: 4310.725098
	Iteration 10Q: 3 clusters Score -674298.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -674332.750000 Penalty: 4310.725098
	Iteration 11Q: 3 clusters Score -674332.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -674366.750000 Penalty: 4310.725098
	Iteration 12Q: 3 clusters Score -674366.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -674399.000000 Penalty: 4310.725098
	Iteration 13Q: 3 clusters Score -674399 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -674430.562500 Penalty: 4310.725098
	Iteration 14Q: 3 clusters Score -674430.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -674458.812500 Penalty: 4310.725098
	Iteration 15Q: 3 clusters Score -674458.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -674499.312500 Penalty: 4310.725098
	Iteration 16Q: 3 clusters Score -674499.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -674544.875000 Penalty: 4310.725098
	Iteration 17Q: 3 clusters Score -674544.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -674589.312500 Penalty: 4310.725098
	Iteration 18Q: 3 clusters Score -674589.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -674634.937500 Penalty: 4310.725098
	Iteration 19Q: 3 clusters Score -674634.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -674676.687500 Penalty: 4310.725098
	Iteration 20F: 3 clusters Score -674676.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -674718.750000 Penalty: 4310.725098
	Iteration 21Q: 3 clusters Score -674718.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -674767.062500 Penalty: 4310.725098
	Iteration 22Q: 3 clusters Score -674767.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -674828.562500 Penalty: 4310.725098
	Iteration 23Q: 3 clusters Score -674828.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -674885.875000 Penalty: 4310.725098
	Iteration 24Q: 3 clusters Score -674885.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -674943.687500 Penalty: 4310.725098
	Iteration 25Q: 3 clusters Score -674943.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -674995.812500 Penalty: 4310.725098
	Iteration 26Q: 3 clusters Score -674995.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -675052.437500 Penalty: 4310.725098
	Iteration 27Q: 3 clusters Score -675052.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -675110.187500 Penalty: 4310.725098
	Iteration 28Q: 3 clusters Score -675110.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -675173.062500 Penalty: 4310.725098
	Iteration 29Q: 3 clusters Score -675173.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -675236.437500 Penalty: 4310.725098
	Iteration 30Q: 3 clusters Score -675236.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -675282.312500 Penalty: 4310.725098
	Iteration 31Q: 3 clusters Score -675282.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -675325.062500 Penalty: 4310.725098
	Iteration 32Q: 3 clusters Score -675325.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -675364.187500 Penalty: 4310.725098
	Iteration 33Q: 3 clusters Score -675364.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -675388.687500 Penalty: 4310.725098
	Iteration 34Q: 3 clusters Score -675388.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -675408.000000 Penalty: 4310.725098
	Iteration 35Q: 3 clusters Score -675408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -675424.562500 Penalty: 4310.725098
	Iteration 36Q: 3 clusters Score -675424.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -675440.312500 Penalty: 4310.725098
	Iteration 37Q: 3 clusters Score -675440.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -675458.000000 Penalty: 4310.725098
	Iteration 38Q: 3 clusters Score -675458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -675470.187500 Penalty: 4310.725098
	Iteration 39Q: 3 clusters Score -675470.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -675485.250000 Penalty: 4310.725098
	Iteration 40F: 3 clusters Score -675485.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -675497.062500 Penalty: 4310.725098
	Iteration 41Q: 3 clusters Score -675497.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -675506.437500 Penalty: 4310.725098
	Iteration 42Q: 3 clusters Score -675506.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -675512.312500 Penalty: 4310.725098
	Iteration 43Q: 3 clusters Score -675512.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -675519.562500 Penalty: 4310.725098
	Iteration 44Q: 3 clusters Score -675519.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -675528.187500 Penalty: 4310.725098
	Iteration 45Q: 3 clusters Score -675528.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -675534.562500 Penalty: 4310.725098
	Iteration 46Q: 3 clusters Score -675534.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -675538.937500 Penalty: 4310.725098
	Iteration 47Q: 3 clusters Score -675538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -675546.125000 Penalty: 4310.725098
	Iteration 48Q: 3 clusters Score -675546.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -675548.625000 Penalty: 4310.725098
	Iteration 49Q: 3 clusters Score -675548.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -675551.500000 Penalty: 4310.725098
	Iteration 50Q: 3 clusters Score -675551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -675551.500000 Penalty: 4310.725098
	Iteration 51Q: 3 clusters Score -675551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -675552.125000 Penalty: 4310.725098
	Iteration 52Q: 3 clusters Score -675552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -675553.187500 Penalty: 4310.725098
	Iteration 53Q: 3 clusters Score -675553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -675554.250000 Penalty: 4310.725098
	Iteration 54Q: 3 clusters Score -675554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -675553.750000 Penalty: 4310.725098
	Iteration 55Q: 3 clusters Score -675553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -675553.750000 Penalty: 4310.725098
	Iteration 56F: 3 clusters Score -675553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (322038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322038 members 
Entering Unmasked Estep 
Score: -36898196.000000 Penalty: 3145.241211
	Iteration 0F: 2 clusters Score -3.68982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160931 members 
Mstep: Class 2 contains 161107 members 
Entering Unmasked Estep 
Score: -36711716.000000 Penalty: 6290.482422
	Iteration 0F: 3 clusters Score -3.671172e+07 nChanged 156183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157036 members 
Mstep: Class 2 contains 165002 members 
Entering Unmasked Estep 
Score: -36804568.000000 Penalty: 6290.482422
	Iteration 1F: 3 clusters Score -3.680457e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154769 members 
Mstep: Class 2 contains 167269 members 
Entering Unmasked Estep 
Score: -36805716.000000 Penalty: 6290.482422
	Iteration 2Q: 3 clusters Score -3.680572e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151148 members 
Mstep: Class 2 contains 170890 members 
Entering Unmasked Estep 
Score: -36807024.000000 Penalty: 6290.482422
	Iteration 3Q: 3 clusters Score -3.680702e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145585 members 
Mstep: Class 2 contains 176453 members 
Entering Unmasked Estep 
Score: -36808844.000000 Penalty: 6290.482422
	Iteration 4Q: 3 clusters Score -3.680884e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137049 members 
Mstep: Class 2 contains 184989 members 
Entering Unmasked Estep 
Score: -36811868.000000 Penalty: 6290.482422
	Iteration 5Q: 3 clusters Score -3.681187e+07 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124282 members 
Mstep: Class 2 contains 197756 members 
Entering Unmasked Estep 
Score: -36817444.000000 Penalty: 6290.482422
	Iteration 6Q: 3 clusters Score -3.681744e+07 nChanged 18660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Mstep: Class 2 contains 215956 members 
Entering Unmasked Estep 
Score: -36827228.000000 Penalty: 6290.482422
	Iteration 7F: 3 clusters Score -3.682723e+07 nChanged 24547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 240395 members 
Entering Unmasked Estep 
Score: -36844716.000000 Penalty: 6290.482422
	Iteration 8F: 3 clusters Score -3.684472e+07 nChanged 28506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 268877 members 
Entering Unmasked Estep 
Score: -36868888.000000 Penalty: 6290.482422
	Iteration 9F: 3 clusters Score -3.686889e+07 nChanged 25854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 294731 members 
Entering Unmasked Estep 
Score: -36892208.000000 Penalty: 6290.482422
	Iteration 10F: 3 clusters Score -3.689221e+07 nChanged 16233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 310962 members 
Entering Unmasked Estep 
Score: -36897028.000000 Penalty: 6290.482422
	Iteration 11F: 3 clusters Score -3.689703e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 317557 members 
Entering Unmasked Estep 
Score: -36896648.000000 Penalty: 6290.482422
	Iteration 12Q: 3 clusters Score -3.689665e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 319613 members 
Entering Unmasked Estep 
Score: -36896604.000000 Penalty: 6290.482422
	Iteration 13Q: 3 clusters Score -3.68966e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 320257 members 
Entering Unmasked Estep 
Score: -36896672.000000 Penalty: 6290.482422
	Iteration 14Q: 3 clusters Score -3.689667e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 320473 members 
Entering Unmasked Estep 
Score: -36896888.000000 Penalty: 6290.482422
	Iteration 15Q: 3 clusters Score -3.689689e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 320560 members 
Entering Unmasked Estep 
Score: -36896928.000000 Penalty: 6290.482422
	Iteration 16Q: 3 clusters Score -3.689693e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 320591 members 
Entering Unmasked Estep 
Score: -36897016.000000 Penalty: 6290.482422
	Iteration 17Q: 3 clusters Score -3.689702e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 320602 members 
Entering Unmasked Estep 
Score: -36897048.000000 Penalty: 6290.482422
	Iteration 18Q: 3 clusters Score -3.689705e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 320610 members 
Entering Unmasked Estep 
Score: -36897076.000000 Penalty: 6290.482422
	Iteration 19Q: 3 clusters Score -3.689708e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 320621 members 
Entering Unmasked Estep 
Score: -36897092.000000 Penalty: 6290.482422
	Iteration 20F: 3 clusters Score -3.689709e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 320627 members 
Entering Unmasked Estep 
Score: -36897068.000000 Penalty: 6290.482422
	Iteration 21Q: 3 clusters Score -3.689707e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 320631 members 
Entering Unmasked Estep 
Score: -36897048.000000 Penalty: 6290.482422
	Iteration 22Q: 3 clusters Score -3.689705e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 320639 members 
Entering Unmasked Estep 
Score: -36897044.000000 Penalty: 6290.482422
	Iteration 23Q: 3 clusters Score -3.689704e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 320643 members 
Entering Unmasked Estep 
Score: -36897028.000000 Penalty: 6290.482422
	Iteration 24Q: 3 clusters Score -3.689703e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 320647 members 
Entering Unmasked Estep 
Score: -36897016.000000 Penalty: 6290.482422
	Iteration 25Q: 3 clusters Score -3.689702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 320645 members 
Entering Unmasked Estep 
Score: -36897020.000000 Penalty: 6290.482422
	Iteration 26Q: 3 clusters Score -3.689702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 320647 members 
Entering Unmasked Estep 
Score: -36897060.000000 Penalty: 6290.482422
	Iteration 27Q: 3 clusters Score -3.689706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 320642 members 
Entering Unmasked Estep 
Score: -36897060.000000 Penalty: 6290.482422
	Iteration 28Q: 3 clusters Score -3.689706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 320641 members 
Entering Unmasked Estep 
Score: -36897064.000000 Penalty: 6290.482422
	Iteration 29Q: 3 clusters Score -3.689706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 320638 members 
Entering Unmasked Estep 
Score: -36897080.000000 Penalty: 6290.482422
	Iteration 30Q: 3 clusters Score -3.689708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 320635 members 
Entering Unmasked Estep 
Score: -36897060.000000 Penalty: 6290.482422
	Iteration 31Q: 3 clusters Score -3.689706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 320634 members 
Entering Unmasked Estep 
Score: -36897060.000000 Penalty: 6290.482422
	Iteration 32Q: 3 clusters Score -3.689706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 320635 members 
Entering Unmasked Estep 
Score: -36897052.000000 Penalty: 6290.482422
	Iteration 33Q: 3 clusters Score -3.689705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 320635 members 
Entering Unmasked Estep 
Score: -36897076.000000 Penalty: 6290.482422
	Iteration 34Q: 3 clusters Score -3.689708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 320634 members 
Entering Unmasked Estep 
Score: -36897072.000000 Penalty: 6290.482422
	Iteration 35Q: 3 clusters Score -3.689707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 320636 members 
Entering Unmasked Estep 
Score: -36897072.000000 Penalty: 6290.482422
	Iteration 36Q: 3 clusters Score -3.689707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 320637 members 
Entering Unmasked Estep 
Score: -36897092.000000 Penalty: 6290.482422
	Iteration 37Q: 3 clusters Score -3.689709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 320636 members 
Entering Unmasked Estep 
Score: -36897068.000000 Penalty: 6290.482422
	Iteration 38Q: 3 clusters Score -3.689707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 320638 members 
Entering Unmasked Estep 
Score: -36897064.000000 Penalty: 6290.482422
	Iteration 39Q: 3 clusters Score -3.689706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 320641 members 
Entering Unmasked Estep 
Score: -36897056.000000 Penalty: 6290.482422
	Iteration 40F: 3 clusters Score -3.689706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 320643 members 
Entering Unmasked Estep 
Score: -36897052.000000 Penalty: 6290.482422
	Iteration 41Q: 3 clusters Score -3.689705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 320643 members 
Entering Unmasked Estep 
Score: -36897052.000000 Penalty: 6290.482422
	Iteration 42Q: 3 clusters Score -3.689705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 320640 members 
Entering Unmasked Estep 
Score: -36897048.000000 Penalty: 6290.482422
	Iteration 43Q: 3 clusters Score -3.689705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 320639 members 
Entering Unmasked Estep 
Score: -36897056.000000 Penalty: 6290.482422
	Iteration 44Q: 3 clusters Score -3.689706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 320637 members 
Entering Unmasked Estep 
Score: -36897056.000000 Penalty: 6290.482422
	Iteration 45Q: 3 clusters Score -3.689706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 320637 members 
Entering Unmasked Estep 
Score: -36897040.000000 Penalty: 6290.482422
	Iteration 46Q: 3 clusters Score -3.689704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 320638 members 
Entering Unmasked Estep 
Score: -36897028.000000 Penalty: 6290.482422
	Iteration 47Q: 3 clusters Score -3.689703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 320636 members 
Entering Unmasked Estep 
Score: -36897032.000000 Penalty: 6290.482422
	Iteration 48Q: 3 clusters Score -3.689703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 320636 members 
Entering Unmasked Estep 
Score: -36897032.000000 Penalty: 6290.482422
	Iteration 49F: 3 clusters Score -3.689703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -298290.500000 Penalty: 1947.790283
	Iteration 0F: 2 clusters Score -298290.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -295271.062500 Penalty: 3895.580566
	Iteration 0F: 3 clusters Score -295271.1 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -295852.468750 Penalty: 3895.580566
	Iteration 1F: 3 clusters Score -295852.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -295995.375000 Penalty: 3895.580566
	Iteration 2F: 3 clusters Score -295995.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -296054.968750 Penalty: 3895.580566
	Iteration 3Q: 3 clusters Score -296055 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -296093.781250 Penalty: 3895.580566
	Iteration 4Q: 3 clusters Score -296093.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -296116.968750 Penalty: 3895.580566
	Iteration 5Q: 3 clusters Score -296117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -296130.781250 Penalty: 3895.580566
	Iteration 6Q: 3 clusters Score -296130.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -296140.843750 Penalty: 3895.580566
	Iteration 7Q: 3 clusters Score -296140.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -296149.187500 Penalty: 3895.580566
	Iteration 8Q: 3 clusters Score -296149.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -296157.812500 Penalty: 3895.580566
	Iteration 9Q: 3 clusters Score -296157.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -296162.781250 Penalty: 3895.580566
	Iteration 10Q: 3 clusters Score -296162.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -296166.312500 Penalty: 3895.580566
	Iteration 11Q: 3 clusters Score -296166.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -296168.656250 Penalty: 3895.580566
	Iteration 12Q: 3 clusters Score -296168.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -296169.218750 Penalty: 3895.580566
	Iteration 13Q: 3 clusters Score -296169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -296171.125000 Penalty: 3895.580566
	Iteration 14Q: 3 clusters Score -296171.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -296173.187500 Penalty: 3895.580566
	Iteration 15Q: 3 clusters Score -296173.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -296176.593750 Penalty: 3895.580566
	Iteration 16Q: 3 clusters Score -296176.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -296187.156250 Penalty: 3895.580566
	Iteration 17Q: 3 clusters Score -296187.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -296193.500000 Penalty: 3895.580566
	Iteration 18Q: 3 clusters Score -296193.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -296201.343750 Penalty: 3895.580566
	Iteration 19Q: 3 clusters Score -296201.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -296211.312500 Penalty: 3895.580566
	Iteration 20F: 3 clusters Score -296211.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -296218.625000 Penalty: 3895.580566
	Iteration 21Q: 3 clusters Score -296218.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -296223.343750 Penalty: 3895.580566
	Iteration 22Q: 3 clusters Score -296223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -296229.125000 Penalty: 3895.580566
	Iteration 23Q: 3 clusters Score -296229.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -296234.500000 Penalty: 3895.580566
	Iteration 24Q: 3 clusters Score -296234.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -296238.937500 Penalty: 3895.580566
	Iteration 25Q: 3 clusters Score -296238.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -296241.375000 Penalty: 3895.580566
	Iteration 26Q: 3 clusters Score -296241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -296245.312500 Penalty: 3895.580566
	Iteration 27Q: 3 clusters Score -296245.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -296249.968750 Penalty: 3895.580566
	Iteration 28Q: 3 clusters Score -296250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -296255.468750 Penalty: 3895.580566
	Iteration 29Q: 3 clusters Score -296255.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -296258.218750 Penalty: 3895.580566
	Iteration 30Q: 3 clusters Score -296258.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -296261.406250 Penalty: 3895.580566
	Iteration 31Q: 3 clusters Score -296261.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -296263.062500 Penalty: 3895.580566
	Iteration 32Q: 3 clusters Score -296263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -296264.906250 Penalty: 3895.580566
	Iteration 33Q: 3 clusters Score -296264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -296265.343750 Penalty: 3895.580566
	Iteration 34Q: 3 clusters Score -296265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -296266.000000 Penalty: 3895.580566
	Iteration 35Q: 3 clusters Score -296266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -296266.093750 Penalty: 3895.580566
	Iteration 36Q: 3 clusters Score -296266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -296267.000000 Penalty: 3895.580566
	Iteration 37Q: 3 clusters Score -296267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -296266.937500 Penalty: 3895.580566
	Iteration 38Q: 3 clusters Score -296266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -296268.187500 Penalty: 3895.580566
	Iteration 39Q: 3 clusters Score -296268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -296269.625000 Penalty: 3895.580566
	Iteration 40F: 3 clusters Score -296269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -296270.406250 Penalty: 3895.580566
	Iteration 41Q: 3 clusters Score -296270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -296270.718750 Penalty: 3895.580566
	Iteration 42Q: 3 clusters Score -296270.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -296270.718750 Penalty: 3895.580566
	Iteration 43F: 3 clusters Score -296270.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -25029.611328 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -25029.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23728.654297 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -23728.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23820.128906 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -23820.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23879.636719 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -23879.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23924.955078 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -23924.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23963.910156 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -23963.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23975.974609 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -23975.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24011.876953 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -24011.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24027.406250 Penalty: 2803.634521
	Iteration 7Q: 3 clusters Score -24027.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24034.984375 Penalty: 2803.634521
	Iteration 8Q: 3 clusters Score -24034.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24034.984375 Penalty: 2803.634521
	Iteration 9F: 3 clusters Score -24034.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -87110.335938 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -87110.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -85333.414062 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -85333.41 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -85733.507812 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -85733.51 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -86062.351562 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -86062.35 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -86561.750000 Penalty: 3352.014893
	Iteration 3F: 3 clusters Score -86561.75 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -87709.335938 Penalty: 3352.014893
	Iteration 4F: 3 clusters Score -87709.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -88072.664062 Penalty: 3352.014893
	Iteration 5F: 3 clusters Score -88072.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -88255.148438 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -88255.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -88261.796875 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -88261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -88261.796875 Penalty: 3352.014893
	Iteration 8F: 3 clusters Score -88261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 29145 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22725 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322038 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 222 members 
Mstep: Class 24 contains 70032 members 
Mstep: Class 25 contains 346 members 
Mstep: Class 26 contains 161930 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
Score: -92677088.000000 Penalty: 91179.304688
Splitting cluster 23 changes total score from -92673184.000000 to -92677088.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 24 (70032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Entering Unmasked Estep 
Score: -8164643.500000 Penalty: 2766.863525
	Iteration 0F: 2 clusters Score -8164644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -8117759.500000 Penalty: 5533.727051
	Iteration 0F: 3 clusters Score -8117760 nChanged 32841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -8136369.000000 Penalty: 5533.727051
	Iteration 1F: 3 clusters Score -8136369 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -8137163.000000 Penalty: 5533.727051
	Iteration 2Q: 3 clusters Score -8137163 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -8138102.000000 Penalty: 5533.727051
	Iteration 3Q: 3 clusters Score -8138102 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -8139036.500000 Penalty: 5533.727051
	Iteration 4Q: 3 clusters Score -8139036 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -8140202.500000 Penalty: 5533.727051
	Iteration 5Q: 3 clusters Score -8140202 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -8141661.500000 Penalty: 5533.727051
	Iteration 6Q: 3 clusters Score -8141662 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -8143657.500000 Penalty: 5533.727051
	Iteration 7Q: 3 clusters Score -8143658 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -8146416.500000 Penalty: 5533.727051
	Iteration 8F: 3 clusters Score -8146416 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -8149494.000000 Penalty: 5533.727051
	Iteration 9F: 3 clusters Score -8149494 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -8151844.500000 Penalty: 5533.727051
	Iteration 10F: 3 clusters Score -8151844 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -8152981.000000 Penalty: 5533.727051
	Iteration 11Q: 3 clusters Score -8152981 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -8153591.500000 Penalty: 5533.727051
	Iteration 12Q: 3 clusters Score -8153592 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -8154022.500000 Penalty: 5533.727051
	Iteration 13Q: 3 clusters Score -8154022 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -8154548.500000 Penalty: 5533.727051
	Iteration 14Q: 3 clusters Score -8154548 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -8155176.000000 Penalty: 5533.727051
	Iteration 15Q: 3 clusters Score -8155176 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -8155850.500000 Penalty: 5533.727051
	Iteration 16Q: 3 clusters Score -8155850 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -8156574.500000 Penalty: 5533.727051
	Iteration 17Q: 3 clusters Score -8156574 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -8157196.000000 Penalty: 5533.727051
	Iteration 18Q: 3 clusters Score -8157196 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -8157774.500000 Penalty: 5533.727051
	Iteration 19Q: 3 clusters Score -8157774 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -8158191.500000 Penalty: 5533.727051
	Iteration 20F: 3 clusters Score -8158192 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -8158505.500000 Penalty: 5533.727051
	Iteration 21Q: 3 clusters Score -8158506 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -8158744.000000 Penalty: 5533.727051
	Iteration 22Q: 3 clusters Score -8158744 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -8158894.000000 Penalty: 5533.727051
	Iteration 23Q: 3 clusters Score -8158894 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -8158984.000000 Penalty: 5533.727051
	Iteration 24Q: 3 clusters Score -8158984 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -8159092.000000 Penalty: 5533.727051
	Iteration 25Q: 3 clusters Score -8159092 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -8159199.000000 Penalty: 5533.727051
	Iteration 26Q: 3 clusters Score -8159199 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -8159270.000000 Penalty: 5533.727051
	Iteration 27Q: 3 clusters Score -8159270 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -8159423.500000 Penalty: 5533.727051
	Iteration 28Q: 3 clusters Score -8159424 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -8159529.000000 Penalty: 5533.727051
	Iteration 29Q: 3 clusters Score -8159529 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -8159613.500000 Penalty: 5533.727051
	Iteration 30Q: 3 clusters Score -8159614 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -8159670.000000 Penalty: 5533.727051
	Iteration 31Q: 3 clusters Score -8159670 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -8159741.500000 Penalty: 5533.727051
	Iteration 32Q: 3 clusters Score -8159742 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -8159806.500000 Penalty: 5533.727051
	Iteration 33Q: 3 clusters Score -8159806 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57320 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -8159878.500000 Penalty: 5533.727051
	Iteration 34Q: 3 clusters Score -8159878 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -8159920.500000 Penalty: 5533.727051
	Iteration 35Q: 3 clusters Score -8159920 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -8160002.500000 Penalty: 5533.727051
	Iteration 36Q: 3 clusters Score -8160002 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -8160074.500000 Penalty: 5533.727051
	Iteration 37Q: 3 clusters Score -8160074 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -8160128.000000 Penalty: 5533.727051
	Iteration 38Q: 3 clusters Score -8160128 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -8160210.500000 Penalty: 5533.727051
	Iteration 39Q: 3 clusters Score -8160210 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -8160282.500000 Penalty: 5533.727051
	Iteration 40F: 3 clusters Score -8160282 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -8160344.500000 Penalty: 5533.727051
	Iteration 41Q: 3 clusters Score -8160344 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -8160438.000000 Penalty: 5533.727051
	Iteration 42Q: 3 clusters Score -8160438 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -8160516.500000 Penalty: 5533.727051
	Iteration 43Q: 3 clusters Score -8160516 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -8160569.500000 Penalty: 5533.727051
	Iteration 44Q: 3 clusters Score -8160570 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -8160634.000000 Penalty: 5533.727051
	Iteration 45Q: 3 clusters Score -8160634 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -8160719.000000 Penalty: 5533.727051
	Iteration 46Q: 3 clusters Score -8160719 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -8160752.500000 Penalty: 5533.727051
	Iteration 47Q: 3 clusters Score -8160752 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -8160799.500000 Penalty: 5533.727051
	Iteration 48Q: 3 clusters Score -8160800 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -8160901.500000 Penalty: 5533.727051
	Iteration 49Q: 3 clusters Score -8160902 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -8160938.500000 Penalty: 5533.727051
	Iteration 50Q: 3 clusters Score -8160938 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -8160982.500000 Penalty: 5533.727051
	Iteration 51Q: 3 clusters Score -8160982 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -8161072.000000 Penalty: 5533.727051
	Iteration 52Q: 3 clusters Score -8161072 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -8161145.500000 Penalty: 5533.727051
	Iteration 53Q: 3 clusters Score -8161146 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -8161219.500000 Penalty: 5533.727051
	Iteration 54Q: 3 clusters Score -8161220 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -8161338.000000 Penalty: 5533.727051
	Iteration 55Q: 3 clusters Score -8161338 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -8161402.000000 Penalty: 5533.727051
	Iteration 56Q: 3 clusters Score -8161402 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -8161466.500000 Penalty: 5533.727051
	Iteration 57Q: 3 clusters Score -8161466 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -8161499.000000 Penalty: 5533.727051
	Iteration 58Q: 3 clusters Score -8161499 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -8161553.000000 Penalty: 5533.727051
	Iteration 59Q: 3 clusters Score -8161553 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -8161613.000000 Penalty: 5533.727051
	Iteration 60F: 3 clusters Score -8161613 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -8161652.500000 Penalty: 5533.727051
	Iteration 61Q: 3 clusters Score -8161652 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -8161691.000000 Penalty: 5533.727051
	Iteration 62Q: 3 clusters Score -8161691 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -8161725.000000 Penalty: 5533.727051
	Iteration 63Q: 3 clusters Score -8161725 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -8161763.500000 Penalty: 5533.727051
	Iteration 64Q: 3 clusters Score -8161764 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -8161794.000000 Penalty: 5533.727051
	Iteration 65Q: 3 clusters Score -8161794 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -8161823.500000 Penalty: 5533.727051
	Iteration 66Q: 3 clusters Score -8161824 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -8161868.000000 Penalty: 5533.727051
	Iteration 67Q: 3 clusters Score -8161868 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -8161888.000000 Penalty: 5533.727051
	Iteration 68Q: 3 clusters Score -8161888 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -8161912.000000 Penalty: 5533.727051
	Iteration 69Q: 3 clusters Score -8161912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -8161931.500000 Penalty: 5533.727051
	Iteration 70Q: 3 clusters Score -8161932 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -8161955.000000 Penalty: 5533.727051
	Iteration 71Q: 3 clusters Score -8161955 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -8161978.000000 Penalty: 5533.727051
	Iteration 72Q: 3 clusters Score -8161978 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -8162015.000000 Penalty: 5533.727051
	Iteration 73Q: 3 clusters Score -8162015 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -8162034.500000 Penalty: 5533.727051
	Iteration 74Q: 3 clusters Score -8162034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8162034.500000 Penalty: 5533.727051
	Iteration 75Q: 3 clusters Score -8162034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -8162072.500000 Penalty: 5533.727051
	Iteration 76Q: 3 clusters Score -8162072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -8162093.000000 Penalty: 5533.727051
	Iteration 77Q: 3 clusters Score -8162093 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8162107.500000 Penalty: 5533.727051
	Iteration 78Q: 3 clusters Score -8162108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -8162121.000000 Penalty: 5533.727051
	Iteration 79Q: 3 clusters Score -8162121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8162149.500000 Penalty: 5533.727051
	Iteration 80F: 3 clusters Score -8162150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8162161.500000 Penalty: 5533.727051
	Iteration 81Q: 3 clusters Score -8162162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8162167.000000 Penalty: 5533.727051
	Iteration 82Q: 3 clusters Score -8162167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8162168.500000 Penalty: 5533.727051
	Iteration 83Q: 3 clusters Score -8162168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8162170.000000 Penalty: 5533.727051
	Iteration 84Q: 3 clusters Score -8162170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8162178.000000 Penalty: 5533.727051
	Iteration 85Q: 3 clusters Score -8162178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8162197.000000 Penalty: 5533.727051
	Iteration 86Q: 3 clusters Score -8162197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8162196.500000 Penalty: 5533.727051
	Iteration 87Q: 3 clusters Score -8162196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8162203.500000 Penalty: 5533.727051
	Iteration 88Q: 3 clusters Score -8162204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8162209.000000 Penalty: 5533.727051
	Iteration 89Q: 3 clusters Score -8162209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8162207.500000 Penalty: 5533.727051
	Iteration 90Q: 3 clusters Score -8162208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8162220.500000 Penalty: 5533.727051
	Iteration 91Q: 3 clusters Score -8162220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8162234.500000 Penalty: 5533.727051
	Iteration 92Q: 3 clusters Score -8162234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8162233.500000 Penalty: 5533.727051
	Iteration 93Q: 3 clusters Score -8162234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8162232.000000 Penalty: 5533.727051
	Iteration 94Q: 3 clusters Score -8162232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8162229.500000 Penalty: 5533.727051
	Iteration 95Q: 3 clusters Score -8162230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8162235.000000 Penalty: 5533.727051
	Iteration 96Q: 3 clusters Score -8162235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8162232.000000 Penalty: 5533.727051
	Iteration 97Q: 3 clusters Score -8162232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8162231.500000 Penalty: 5533.727051
	Iteration 98Q: 3 clusters Score -8162232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8162231.500000 Penalty: 5533.727051
	Iteration 99Q: 3 clusters Score -8162232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8162250.000000 Penalty: 5533.727051
	Iteration 100F: 3 clusters Score -8162250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8162245.000000 Penalty: 5533.727051
	Iteration 101Q: 3 clusters Score -8162245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8162249.000000 Penalty: 5533.727051
	Iteration 102Q: 3 clusters Score -8162249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8162259.500000 Penalty: 5533.727051
	Iteration 103Q: 3 clusters Score -8162260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8162261.000000 Penalty: 5533.727051
	Iteration 104Q: 3 clusters Score -8162261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8162254.500000 Penalty: 5533.727051
	Iteration 105Q: 3 clusters Score -8162254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8162258.000000 Penalty: 5533.727051
	Iteration 106Q: 3 clusters Score -8162258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8162269.500000 Penalty: 5533.727051
	Iteration 107Q: 3 clusters Score -8162270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8162274.500000 Penalty: 5533.727051
	Iteration 108Q: 3 clusters Score -8162274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8162299.000000 Penalty: 5533.727051
	Iteration 109Q: 3 clusters Score -8162299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68345 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8162304.500000 Penalty: 5533.727051
	Iteration 110Q: 3 clusters Score -8162304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8162308.000000 Penalty: 5533.727051
	Iteration 111Q: 3 clusters Score -8162308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8162319.500000 Penalty: 5533.727051
	Iteration 112Q: 3 clusters Score -8162320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8162316.500000 Penalty: 5533.727051
	Iteration 113Q: 3 clusters Score -8162316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8162315.500000 Penalty: 5533.727051
	Iteration 114Q: 3 clusters Score -8162316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8162325.000000 Penalty: 5533.727051
	Iteration 115Q: 3 clusters Score -8162325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8162320.000000 Penalty: 5533.727051
	Iteration 116Q: 3 clusters Score -8162320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8162319.000000 Penalty: 5533.727051
	Iteration 117Q: 3 clusters Score -8162319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8162316.500000 Penalty: 5533.727051
	Iteration 118Q: 3 clusters Score -8162316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8162318.500000 Penalty: 5533.727051
	Iteration 119Q: 3 clusters Score -8162318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8162314.000000 Penalty: 5533.727051
	Iteration 120F: 3 clusters Score -8162314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8162317.000000 Penalty: 5533.727051
	Iteration 121Q: 3 clusters Score -8162317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68429 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8162311.500000 Penalty: 5533.727051
	Iteration 122Q: 3 clusters Score -8162312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68432 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8162317.500000 Penalty: 5533.727051
	Iteration 123Q: 3 clusters Score -8162318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8162317.500000 Penalty: 5533.727051
	Iteration 124Q: 3 clusters Score -8162318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8162323.000000 Penalty: 5533.727051
	Iteration 125Q: 3 clusters Score -8162323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8162328.500000 Penalty: 5533.727051
	Iteration 126Q: 3 clusters Score -8162328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8162325.500000 Penalty: 5533.727051
	Iteration 127Q: 3 clusters Score -8162326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8162327.500000 Penalty: 5533.727051
	Iteration 128Q: 3 clusters Score -8162328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8162330.500000 Penalty: 5533.727051
	Iteration 129Q: 3 clusters Score -8162330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8162329.500000 Penalty: 5533.727051
	Iteration 130Q: 3 clusters Score -8162330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8162335.500000 Penalty: 5533.727051
	Iteration 131Q: 3 clusters Score -8162336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8162337.000000 Penalty: 5533.727051
	Iteration 132Q: 3 clusters Score -8162337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68487 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8162330.500000 Penalty: 5533.727051
	Iteration 133Q: 3 clusters Score -8162330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8162334.500000 Penalty: 5533.727051
	Iteration 134Q: 3 clusters Score -8162334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8162337.000000 Penalty: 5533.727051
	Iteration 135Q: 3 clusters Score -8162337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8162337.500000 Penalty: 5533.727051
	Iteration 136Q: 3 clusters Score -8162338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8162346.000000 Penalty: 5533.727051
	Iteration 137Q: 3 clusters Score -8162346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8162339.500000 Penalty: 5533.727051
	Iteration 138Q: 3 clusters Score -8162340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8162343.500000 Penalty: 5533.727051
	Iteration 139Q: 3 clusters Score -8162344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8162350.000000 Penalty: 5533.727051
	Iteration 140F: 3 clusters Score -8162350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68530 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8162345.000000 Penalty: 5533.727051
	Iteration 141Q: 3 clusters Score -8162345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8162349.000000 Penalty: 5533.727051
	Iteration 142Q: 3 clusters Score -8162349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8162349.500000 Penalty: 5533.727051
	Iteration 143Q: 3 clusters Score -8162350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8162352.000000 Penalty: 5533.727051
	Iteration 144Q: 3 clusters Score -8162352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8162348.000000 Penalty: 5533.727051
	Iteration 145Q: 3 clusters Score -8162348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8162351.000000 Penalty: 5533.727051
	Iteration 146Q: 3 clusters Score -8162351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8162356.000000 Penalty: 5533.727051
	Iteration 147Q: 3 clusters Score -8162356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8162357.000000 Penalty: 5533.727051
	Iteration 148Q: 3 clusters Score -8162357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8162359.500000 Penalty: 5533.727051
	Iteration 149Q: 3 clusters Score -8162360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8162361.500000 Penalty: 5533.727051
	Iteration 150Q: 3 clusters Score -8162362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8162367.500000 Penalty: 5533.727051
	Iteration 151Q: 3 clusters Score -8162368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8162366.500000 Penalty: 5533.727051
	Iteration 152Q: 3 clusters Score -8162366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8162366.500000 Penalty: 5533.727051
	Iteration 153Q: 3 clusters Score -8162366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8162367.000000 Penalty: 5533.727051
	Iteration 154Q: 3 clusters Score -8162367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8162368.500000 Penalty: 5533.727051
	Iteration 155Q: 3 clusters Score -8162368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8162367.000000 Penalty: 5533.727051
	Iteration 156Q: 3 clusters Score -8162367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8162371.000000 Penalty: 5533.727051
	Iteration 157Q: 3 clusters Score -8162371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8162373.000000 Penalty: 5533.727051
	Iteration 158Q: 3 clusters Score -8162373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8162373.000000 Penalty: 5533.727051
	Iteration 159F: 3 clusters Score -8162373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -35845.656250 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -35845.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34487.562500 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -34487.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34628.226562 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -34628.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34659.222656 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -34659.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34673.695312 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -34673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34677.601562 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -34677.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34686.386719 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -34686.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34694.148438 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -34694.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34698.058594 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -34698.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34698.058594 Penalty: 2899.833740
	Iteration 8F: 3 clusters Score -34698.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 29145 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 65695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15100 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 22725 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 322038 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 222 members 
Mstep: Class 24 contains 70032 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680920.000000 Penalty: 91179.304688
Iteration 159Q: 28 clusters Score -9.268092e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 30088 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 65907 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 15297 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 10 contains 40672 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6662 members 
Mstep: Class 16 contains 22905 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5954 members 
Mstep: Class 20 contains 324579 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 221 members 
Mstep: Class 24 contains 70935 members 
Mstep: Class 25 contains 346 members 
Mstep: Class 26 contains 156215 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681088.000000 Penalty: 91179.304688
Iteration 160F: 28 clusters Score -9.268109e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 30684 members 
Mstep: Class 3 contains 1765 members 
Mstep: Class 4 contains 65926 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2048 members 
Mstep: Class 8 contains 15365 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 40876 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42920 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 22869 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5913 members 
Mstep: Class 20 contains 323167 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 222 members 
Mstep: Class 24 contains 71261 members 
Mstep: Class 25 contains 345 members 
Mstep: Class 26 contains 156432 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92684912.000000 Penalty: 91179.304688
Iteration 161Q: 28 clusters Score -9.268491e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 31180 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 65923 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 765 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 15425 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 41081 members 
Mstep: Class 11 contains 2762 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42917 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6687 members 
Mstep: Class 16 contains 22886 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4555 members 
Mstep: Class 19 contains 5890 members 
Mstep: Class 20 contains 322562 members 
Mstep: Class 21 contains 2614 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 71505 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 156047 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686968.000000 Penalty: 91179.304688
Iteration 162Q: 28 clusters Score -9.268697e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 31582 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 65916 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 15465 members 
Mstep: Class 9 contains 5595 members 
Mstep: Class 10 contains 41257 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 42881 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 22889 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4557 members 
Mstep: Class 19 contains 5868 members 
Mstep: Class 20 contains 322273 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 71737 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 155538 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688208.000000 Penalty: 91179.304688
Iteration 163Q: 28 clusters Score -9.268821e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 31948 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 65925 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 15493 members 
Mstep: Class 9 contains 5613 members 
Mstep: Class 10 contains 41431 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 42836 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6700 members 
Mstep: Class 16 contains 22911 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4562 members 
Mstep: Class 19 contains 5861 members 
Mstep: Class 20 contains 322101 members 
Mstep: Class 21 contains 2620 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 71941 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 154914 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689088.000000 Penalty: 91179.304688
Iteration 164Q: 28 clusters Score -9.268909e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 32270 members 
Mstep: Class 3 contains 1765 members 
Mstep: Class 4 contains 65950 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 765 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 15503 members 
Mstep: Class 9 contains 5627 members 
Mstep: Class 10 contains 41606 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 42796 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6695 members 
Mstep: Class 16 contains 22934 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4562 members 
Mstep: Class 19 contains 5855 members 
Mstep: Class 20 contains 322025 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 72100 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 154310 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689832.000000 Penalty: 91179.304688
Iteration 165Q: 28 clusters Score -9.268983e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 32532 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 65946 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 764 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 15513 members 
Mstep: Class 9 contains 5635 members 
Mstep: Class 10 contains 41756 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 42760 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 22949 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4562 members 
Mstep: Class 19 contains 5853 members 
Mstep: Class 20 contains 321995 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 72301 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 153741 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92690528.000000 Penalty: 91179.304688
Iteration 166Q: 28 clusters Score -9.269053e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 32789 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 65964 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 765 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 15513 members 
Mstep: Class 9 contains 5639 members 
Mstep: Class 10 contains 41887 members 
Mstep: Class 11 contains 2746 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 42738 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 22961 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4560 members 
Mstep: Class 19 contains 5845 members 
Mstep: Class 20 contains 321977 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 72481 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 153190 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92690696.000000 Penalty: 91179.304688
Iteration 167Q: 28 clusters Score -9.26907e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 32990 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 65978 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 766 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 15531 members 
Mstep: Class 9 contains 5647 members 
Mstep: Class 10 contains 42004 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 42712 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6674 members 
Mstep: Class 16 contains 22968 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4561 members 
Mstep: Class 19 contains 5845 members 
Mstep: Class 20 contains 322012 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 72634 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 152676 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92690904.000000 Penalty: 91179.304688
Iteration 168Q: 28 clusters Score -9.26909e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 33157 members 
Mstep: Class 3 contains 1761 members 
Mstep: Class 4 contains 65985 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 765 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 42126 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 42689 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6672 members 
Mstep: Class 16 contains 22978 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4561 members 
Mstep: Class 19 contains 5841 members 
Mstep: Class 20 contains 322053 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 72774 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 152199 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92691088.000000 Penalty: 91179.304688
Iteration 169Q: 28 clusters Score -9.269109e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 33309 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 65995 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 764 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 15560 members 
Mstep: Class 9 contains 5664 members 
Mstep: Class 10 contains 42255 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42668 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6663 members 
Mstep: Class 16 contains 22989 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4564 members 
Mstep: Class 19 contains 5841 members 
Mstep: Class 20 contains 322060 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 72897 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 151780 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92691272.000000 Penalty: 91179.304688
Iteration 170Q: 28 clusters Score -9.269127e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 33460 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 66008 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 15567 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 42361 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42657 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6657 members 
Mstep: Class 16 contains 23002 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5836 members 
Mstep: Class 20 contains 322020 members 
Mstep: Class 21 contains 2622 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 73017 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 151421 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92691496.000000 Penalty: 91179.304688
Iteration 171Q: 28 clusters Score -9.26915e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 33589 members 
Mstep: Class 3 contains 1765 members 
Mstep: Class 4 contains 66024 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 15569 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 42464 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42634 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6656 members 
Mstep: Class 16 contains 23013 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 322060 members 
Mstep: Class 21 contains 2620 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 73114 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 151048 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92691696.000000 Penalty: 91179.304688
Iteration 172Q: 28 clusters Score -9.26917e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 33721 members 
Mstep: Class 3 contains 1765 members 
Mstep: Class 4 contains 66040 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 15580 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 42532 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42616 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6657 members 
Mstep: Class 16 contains 23027 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5829 members 
Mstep: Class 20 contains 322099 members 
Mstep: Class 21 contains 2622 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 73209 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 150688 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92691632.000000 Penalty: 91179.304688
Iteration 173Q: 28 clusters Score -9.269163e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 33822 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 66052 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 15590 members 
Mstep: Class 9 contains 5690 members 
Mstep: Class 10 contains 42601 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42606 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6657 members 
Mstep: Class 16 contains 23040 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5829 members 
Mstep: Class 20 contains 322119 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 73288 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 150381 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92691624.000000 Penalty: 91179.304688
Iteration 174Q: 28 clusters Score -9.269162e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 33910 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 66059 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 15601 members 
Mstep: Class 9 contains 5695 members 
Mstep: Class 10 contains 42655 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42598 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6657 members 
Mstep: Class 16 contains 23052 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5829 members 
Mstep: Class 20 contains 322102 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 73363 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 150150 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92691672.000000 Penalty: 91179.304688
Iteration 175Q: 28 clusters Score -9.269167e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 33989 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 66059 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 15615 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 42710 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42588 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6651 members 
Mstep: Class 16 contains 23061 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5827 members 
Mstep: Class 20 contains 322086 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 73453 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 149932 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92691824.000000 Penalty: 91179.304688
Iteration 176Q: 28 clusters Score -9.269182e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34061 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 66063 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 15619 members 
Mstep: Class 9 contains 5687 members 
Mstep: Class 10 contains 42765 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42586 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6648 members 
Mstep: Class 16 contains 23074 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5825 members 
Mstep: Class 20 contains 322075 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 73531 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 149732 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692088.000000 Penalty: 91179.304688
Iteration 177Q: 28 clusters Score -9.269209e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 34125 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 66067 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 15625 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 42817 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42577 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6649 members 
Mstep: Class 16 contains 23074 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5823 members 
Mstep: Class 20 contains 322078 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 73600 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 149556 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692152.000000 Penalty: 91179.304688
Iteration 178Q: 28 clusters Score -9.269215e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 34185 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 66065 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2056 members 
Mstep: Class 8 contains 15628 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 42855 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42564 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6649 members 
Mstep: Class 16 contains 23073 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5821 members 
Mstep: Class 20 contains 322073 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 73664 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 149411 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692128.000000 Penalty: 91179.304688
Iteration 179Q: 28 clusters Score -9.269213e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34232 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 66068 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2057 members 
Mstep: Class 8 contains 15633 members 
Mstep: Class 9 contains 5682 members 
Mstep: Class 10 contains 42896 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42559 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6650 members 
Mstep: Class 16 contains 23074 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 322035 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 73727 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 149288 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692256.000000 Penalty: 91179.304688
Iteration 180F: 28 clusters Score -9.269226e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 34283 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 66075 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 15642 members 
Mstep: Class 9 contains 5682 members 
Mstep: Class 10 contains 42917 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42558 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6649 members 
Mstep: Class 16 contains 23074 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5819 members 
Mstep: Class 20 contains 322014 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 73768 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 149185 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692296.000000 Penalty: 91179.304688
Iteration 181Q: 28 clusters Score -9.26923e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 34323 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 66081 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 15652 members 
Mstep: Class 9 contains 5693 members 
Mstep: Class 10 contains 42912 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42557 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6649 members 
Mstep: Class 16 contains 23077 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5818 members 
Mstep: Class 20 contains 321995 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 225 members 
Mstep: Class 24 contains 73797 members 
Mstep: Class 25 contains 342 members 
Mstep: Class 26 contains 149108 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692368.000000 Penalty: 91179.304688
Iteration 182Q: 28 clusters Score -9.269237e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 34363 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 66082 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 15658 members 
Mstep: Class 9 contains 5701 members 
Mstep: Class 10 contains 42925 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42554 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6645 members 
Mstep: Class 16 contains 23088 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5817 members 
Mstep: Class 20 contains 321972 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 73827 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 149029 members 
Mstep: Class 27 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692456.000000 Penalty: 91179.304688
Iteration 183Q: 28 clusters Score -9.269246e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34392 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 66082 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 15665 members 
Mstep: Class 9 contains 5717 members 
Mstep: Class 10 contains 42936 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42552 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6644 members 
Mstep: Class 16 contains 23087 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5816 members 
Mstep: Class 20 contains 321947 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 73869 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 148955 members 
Mstep: Class 27 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692496.000000 Penalty: 91179.304688
Iteration 184Q: 28 clusters Score -9.26925e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 34426 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 66085 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 15671 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 42950 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42550 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6640 members 
Mstep: Class 16 contains 23089 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5809 members 
Mstep: Class 20 contains 321931 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 230 members 
Mstep: Class 24 contains 73901 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 148885 members 
Mstep: Class 27 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692896.000000 Penalty: 91179.304688
Iteration 185Q: 28 clusters Score -9.26929e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 34449 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 66085 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 15678 members 
Mstep: Class 9 contains 5743 members 
Mstep: Class 10 contains 42963 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42546 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6637 members 
Mstep: Class 16 contains 23093 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 321904 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 73940 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 148812 members 
Mstep: Class 27 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693400.000000 Penalty: 91179.304688
Iteration 186Q: 28 clusters Score -9.26934e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 34456 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 66085 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 15678 members 
Mstep: Class 9 contains 5761 members 
Mstep: Class 10 contains 42976 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42544 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6640 members 
Mstep: Class 16 contains 23092 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 321898 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 73969 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 148749 members 
Mstep: Class 27 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693424.000000 Penalty: 91179.304688
Iteration 187Q: 28 clusters Score -9.269342e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 34470 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 66083 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 15685 members 
Mstep: Class 9 contains 5770 members 
Mstep: Class 10 contains 42987 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 42541 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6639 members 
Mstep: Class 16 contains 23096 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 321891 members 
Mstep: Class 21 contains 2631 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 73993 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148689 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693288.000000 Penalty: 91179.304688
Iteration 188Q: 28 clusters Score -9.269329e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 34489 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 66083 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 15690 members 
Mstep: Class 9 contains 5763 members 
Mstep: Class 10 contains 43003 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42540 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6640 members 
Mstep: Class 16 contains 23099 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 321875 members 
Mstep: Class 21 contains 2632 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74023 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148638 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693488.000000 Penalty: 91179.304688
Iteration 189Q: 28 clusters Score -9.269349e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 34503 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 66080 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 15694 members 
Mstep: Class 9 contains 5762 members 
Mstep: Class 10 contains 43026 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42540 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6640 members 
Mstep: Class 16 contains 23099 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 321852 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74057 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148590 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693448.000000 Penalty: 91179.304688
Iteration 190Q: 28 clusters Score -9.269345e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 34519 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 66076 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 15694 members 
Mstep: Class 9 contains 5776 members 
Mstep: Class 10 contains 43035 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42541 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6640 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 321821 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74089 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148549 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693544.000000 Penalty: 91179.304688
Iteration 191Q: 28 clusters Score -9.269354e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 34536 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66069 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 15695 members 
Mstep: Class 9 contains 5803 members 
Mstep: Class 10 contains 43041 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42545 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6638 members 
Mstep: Class 16 contains 23104 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 321787 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74117 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148509 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693496.000000 Penalty: 91179.304688
Iteration 192Q: 28 clusters Score -9.26935e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 34548 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66065 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15702 members 
Mstep: Class 9 contains 5828 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42548 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6637 members 
Mstep: Class 16 contains 23108 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5808 members 
Mstep: Class 20 contains 321745 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74145 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148474 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693464.000000 Penalty: 91179.304688
Iteration 193Q: 28 clusters Score -9.269346e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 34559 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66064 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15703 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 43052 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42549 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6635 members 
Mstep: Class 16 contains 23109 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5808 members 
Mstep: Class 20 contains 321725 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74173 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148437 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693496.000000 Penalty: 91179.304688
Iteration 194Q: 28 clusters Score -9.26935e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34574 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66063 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15706 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 43059 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42549 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6634 members 
Mstep: Class 16 contains 23113 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5808 members 
Mstep: Class 20 contains 321708 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74194 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148401 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693520.000000 Penalty: 91179.304688
Iteration 195Q: 28 clusters Score -9.269352e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 34580 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66070 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15709 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 43066 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42551 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6633 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5808 members 
Mstep: Class 20 contains 321674 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74224 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148374 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693544.000000 Penalty: 91179.304688
Iteration 196Q: 28 clusters Score -9.269354e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 34592 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66074 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15714 members 
Mstep: Class 9 contains 5866 members 
Mstep: Class 10 contains 43073 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42550 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6632 members 
Mstep: Class 16 contains 23119 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 321651 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74242 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148336 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693624.000000 Penalty: 91179.304688
Iteration 197Q: 28 clusters Score -9.269362e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34602 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66073 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15719 members 
Mstep: Class 9 contains 5873 members 
Mstep: Class 10 contains 43079 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42549 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6630 members 
Mstep: Class 16 contains 23119 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 321636 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74261 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148306 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693512.000000 Penalty: 91179.304688
Iteration 198Q: 28 clusters Score -9.269351e+07 nChanged 98
Entering ConstructFrom: 
Score: -92693512.000000 Penalty: 91179.304688
Entering ConstructFrom: 
Trying to split cluster 1 (13047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Entering Unmasked Estep 
Score: -1410551.750000 Penalty: 2350.125732
	Iteration 0F: 2 clusters Score -1410552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1400908.750000 Penalty: 4700.251465
	Iteration 0F: 3 clusters Score -1400909 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1403851.000000 Penalty: 4700.251465
	Iteration 1F: 3 clusters Score -1403851 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1404143.000000 Penalty: 4700.251465
	Iteration 2F: 3 clusters Score -1404143 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1404329.625000 Penalty: 4700.251465
	Iteration 3Q: 3 clusters Score -1404330 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1404468.625000 Penalty: 4700.251465
	Iteration 4Q: 3 clusters Score -1404469 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1404581.250000 Penalty: 4700.251465
	Iteration 5Q: 3 clusters Score -1404581 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1404679.625000 Penalty: 4700.251465
	Iteration 6Q: 3 clusters Score -1404680 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1404767.875000 Penalty: 4700.251465
	Iteration 7Q: 3 clusters Score -1404768 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1404840.500000 Penalty: 4700.251465
	Iteration 8Q: 3 clusters Score -1404840 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1404916.375000 Penalty: 4700.251465
	Iteration 9Q: 3 clusters Score -1404916 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1404998.000000 Penalty: 4700.251465
	Iteration 10Q: 3 clusters Score -1404998 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1405087.875000 Penalty: 4700.251465
	Iteration 11Q: 3 clusters Score -1405088 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1405156.875000 Penalty: 4700.251465
	Iteration 12Q: 3 clusters Score -1405157 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1405236.875000 Penalty: 4700.251465
	Iteration 13Q: 3 clusters Score -1405237 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1405326.625000 Penalty: 4700.251465
	Iteration 14Q: 3 clusters Score -1405327 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1405429.500000 Penalty: 4700.251465
	Iteration 15Q: 3 clusters Score -1405430 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1405546.625000 Penalty: 4700.251465
	Iteration 16Q: 3 clusters Score -1405547 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1405686.750000 Penalty: 4700.251465
	Iteration 17Q: 3 clusters Score -1405687 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1405859.125000 Penalty: 4700.251465
	Iteration 18Q: 3 clusters Score -1405859 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1406068.250000 Penalty: 4700.251465
	Iteration 19Q: 3 clusters Score -1406068 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1406340.750000 Penalty: 4700.251465
	Iteration 20F: 3 clusters Score -1406341 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1406684.875000 Penalty: 4700.251465
	Iteration 21Q: 3 clusters Score -1406685 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1407027.375000 Penalty: 4700.251465
	Iteration 22Q: 3 clusters Score -1407027 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1407362.375000 Penalty: 4700.251465
	Iteration 23Q: 3 clusters Score -1407362 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1407692.125000 Penalty: 4700.251465
	Iteration 24Q: 3 clusters Score -1407692 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1407949.500000 Penalty: 4700.251465
	Iteration 25Q: 3 clusters Score -1407950 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1408150.125000 Penalty: 4700.251465
	Iteration 26Q: 3 clusters Score -1408150 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1408315.375000 Penalty: 4700.251465
	Iteration 27Q: 3 clusters Score -1408315 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1408444.875000 Penalty: 4700.251465
	Iteration 28Q: 3 clusters Score -1408445 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1408539.250000 Penalty: 4700.251465
	Iteration 29Q: 3 clusters Score -1408539 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1408587.750000 Penalty: 4700.251465
	Iteration 30Q: 3 clusters Score -1408588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1408629.375000 Penalty: 4700.251465
	Iteration 31Q: 3 clusters Score -1408629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1408665.875000 Penalty: 4700.251465
	Iteration 32Q: 3 clusters Score -1408666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1408695.375000 Penalty: 4700.251465
	Iteration 33Q: 3 clusters Score -1408695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1408716.375000 Penalty: 4700.251465
	Iteration 34Q: 3 clusters Score -1408716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1408727.000000 Penalty: 4700.251465
	Iteration 35Q: 3 clusters Score -1408727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1408737.125000 Penalty: 4700.251465
	Iteration 36Q: 3 clusters Score -1408737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1408737.375000 Penalty: 4700.251465
	Iteration 37Q: 3 clusters Score -1408737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1408739.250000 Penalty: 4700.251465
	Iteration 38Q: 3 clusters Score -1408739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1408744.375000 Penalty: 4700.251465
	Iteration 39Q: 3 clusters Score -1408744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1408746.375000 Penalty: 4700.251465
	Iteration 40F: 3 clusters Score -1408746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1408746.375000 Penalty: 4700.251465
	Iteration 41Q: 3 clusters Score -1408746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1408749.375000 Penalty: 4700.251465
	Iteration 42Q: 3 clusters Score -1408749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1408751.875000 Penalty: 4700.251465
	Iteration 43Q: 3 clusters Score -1408752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1408751.875000 Penalty: 4700.251465
	Iteration 44F: 3 clusters Score -1408752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Entering Unmasked Estep 
Score: -4069367.500000 Penalty: 2592.063477
	Iteration 0F: 2 clusters Score -4069368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -4045725.000000 Penalty: 5184.126953
	Iteration 0F: 3 clusters Score -4045725 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -4054258.750000 Penalty: 5184.126953
	Iteration 1F: 3 clusters Score -4054259 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -4054828.250000 Penalty: 5184.126953
	Iteration 2Q: 3 clusters Score -4054828 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -4055376.000000 Penalty: 5184.126953
	Iteration 3Q: 3 clusters Score -4055376 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -4055927.750000 Penalty: 5184.126953
	Iteration 4Q: 3 clusters Score -4055928 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -4056557.000000 Penalty: 5184.126953
	Iteration 5Q: 3 clusters Score -4056557 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -4057257.750000 Penalty: 5184.126953
	Iteration 6Q: 3 clusters Score -4057258 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4058047.750000 Penalty: 5184.126953
	Iteration 7Q: 3 clusters Score -4058048 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -4059007.000000 Penalty: 5184.126953
	Iteration 8Q: 3 clusters Score -4059007 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -4060067.250000 Penalty: 5184.126953
	Iteration 9F: 3 clusters Score -4060067 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4061149.000000 Penalty: 5184.126953
	Iteration 10F: 3 clusters Score -4061149 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4062015.250000 Penalty: 5184.126953
	Iteration 11Q: 3 clusters Score -4062015 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -4062531.750000 Penalty: 5184.126953
	Iteration 12Q: 3 clusters Score -4062532 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -4062780.750000 Penalty: 5184.126953
	Iteration 13Q: 3 clusters Score -4062781 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -4062923.250000 Penalty: 5184.126953
	Iteration 14Q: 3 clusters Score -4062923 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4062992.500000 Penalty: 5184.126953
	Iteration 15Q: 3 clusters Score -4062992 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -4063033.750000 Penalty: 5184.126953
	Iteration 16Q: 3 clusters Score -4063034 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4063055.750000 Penalty: 5184.126953
	Iteration 17Q: 3 clusters Score -4063056 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -4063083.250000 Penalty: 5184.126953
	Iteration 18Q: 3 clusters Score -4063083 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -4063099.750000 Penalty: 5184.126953
	Iteration 19Q: 3 clusters Score -4063100 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4063117.000000 Penalty: 5184.126953
	Iteration 20F: 3 clusters Score -4063117 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -4063140.000000 Penalty: 5184.126953
	Iteration 21Q: 3 clusters Score -4063140 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -4063163.000000 Penalty: 5184.126953
	Iteration 22Q: 3 clusters Score -4063163 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -4063174.000000 Penalty: 5184.126953
	Iteration 23Q: 3 clusters Score -4063174 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -4063200.250000 Penalty: 5184.126953
	Iteration 24Q: 3 clusters Score -4063200 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4063216.500000 Penalty: 5184.126953
	Iteration 25Q: 3 clusters Score -4063216 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4063250.000000 Penalty: 5184.126953
	Iteration 26Q: 3 clusters Score -4063250 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4063265.000000 Penalty: 5184.126953
	Iteration 27Q: 3 clusters Score -4063265 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -4063277.250000 Penalty: 5184.126953
	Iteration 28Q: 3 clusters Score -4063277 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -4063300.000000 Penalty: 5184.126953
	Iteration 29Q: 3 clusters Score -4063300 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -4063311.000000 Penalty: 5184.126953
	Iteration 30Q: 3 clusters Score -4063311 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4063326.000000 Penalty: 5184.126953
	Iteration 31Q: 3 clusters Score -4063326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -4063344.750000 Penalty: 5184.126953
	Iteration 32Q: 3 clusters Score -4063345 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4063347.500000 Penalty: 5184.126953
	Iteration 33Q: 3 clusters Score -4063348 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4063360.750000 Penalty: 5184.126953
	Iteration 34Q: 3 clusters Score -4063361 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -4063365.500000 Penalty: 5184.126953
	Iteration 35Q: 3 clusters Score -4063366 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -4063372.250000 Penalty: 5184.126953
	Iteration 36Q: 3 clusters Score -4063372 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4063393.250000 Penalty: 5184.126953
	Iteration 37Q: 3 clusters Score -4063393 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -4063407.000000 Penalty: 5184.126953
	Iteration 38Q: 3 clusters Score -4063407 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -4063434.000000 Penalty: 5184.126953
	Iteration 39Q: 3 clusters Score -4063434 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4063430.000000 Penalty: 5184.126953
	Iteration 40F: 3 clusters Score -4063430 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -4063440.750000 Penalty: 5184.126953
	Iteration 41Q: 3 clusters Score -4063441 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4063442.000000 Penalty: 5184.126953
	Iteration 42Q: 3 clusters Score -4063442 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -4063452.000000 Penalty: 5184.126953
	Iteration 43Q: 3 clusters Score -4063452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -4063460.500000 Penalty: 5184.126953
	Iteration 44Q: 3 clusters Score -4063460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -4063465.500000 Penalty: 5184.126953
	Iteration 45Q: 3 clusters Score -4063466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -4063466.500000 Penalty: 5184.126953
	Iteration 46Q: 3 clusters Score -4063466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -4063470.750000 Penalty: 5184.126953
	Iteration 47Q: 3 clusters Score -4063471 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -4063474.000000 Penalty: 5184.126953
	Iteration 48Q: 3 clusters Score -4063474 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -4063472.250000 Penalty: 5184.126953
	Iteration 49Q: 3 clusters Score -4063472 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -4063471.250000 Penalty: 5184.126953
	Iteration 50Q: 3 clusters Score -4063471 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4063483.000000 Penalty: 5184.126953
	Iteration 51Q: 3 clusters Score -4063483 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4063491.500000 Penalty: 5184.126953
	Iteration 52Q: 3 clusters Score -4063492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4063505.750000 Penalty: 5184.126953
	Iteration 53Q: 3 clusters Score -4063506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -4063512.000000 Penalty: 5184.126953
	Iteration 54Q: 3 clusters Score -4063512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -4063510.000000 Penalty: 5184.126953
	Iteration 55Q: 3 clusters Score -4063510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -4063513.250000 Penalty: 5184.126953
	Iteration 56Q: 3 clusters Score -4063513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -4063512.500000 Penalty: 5184.126953
	Iteration 57Q: 3 clusters Score -4063512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4063518.500000 Penalty: 5184.126953
	Iteration 58Q: 3 clusters Score -4063518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -4063525.250000 Penalty: 5184.126953
	Iteration 59Q: 3 clusters Score -4063525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -4063513.000000 Penalty: 5184.126953
	Iteration 60F: 3 clusters Score -4063513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4063518.000000 Penalty: 5184.126953
	Iteration 61Q: 3 clusters Score -4063518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4063513.250000 Penalty: 5184.126953
	Iteration 62Q: 3 clusters Score -4063513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4063513.000000 Penalty: 5184.126953
	Iteration 63Q: 3 clusters Score -4063513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4063514.750000 Penalty: 5184.126953
	Iteration 64Q: 3 clusters Score -4063515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4063513.000000 Penalty: 5184.126953
	Iteration 65Q: 3 clusters Score -4063513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4063510.000000 Penalty: 5184.126953
	Iteration 66Q: 3 clusters Score -4063510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -4063511.500000 Penalty: 5184.126953
	Iteration 67Q: 3 clusters Score -4063512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4063508.500000 Penalty: 5184.126953
	Iteration 68Q: 3 clusters Score -4063508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -4063516.750000 Penalty: 5184.126953
	Iteration 69Q: 3 clusters Score -4063517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -4063518.250000 Penalty: 5184.126953
	Iteration 70Q: 3 clusters Score -4063518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -4063513.750000 Penalty: 5184.126953
	Iteration 71Q: 3 clusters Score -4063514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4063521.750000 Penalty: 5184.126953
	Iteration 72Q: 3 clusters Score -4063522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -4063517.500000 Penalty: 5184.126953
	Iteration 73Q: 3 clusters Score -4063518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -4063526.500000 Penalty: 5184.126953
	Iteration 74Q: 3 clusters Score -4063526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -4063515.750000 Penalty: 5184.126953
	Iteration 75Q: 3 clusters Score -4063516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4063528.250000 Penalty: 5184.126953
	Iteration 76Q: 3 clusters Score -4063528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4063526.000000 Penalty: 5184.126953
	Iteration 77Q: 3 clusters Score -4063526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -4063533.750000 Penalty: 5184.126953
	Iteration 78Q: 3 clusters Score -4063534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -4063532.250000 Penalty: 5184.126953
	Iteration 79Q: 3 clusters Score -4063532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4063532.750000 Penalty: 5184.126953
	Iteration 80F: 3 clusters Score -4063533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -4063535.250000 Penalty: 5184.126953
	Iteration 81Q: 3 clusters Score -4063535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4063535.750000 Penalty: 5184.126953
	Iteration 82Q: 3 clusters Score -4063536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -4063528.250000 Penalty: 5184.126953
	Iteration 83Q: 3 clusters Score -4063528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4063535.500000 Penalty: 5184.126953
	Iteration 84Q: 3 clusters Score -4063536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -4063527.250000 Penalty: 5184.126953
	Iteration 85Q: 3 clusters Score -4063527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -4063527.750000 Penalty: 5184.126953
	Iteration 86Q: 3 clusters Score -4063528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -4063535.250000 Penalty: 5184.126953
	Iteration 87Q: 3 clusters Score -4063535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4063529.250000 Penalty: 5184.126953
	Iteration 88Q: 3 clusters Score -4063529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4063537.000000 Penalty: 5184.126953
	Iteration 89Q: 3 clusters Score -4063537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4063532.000000 Penalty: 5184.126953
	Iteration 90Q: 3 clusters Score -4063532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4063529.750000 Penalty: 5184.126953
	Iteration 91Q: 3 clusters Score -4063530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4063534.750000 Penalty: 5184.126953
	Iteration 92Q: 3 clusters Score -4063535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4063536.750000 Penalty: 5184.126953
	Iteration 93Q: 3 clusters Score -4063537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4063531.250000 Penalty: 5184.126953
	Iteration 94Q: 3 clusters Score -4063531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4063531.250000 Penalty: 5184.126953
	Iteration 95Q: 3 clusters Score -4063531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4063533.250000 Penalty: 5184.126953
	Iteration 96Q: 3 clusters Score -4063533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4063532.750000 Penalty: 5184.126953
	Iteration 97Q: 3 clusters Score -4063533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4063528.250000 Penalty: 5184.126953
	Iteration 98Q: 3 clusters Score -4063528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4063529.000000 Penalty: 5184.126953
	Iteration 99Q: 3 clusters Score -4063529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -4063528.750000 Penalty: 5184.126953
	Iteration 100F: 3 clusters Score -4063529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -4063540.500000 Penalty: 5184.126953
	Iteration 101Q: 3 clusters Score -4063540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4063540.750000 Penalty: 5184.126953
	Iteration 102Q: 3 clusters Score -4063541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4063542.750000 Penalty: 5184.126953
	Iteration 103Q: 3 clusters Score -4063543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4063544.500000 Penalty: 5184.126953
	Iteration 104Q: 3 clusters Score -4063544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -4063537.250000 Penalty: 5184.126953
	Iteration 105Q: 3 clusters Score -4063537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -4063533.500000 Penalty: 5184.126953
	Iteration 106Q: 3 clusters Score -4063534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -4063538.000000 Penalty: 5184.126953
	Iteration 107Q: 3 clusters Score -4063538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -4063541.500000 Penalty: 5184.126953
	Iteration 108Q: 3 clusters Score -4063542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4063540.250000 Penalty: 5184.126953
	Iteration 109Q: 3 clusters Score -4063540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -4063540.750000 Penalty: 5184.126953
	Iteration 110Q: 3 clusters Score -4063541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -4063537.250000 Penalty: 5184.126953
	Iteration 111Q: 3 clusters Score -4063537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4063539.000000 Penalty: 5184.126953
	Iteration 112Q: 3 clusters Score -4063539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4063539.750000 Penalty: 5184.126953
	Iteration 113Q: 3 clusters Score -4063540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4063535.500000 Penalty: 5184.126953
	Iteration 114Q: 3 clusters Score -4063536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4063538.500000 Penalty: 5184.126953
	Iteration 115Q: 3 clusters Score -4063538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -4063532.750000 Penalty: 5184.126953
	Iteration 116Q: 3 clusters Score -4063533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -4063537.250000 Penalty: 5184.126953
	Iteration 117Q: 3 clusters Score -4063537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -4063534.000000 Penalty: 5184.126953
	Iteration 118Q: 3 clusters Score -4063534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4063539.750000 Penalty: 5184.126953
	Iteration 119Q: 3 clusters Score -4063540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -4063543.000000 Penalty: 5184.126953
	Iteration 120F: 3 clusters Score -4063543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -4063544.250000 Penalty: 5184.126953
	Iteration 121Q: 3 clusters Score -4063544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -4063542.250000 Penalty: 5184.126953
	Iteration 122Q: 3 clusters Score -4063542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4063538.500000 Penalty: 5184.126953
	Iteration 123Q: 3 clusters Score -4063538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4063538.500000 Penalty: 5184.126953
	Iteration 124F: 3 clusters Score -4063538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -204353.968750 Penalty: 1855.705078
	Iteration 0F: 2 clusters Score -204354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -201859.000000 Penalty: 3711.410156
	Iteration 0F: 3 clusters Score -201859 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -202307.687500 Penalty: 3711.410156
	Iteration 1F: 3 clusters Score -202307.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -202406.578125 Penalty: 3711.410156
	Iteration 2F: 3 clusters Score -202406.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -202452.156250 Penalty: 3711.410156
	Iteration 3Q: 3 clusters Score -202452.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -202486.546875 Penalty: 3711.410156
	Iteration 4Q: 3 clusters Score -202486.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -202505.062500 Penalty: 3711.410156
	Iteration 5Q: 3 clusters Score -202505.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -202514.765625 Penalty: 3711.410156
	Iteration 6Q: 3 clusters Score -202514.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -202526.984375 Penalty: 3711.410156
	Iteration 7Q: 3 clusters Score -202527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -202538.187500 Penalty: 3711.410156
	Iteration 8Q: 3 clusters Score -202538.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -202546.203125 Penalty: 3711.410156
	Iteration 9Q: 3 clusters Score -202546.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -202557.593750 Penalty: 3711.410156
	Iteration 10Q: 3 clusters Score -202557.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -202563.421875 Penalty: 3711.410156
	Iteration 11Q: 3 clusters Score -202563.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -202566.390625 Penalty: 3711.410156
	Iteration 12Q: 3 clusters Score -202566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -202569.265625 Penalty: 3711.410156
	Iteration 13Q: 3 clusters Score -202569.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -202572.484375 Penalty: 3711.410156
	Iteration 14Q: 3 clusters Score -202572.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -202575.984375 Penalty: 3711.410156
	Iteration 15Q: 3 clusters Score -202576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -202578.875000 Penalty: 3711.410156
	Iteration 16Q: 3 clusters Score -202578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -202580.187500 Penalty: 3711.410156
	Iteration 17Q: 3 clusters Score -202580.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -202580.187500 Penalty: 3711.410156
	Iteration 18F: 3 clusters Score -202580.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66073 members 
Entering Unmasked Estep 
Score: -7660257.500000 Penalty: 2752.431885
	Iteration 0F: 2 clusters Score -7660258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -7616120.500000 Penalty: 5504.863770
	Iteration 0F: 3 clusters Score -7616120 nChanged 30809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -7633249.000000 Penalty: 5504.863770
	Iteration 1F: 3 clusters Score -7633249 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -7633594.500000 Penalty: 5504.863770
	Iteration 2Q: 3 clusters Score -7633594 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -7634026.500000 Penalty: 5504.863770
	Iteration 3Q: 3 clusters Score -7634026 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -7634365.500000 Penalty: 5504.863770
	Iteration 4Q: 3 clusters Score -7634366 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -7634735.000000 Penalty: 5504.863770
	Iteration 5Q: 3 clusters Score -7634735 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -7635155.500000 Penalty: 5504.863770
	Iteration 6Q: 3 clusters Score -7635156 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -7635585.500000 Penalty: 5504.863770
	Iteration 7Q: 3 clusters Score -7635586 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -7636238.000000 Penalty: 5504.863770
	Iteration 8Q: 3 clusters Score -7636238 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -7637471.000000 Penalty: 5504.863770
	Iteration 9Q: 3 clusters Score -7637471 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -7639442.500000 Penalty: 5504.863770
	Iteration 10F: 3 clusters Score -7639442 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -7642497.000000 Penalty: 5504.863770
	Iteration 11F: 3 clusters Score -7642497 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -7646814.500000 Penalty: 5504.863770
	Iteration 12F: 3 clusters Score -7646814 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -7651600.000000 Penalty: 5504.863770
	Iteration 13F: 3 clusters Score -7651600 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -7655108.000000 Penalty: 5504.863770
	Iteration 14F: 3 clusters Score -7655108 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64747 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7656775.000000 Penalty: 5504.863770
	Iteration 15Q: 3 clusters Score -7656775 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7657371.500000 Penalty: 5504.863770
	Iteration 16Q: 3 clusters Score -7657372 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65646 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7657638.000000 Penalty: 5504.863770
	Iteration 17Q: 3 clusters Score -7657638 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7657776.500000 Penalty: 5504.863770
	Iteration 18Q: 3 clusters Score -7657776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7657826.500000 Penalty: 5504.863770
	Iteration 19Q: 3 clusters Score -7657826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7657838.000000 Penalty: 5504.863770
	Iteration 20F: 3 clusters Score -7657838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7657842.500000 Penalty: 5504.863770
	Iteration 21Q: 3 clusters Score -7657842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7657841.000000 Penalty: 5504.863770
	Iteration 22Q: 3 clusters Score -7657841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7657841.000000 Penalty: 5504.863770
	Iteration 23F: 3 clusters Score -7657841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -51824.152344 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -51824.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50263.335938 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -50263.34 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50431.781250 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -50431.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50526.667969 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -50526.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50606.550781 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -50606.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50660.429688 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -50660.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50678.679688 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -50678.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50689.246094 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -50689.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50705.750000 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -50705.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50714.246094 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -50714.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50738.386719 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -50738.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50775.695312 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -50775.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50803.000000 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -50803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50816.265625 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -50816.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50845.742188 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -50845.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50872.679688 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -50872.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50928.257812 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -50928.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50969.566406 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -50969.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50991.492188 Penalty: 3099.987793
	Iteration 17Q: 3 clusters Score -50991.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51005.105469 Penalty: 3099.987793
	Iteration 18Q: 3 clusters Score -51005.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51013.914062 Penalty: 3099.987793
	Iteration 19Q: 3 clusters Score -51013.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51017.488281 Penalty: 3099.987793
	Iteration 20F: 3 clusters Score -51017.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51023.023438 Penalty: 3099.987793
	Iteration 21Q: 3 clusters Score -51023.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51024.273438 Penalty: 3099.987793
	Iteration 22Q: 3 clusters Score -51024.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51024.273438 Penalty: 3099.987793
	Iteration 23F: 3 clusters Score -51024.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -78144.750000 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -78144.75 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 394 members 
Entering Unmasked Estep 
Score: -76516.187500 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -76516.19 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77030.562500 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -77030.56 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77440.523438 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -77440.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77906.304688 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -77906.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78154.632812 Penalty: 3291.429688
	Iteration 4F: 3 clusters Score -78154.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78269.554688 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -78269.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78382.195312 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -78382.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78508.781250 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -78508.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78566.109375 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -78566.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78583.328125 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -78583.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78594.835938 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -78594.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78602.718750 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -78602.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78611.851562 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -78611.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78620.796875 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -78620.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78624.093750 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -78624.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78640.539062 Penalty: 3291.429688
	Iteration 15F: 3 clusters Score -78640.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78737.367188 Penalty: 3291.429688
	Iteration 16Q: 3 clusters Score -78737.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78776.976562 Penalty: 3291.429688
	Iteration 17Q: 3 clusters Score -78776.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78785.984375 Penalty: 3291.429688
	Iteration 18Q: 3 clusters Score -78785.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78790.976562 Penalty: 3291.429688
	Iteration 19Q: 3 clusters Score -78790.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -78797.390625 Penalty: 3291.429688
	Iteration 20F: 3 clusters Score -78797.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78804.171875 Penalty: 3291.429688
	Iteration 21Q: 3 clusters Score -78804.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -78807.554688 Penalty: 3291.429688
	Iteration 22Q: 3 clusters Score -78807.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -78807.554688 Penalty: 3291.429688
	Iteration 23F: 3 clusters Score -78807.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34609 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66073 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15728 members 
Mstep: Class 9 contains 5868 members 
Mstep: Class 10 contains 43087 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42550 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6630 members 
Mstep: Class 16 contains 23119 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 321615 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74287 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148282 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 397 members 
Entering Unmasked Estep 
Score: -92692488.000000 Penalty: 94556.320312
Splitting cluster 6 changes total score from -92693512.000000 to -92692488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -208506.156250 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -208506.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -205828.468750 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -205828.5 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -206413.468750 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -206413.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -206598.875000 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -206598.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -206685.812500 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -206685.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -206735.343750 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -206735.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -206779.281250 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -206779.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -206812.843750 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -206812.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -206841.796875 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -206841.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -206864.484375 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -206864.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -206880.843750 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -206880.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -206892.640625 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -206892.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -206897.015625 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -206897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -206903.234375 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -206903.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -206906.546875 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -206906.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -206912.031250 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -206912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -206919.625000 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -206919.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -206925.406250 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -206925.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -206930.468750 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -206930.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -206936.406250 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -206936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -206941.937500 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -206941.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -206949.921875 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -206949.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -206958.109375 Penalty: 3784.468018
	Iteration 21Q: 3 clusters Score -206958.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -206963.265625 Penalty: 3784.468018
	Iteration 22Q: 3 clusters Score -206963.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -206965.265625 Penalty: 3784.468018
	Iteration 23Q: 3 clusters Score -206965.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -206971.375000 Penalty: 3784.468018
	Iteration 24Q: 3 clusters Score -206971.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -206977.093750 Penalty: 3784.468018
	Iteration 25Q: 3 clusters Score -206977.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -206984.375000 Penalty: 3784.468018
	Iteration 26Q: 3 clusters Score -206984.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -206990.015625 Penalty: 3784.468018
	Iteration 27Q: 3 clusters Score -206990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -206999.328125 Penalty: 3784.468018
	Iteration 28Q: 3 clusters Score -206999.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -207008.265625 Penalty: 3784.468018
	Iteration 29Q: 3 clusters Score -207008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -207011.562500 Penalty: 3784.468018
	Iteration 30Q: 3 clusters Score -207011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -207013.421875 Penalty: 3784.468018
	Iteration 31Q: 3 clusters Score -207013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -207016.265625 Penalty: 3784.468018
	Iteration 32Q: 3 clusters Score -207016.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -207019.640625 Penalty: 3784.468018
	Iteration 33Q: 3 clusters Score -207019.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -207021.625000 Penalty: 3784.468018
	Iteration 34Q: 3 clusters Score -207021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -207022.937500 Penalty: 3784.468018
	Iteration 35Q: 3 clusters Score -207022.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -207022.937500 Penalty: 3784.468018
	Iteration 36F: 3 clusters Score -207022.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Entering Unmasked Estep 
Score: -1848228.625000 Penalty: 2396.472900
	Iteration 0F: 2 clusters Score -1848229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1836909.750000 Penalty: 4792.945801
	Iteration 0F: 3 clusters Score -1836910 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1840555.875000 Penalty: 4792.945801
	Iteration 1F: 3 clusters Score -1840556 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1840897.250000 Penalty: 4792.945801
	Iteration 2F: 3 clusters Score -1840897 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1841217.000000 Penalty: 4792.945801
	Iteration 3Q: 3 clusters Score -1841217 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1841509.000000 Penalty: 4792.945801
	Iteration 4Q: 3 clusters Score -1841509 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1841823.375000 Penalty: 4792.945801
	Iteration 5Q: 3 clusters Score -1841823 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1842147.375000 Penalty: 4792.945801
	Iteration 6Q: 3 clusters Score -1842147 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1842543.500000 Penalty: 4792.945801
	Iteration 7Q: 3 clusters Score -1842544 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1843042.625000 Penalty: 4792.945801
	Iteration 8Q: 3 clusters Score -1843043 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1843617.625000 Penalty: 4792.945801
	Iteration 9Q: 3 clusters Score -1843618 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1844175.750000 Penalty: 4792.945801
	Iteration 10Q: 3 clusters Score -1844176 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1844644.125000 Penalty: 4792.945801
	Iteration 11Q: 3 clusters Score -1844644 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1845031.375000 Penalty: 4792.945801
	Iteration 12Q: 3 clusters Score -1845031 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1845320.250000 Penalty: 4792.945801
	Iteration 13Q: 3 clusters Score -1845320 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1845566.125000 Penalty: 4792.945801
	Iteration 14Q: 3 clusters Score -1845566 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1845720.250000 Penalty: 4792.945801
	Iteration 15Q: 3 clusters Score -1845720 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1845828.750000 Penalty: 4792.945801
	Iteration 16Q: 3 clusters Score -1845829 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1845910.000000 Penalty: 4792.945801
	Iteration 17Q: 3 clusters Score -1845910 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1845958.500000 Penalty: 4792.945801
	Iteration 18Q: 3 clusters Score -1845958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1846006.250000 Penalty: 4792.945801
	Iteration 19Q: 3 clusters Score -1846006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1846038.625000 Penalty: 4792.945801
	Iteration 20F: 3 clusters Score -1846039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1846063.000000 Penalty: 4792.945801
	Iteration 21Q: 3 clusters Score -1846063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1846086.125000 Penalty: 4792.945801
	Iteration 22Q: 3 clusters Score -1846086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1846116.500000 Penalty: 4792.945801
	Iteration 23Q: 3 clusters Score -1846116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1846137.375000 Penalty: 4792.945801
	Iteration 24Q: 3 clusters Score -1846137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1846156.125000 Penalty: 4792.945801
	Iteration 25Q: 3 clusters Score -1846156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1846169.875000 Penalty: 4792.945801
	Iteration 26Q: 3 clusters Score -1846170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1846176.000000 Penalty: 4792.945801
	Iteration 27Q: 3 clusters Score -1846176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1846181.875000 Penalty: 4792.945801
	Iteration 28Q: 3 clusters Score -1846182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1846186.375000 Penalty: 4792.945801
	Iteration 29Q: 3 clusters Score -1846186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1846189.250000 Penalty: 4792.945801
	Iteration 30Q: 3 clusters Score -1846189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1846192.375000 Penalty: 4792.945801
	Iteration 31Q: 3 clusters Score -1846192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1846195.500000 Penalty: 4792.945801
	Iteration 32Q: 3 clusters Score -1846196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1846195.250000 Penalty: 4792.945801
	Iteration 33Q: 3 clusters Score -1846195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1846197.500000 Penalty: 4792.945801
	Iteration 34Q: 3 clusters Score -1846198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1846195.250000 Penalty: 4792.945801
	Iteration 35Q: 3 clusters Score -1846195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1846198.000000 Penalty: 4792.945801
	Iteration 36Q: 3 clusters Score -1846198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1846196.875000 Penalty: 4792.945801
	Iteration 37Q: 3 clusters Score -1846197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1846200.875000 Penalty: 4792.945801
	Iteration 38Q: 3 clusters Score -1846201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1846202.625000 Penalty: 4792.945801
	Iteration 39Q: 3 clusters Score -1846203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1846204.750000 Penalty: 4792.945801
	Iteration 40F: 3 clusters Score -1846205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1846207.000000 Penalty: 4792.945801
	Iteration 41Q: 3 clusters Score -1846207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1846205.875000 Penalty: 4792.945801
	Iteration 42Q: 3 clusters Score -1846206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1846206.500000 Penalty: 4792.945801
	Iteration 43Q: 3 clusters Score -1846206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1846206.750000 Penalty: 4792.945801
	Iteration 44Q: 3 clusters Score -1846207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1846206.750000 Penalty: 4792.945801
	Iteration 45F: 3 clusters Score -1846207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Entering Unmasked Estep 
Score: -678176.500000 Penalty: 2151.962646
	Iteration 0F: 2 clusters Score -678176.5 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 2930 members 
Entering Unmasked Estep 
Score: -673106.125000 Penalty: 4303.925293
	Iteration 0F: 3 clusters Score -673106.1 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -674344.750000 Penalty: 4303.925293
	Iteration 1F: 3 clusters Score -674344.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -674566.062500 Penalty: 4303.925293
	Iteration 2F: 3 clusters Score -674566.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -674698.000000 Penalty: 4303.925293
	Iteration 3Q: 3 clusters Score -674698 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -674776.500000 Penalty: 4303.925293
	Iteration 4Q: 3 clusters Score -674776.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -674845.562500 Penalty: 4303.925293
	Iteration 5Q: 3 clusters Score -674845.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -674901.562500 Penalty: 4303.925293
	Iteration 6Q: 3 clusters Score -674901.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -674944.062500 Penalty: 4303.925293
	Iteration 7Q: 3 clusters Score -674944.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -674983.437500 Penalty: 4303.925293
	Iteration 8Q: 3 clusters Score -674983.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -675020.000000 Penalty: 4303.925293
	Iteration 9Q: 3 clusters Score -675020 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -675054.375000 Penalty: 4303.925293
	Iteration 10Q: 3 clusters Score -675054.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -675091.875000 Penalty: 4303.925293
	Iteration 11Q: 3 clusters Score -675091.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -675126.437500 Penalty: 4303.925293
	Iteration 12Q: 3 clusters Score -675126.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -675166.750000 Penalty: 4303.925293
	Iteration 13Q: 3 clusters Score -675166.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -675206.937500 Penalty: 4303.925293
	Iteration 14Q: 3 clusters Score -675206.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -675265.250000 Penalty: 4303.925293
	Iteration 15Q: 3 clusters Score -675265.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -675323.875000 Penalty: 4303.925293
	Iteration 16Q: 3 clusters Score -675323.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -675373.812500 Penalty: 4303.925293
	Iteration 17Q: 3 clusters Score -675373.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -675432.750000 Penalty: 4303.925293
	Iteration 18Q: 3 clusters Score -675432.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -675497.437500 Penalty: 4303.925293
	Iteration 19Q: 3 clusters Score -675497.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -675565.187500 Penalty: 4303.925293
	Iteration 20F: 3 clusters Score -675565.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -675629.750000 Penalty: 4303.925293
	Iteration 21Q: 3 clusters Score -675629.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -675685.187500 Penalty: 4303.925293
	Iteration 22Q: 3 clusters Score -675685.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -675742.125000 Penalty: 4303.925293
	Iteration 23Q: 3 clusters Score -675742.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -675793.312500 Penalty: 4303.925293
	Iteration 24Q: 3 clusters Score -675793.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -675850.937500 Penalty: 4303.925293
	Iteration 25Q: 3 clusters Score -675850.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -675903.812500 Penalty: 4303.925293
	Iteration 26Q: 3 clusters Score -675903.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -675952.500000 Penalty: 4303.925293
	Iteration 27Q: 3 clusters Score -675952.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -675992.375000 Penalty: 4303.925293
	Iteration 28Q: 3 clusters Score -675992.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -676025.187500 Penalty: 4303.925293
	Iteration 29Q: 3 clusters Score -676025.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -676048.250000 Penalty: 4303.925293
	Iteration 30Q: 3 clusters Score -676048.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -676066.562500 Penalty: 4303.925293
	Iteration 31Q: 3 clusters Score -676066.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -676082.687500 Penalty: 4303.925293
	Iteration 32Q: 3 clusters Score -676082.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -676097.312500 Penalty: 4303.925293
	Iteration 33Q: 3 clusters Score -676097.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -676118.062500 Penalty: 4303.925293
	Iteration 34Q: 3 clusters Score -676118.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -676134.875000 Penalty: 4303.925293
	Iteration 35Q: 3 clusters Score -676134.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -676147.625000 Penalty: 4303.925293
	Iteration 36Q: 3 clusters Score -676147.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -676163.875000 Penalty: 4303.925293
	Iteration 37Q: 3 clusters Score -676163.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -676179.875000 Penalty: 4303.925293
	Iteration 38Q: 3 clusters Score -676179.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -676195.000000 Penalty: 4303.925293
	Iteration 39Q: 3 clusters Score -676195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -676209.750000 Penalty: 4303.925293
	Iteration 40F: 3 clusters Score -676209.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -676225.312500 Penalty: 4303.925293
	Iteration 41Q: 3 clusters Score -676225.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -676234.937500 Penalty: 4303.925293
	Iteration 42Q: 3 clusters Score -676234.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -676240.437500 Penalty: 4303.925293
	Iteration 43Q: 3 clusters Score -676240.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -676249.625000 Penalty: 4303.925293
	Iteration 44Q: 3 clusters Score -676249.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -676254.687500 Penalty: 4303.925293
	Iteration 45Q: 3 clusters Score -676254.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -676258.312500 Penalty: 4303.925293
	Iteration 46Q: 3 clusters Score -676258.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -676265.750000 Penalty: 4303.925293
	Iteration 47Q: 3 clusters Score -676265.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -676273.125000 Penalty: 4303.925293
	Iteration 48Q: 3 clusters Score -676273.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -676279.312500 Penalty: 4303.925293
	Iteration 49Q: 3 clusters Score -676279.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -676290.625000 Penalty: 4303.925293
	Iteration 50Q: 3 clusters Score -676290.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -676302.312500 Penalty: 4303.925293
	Iteration 51Q: 3 clusters Score -676302.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -676312.187500 Penalty: 4303.925293
	Iteration 52Q: 3 clusters Score -676312.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -676323.812500 Penalty: 4303.925293
	Iteration 53Q: 3 clusters Score -676323.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -676335.812500 Penalty: 4303.925293
	Iteration 54Q: 3 clusters Score -676335.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -676347.312500 Penalty: 4303.925293
	Iteration 55Q: 3 clusters Score -676347.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -676354.437500 Penalty: 4303.925293
	Iteration 56Q: 3 clusters Score -676354.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -676358.437500 Penalty: 4303.925293
	Iteration 57Q: 3 clusters Score -676358.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -676362.250000 Penalty: 4303.925293
	Iteration 58Q: 3 clusters Score -676362.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -676366.000000 Penalty: 4303.925293
	Iteration 59Q: 3 clusters Score -676366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -676367.750000 Penalty: 4303.925293
	Iteration 60F: 3 clusters Score -676367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -676367.875000 Penalty: 4303.925293
	Iteration 61Q: 3 clusters Score -676367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -676370.000000 Penalty: 4303.925293
	Iteration 62Q: 3 clusters Score -676370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -676371.375000 Penalty: 4303.925293
	Iteration 63Q: 3 clusters Score -676371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -676370.937500 Penalty: 4303.925293
	Iteration 64Q: 3 clusters Score -676370.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -676371.375000 Penalty: 4303.925293
	Iteration 65Q: 3 clusters Score -676371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -676372.125000 Penalty: 4303.925293
	Iteration 66Q: 3 clusters Score -676372.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -676372.125000 Penalty: 4303.925293
	Iteration 67F: 3 clusters Score -676372.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Entering Unmasked Estep 
Score: -5027922.500000 Penalty: 2646.402100
	Iteration 0F: 2 clusters Score -5027922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -4998872.000000 Penalty: 5292.804199
	Iteration 0F: 3 clusters Score -4998872 nChanged 19705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -5009678.500000 Penalty: 5292.804199
	Iteration 1F: 3 clusters Score -5009678 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5010155.500000 Penalty: 5292.804199
	Iteration 2Q: 3 clusters Score -5010156 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -5010582.500000 Penalty: 5292.804199
	Iteration 3Q: 3 clusters Score -5010582 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -5010972.500000 Penalty: 5292.804199
	Iteration 4Q: 3 clusters Score -5010972 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -5011409.500000 Penalty: 5292.804199
	Iteration 5Q: 3 clusters Score -5011410 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -5011849.000000 Penalty: 5292.804199
	Iteration 6Q: 3 clusters Score -5011849 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -5012533.500000 Penalty: 5292.804199
	Iteration 7Q: 3 clusters Score -5012534 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -5013534.000000 Penalty: 5292.804199
	Iteration 8Q: 3 clusters Score -5013534 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -5015056.500000 Penalty: 5292.804199
	Iteration 9F: 3 clusters Score -5015056 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -5017411.500000 Penalty: 5292.804199
	Iteration 10F: 3 clusters Score -5017412 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -5020420.000000 Penalty: 5292.804199
	Iteration 11F: 3 clusters Score -5020420 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -5023157.500000 Penalty: 5292.804199
	Iteration 12F: 3 clusters Score -5023158 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5024934.500000 Penalty: 5292.804199
	Iteration 13Q: 3 clusters Score -5024934 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5025879.000000 Penalty: 5292.804199
	Iteration 14Q: 3 clusters Score -5025879 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5026398.500000 Penalty: 5292.804199
	Iteration 15Q: 3 clusters Score -5026398 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5026733.500000 Penalty: 5292.804199
	Iteration 16Q: 3 clusters Score -5026734 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5026874.000000 Penalty: 5292.804199
	Iteration 17Q: 3 clusters Score -5026874 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5026942.000000 Penalty: 5292.804199
	Iteration 18Q: 3 clusters Score -5026942 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5026997.500000 Penalty: 5292.804199
	Iteration 19Q: 3 clusters Score -5026998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5027034.000000 Penalty: 5292.804199
	Iteration 20F: 3 clusters Score -5027034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5027049.500000 Penalty: 5292.804199
	Iteration 21Q: 3 clusters Score -5027050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5027058.000000 Penalty: 5292.804199
	Iteration 22Q: 3 clusters Score -5027058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5027071.000000 Penalty: 5292.804199
	Iteration 23Q: 3 clusters Score -5027071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5027074.000000 Penalty: 5292.804199
	Iteration 24Q: 3 clusters Score -5027074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5027075.000000 Penalty: 5292.804199
	Iteration 25Q: 3 clusters Score -5027075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5027076.500000 Penalty: 5292.804199
	Iteration 26Q: 3 clusters Score -5027076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5027080.500000 Penalty: 5292.804199
	Iteration 27Q: 3 clusters Score -5027080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5027082.500000 Penalty: 5292.804199
	Iteration 28Q: 3 clusters Score -5027082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5027082.500000 Penalty: 5292.804199
	Iteration 29F: 3 clusters Score -5027082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -314515.406250 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -314515.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -311395.781250 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -311395.8 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -312030.031250 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -312030 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -312230.625000 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -312230.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -312455.250000 Penalty: 3924.198486
	Iteration 3F: 3 clusters Score -312455.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -312662.500000 Penalty: 3924.198486
	Iteration 4F: 3 clusters Score -312662.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -312802.625000 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -312802.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -312885.187500 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -312885.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -312966.406250 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -312966.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -313034.031250 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -313034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -313104.750000 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -313104.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -313163.031250 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -313163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -313209.562500 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -313209.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -313258.937500 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -313258.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -313308.750000 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -313308.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -313361.406250 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -313361.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -313410.812500 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -313410.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -313458.937500 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -313458.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -313500.250000 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -313500.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -313524.312500 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -313524.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -313557.500000 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -313557.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -313589.593750 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -313589.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -313612.187500 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -313612.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -313627.750000 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -313627.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -313649.093750 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -313649.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -313664.781250 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -313664.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -313678.500000 Penalty: 3924.198486
	Iteration 25Q: 3 clusters Score -313678.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -313691.937500 Penalty: 3924.198486
	Iteration 26Q: 3 clusters Score -313691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -313702.437500 Penalty: 3924.198486
	Iteration 27Q: 3 clusters Score -313702.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -313723.343750 Penalty: 3924.198486
	Iteration 28Q: 3 clusters Score -313723.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -313732.500000 Penalty: 3924.198486
	Iteration 29Q: 3 clusters Score -313732.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -313739.718750 Penalty: 3924.198486
	Iteration 30Q: 3 clusters Score -313739.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -313745.656250 Penalty: 3924.198486
	Iteration 31Q: 3 clusters Score -313745.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -313753.281250 Penalty: 3924.198486
	Iteration 32Q: 3 clusters Score -313753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -313755.968750 Penalty: 3924.198486
	Iteration 33Q: 3 clusters Score -313756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -313762.250000 Penalty: 3924.198486
	Iteration 34Q: 3 clusters Score -313762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -313765.093750 Penalty: 3924.198486
	Iteration 35Q: 3 clusters Score -313765.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -313765.593750 Penalty: 3924.198486
	Iteration 36Q: 3 clusters Score -313765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -313765.593750 Penalty: 3924.198486
	Iteration 37F: 3 clusters Score -313765.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -47161.949219 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -47161.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45736.148438 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -45736.15 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45965.980469 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -45965.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46039.980469 Penalty: 3035.667480
	Iteration 2Q: 3 clusters Score -46039.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46086.042969 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -46086.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46105.496094 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -46105.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46116.964844 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -46116.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46124.968750 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -46124.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46145.000000 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -46145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46150.574219 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -46150.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46150.574219 Penalty: 3035.667480
	Iteration 9F: 3 clusters Score -46150.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Entering Unmasked Estep 
Score: -4801647.500000 Penalty: 2643.291748
	Iteration 0F: 2 clusters Score -4801648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -4772908.500000 Penalty: 5286.583496
	Iteration 0F: 3 clusters Score -4772908 nChanged 19493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -4783876.500000 Penalty: 5286.583496
	Iteration 1F: 3 clusters Score -4783876 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -4784506.500000 Penalty: 5286.583496
	Iteration 2Q: 3 clusters Score -4784506 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -4785153.000000 Penalty: 5286.583496
	Iteration 3Q: 3 clusters Score -4785153 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -4785886.500000 Penalty: 5286.583496
	Iteration 4Q: 3 clusters Score -4785886 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -4786721.000000 Penalty: 5286.583496
	Iteration 5Q: 3 clusters Score -4786721 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -4787725.500000 Penalty: 5286.583496
	Iteration 6Q: 3 clusters Score -4787726 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -4788905.500000 Penalty: 5286.583496
	Iteration 7F: 3 clusters Score -4788906 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -4790269.500000 Penalty: 5286.583496
	Iteration 8F: 3 clusters Score -4790270 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -4791790.500000 Penalty: 5286.583496
	Iteration 9F: 3 clusters Score -4791790 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -4793470.500000 Penalty: 5286.583496
	Iteration 10F: 3 clusters Score -4793470 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -4795254.000000 Penalty: 5286.583496
	Iteration 11F: 3 clusters Score -4795254 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -4796971.000000 Penalty: 5286.583496
	Iteration 12Q: 3 clusters Score -4796971 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -4798270.000000 Penalty: 5286.583496
	Iteration 13Q: 3 clusters Score -4798270 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -4799002.000000 Penalty: 5286.583496
	Iteration 14Q: 3 clusters Score -4799002 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -4799359.500000 Penalty: 5286.583496
	Iteration 15Q: 3 clusters Score -4799360 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -4799543.500000 Penalty: 5286.583496
	Iteration 16Q: 3 clusters Score -4799544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -4799626.500000 Penalty: 5286.583496
	Iteration 17Q: 3 clusters Score -4799626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -4799675.000000 Penalty: 5286.583496
	Iteration 18Q: 3 clusters Score -4799675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -4799709.500000 Penalty: 5286.583496
	Iteration 19Q: 3 clusters Score -4799710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -4799727.500000 Penalty: 5286.583496
	Iteration 20F: 3 clusters Score -4799728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -4799734.000000 Penalty: 5286.583496
	Iteration 21Q: 3 clusters Score -4799734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -4799740.500000 Penalty: 5286.583496
	Iteration 22Q: 3 clusters Score -4799740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -4799743.500000 Penalty: 5286.583496
	Iteration 23Q: 3 clusters Score -4799744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -4799745.000000 Penalty: 5286.583496
	Iteration 24Q: 3 clusters Score -4799745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -4799751.000000 Penalty: 5286.583496
	Iteration 25Q: 3 clusters Score -4799751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -4799751.000000 Penalty: 5286.583496
	Iteration 26F: 3 clusters Score -4799751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -60509.691406 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -60509.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58893.929688 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -58893.93 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59080.636719 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -59080.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59130.968750 Penalty: 3160.319580
	Iteration 2Q: 3 clusters Score -59130.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59171.460938 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -59171.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59184.914062 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -59184.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59193.191406 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -59193.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59198.808594 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -59198.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59204.890625 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -59204.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59204.890625 Penalty: 3160.319580
	Iteration 8F: 3 clusters Score -59204.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Entering Unmasked Estep 
Score: -774493.437500 Penalty: 2182.241455
	Iteration 0F: 2 clusters Score -774493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -768881.000000 Penalty: 4364.482910
	Iteration 0F: 3 clusters Score -768881 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -770350.687500 Penalty: 4364.482910
	Iteration 1F: 3 clusters Score -770350.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -770593.625000 Penalty: 4364.482910
	Iteration 2F: 3 clusters Score -770593.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -770740.125000 Penalty: 4364.482910
	Iteration 3Q: 3 clusters Score -770740.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -770853.750000 Penalty: 4364.482910
	Iteration 4Q: 3 clusters Score -770853.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -770939.937500 Penalty: 4364.482910
	Iteration 5Q: 3 clusters Score -770939.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -771009.812500 Penalty: 4364.482910
	Iteration 6Q: 3 clusters Score -771009.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -771067.437500 Penalty: 4364.482910
	Iteration 7Q: 3 clusters Score -771067.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -771131.062500 Penalty: 4364.482910
	Iteration 8Q: 3 clusters Score -771131.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -771187.500000 Penalty: 4364.482910
	Iteration 9Q: 3 clusters Score -771187.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -771256.062500 Penalty: 4364.482910
	Iteration 10Q: 3 clusters Score -771256.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -771332.750000 Penalty: 4364.482910
	Iteration 11Q: 3 clusters Score -771332.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -771413.000000 Penalty: 4364.482910
	Iteration 12Q: 3 clusters Score -771413 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -771510.187500 Penalty: 4364.482910
	Iteration 13Q: 3 clusters Score -771510.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -771610.187500 Penalty: 4364.482910
	Iteration 14Q: 3 clusters Score -771610.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -771718.750000 Penalty: 4364.482910
	Iteration 15Q: 3 clusters Score -771718.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -771839.375000 Penalty: 4364.482910
	Iteration 16Q: 3 clusters Score -771839.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -771973.937500 Penalty: 4364.482910
	Iteration 17Q: 3 clusters Score -771973.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -772105.312500 Penalty: 4364.482910
	Iteration 18Q: 3 clusters Score -772105.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -772229.125000 Penalty: 4364.482910
	Iteration 19Q: 3 clusters Score -772229.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -772320.687500 Penalty: 4364.482910
	Iteration 20F: 3 clusters Score -772320.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -772393.687500 Penalty: 4364.482910
	Iteration 21Q: 3 clusters Score -772393.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -772462.437500 Penalty: 4364.482910
	Iteration 22Q: 3 clusters Score -772462.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -772504.000000 Penalty: 4364.482910
	Iteration 23Q: 3 clusters Score -772504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -772534.250000 Penalty: 4364.482910
	Iteration 24Q: 3 clusters Score -772534.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -772553.437500 Penalty: 4364.482910
	Iteration 25Q: 3 clusters Score -772553.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -772567.500000 Penalty: 4364.482910
	Iteration 26Q: 3 clusters Score -772567.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -772584.375000 Penalty: 4364.482910
	Iteration 27Q: 3 clusters Score -772584.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -772597.312500 Penalty: 4364.482910
	Iteration 28Q: 3 clusters Score -772597.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -772609.312500 Penalty: 4364.482910
	Iteration 29Q: 3 clusters Score -772609.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -772615.375000 Penalty: 4364.482910
	Iteration 30Q: 3 clusters Score -772615.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -772621.562500 Penalty: 4364.482910
	Iteration 31Q: 3 clusters Score -772621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -772623.062500 Penalty: 4364.482910
	Iteration 32Q: 3 clusters Score -772623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -772624.375000 Penalty: 4364.482910
	Iteration 33Q: 3 clusters Score -772624.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -772624.375000 Penalty: 4364.482910
	Iteration 34F: 3 clusters Score -772624.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Entering Unmasked Estep 
Score: -2713005.500000 Penalty: 2492.005859
	Iteration 0F: 2 clusters Score -2713006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2696874.250000 Penalty: 4984.011719
	Iteration 0F: 3 clusters Score -2696874 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2702240.000000 Penalty: 4984.011719
	Iteration 1F: 3 clusters Score -2702240 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2702755.000000 Penalty: 4984.011719
	Iteration 2F: 3 clusters Score -2702755 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2703318.750000 Penalty: 4984.011719
	Iteration 3Q: 3 clusters Score -2703319 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2703981.750000 Penalty: 4984.011719
	Iteration 4F: 3 clusters Score -2703982 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2704777.250000 Penalty: 4984.011719
	Iteration 5F: 3 clusters Score -2704777 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2705611.500000 Penalty: 4984.011719
	Iteration 6F: 3 clusters Score -2705612 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2706584.000000 Penalty: 4984.011719
	Iteration 7F: 3 clusters Score -2706584 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2707604.750000 Penalty: 4984.011719
	Iteration 8F: 3 clusters Score -2707605 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2708571.250000 Penalty: 4984.011719
	Iteration 9F: 3 clusters Score -2708571 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2709300.250000 Penalty: 4984.011719
	Iteration 10Q: 3 clusters Score -2709300 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2709874.750000 Penalty: 4984.011719
	Iteration 11Q: 3 clusters Score -2709875 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2710352.750000 Penalty: 4984.011719
	Iteration 12Q: 3 clusters Score -2710353 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2710691.750000 Penalty: 4984.011719
	Iteration 13Q: 3 clusters Score -2710692 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2710979.000000 Penalty: 4984.011719
	Iteration 14Q: 3 clusters Score -2710979 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2711189.000000 Penalty: 4984.011719
	Iteration 15Q: 3 clusters Score -2711189 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2711338.500000 Penalty: 4984.011719
	Iteration 16Q: 3 clusters Score -2711338 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2711448.000000 Penalty: 4984.011719
	Iteration 17Q: 3 clusters Score -2711448 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2711516.500000 Penalty: 4984.011719
	Iteration 18Q: 3 clusters Score -2711516 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2711574.000000 Penalty: 4984.011719
	Iteration 19Q: 3 clusters Score -2711574 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2711616.750000 Penalty: 4984.011719
	Iteration 20F: 3 clusters Score -2711617 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2711661.500000 Penalty: 4984.011719
	Iteration 21Q: 3 clusters Score -2711662 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2711686.750000 Penalty: 4984.011719
	Iteration 22Q: 3 clusters Score -2711687 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2711716.750000 Penalty: 4984.011719
	Iteration 23Q: 3 clusters Score -2711717 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2711739.000000 Penalty: 4984.011719
	Iteration 24Q: 3 clusters Score -2711739 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2711747.250000 Penalty: 4984.011719
	Iteration 25Q: 3 clusters Score -2711747 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2711754.250000 Penalty: 4984.011719
	Iteration 26Q: 3 clusters Score -2711754 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2711766.750000 Penalty: 4984.011719
	Iteration 27Q: 3 clusters Score -2711767 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2711790.250000 Penalty: 4984.011719
	Iteration 28Q: 3 clusters Score -2711790 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2711798.500000 Penalty: 4984.011719
	Iteration 29Q: 3 clusters Score -2711798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2711813.000000 Penalty: 4984.011719
	Iteration 30Q: 3 clusters Score -2711813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2711817.250000 Penalty: 4984.011719
	Iteration 31Q: 3 clusters Score -2711817 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2711817.750000 Penalty: 4984.011719
	Iteration 32Q: 3 clusters Score -2711818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2711820.250000 Penalty: 4984.011719
	Iteration 33Q: 3 clusters Score -2711820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2711819.500000 Penalty: 4984.011719
	Iteration 34Q: 3 clusters Score -2711820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2711826.000000 Penalty: 4984.011719
	Iteration 35Q: 3 clusters Score -2711826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2711829.500000 Penalty: 4984.011719
	Iteration 36Q: 3 clusters Score -2711830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2711828.500000 Penalty: 4984.011719
	Iteration 37Q: 3 clusters Score -2711828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2711826.000000 Penalty: 4984.011719
	Iteration 38Q: 3 clusters Score -2711826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2711832.500000 Penalty: 4984.011719
	Iteration 39Q: 3 clusters Score -2711832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2711832.500000 Penalty: 4984.011719
	Iteration 40F: 3 clusters Score -2711832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2711838.500000 Penalty: 4984.011719
	Iteration 41Q: 3 clusters Score -2711838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2711840.250000 Penalty: 4984.011719
	Iteration 42Q: 3 clusters Score -2711840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2711842.750000 Penalty: 4984.011719
	Iteration 43Q: 3 clusters Score -2711843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2711848.750000 Penalty: 4984.011719
	Iteration 44Q: 3 clusters Score -2711849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2711847.750000 Penalty: 4984.011719
	Iteration 45Q: 3 clusters Score -2711848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2711847.250000 Penalty: 4984.011719
	Iteration 46Q: 3 clusters Score -2711847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2711848.250000 Penalty: 4984.011719
	Iteration 47Q: 3 clusters Score -2711848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2711854.750000 Penalty: 4984.011719
	Iteration 48Q: 3 clusters Score -2711855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2711856.000000 Penalty: 4984.011719
	Iteration 49Q: 3 clusters Score -2711856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2711853.750000 Penalty: 4984.011719
	Iteration 50Q: 3 clusters Score -2711854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2711855.250000 Penalty: 4984.011719
	Iteration 51Q: 3 clusters Score -2711855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2711854.750000 Penalty: 4984.011719
	Iteration 52Q: 3 clusters Score -2711855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2711853.000000 Penalty: 4984.011719
	Iteration 53Q: 3 clusters Score -2711853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2711856.250000 Penalty: 4984.011719
	Iteration 54Q: 3 clusters Score -2711856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2711857.500000 Penalty: 4984.011719
	Iteration 55Q: 3 clusters Score -2711858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2711857.000000 Penalty: 4984.011719
	Iteration 56Q: 3 clusters Score -2711857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2711858.000000 Penalty: 4984.011719
	Iteration 57Q: 3 clusters Score -2711858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2711857.750000 Penalty: 4984.011719
	Iteration 58Q: 3 clusters Score -2711858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2711854.000000 Penalty: 4984.011719
	Iteration 59Q: 3 clusters Score -2711854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2711848.000000 Penalty: 4984.011719
	Iteration 60F: 3 clusters Score -2711848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2711850.500000 Penalty: 4984.011719
	Iteration 61Q: 3 clusters Score -2711850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2711851.500000 Penalty: 4984.011719
	Iteration 62Q: 3 clusters Score -2711852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2711852.750000 Penalty: 4984.011719
	Iteration 63Q: 3 clusters Score -2711853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2711862.250000 Penalty: 4984.011719
	Iteration 64Q: 3 clusters Score -2711862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2711865.000000 Penalty: 4984.011719
	Iteration 65Q: 3 clusters Score -2711865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2711865.000000 Penalty: 4984.011719
	Iteration 66Q: 3 clusters Score -2711865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2711865.000000 Penalty: 4984.011719
	Iteration 67Q: 3 clusters Score -2711865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2711872.000000 Penalty: 4984.011719
	Iteration 68Q: 3 clusters Score -2711872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2711869.750000 Penalty: 4984.011719
	Iteration 69Q: 3 clusters Score -2711870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2711868.250000 Penalty: 4984.011719
	Iteration 70Q: 3 clusters Score -2711868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2711874.750000 Penalty: 4984.011719
	Iteration 71Q: 3 clusters Score -2711875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2711876.750000 Penalty: 4984.011719
	Iteration 72Q: 3 clusters Score -2711877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2711874.500000 Penalty: 4984.011719
	Iteration 73Q: 3 clusters Score -2711874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2711879.000000 Penalty: 4984.011719
	Iteration 74Q: 3 clusters Score -2711879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2711882.750000 Penalty: 4984.011719
	Iteration 75Q: 3 clusters Score -2711883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2711882.500000 Penalty: 4984.011719
	Iteration 76Q: 3 clusters Score -2711882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2711882.000000 Penalty: 4984.011719
	Iteration 77Q: 3 clusters Score -2711882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2711879.250000 Penalty: 4984.011719
	Iteration 78Q: 3 clusters Score -2711879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2711881.750000 Penalty: 4984.011719
	Iteration 79Q: 3 clusters Score -2711882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2711876.500000 Penalty: 4984.011719
	Iteration 80F: 3 clusters Score -2711876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2711874.750000 Penalty: 4984.011719
	Iteration 81Q: 3 clusters Score -2711875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2711877.250000 Penalty: 4984.011719
	Iteration 82Q: 3 clusters Score -2711877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2711876.000000 Penalty: 4984.011719
	Iteration 83Q: 3 clusters Score -2711876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2711875.750000 Penalty: 4984.011719
	Iteration 84Q: 3 clusters Score -2711876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2711874.000000 Penalty: 4984.011719
	Iteration 85Q: 3 clusters Score -2711874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2711876.000000 Penalty: 4984.011719
	Iteration 86Q: 3 clusters Score -2711876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2711882.250000 Penalty: 4984.011719
	Iteration 87Q: 3 clusters Score -2711882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2711882.750000 Penalty: 4984.011719
	Iteration 88Q: 3 clusters Score -2711883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2711886.000000 Penalty: 4984.011719
	Iteration 89Q: 3 clusters Score -2711886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2711893.000000 Penalty: 4984.011719
	Iteration 90Q: 3 clusters Score -2711893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2711890.750000 Penalty: 4984.011719
	Iteration 91Q: 3 clusters Score -2711891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2711889.500000 Penalty: 4984.011719
	Iteration 92Q: 3 clusters Score -2711890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2711894.250000 Penalty: 4984.011719
	Iteration 93Q: 3 clusters Score -2711894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2711890.250000 Penalty: 4984.011719
	Iteration 94Q: 3 clusters Score -2711890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2711888.750000 Penalty: 4984.011719
	Iteration 95Q: 3 clusters Score -2711889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2711891.000000 Penalty: 4984.011719
	Iteration 96Q: 3 clusters Score -2711891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2711884.250000 Penalty: 4984.011719
	Iteration 97Q: 3 clusters Score -2711884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2711889.750000 Penalty: 4984.011719
	Iteration 98Q: 3 clusters Score -2711890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2711889.250000 Penalty: 4984.011719
	Iteration 99Q: 3 clusters Score -2711889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2711887.750000 Penalty: 4984.011719
	Iteration 100F: 3 clusters Score -2711888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2711886.000000 Penalty: 4984.011719
	Iteration 101Q: 3 clusters Score -2711886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2711886.000000 Penalty: 4984.011719
	Iteration 102F: 3 clusters Score -2711886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -58687.609375 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -58687.61 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 259 members 
Entering Unmasked Estep 
Score: -57119.101562 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -57119.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57270.378906 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -57270.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57323.324219 Penalty: 3112.281982
	Iteration 2Q: 3 clusters Score -57323.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57350.140625 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -57350.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57377.402344 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -57377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57394.500000 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -57394.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57410.683594 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -57410.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57413.515625 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -57413.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57413.515625 Penalty: 3112.281982
	Iteration 8F: 3 clusters Score -57413.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Entering Unmasked Estep 
Score: -503919.312500 Penalty: 2089.745361
	Iteration 0F: 2 clusters Score -503919.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -499659.687500 Penalty: 4179.490723
	Iteration 0F: 3 clusters Score -499659.7 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -500731.343750 Penalty: 4179.490723
	Iteration 1F: 3 clusters Score -500731.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -501093.968750 Penalty: 4179.490723
	Iteration 2F: 3 clusters Score -501094 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -501446.781250 Penalty: 4179.490723
	Iteration 3F: 3 clusters Score -501446.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -501752.875000 Penalty: 4179.490723
	Iteration 4F: 3 clusters Score -501752.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -501997.750000 Penalty: 4179.490723
	Iteration 5F: 3 clusters Score -501997.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -502145.781250 Penalty: 4179.490723
	Iteration 6Q: 3 clusters Score -502145.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -502275.906250 Penalty: 4179.490723
	Iteration 7Q: 3 clusters Score -502275.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -502361.125000 Penalty: 4179.490723
	Iteration 8Q: 3 clusters Score -502361.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -502437.781250 Penalty: 4179.490723
	Iteration 9Q: 3 clusters Score -502437.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -502506.625000 Penalty: 4179.490723
	Iteration 10Q: 3 clusters Score -502506.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -502552.312500 Penalty: 4179.490723
	Iteration 11Q: 3 clusters Score -502552.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -502576.750000 Penalty: 4179.490723
	Iteration 12Q: 3 clusters Score -502576.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -502593.437500 Penalty: 4179.490723
	Iteration 13Q: 3 clusters Score -502593.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -502606.468750 Penalty: 4179.490723
	Iteration 14Q: 3 clusters Score -502606.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -502618.812500 Penalty: 4179.490723
	Iteration 15Q: 3 clusters Score -502618.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -502626.937500 Penalty: 4179.490723
	Iteration 16Q: 3 clusters Score -502626.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -502637.031250 Penalty: 4179.490723
	Iteration 17Q: 3 clusters Score -502637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -502643.062500 Penalty: 4179.490723
	Iteration 18Q: 3 clusters Score -502643.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -502650.062500 Penalty: 4179.490723
	Iteration 19Q: 3 clusters Score -502650.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -502655.156250 Penalty: 4179.490723
	Iteration 20F: 3 clusters Score -502655.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -502660.906250 Penalty: 4179.490723
	Iteration 21Q: 3 clusters Score -502660.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -502674.187500 Penalty: 4179.490723
	Iteration 22Q: 3 clusters Score -502674.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -502680.250000 Penalty: 4179.490723
	Iteration 23Q: 3 clusters Score -502680.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -502683.656250 Penalty: 4179.490723
	Iteration 24Q: 3 clusters Score -502683.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -502685.531250 Penalty: 4179.490723
	Iteration 25Q: 3 clusters Score -502685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -502687.281250 Penalty: 4179.490723
	Iteration 26Q: 3 clusters Score -502687.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -502688.437500 Penalty: 4179.490723
	Iteration 27Q: 3 clusters Score -502688.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -502690.531250 Penalty: 4179.490723
	Iteration 28Q: 3 clusters Score -502690.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -502693.625000 Penalty: 4179.490723
	Iteration 29Q: 3 clusters Score -502693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -502694.093750 Penalty: 4179.490723
	Iteration 30Q: 3 clusters Score -502694.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -502694.093750 Penalty: 4179.490723
	Iteration 31F: 3 clusters Score -502694.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Entering Unmasked Estep 
Score: -660945.062500 Penalty: 2149.243164
	Iteration 0F: 2 clusters Score -660945.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -655914.250000 Penalty: 4298.486328
	Iteration 0F: 3 clusters Score -655914.2 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -657060.687500 Penalty: 4298.486328
	Iteration 1F: 3 clusters Score -657060.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -657262.062500 Penalty: 4298.486328
	Iteration 2F: 3 clusters Score -657262.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -657403.812500 Penalty: 4298.486328
	Iteration 3F: 3 clusters Score -657403.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -657510.562500 Penalty: 4298.486328
	Iteration 4Q: 3 clusters Score -657510.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -657608.250000 Penalty: 4298.486328
	Iteration 5Q: 3 clusters Score -657608.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -657683.875000 Penalty: 4298.486328
	Iteration 6Q: 3 clusters Score -657683.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -657755.562500 Penalty: 4298.486328
	Iteration 7Q: 3 clusters Score -657755.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -657825.062500 Penalty: 4298.486328
	Iteration 8Q: 3 clusters Score -657825.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -657892.062500 Penalty: 4298.486328
	Iteration 9Q: 3 clusters Score -657892.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -657953.375000 Penalty: 4298.486328
	Iteration 10Q: 3 clusters Score -657953.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -658008.437500 Penalty: 4298.486328
	Iteration 11Q: 3 clusters Score -658008.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -658065.375000 Penalty: 4298.486328
	Iteration 12Q: 3 clusters Score -658065.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -658123.250000 Penalty: 4298.486328
	Iteration 13Q: 3 clusters Score -658123.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -658165.937500 Penalty: 4298.486328
	Iteration 14Q: 3 clusters Score -658165.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -658208.500000 Penalty: 4298.486328
	Iteration 15Q: 3 clusters Score -658208.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -658261.437500 Penalty: 4298.486328
	Iteration 16Q: 3 clusters Score -658261.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -658314.625000 Penalty: 4298.486328
	Iteration 17Q: 3 clusters Score -658314.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -658379.625000 Penalty: 4298.486328
	Iteration 18Q: 3 clusters Score -658379.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -658457.375000 Penalty: 4298.486328
	Iteration 19Q: 3 clusters Score -658457.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -658536.125000 Penalty: 4298.486328
	Iteration 20F: 3 clusters Score -658536.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -658610.625000 Penalty: 4298.486328
	Iteration 21Q: 3 clusters Score -658610.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -658681.125000 Penalty: 4298.486328
	Iteration 22Q: 3 clusters Score -658681.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -658735.750000 Penalty: 4298.486328
	Iteration 23Q: 3 clusters Score -658735.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -658778.750000 Penalty: 4298.486328
	Iteration 24Q: 3 clusters Score -658778.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -658818.375000 Penalty: 4298.486328
	Iteration 25Q: 3 clusters Score -658818.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -658854.437500 Penalty: 4298.486328
	Iteration 26Q: 3 clusters Score -658854.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -658881.375000 Penalty: 4298.486328
	Iteration 27Q: 3 clusters Score -658881.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -658903.000000 Penalty: 4298.486328
	Iteration 28Q: 3 clusters Score -658903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -658924.625000 Penalty: 4298.486328
	Iteration 29Q: 3 clusters Score -658924.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -658940.375000 Penalty: 4298.486328
	Iteration 30Q: 3 clusters Score -658940.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -658956.937500 Penalty: 4298.486328
	Iteration 31Q: 3 clusters Score -658956.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -658973.625000 Penalty: 4298.486328
	Iteration 32Q: 3 clusters Score -658973.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -658989.312500 Penalty: 4298.486328
	Iteration 33Q: 3 clusters Score -658989.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -659000.062500 Penalty: 4298.486328
	Iteration 34Q: 3 clusters Score -659000.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -659012.687500 Penalty: 4298.486328
	Iteration 35Q: 3 clusters Score -659012.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -659020.250000 Penalty: 4298.486328
	Iteration 36Q: 3 clusters Score -659020.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -659026.187500 Penalty: 4298.486328
	Iteration 37Q: 3 clusters Score -659026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -659031.375000 Penalty: 4298.486328
	Iteration 38Q: 3 clusters Score -659031.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -659035.687500 Penalty: 4298.486328
	Iteration 39Q: 3 clusters Score -659035.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -659042.125000 Penalty: 4298.486328
	Iteration 40F: 3 clusters Score -659042.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -659047.375000 Penalty: 4298.486328
	Iteration 41Q: 3 clusters Score -659047.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -659058.562500 Penalty: 4298.486328
	Iteration 42Q: 3 clusters Score -659058.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -659066.562500 Penalty: 4298.486328
	Iteration 43Q: 3 clusters Score -659066.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -659080.000000 Penalty: 4298.486328
	Iteration 44Q: 3 clusters Score -659080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -659091.125000 Penalty: 4298.486328
	Iteration 45Q: 3 clusters Score -659091.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -659104.562500 Penalty: 4298.486328
	Iteration 46Q: 3 clusters Score -659104.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -659109.062500 Penalty: 4298.486328
	Iteration 47Q: 3 clusters Score -659109.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -659111.187500 Penalty: 4298.486328
	Iteration 48Q: 3 clusters Score -659111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -659112.187500 Penalty: 4298.486328
	Iteration 49Q: 3 clusters Score -659112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -659113.062500 Penalty: 4298.486328
	Iteration 50Q: 3 clusters Score -659113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -659112.875000 Penalty: 4298.486328
	Iteration 51Q: 3 clusters Score -659112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -659112.875000 Penalty: 4298.486328
	Iteration 52F: 3 clusters Score -659112.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (321615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321615 members 
Entering Unmasked Estep 
Score: -36851360.000000 Penalty: 3144.915283
	Iteration 0F: 2 clusters Score -3.685136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160458 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -36664724.000000 Penalty: 6289.830566
	Iteration 0F: 3 clusters Score -3.666472e+07 nChanged 156008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150174 members 
Mstep: Class 2 contains 171441 members 
Entering Unmasked Estep 
Score: -36757080.000000 Penalty: 6289.830566
	Iteration 1F: 3 clusters Score -3.675708e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144026 members 
Mstep: Class 2 contains 177589 members 
Entering Unmasked Estep 
Score: -36759128.000000 Penalty: 6289.830566
	Iteration 2Q: 3 clusters Score -3.675913e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134371 members 
Mstep: Class 2 contains 187244 members 
Entering Unmasked Estep 
Score: -36762044.000000 Penalty: 6289.830566
	Iteration 3Q: 3 clusters Score -3.676204e+07 nChanged 15243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119512 members 
Mstep: Class 2 contains 202103 members 
Entering Unmasked Estep 
Score: -36768848.000000 Penalty: 6289.830566
	Iteration 4Q: 3 clusters Score -3.676885e+07 nChanged 21636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98018 members 
Mstep: Class 2 contains 223597 members 
Entering Unmasked Estep 
Score: -36781664.000000 Penalty: 6289.830566
	Iteration 5F: 3 clusters Score -3.678166e+07 nChanged 28529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 252052 members 
Entering Unmasked Estep 
Score: -36804772.000000 Penalty: 6289.830566
	Iteration 6F: 3 clusters Score -3.680477e+07 nChanged 31301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 283339 members 
Entering Unmasked Estep 
Score: -36834908.000000 Penalty: 6289.830566
	Iteration 7F: 3 clusters Score -3.683491e+07 nChanged 23652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 306975 members 
Entering Unmasked Estep 
Score: -36849944.000000 Penalty: 6289.830566
	Iteration 8F: 3 clusters Score -3.684994e+07 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 317410 members 
Entering Unmasked Estep 
Score: -36849512.000000 Penalty: 6289.830566
	Iteration 9Q: 3 clusters Score -3.684951e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 320290 members 
Entering Unmasked Estep 
Score: -36848900.000000 Penalty: 6289.830566
	Iteration 10Q: 3 clusters Score -3.68489e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 320978 members 
Entering Unmasked Estep 
Score: -36848732.000000 Penalty: 6289.830566
	Iteration 11Q: 3 clusters Score -3.684873e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 321148 members 
Entering Unmasked Estep 
Score: -36848812.000000 Penalty: 6289.830566
	Iteration 12Q: 3 clusters Score -3.684881e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 321188 members 
Entering Unmasked Estep 
Score: -36848860.000000 Penalty: 6289.830566
	Iteration 13Q: 3 clusters Score -3.684886e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 321209 members 
Entering Unmasked Estep 
Score: -36848856.000000 Penalty: 6289.830566
	Iteration 14Q: 3 clusters Score -3.684886e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 321225 members 
Entering Unmasked Estep 
Score: -36848860.000000 Penalty: 6289.830566
	Iteration 15Q: 3 clusters Score -3.684886e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 321228 members 
Entering Unmasked Estep 
Score: -36848896.000000 Penalty: 6289.830566
	Iteration 16Q: 3 clusters Score -3.68489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 321234 members 
Entering Unmasked Estep 
Score: -36848884.000000 Penalty: 6289.830566
	Iteration 17Q: 3 clusters Score -3.684888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 321230 members 
Entering Unmasked Estep 
Score: -36848916.000000 Penalty: 6289.830566
	Iteration 18Q: 3 clusters Score -3.684892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 321226 members 
Entering Unmasked Estep 
Score: -36848936.000000 Penalty: 6289.830566
	Iteration 19Q: 3 clusters Score -3.684894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 321225 members 
Entering Unmasked Estep 
Score: -36848964.000000 Penalty: 6289.830566
	Iteration 20F: 3 clusters Score -3.684896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 321222 members 
Entering Unmasked Estep 
Score: -36848952.000000 Penalty: 6289.830566
	Iteration 21Q: 3 clusters Score -3.684895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 321223 members 
Entering Unmasked Estep 
Score: -36848960.000000 Penalty: 6289.830566
	Iteration 22Q: 3 clusters Score -3.684896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 321224 members 
Entering Unmasked Estep 
Score: -36848968.000000 Penalty: 6289.830566
	Iteration 23Q: 3 clusters Score -3.684897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 321222 members 
Entering Unmasked Estep 
Score: -36848976.000000 Penalty: 6289.830566
	Iteration 24Q: 3 clusters Score -3.684898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 321222 members 
Entering Unmasked Estep 
Score: -36848984.000000 Penalty: 6289.830566
	Iteration 25Q: 3 clusters Score -3.684898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 321223 members 
Entering Unmasked Estep 
Score: -36849008.000000 Penalty: 6289.830566
	Iteration 26Q: 3 clusters Score -3.684901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 321222 members 
Entering Unmasked Estep 
Score: -36849008.000000 Penalty: 6289.830566
	Iteration 27Q: 3 clusters Score -3.684901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 321219 members 
Entering Unmasked Estep 
Score: -36848992.000000 Penalty: 6289.830566
	Iteration 28Q: 3 clusters Score -3.684899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 321218 members 
Entering Unmasked Estep 
Score: -36849028.000000 Penalty: 6289.830566
	Iteration 29Q: 3 clusters Score -3.684903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 321220 members 
Entering Unmasked Estep 
Score: -36849024.000000 Penalty: 6289.830566
	Iteration 30Q: 3 clusters Score -3.684902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 321222 members 
Entering Unmasked Estep 
Score: -36849040.000000 Penalty: 6289.830566
	Iteration 31Q: 3 clusters Score -3.684904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 321226 members 
Entering Unmasked Estep 
Score: -36849028.000000 Penalty: 6289.830566
	Iteration 32Q: 3 clusters Score -3.684903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 321223 members 
Entering Unmasked Estep 
Score: -36849028.000000 Penalty: 6289.830566
	Iteration 33Q: 3 clusters Score -3.684903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 321223 members 
Entering Unmasked Estep 
Score: -36849016.000000 Penalty: 6289.830566
	Iteration 34Q: 3 clusters Score -3.684902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 321223 members 
Entering Unmasked Estep 
Score: -36849004.000000 Penalty: 6289.830566
	Iteration 35Q: 3 clusters Score -3.6849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 321223 members 
Entering Unmasked Estep 
Score: -36849004.000000 Penalty: 6289.830566
	Iteration 36F: 3 clusters Score -3.6849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Entering Unmasked Estep 
Score: -305139.343750 Penalty: 1953.406372
	Iteration 0F: 2 clusters Score -305139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -302085.281250 Penalty: 3906.812744
	Iteration 0F: 3 clusters Score -302085.3 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -302626.156250 Penalty: 3906.812744
	Iteration 1F: 3 clusters Score -302626.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -302791.781250 Penalty: 3906.812744
	Iteration 2F: 3 clusters Score -302791.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -302877.500000 Penalty: 3906.812744
	Iteration 3Q: 3 clusters Score -302877.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -302936.187500 Penalty: 3906.812744
	Iteration 4Q: 3 clusters Score -302936.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -302982.531250 Penalty: 3906.812744
	Iteration 5Q: 3 clusters Score -302982.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -303011.312500 Penalty: 3906.812744
	Iteration 6Q: 3 clusters Score -303011.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -303024.875000 Penalty: 3906.812744
	Iteration 7Q: 3 clusters Score -303024.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -303031.937500 Penalty: 3906.812744
	Iteration 8Q: 3 clusters Score -303031.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -303042.187500 Penalty: 3906.812744
	Iteration 9Q: 3 clusters Score -303042.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -303058.031250 Penalty: 3906.812744
	Iteration 10Q: 3 clusters Score -303058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -303067.781250 Penalty: 3906.812744
	Iteration 11Q: 3 clusters Score -303067.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -303081.375000 Penalty: 3906.812744
	Iteration 12Q: 3 clusters Score -303081.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -303093.156250 Penalty: 3906.812744
	Iteration 13Q: 3 clusters Score -303093.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -303099.375000 Penalty: 3906.812744
	Iteration 14Q: 3 clusters Score -303099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -303101.125000 Penalty: 3906.812744
	Iteration 15Q: 3 clusters Score -303101.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -303106.812500 Penalty: 3906.812744
	Iteration 16Q: 3 clusters Score -303106.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -303116.812500 Penalty: 3906.812744
	Iteration 17Q: 3 clusters Score -303116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -303121.281250 Penalty: 3906.812744
	Iteration 18Q: 3 clusters Score -303121.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -303126.718750 Penalty: 3906.812744
	Iteration 19Q: 3 clusters Score -303126.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -303130.218750 Penalty: 3906.812744
	Iteration 20F: 3 clusters Score -303130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -303135.437500 Penalty: 3906.812744
	Iteration 21Q: 3 clusters Score -303135.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -303138.593750 Penalty: 3906.812744
	Iteration 22Q: 3 clusters Score -303138.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -303139.906250 Penalty: 3906.812744
	Iteration 23Q: 3 clusters Score -303139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -303140.875000 Penalty: 3906.812744
	Iteration 24Q: 3 clusters Score -303140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -303141.406250 Penalty: 3906.812744
	Iteration 25Q: 3 clusters Score -303141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -303143.218750 Penalty: 3906.812744
	Iteration 26Q: 3 clusters Score -303143.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -303147.500000 Penalty: 3906.812744
	Iteration 27Q: 3 clusters Score -303147.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -303151.218750 Penalty: 3906.812744
	Iteration 28Q: 3 clusters Score -303151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -303154.218750 Penalty: 3906.812744
	Iteration 29Q: 3 clusters Score -303154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -303155.187500 Penalty: 3906.812744
	Iteration 30Q: 3 clusters Score -303155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -303155.187500 Penalty: 3906.812744
	Iteration 31F: 3 clusters Score -303155.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -24934.019531 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -24934.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23667.332031 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -23667.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23803.380859 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -23803.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23902.576172 Penalty: 2801.891357
	Iteration 2F: 3 clusters Score -23902.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23945.689453 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -23945.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23990.115234 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -23990.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24011.185547 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -24011.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24028.939453 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -24028.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24031.900391 Penalty: 2801.891357
	Iteration 7Q: 3 clusters Score -24031.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24031.900391 Penalty: 2801.891357
	Iteration 8F: 3 clusters Score -24031.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -22787.132812 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -22787.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21606.455078 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -21606.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21709.472656 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -21709.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21719.042969 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -21719.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21727.847656 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -21727.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21727.847656 Penalty: 2699.439209
	Iteration 4F: 3 clusters Score -21727.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (74287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Entering Unmasked Estep 
Score: -8655537.000000 Penalty: 2781.491455
	Iteration 0F: 2 clusters Score -8655537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -8605819.000000 Penalty: 5562.982910
	Iteration 0F: 3 clusters Score -8605819 nChanged 34894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -8625395.000000 Penalty: 5562.982910
	Iteration 1F: 3 clusters Score -8625395 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -8626112.000000 Penalty: 5562.982910
	Iteration 2Q: 3 clusters Score -8626112 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -8626885.000000 Penalty: 5562.982910
	Iteration 3Q: 3 clusters Score -8626885 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -8627915.000000 Penalty: 5562.982910
	Iteration 4Q: 3 clusters Score -8627915 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -8629575.000000 Penalty: 5562.982910
	Iteration 5Q: 3 clusters Score -8629575 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -8632016.000000 Penalty: 5562.982910
	Iteration 6F: 3 clusters Score -8632016 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -8635533.000000 Penalty: 5562.982910
	Iteration 7F: 3 clusters Score -8635533 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56085 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -8639697.000000 Penalty: 5562.982910
	Iteration 8F: 3 clusters Score -8639697 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -8643443.000000 Penalty: 5562.982910
	Iteration 9F: 3 clusters Score -8643443 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -8646258.000000 Penalty: 5562.982910
	Iteration 10Q: 3 clusters Score -8646258 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -8648190.000000 Penalty: 5562.982910
	Iteration 11Q: 3 clusters Score -8648190 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -8649501.000000 Penalty: 5562.982910
	Iteration 12Q: 3 clusters Score -8649501 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68516 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -8650412.000000 Penalty: 5562.982910
	Iteration 13Q: 3 clusters Score -8650412 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -8651062.000000 Penalty: 5562.982910
	Iteration 14Q: 3 clusters Score -8651062 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -8651553.000000 Penalty: 5562.982910
	Iteration 15Q: 3 clusters Score -8651553 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -8651937.000000 Penalty: 5562.982910
	Iteration 16Q: 3 clusters Score -8651937 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8652280.000000 Penalty: 5562.982910
	Iteration 17Q: 3 clusters Score -8652280 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8652528.000000 Penalty: 5562.982910
	Iteration 18Q: 3 clusters Score -8652528 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8652671.000000 Penalty: 5562.982910
	Iteration 19Q: 3 clusters Score -8652671 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72442 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8652783.000000 Penalty: 5562.982910
	Iteration 20F: 3 clusters Score -8652783 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8652880.000000 Penalty: 5562.982910
	Iteration 21Q: 3 clusters Score -8652880 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8652936.000000 Penalty: 5562.982910
	Iteration 22Q: 3 clusters Score -8652936 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8652991.000000 Penalty: 5562.982910
	Iteration 23Q: 3 clusters Score -8652991 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8653049.000000 Penalty: 5562.982910
	Iteration 24Q: 3 clusters Score -8653049 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73042 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8653092.000000 Penalty: 5562.982910
	Iteration 25Q: 3 clusters Score -8653092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8653123.000000 Penalty: 5562.982910
	Iteration 26Q: 3 clusters Score -8653123 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8653141.000000 Penalty: 5562.982910
	Iteration 27Q: 3 clusters Score -8653141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8653156.000000 Penalty: 5562.982910
	Iteration 28Q: 3 clusters Score -8653156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8653177.000000 Penalty: 5562.982910
	Iteration 29Q: 3 clusters Score -8653177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8653186.000000 Penalty: 5562.982910
	Iteration 30Q: 3 clusters Score -8653186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8653185.000000 Penalty: 5562.982910
	Iteration 31Q: 3 clusters Score -8653185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8653218.000000 Penalty: 5562.982910
	Iteration 32Q: 3 clusters Score -8653218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8653217.000000 Penalty: 5562.982910
	Iteration 33Q: 3 clusters Score -8653217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73335 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8653239.000000 Penalty: 5562.982910
	Iteration 34Q: 3 clusters Score -8653239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8653256.000000 Penalty: 5562.982910
	Iteration 35Q: 3 clusters Score -8653256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8653252.000000 Penalty: 5562.982910
	Iteration 36Q: 3 clusters Score -8653252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8653260.000000 Penalty: 5562.982910
	Iteration 37Q: 3 clusters Score -8653260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8653253.000000 Penalty: 5562.982910
	Iteration 38Q: 3 clusters Score -8653253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73385 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8653254.000000 Penalty: 5562.982910
	Iteration 39Q: 3 clusters Score -8653254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8653256.000000 Penalty: 5562.982910
	Iteration 40F: 3 clusters Score -8653256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8653253.000000 Penalty: 5562.982910
	Iteration 41Q: 3 clusters Score -8653253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8653255.000000 Penalty: 5562.982910
	Iteration 42Q: 3 clusters Score -8653255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8653255.000000 Penalty: 5562.982910
	Iteration 43F: 3 clusters Score -8653255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -35819.382812 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -35819.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34456.039062 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -34456.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34541.558594 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -34541.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34569.441406 Penalty: 2886.761230
	Iteration 2Q: 3 clusters Score -34569.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34574.421875 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -34574.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34583.074219 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -34583.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34583.074219 Penalty: 2886.761230
	Iteration 5F: 3 clusters Score -34583.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (148282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148282 members 
Entering Unmasked Estep 
Score: -17259686.000000 Penalty: 2952.904053
	Iteration 0F: 2 clusters Score -1.725969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 74433 members 
Entering Unmasked Estep 
Score: -17160950.000000 Penalty: 5905.808105
	Iteration 0F: 3 clusters Score -1.716095e+07 nChanged 70766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 77833 members 
Entering Unmasked Estep 
Score: -17202410.000000 Penalty: 5905.808105
	Iteration 1F: 3 clusters Score -1.720241e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 80157 members 
Entering Unmasked Estep 
Score: -17203706.000000 Penalty: 5905.808105
	Iteration 2Q: 3 clusters Score -1.720371e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 83601 members 
Entering Unmasked Estep 
Score: -17205658.000000 Penalty: 5905.808105
	Iteration 3Q: 3 clusters Score -1.720566e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 88547 members 
Entering Unmasked Estep 
Score: -17208540.000000 Penalty: 5905.808105
	Iteration 4Q: 3 clusters Score -1.720854e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -17213020.000000 Penalty: 5905.808105
	Iteration 5F: 3 clusters Score -1.721302e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 104885 members 
Entering Unmasked Estep 
Score: -17220024.000000 Penalty: 5905.808105
	Iteration 6F: 3 clusters Score -1.722002e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 115792 members 
Entering Unmasked Estep 
Score: -17229610.000000 Penalty: 5905.808105
	Iteration 7F: 3 clusters Score -1.722961e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 126341 members 
Entering Unmasked Estep 
Score: -17239246.000000 Penalty: 5905.808105
	Iteration 8F: 3 clusters Score -1.723925e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 134528 members 
Entering Unmasked Estep 
Score: -17246620.000000 Penalty: 5905.808105
	Iteration 9F: 3 clusters Score -1.724662e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 140080 members 
Entering Unmasked Estep 
Score: -17251434.000000 Penalty: 5905.808105
	Iteration 10Q: 3 clusters Score -1.725143e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 143447 members 
Entering Unmasked Estep 
Score: -17254154.000000 Penalty: 5905.808105
	Iteration 11Q: 3 clusters Score -1.725415e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 145321 members 
Entering Unmasked Estep 
Score: -17255500.000000 Penalty: 5905.808105
	Iteration 12Q: 3 clusters Score -1.72555e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 146341 members 
Entering Unmasked Estep 
Score: -17256192.000000 Penalty: 5905.808105
	Iteration 13Q: 3 clusters Score -1.725619e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 146899 members 
Entering Unmasked Estep 
Score: -17256596.000000 Penalty: 5905.808105
	Iteration 14Q: 3 clusters Score -1.72566e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 147225 members 
Entering Unmasked Estep 
Score: -17256818.000000 Penalty: 5905.808105
	Iteration 15Q: 3 clusters Score -1.725682e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 147396 members 
Entering Unmasked Estep 
Score: -17256918.000000 Penalty: 5905.808105
	Iteration 16Q: 3 clusters Score -1.725692e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 147504 members 
Entering Unmasked Estep 
Score: -17256982.000000 Penalty: 5905.808105
	Iteration 17Q: 3 clusters Score -1.725698e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 147583 members 
Entering Unmasked Estep 
Score: -17257044.000000 Penalty: 5905.808105
	Iteration 18Q: 3 clusters Score -1.725704e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 147645 members 
Entering Unmasked Estep 
Score: -17257094.000000 Penalty: 5905.808105
	Iteration 19Q: 3 clusters Score -1.725709e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 147679 members 
Entering Unmasked Estep 
Score: -17257146.000000 Penalty: 5905.808105
	Iteration 20F: 3 clusters Score -1.725715e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 147708 members 
Entering Unmasked Estep 
Score: -17257154.000000 Penalty: 5905.808105
	Iteration 21Q: 3 clusters Score -1.725715e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 147731 members 
Entering Unmasked Estep 
Score: -17257180.000000 Penalty: 5905.808105
	Iteration 22Q: 3 clusters Score -1.725718e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 147752 members 
Entering Unmasked Estep 
Score: -17257194.000000 Penalty: 5905.808105
	Iteration 23Q: 3 clusters Score -1.725719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 147764 members 
Entering Unmasked Estep 
Score: -17257190.000000 Penalty: 5905.808105
	Iteration 24Q: 3 clusters Score -1.725719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 147778 members 
Entering Unmasked Estep 
Score: -17257198.000000 Penalty: 5905.808105
	Iteration 25Q: 3 clusters Score -1.72572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 147783 members 
Entering Unmasked Estep 
Score: -17257218.000000 Penalty: 5905.808105
	Iteration 26Q: 3 clusters Score -1.725722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 147791 members 
Entering Unmasked Estep 
Score: -17257220.000000 Penalty: 5905.808105
	Iteration 27Q: 3 clusters Score -1.725722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 147796 members 
Entering Unmasked Estep 
Score: -17257206.000000 Penalty: 5905.808105
	Iteration 28Q: 3 clusters Score -1.725721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 147803 members 
Entering Unmasked Estep 
Score: -17257238.000000 Penalty: 5905.808105
	Iteration 29Q: 3 clusters Score -1.725724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -17257236.000000 Penalty: 5905.808105
	Iteration 30Q: 3 clusters Score -1.725724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 147817 members 
Entering Unmasked Estep 
Score: -17257242.000000 Penalty: 5905.808105
	Iteration 31Q: 3 clusters Score -1.725724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 147819 members 
Entering Unmasked Estep 
Score: -17257250.000000 Penalty: 5905.808105
	Iteration 32Q: 3 clusters Score -1.725725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 147822 members 
Entering Unmasked Estep 
Score: -17257252.000000 Penalty: 5905.808105
	Iteration 33Q: 3 clusters Score -1.725725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 147825 members 
Entering Unmasked Estep 
Score: -17257258.000000 Penalty: 5905.808105
	Iteration 34Q: 3 clusters Score -1.725726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 147827 members 
Entering Unmasked Estep 
Score: -17257264.000000 Penalty: 5905.808105
	Iteration 35Q: 3 clusters Score -1.725726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 147830 members 
Entering Unmasked Estep 
Score: -17257256.000000 Penalty: 5905.808105
	Iteration 36Q: 3 clusters Score -1.725726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 147831 members 
Entering Unmasked Estep 
Score: -17257254.000000 Penalty: 5905.808105
	Iteration 37Q: 3 clusters Score -1.725725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 147831 members 
Entering Unmasked Estep 
Score: -17257254.000000 Penalty: 5905.808105
	Iteration 38Q: 3 clusters Score -1.725725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 147832 members 
Entering Unmasked Estep 
Score: -17257248.000000 Penalty: 5905.808105
	Iteration 39Q: 3 clusters Score -1.725725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 147833 members 
Entering Unmasked Estep 
Score: -17257256.000000 Penalty: 5905.808105
	Iteration 40F: 3 clusters Score -1.725726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 147831 members 
Entering Unmasked Estep 
Score: -17257260.000000 Penalty: 5905.808105
	Iteration 41Q: 3 clusters Score -1.725726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 147833 members 
Entering Unmasked Estep 
Score: -17257258.000000 Penalty: 5905.808105
	Iteration 42Q: 3 clusters Score -1.725726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 147835 members 
Entering Unmasked Estep 
Score: -17257260.000000 Penalty: 5905.808105
	Iteration 43Q: 3 clusters Score -1.725726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 147836 members 
Entering Unmasked Estep 
Score: -17257262.000000 Penalty: 5905.808105
	Iteration 44Q: 3 clusters Score -1.725726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 147836 members 
Entering Unmasked Estep 
Score: -17257262.000000 Penalty: 5905.808105
	Iteration 45F: 3 clusters Score -1.725726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -67101.656250 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -67101.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65422.394531 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -65422.39 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65634.640625 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -65634.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65705.101562 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -65705.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65742.039062 Penalty: 3203.335693
	Iteration 3Q: 3 clusters Score -65742.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65774.898438 Penalty: 3203.335693
	Iteration 4Q: 3 clusters Score -65774.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65821.960938 Penalty: 3203.335693
	Iteration 5Q: 3 clusters Score -65821.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65876.281250 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -65876.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66009.656250 Penalty: 3203.335693
	Iteration 7Q: 3 clusters Score -66009.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66128.273438 Penalty: 3203.335693
	Iteration 8Q: 3 clusters Score -66128.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66200.882812 Penalty: 3203.335693
	Iteration 9Q: 3 clusters Score -66200.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66291.492188 Penalty: 3203.335693
	Iteration 10Q: 3 clusters Score -66291.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66363.671875 Penalty: 3203.335693
	Iteration 11Q: 3 clusters Score -66363.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66467.281250 Penalty: 3203.335693
	Iteration 12Q: 3 clusters Score -66467.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66560.265625 Penalty: 3203.335693
	Iteration 13Q: 3 clusters Score -66560.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66592.351562 Penalty: 3203.335693
	Iteration 14Q: 3 clusters Score -66592.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66631.234375 Penalty: 3203.335693
	Iteration 15Q: 3 clusters Score -66631.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66667.968750 Penalty: 3203.335693
	Iteration 16Q: 3 clusters Score -66667.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66691.718750 Penalty: 3203.335693
	Iteration 17Q: 3 clusters Score -66691.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66700.812500 Penalty: 3203.335693
	Iteration 18Q: 3 clusters Score -66700.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66701.445312 Penalty: 3203.335693
	Iteration 19Q: 3 clusters Score -66701.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66702.140625 Penalty: 3203.335693
	Iteration 20F: 3 clusters Score -66702.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66707.882812 Penalty: 3203.335693
	Iteration 21Q: 3 clusters Score -66707.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66718.515625 Penalty: 3203.335693
	Iteration 22Q: 3 clusters Score -66718.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66721.257812 Penalty: 3203.335693
	Iteration 23Q: 3 clusters Score -66721.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66721.257812 Penalty: 3203.335693
	Iteration 24F: 3 clusters Score -66721.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34609 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66073 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15728 members 
Mstep: Class 9 contains 5868 members 
Mstep: Class 10 contains 43087 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42550 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6630 members 
Mstep: Class 16 contains 23119 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 321615 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74287 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148282 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693536.000000 Penalty: 91179.304688
Iteration 199Q: 28 clusters Score -9.269354e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34616 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66075 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15737 members 
Mstep: Class 9 contains 5867 members 
Mstep: Class 10 contains 43095 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42550 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6630 members 
Mstep: Class 16 contains 23120 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5802 members 
Mstep: Class 20 contains 321605 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74306 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148250 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693464.000000 Penalty: 91179.304688
Iteration 200F: 28 clusters Score -9.269346e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34633 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66074 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15741 members 
Mstep: Class 9 contains 5878 members 
Mstep: Class 10 contains 43101 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42553 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6630 members 
Mstep: Class 16 contains 23120 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5802 members 
Mstep: Class 20 contains 321586 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74329 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148207 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693488.000000 Penalty: 91179.304688
Iteration 201Q: 28 clusters Score -9.269349e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34641 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66072 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15743 members 
Mstep: Class 9 contains 5885 members 
Mstep: Class 10 contains 43107 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42555 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6630 members 
Mstep: Class 16 contains 23120 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 321584 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74356 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148160 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693472.000000 Penalty: 91179.304688
Iteration 202Q: 28 clusters Score -9.269347e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 34646 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66070 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15746 members 
Mstep: Class 9 contains 5894 members 
Mstep: Class 10 contains 43116 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42558 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6629 members 
Mstep: Class 16 contains 23120 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 321574 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74373 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148125 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693448.000000 Penalty: 91179.304688
Iteration 203Q: 28 clusters Score -9.269345e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 34651 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66073 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15750 members 
Mstep: Class 9 contains 5902 members 
Mstep: Class 10 contains 43125 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42559 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6628 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 321559 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74385 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148097 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693440.000000 Penalty: 91179.304688
Iteration 204Q: 28 clusters Score -9.269344e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34652 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66078 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15750 members 
Mstep: Class 9 contains 5908 members 
Mstep: Class 10 contains 43130 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42561 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6628 members 
Mstep: Class 16 contains 23123 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 321543 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74407 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148072 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693392.000000 Penalty: 91179.304688
Iteration 205Q: 28 clusters Score -9.269339e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 34655 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66078 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15750 members 
Mstep: Class 9 contains 5913 members 
Mstep: Class 10 contains 43139 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42564 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5800 members 
Mstep: Class 20 contains 321520 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74430 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148055 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693440.000000 Penalty: 91179.304688
Iteration 206Q: 28 clusters Score -9.269344e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34658 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66082 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15751 members 
Mstep: Class 9 contains 5914 members 
Mstep: Class 10 contains 43141 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42567 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 321516 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74440 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148039 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693376.000000 Penalty: 91179.304688
Iteration 207Q: 28 clusters Score -9.269338e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34660 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66086 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15751 members 
Mstep: Class 9 contains 5914 members 
Mstep: Class 10 contains 43146 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 321501 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74452 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148029 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693440.000000 Penalty: 91179.304688
Iteration 208Q: 28 clusters Score -9.269344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34662 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66088 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15752 members 
Mstep: Class 9 contains 5917 members 
Mstep: Class 10 contains 43153 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42570 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23123 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 321484 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74462 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148018 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693344.000000 Penalty: 91179.304688
Iteration 209Q: 28 clusters Score -9.269334e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34669 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66088 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15751 members 
Mstep: Class 9 contains 5917 members 
Mstep: Class 10 contains 43159 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42570 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23125 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 321471 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74478 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 148002 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693432.000000 Penalty: 91179.304688
Iteration 210Q: 28 clusters Score -9.269343e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34676 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66089 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15752 members 
Mstep: Class 9 contains 5913 members 
Mstep: Class 10 contains 43162 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23125 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 321463 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74490 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147990 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693392.000000 Penalty: 91179.304688
Iteration 211Q: 28 clusters Score -9.269339e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34680 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66091 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15753 members 
Mstep: Class 9 contains 5910 members 
Mstep: Class 10 contains 43163 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23125 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 321455 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74509 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147974 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693440.000000 Penalty: 91179.304688
Iteration 212Q: 28 clusters Score -9.269344e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34685 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66090 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15754 members 
Mstep: Class 9 contains 5911 members 
Mstep: Class 10 contains 43162 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42572 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23126 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321449 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74527 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147956 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693464.000000 Penalty: 91179.304688
Iteration 213Q: 28 clusters Score -9.269346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34692 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66089 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15754 members 
Mstep: Class 9 contains 5911 members 
Mstep: Class 10 contains 43161 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42573 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 23126 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321444 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74538 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147942 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693440.000000 Penalty: 91179.304688
Iteration 214Q: 28 clusters Score -9.269344e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34697 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66089 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15752 members 
Mstep: Class 9 contains 5912 members 
Mstep: Class 10 contains 43160 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42572 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23128 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321446 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74548 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147928 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693528.000000 Penalty: 91179.304688
Iteration 215Q: 28 clusters Score -9.269353e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34706 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66090 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15751 members 
Mstep: Class 9 contains 5910 members 
Mstep: Class 10 contains 43163 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23130 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321443 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74559 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147909 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693520.000000 Penalty: 91179.304688
Iteration 216Q: 28 clusters Score -9.269352e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 34712 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66090 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15750 members 
Mstep: Class 9 contains 5916 members 
Mstep: Class 10 contains 43166 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42570 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23131 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321444 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74565 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147890 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693480.000000 Penalty: 91179.304688
Iteration 217Q: 28 clusters Score -9.269348e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34713 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66086 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15752 members 
Mstep: Class 9 contains 5918 members 
Mstep: Class 10 contains 43166 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42570 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 23133 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321445 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74577 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147872 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693568.000000 Penalty: 91179.304688
Iteration 218Q: 28 clusters Score -9.269357e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34715 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66084 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15752 members 
Mstep: Class 9 contains 5918 members 
Mstep: Class 10 contains 43168 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 23137 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321447 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74584 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147858 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693560.000000 Penalty: 91179.304688
Iteration 219Q: 28 clusters Score -9.269356e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66084 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15754 members 
Mstep: Class 9 contains 5919 members 
Mstep: Class 10 contains 43170 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42570 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 23139 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321450 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74592 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147838 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693552.000000 Penalty: 91179.304688
Iteration 220F: 28 clusters Score -9.269355e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66084 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15756 members 
Mstep: Class 9 contains 5919 members 
Mstep: Class 10 contains 43171 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42570 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 23140 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321458 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74599 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147819 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693528.000000 Penalty: 91179.304688
Iteration 221Q: 28 clusters Score -9.269353e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34719 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66086 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15757 members 
Mstep: Class 9 contains 5919 members 
Mstep: Class 10 contains 43175 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42570 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 23140 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321455 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74609 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147803 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693528.000000 Penalty: 91179.304688
Iteration 222Q: 28 clusters Score -9.269353e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34720 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66085 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15758 members 
Mstep: Class 9 contains 5919 members 
Mstep: Class 10 contains 43180 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42570 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6628 members 
Mstep: Class 16 contains 23140 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321458 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74618 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147784 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693592.000000 Penalty: 91179.304688
Iteration 223Q: 28 clusters Score -9.269359e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34721 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66087 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15759 members 
Mstep: Class 9 contains 5920 members 
Mstep: Class 10 contains 43185 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42570 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6628 members 
Mstep: Class 16 contains 23140 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321458 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74628 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147764 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693560.000000 Penalty: 91179.304688
Iteration 224Q: 28 clusters Score -9.269356e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34724 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66088 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15760 members 
Mstep: Class 9 contains 5921 members 
Mstep: Class 10 contains 43189 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42570 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6628 members 
Mstep: Class 16 contains 23141 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321458 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74636 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147745 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693576.000000 Penalty: 91179.304688
Iteration 225Q: 28 clusters Score -9.269358e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34726 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66089 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15760 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 43189 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6628 members 
Mstep: Class 16 contains 23141 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321452 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74648 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147734 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693616.000000 Penalty: 91179.304688
Iteration 226Q: 28 clusters Score -9.269362e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34731 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66089 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15760 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 43184 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42572 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6628 members 
Mstep: Class 16 contains 23144 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321452 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74657 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147721 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693560.000000 Penalty: 91179.304688
Iteration 227Q: 28 clusters Score -9.269356e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34735 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66088 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15759 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 43187 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42572 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6628 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321449 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74661 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147714 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693488.000000 Penalty: 91179.304688
Iteration 228Q: 28 clusters Score -9.269349e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34738 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66087 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15759 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 43189 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42572 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6628 members 
Mstep: Class 16 contains 23147 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321452 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74665 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147701 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693536.000000 Penalty: 91179.304688
Iteration 229Q: 28 clusters Score -9.269354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34740 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66087 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15759 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 43193 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42572 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6629 members 
Mstep: Class 16 contains 23149 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321459 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74673 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147676 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693480.000000 Penalty: 91179.304688
Iteration 230Q: 28 clusters Score -9.269348e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34741 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 66087 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15760 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 43193 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6628 members 
Mstep: Class 16 contains 23153 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321464 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74680 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147660 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693496.000000 Penalty: 91179.304688
Iteration 231Q: 28 clusters Score -9.26935e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34740 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66086 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15762 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 43193 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 23156 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321468 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74688 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147645 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693528.000000 Penalty: 91179.304688
Iteration 232Q: 28 clusters Score -9.269353e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34740 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66085 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15763 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43193 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321475 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74693 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147631 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693480.000000 Penalty: 91179.304688
Iteration 233Q: 28 clusters Score -9.269348e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34739 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66085 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15767 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43194 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321478 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74700 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147617 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693504.000000 Penalty: 91179.304688
Iteration 234Q: 28 clusters Score -9.26935e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34740 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66088 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15767 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43195 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321487 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74703 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147603 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693488.000000 Penalty: 91179.304688
Iteration 235Q: 28 clusters Score -9.269349e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34739 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66087 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15768 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43196 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42570 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 321490 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74709 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147593 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693456.000000 Penalty: 91179.304688
Iteration 236Q: 28 clusters Score -9.269346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34741 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66087 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15767 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43199 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321492 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74715 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147581 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693408.000000 Penalty: 91179.304688
Iteration 237Q: 28 clusters Score -9.269341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34741 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66087 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15768 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43200 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321494 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74721 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147571 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693432.000000 Penalty: 91179.304688
Iteration 238Q: 28 clusters Score -9.269343e+07 nChanged 13
Entering ConstructFrom: 
Score: -92693432.000000 Penalty: 91179.304688
Entering ConstructFrom: 
Trying to split cluster 1 (13047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Entering Unmasked Estep 
Score: -1410598.000000 Penalty: 2350.125732
	Iteration 0F: 2 clusters Score -1410598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1400867.375000 Penalty: 4700.251465
	Iteration 0F: 3 clusters Score -1400867 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1403851.875000 Penalty: 4700.251465
	Iteration 1F: 3 clusters Score -1403852 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1404150.875000 Penalty: 4700.251465
	Iteration 2F: 3 clusters Score -1404151 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1404377.875000 Penalty: 4700.251465
	Iteration 3Q: 3 clusters Score -1404378 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1404569.625000 Penalty: 4700.251465
	Iteration 4Q: 3 clusters Score -1404570 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1404729.375000 Penalty: 4700.251465
	Iteration 5Q: 3 clusters Score -1404729 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1404853.125000 Penalty: 4700.251465
	Iteration 6Q: 3 clusters Score -1404853 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1404963.625000 Penalty: 4700.251465
	Iteration 7Q: 3 clusters Score -1404964 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1405099.375000 Penalty: 4700.251465
	Iteration 8Q: 3 clusters Score -1405099 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1405247.875000 Penalty: 4700.251465
	Iteration 9Q: 3 clusters Score -1405248 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1405402.500000 Penalty: 4700.251465
	Iteration 10Q: 3 clusters Score -1405402 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1405594.625000 Penalty: 4700.251465
	Iteration 11Q: 3 clusters Score -1405595 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1405832.000000 Penalty: 4700.251465
	Iteration 12Q: 3 clusters Score -1405832 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1406112.750000 Penalty: 4700.251465
	Iteration 13Q: 3 clusters Score -1406113 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1406476.000000 Penalty: 4700.251465
	Iteration 14Q: 3 clusters Score -1406476 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1406905.000000 Penalty: 4700.251465
	Iteration 15Q: 3 clusters Score -1406905 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1407327.500000 Penalty: 4700.251465
	Iteration 16Q: 3 clusters Score -1407328 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1407697.125000 Penalty: 4700.251465
	Iteration 17Q: 3 clusters Score -1407697 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1407997.750000 Penalty: 4700.251465
	Iteration 18Q: 3 clusters Score -1407998 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1408196.500000 Penalty: 4700.251465
	Iteration 19Q: 3 clusters Score -1408196 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1408335.750000 Penalty: 4700.251465
	Iteration 20F: 3 clusters Score -1408336 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1408428.625000 Penalty: 4700.251465
	Iteration 21Q: 3 clusters Score -1408429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1408494.875000 Penalty: 4700.251465
	Iteration 22Q: 3 clusters Score -1408495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1408534.125000 Penalty: 4700.251465
	Iteration 23Q: 3 clusters Score -1408534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1408561.750000 Penalty: 4700.251465
	Iteration 24Q: 3 clusters Score -1408562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1408585.000000 Penalty: 4700.251465
	Iteration 25Q: 3 clusters Score -1408585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1408610.500000 Penalty: 4700.251465
	Iteration 26Q: 3 clusters Score -1408610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1408627.625000 Penalty: 4700.251465
	Iteration 27Q: 3 clusters Score -1408628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1408642.875000 Penalty: 4700.251465
	Iteration 28Q: 3 clusters Score -1408643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1408652.750000 Penalty: 4700.251465
	Iteration 29Q: 3 clusters Score -1408653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1408660.375000 Penalty: 4700.251465
	Iteration 30Q: 3 clusters Score -1408660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1408671.000000 Penalty: 4700.251465
	Iteration 31Q: 3 clusters Score -1408671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1408674.375000 Penalty: 4700.251465
	Iteration 32Q: 3 clusters Score -1408674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1408675.125000 Penalty: 4700.251465
	Iteration 33Q: 3 clusters Score -1408675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1408675.750000 Penalty: 4700.251465
	Iteration 34Q: 3 clusters Score -1408676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1408679.375000 Penalty: 4700.251465
	Iteration 35Q: 3 clusters Score -1408679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1408680.625000 Penalty: 4700.251465
	Iteration 36Q: 3 clusters Score -1408681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1408680.875000 Penalty: 4700.251465
	Iteration 37Q: 3 clusters Score -1408681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1408680.875000 Penalty: 4700.251465
	Iteration 38F: 3 clusters Score -1408681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Entering Unmasked Estep 
Score: -4084748.750000 Penalty: 2593.007568
	Iteration 0F: 2 clusters Score -4084749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -4061083.750000 Penalty: 5186.015137
	Iteration 0F: 3 clusters Score -4061084 nChanged 15781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -4069569.250000 Penalty: 5186.015137
	Iteration 1F: 3 clusters Score -4069569 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -4070131.750000 Penalty: 5186.015137
	Iteration 2Q: 3 clusters Score -4070132 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -4070756.000000 Penalty: 5186.015137
	Iteration 3Q: 3 clusters Score -4070756 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -4071574.750000 Penalty: 5186.015137
	Iteration 4Q: 3 clusters Score -4071575 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -4072580.500000 Penalty: 5186.015137
	Iteration 5F: 3 clusters Score -4072580 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -4073909.000000 Penalty: 5186.015137
	Iteration 6F: 3 clusters Score -4073909 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -4075709.000000 Penalty: 5186.015137
	Iteration 7F: 3 clusters Score -4075709 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -4077644.250000 Penalty: 5186.015137
	Iteration 8F: 3 clusters Score -4077644 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -4079354.500000 Penalty: 5186.015137
	Iteration 9F: 3 clusters Score -4079354 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4080626.750000 Penalty: 5186.015137
	Iteration 10Q: 3 clusters Score -4080627 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4081381.250000 Penalty: 5186.015137
	Iteration 11Q: 3 clusters Score -4081381 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -4081769.250000 Penalty: 5186.015137
	Iteration 12Q: 3 clusters Score -4081769 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -4082010.750000 Penalty: 5186.015137
	Iteration 13Q: 3 clusters Score -4082011 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -4082166.500000 Penalty: 5186.015137
	Iteration 14Q: 3 clusters Score -4082166 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -4082297.500000 Penalty: 5186.015137
	Iteration 15Q: 3 clusters Score -4082298 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4082405.250000 Penalty: 5186.015137
	Iteration 16Q: 3 clusters Score -4082405 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4082492.250000 Penalty: 5186.015137
	Iteration 17Q: 3 clusters Score -4082492 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4082556.000000 Penalty: 5186.015137
	Iteration 18Q: 3 clusters Score -4082556 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4082596.500000 Penalty: 5186.015137
	Iteration 19Q: 3 clusters Score -4082596 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4082614.500000 Penalty: 5186.015137
	Iteration 20F: 3 clusters Score -4082614 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4082640.000000 Penalty: 5186.015137
	Iteration 21Q: 3 clusters Score -4082640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4082666.750000 Penalty: 5186.015137
	Iteration 22Q: 3 clusters Score -4082667 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4082702.000000 Penalty: 5186.015137
	Iteration 23Q: 3 clusters Score -4082702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4082734.000000 Penalty: 5186.015137
	Iteration 24Q: 3 clusters Score -4082734 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4082774.250000 Penalty: 5186.015137
	Iteration 25Q: 3 clusters Score -4082774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4082788.000000 Penalty: 5186.015137
	Iteration 26Q: 3 clusters Score -4082788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4082812.250000 Penalty: 5186.015137
	Iteration 27Q: 3 clusters Score -4082812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4082837.000000 Penalty: 5186.015137
	Iteration 28Q: 3 clusters Score -4082837 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4082840.000000 Penalty: 5186.015137
	Iteration 29Q: 3 clusters Score -4082840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4082840.000000 Penalty: 5186.015137
	Iteration 30Q: 3 clusters Score -4082840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4082849.000000 Penalty: 5186.015137
	Iteration 31Q: 3 clusters Score -4082849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4082860.750000 Penalty: 5186.015137
	Iteration 32Q: 3 clusters Score -4082861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4082872.750000 Penalty: 5186.015137
	Iteration 33Q: 3 clusters Score -4082873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4082868.750000 Penalty: 5186.015137
	Iteration 34Q: 3 clusters Score -4082869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4082868.250000 Penalty: 5186.015137
	Iteration 35Q: 3 clusters Score -4082868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4082869.750000 Penalty: 5186.015137
	Iteration 36Q: 3 clusters Score -4082870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4082877.000000 Penalty: 5186.015137
	Iteration 37Q: 3 clusters Score -4082877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4082878.000000 Penalty: 5186.015137
	Iteration 38Q: 3 clusters Score -4082878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4082884.750000 Penalty: 5186.015137
	Iteration 39Q: 3 clusters Score -4082885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4082888.500000 Penalty: 5186.015137
	Iteration 40F: 3 clusters Score -4082888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4082892.000000 Penalty: 5186.015137
	Iteration 41Q: 3 clusters Score -4082892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4082898.250000 Penalty: 5186.015137
	Iteration 42Q: 3 clusters Score -4082898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4082904.250000 Penalty: 5186.015137
	Iteration 43Q: 3 clusters Score -4082904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4082902.750000 Penalty: 5186.015137
	Iteration 44Q: 3 clusters Score -4082903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4082904.500000 Penalty: 5186.015137
	Iteration 45Q: 3 clusters Score -4082904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4082907.250000 Penalty: 5186.015137
	Iteration 46Q: 3 clusters Score -4082907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4082908.250000 Penalty: 5186.015137
	Iteration 47Q: 3 clusters Score -4082908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4082907.250000 Penalty: 5186.015137
	Iteration 48Q: 3 clusters Score -4082907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4082906.750000 Penalty: 5186.015137
	Iteration 49Q: 3 clusters Score -4082907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4082910.000000 Penalty: 5186.015137
	Iteration 50Q: 3 clusters Score -4082910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4082907.250000 Penalty: 5186.015137
	Iteration 51Q: 3 clusters Score -4082907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4082907.500000 Penalty: 5186.015137
	Iteration 52Q: 3 clusters Score -4082908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4082912.250000 Penalty: 5186.015137
	Iteration 53Q: 3 clusters Score -4082912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4082915.500000 Penalty: 5186.015137
	Iteration 54Q: 3 clusters Score -4082916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4082913.000000 Penalty: 5186.015137
	Iteration 55Q: 3 clusters Score -4082913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4082914.250000 Penalty: 5186.015137
	Iteration 56Q: 3 clusters Score -4082914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4082914.250000 Penalty: 5186.015137
	Iteration 57F: 3 clusters Score -4082914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -204472.562500 Penalty: 1855.844604
	Iteration 0F: 2 clusters Score -204472.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -201934.671875 Penalty: 3711.689209
	Iteration 0F: 3 clusters Score -201934.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -202384.109375 Penalty: 3711.689209
	Iteration 1F: 3 clusters Score -202384.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -202490.390625 Penalty: 3711.689209
	Iteration 2F: 3 clusters Score -202490.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -202539.015625 Penalty: 3711.689209
	Iteration 3Q: 3 clusters Score -202539 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -202571.343750 Penalty: 3711.689209
	Iteration 4Q: 3 clusters Score -202571.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -202591.734375 Penalty: 3711.689209
	Iteration 5Q: 3 clusters Score -202591.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -202607.406250 Penalty: 3711.689209
	Iteration 6Q: 3 clusters Score -202607.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -202626.156250 Penalty: 3711.689209
	Iteration 7Q: 3 clusters Score -202626.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -202640.453125 Penalty: 3711.689209
	Iteration 8Q: 3 clusters Score -202640.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -202654.187500 Penalty: 3711.689209
	Iteration 9Q: 3 clusters Score -202654.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -202665.703125 Penalty: 3711.689209
	Iteration 10Q: 3 clusters Score -202665.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -202673.750000 Penalty: 3711.689209
	Iteration 11Q: 3 clusters Score -202673.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -202681.218750 Penalty: 3711.689209
	Iteration 12Q: 3 clusters Score -202681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -202686.203125 Penalty: 3711.689209
	Iteration 13Q: 3 clusters Score -202686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -202688.515625 Penalty: 3711.689209
	Iteration 14Q: 3 clusters Score -202688.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -202691.500000 Penalty: 3711.689209
	Iteration 15Q: 3 clusters Score -202691.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -202693.406250 Penalty: 3711.689209
	Iteration 16Q: 3 clusters Score -202693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202695.578125 Penalty: 3711.689209
	Iteration 17Q: 3 clusters Score -202695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -202696.640625 Penalty: 3711.689209
	Iteration 18Q: 3 clusters Score -202696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -202697.937500 Penalty: 3711.689209
	Iteration 19Q: 3 clusters Score -202697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -202699.546875 Penalty: 3711.689209
	Iteration 20F: 3 clusters Score -202699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -202701.765625 Penalty: 3711.689209
	Iteration 21Q: 3 clusters Score -202701.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -202704.546875 Penalty: 3711.689209
	Iteration 22Q: 3 clusters Score -202704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -202704.546875 Penalty: 3711.689209
	Iteration 23F: 3 clusters Score -202704.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Entering Unmasked Estep 
Score: -7661915.500000 Penalty: 2752.484375
	Iteration 0F: 2 clusters Score -7661916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -7617722.000000 Penalty: 5504.968750
	Iteration 0F: 3 clusters Score -7617722 nChanged 30649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -7634666.000000 Penalty: 5504.968750
	Iteration 1F: 3 clusters Score -7634666 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -7635187.500000 Penalty: 5504.968750
	Iteration 2Q: 3 clusters Score -7635188 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -7635634.500000 Penalty: 5504.968750
	Iteration 3Q: 3 clusters Score -7635634 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -7636116.500000 Penalty: 5504.968750
	Iteration 4Q: 3 clusters Score -7636116 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -7636581.000000 Penalty: 5504.968750
	Iteration 5Q: 3 clusters Score -7636581 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -7637076.000000 Penalty: 5504.968750
	Iteration 6Q: 3 clusters Score -7637076 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -7637591.000000 Penalty: 5504.968750
	Iteration 7Q: 3 clusters Score -7637591 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -7638114.000000 Penalty: 5504.968750
	Iteration 8Q: 3 clusters Score -7638114 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -7638850.000000 Penalty: 5504.968750
	Iteration 9Q: 3 clusters Score -7638850 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -7639599.500000 Penalty: 5504.968750
	Iteration 10Q: 3 clusters Score -7639600 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -7640595.000000 Penalty: 5504.968750
	Iteration 11Q: 3 clusters Score -7640595 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -7641661.500000 Penalty: 5504.968750
	Iteration 12Q: 3 clusters Score -7641662 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -7642952.000000 Penalty: 5504.968750
	Iteration 13Q: 3 clusters Score -7642952 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -7644566.000000 Penalty: 5504.968750
	Iteration 14Q: 3 clusters Score -7644566 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -7646416.000000 Penalty: 5504.968750
	Iteration 15Q: 3 clusters Score -7646416 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -7648527.000000 Penalty: 5504.968750
	Iteration 16F: 3 clusters Score -7648527 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -7650911.000000 Penalty: 5504.968750
	Iteration 17F: 3 clusters Score -7650911 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -7653165.000000 Penalty: 5504.968750
	Iteration 18Q: 3 clusters Score -7653165 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -7655250.000000 Penalty: 5504.968750
	Iteration 19Q: 3 clusters Score -7655250 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -7656766.500000 Penalty: 5504.968750
	Iteration 20F: 3 clusters Score -7656766 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7657790.000000 Penalty: 5504.968750
	Iteration 21Q: 3 clusters Score -7657790 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -7658438.000000 Penalty: 5504.968750
	Iteration 22Q: 3 clusters Score -7658438 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7658785.500000 Penalty: 5504.968750
	Iteration 23Q: 3 clusters Score -7658786 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -7659001.500000 Penalty: 5504.968750
	Iteration 24Q: 3 clusters Score -7659002 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7659171.500000 Penalty: 5504.968750
	Iteration 25Q: 3 clusters Score -7659172 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7659246.000000 Penalty: 5504.968750
	Iteration 26Q: 3 clusters Score -7659246 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7659324.000000 Penalty: 5504.968750
	Iteration 27Q: 3 clusters Score -7659324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7659382.500000 Penalty: 5504.968750
	Iteration 28Q: 3 clusters Score -7659382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7659421.500000 Penalty: 5504.968750
	Iteration 29Q: 3 clusters Score -7659422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7659457.500000 Penalty: 5504.968750
	Iteration 30Q: 3 clusters Score -7659458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7659480.500000 Penalty: 5504.968750
	Iteration 31Q: 3 clusters Score -7659480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7659488.000000 Penalty: 5504.968750
	Iteration 32Q: 3 clusters Score -7659488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7659496.000000 Penalty: 5504.968750
	Iteration 33Q: 3 clusters Score -7659496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7659507.500000 Penalty: 5504.968750
	Iteration 34Q: 3 clusters Score -7659508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7659526.500000 Penalty: 5504.968750
	Iteration 35Q: 3 clusters Score -7659526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7659532.000000 Penalty: 5504.968750
	Iteration 36Q: 3 clusters Score -7659532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7659546.500000 Penalty: 5504.968750
	Iteration 37Q: 3 clusters Score -7659546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7659548.500000 Penalty: 5504.968750
	Iteration 38Q: 3 clusters Score -7659548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7659562.000000 Penalty: 5504.968750
	Iteration 39Q: 3 clusters Score -7659562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7659557.500000 Penalty: 5504.968750
	Iteration 40F: 3 clusters Score -7659558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7659563.500000 Penalty: 5504.968750
	Iteration 41Q: 3 clusters Score -7659564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7659572.500000 Penalty: 5504.968750
	Iteration 42Q: 3 clusters Score -7659572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7659567.500000 Penalty: 5504.968750
	Iteration 43Q: 3 clusters Score -7659568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7659567.500000 Penalty: 5504.968750
	Iteration 44Q: 3 clusters Score -7659568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7659571.000000 Penalty: 5504.968750
	Iteration 45Q: 3 clusters Score -7659571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7659576.500000 Penalty: 5504.968750
	Iteration 46Q: 3 clusters Score -7659576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7659578.000000 Penalty: 5504.968750
	Iteration 47Q: 3 clusters Score -7659578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7659577.500000 Penalty: 5504.968750
	Iteration 48Q: 3 clusters Score -7659578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7659574.500000 Penalty: 5504.968750
	Iteration 49Q: 3 clusters Score -7659574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7659574.500000 Penalty: 5504.968750
	Iteration 50F: 3 clusters Score -7659574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -51824.152344 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -51824.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50318.089844 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -50318.09 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50557.179688 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -50557.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50653.781250 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -50653.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50706.839844 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -50706.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50779.789062 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -50779.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50879.945312 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -50879.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50921.000000 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -50921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50943.707031 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -50943.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50950.941406 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -50950.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50951.750000 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -50951.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50953.191406 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -50953.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50953.191406 Penalty: 3099.987793
	Iteration 11F: 3 clusters Score -50953.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -78144.750000 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -78144.75 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 384 members 
Entering Unmasked Estep 
Score: -76416.429688 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -76416.43 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76697.414062 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -76697.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76802.078125 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -76802.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76931.992188 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -76931.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77052.625000 Penalty: 3291.429688
	Iteration 4Q: 3 clusters Score -77052.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77184.984375 Penalty: 3291.429688
	Iteration 5F: 3 clusters Score -77184.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -77339.796875 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -77339.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77673.351562 Penalty: 3291.429688
	Iteration 7F: 3 clusters Score -77673.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77978.812500 Penalty: 3291.429688
	Iteration 8F: 3 clusters Score -77978.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78179.593750 Penalty: 3291.429688
	Iteration 9F: 3 clusters Score -78179.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78273.710938 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -78273.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78328.859375 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -78328.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78419.906250 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -78419.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78518.023438 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -78518.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78629.898438 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -78629.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78701.101562 Penalty: 3291.429688
	Iteration 15Q: 3 clusters Score -78701.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78751.140625 Penalty: 3291.429688
	Iteration 16Q: 3 clusters Score -78751.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78791.179688 Penalty: 3291.429688
	Iteration 17Q: 3 clusters Score -78791.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78800.632812 Penalty: 3291.429688
	Iteration 18Q: 3 clusters Score -78800.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -78802.015625 Penalty: 3291.429688
	Iteration 19Q: 3 clusters Score -78802.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78803.468750 Penalty: 3291.429688
	Iteration 20F: 3 clusters Score -78803.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34741 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66087 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15769 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43201 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321497 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74727 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147560 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 398 members 
Entering Unmasked Estep 
Score: -92692344.000000 Penalty: 94556.320312
Splitting cluster 6 changes total score from -92693432.000000 to -92692344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -208506.156250 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -208506.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -205877.250000 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -205877.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -206386.718750 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -206386.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -206551.937500 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -206551.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -206650.609375 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -206650.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -206717.109375 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -206717.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -206769.109375 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -206769.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -206801.562500 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -206801.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -206816.468750 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -206816.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -206828.312500 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -206828.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -206841.734375 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -206841.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -206855.500000 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -206855.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -206864.265625 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -206864.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -206871.640625 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -206871.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -206877.421875 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -206877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -206881.937500 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -206881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -206887.265625 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -206887.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -206889.718750 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -206889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -206890.656250 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -206890.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -206894.390625 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -206894.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -206899.546875 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -206899.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -206906.171875 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -206906.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -206912.640625 Penalty: 3784.468018
	Iteration 21Q: 3 clusters Score -206912.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -206916.390625 Penalty: 3784.468018
	Iteration 22Q: 3 clusters Score -206916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -206919.390625 Penalty: 3784.468018
	Iteration 23Q: 3 clusters Score -206919.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -206922.484375 Penalty: 3784.468018
	Iteration 24Q: 3 clusters Score -206922.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -206926.250000 Penalty: 3784.468018
	Iteration 25Q: 3 clusters Score -206926.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -206929.109375 Penalty: 3784.468018
	Iteration 26Q: 3 clusters Score -206929.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -206935.937500 Penalty: 3784.468018
	Iteration 27Q: 3 clusters Score -206935.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -206942.000000 Penalty: 3784.468018
	Iteration 28Q: 3 clusters Score -206942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -206950.421875 Penalty: 3784.468018
	Iteration 29Q: 3 clusters Score -206950.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -206960.093750 Penalty: 3784.468018
	Iteration 30Q: 3 clusters Score -206960.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -206963.734375 Penalty: 3784.468018
	Iteration 31Q: 3 clusters Score -206963.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -206968.703125 Penalty: 3784.468018
	Iteration 32Q: 3 clusters Score -206968.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -206973.828125 Penalty: 3784.468018
	Iteration 33Q: 3 clusters Score -206973.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -206978.265625 Penalty: 3784.468018
	Iteration 34Q: 3 clusters Score -206978.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -206983.796875 Penalty: 3784.468018
	Iteration 35Q: 3 clusters Score -206983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -206984.171875 Penalty: 3784.468018
	Iteration 36Q: 3 clusters Score -206984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -206985.062500 Penalty: 3784.468018
	Iteration 37Q: 3 clusters Score -206985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -206986.156250 Penalty: 3784.468018
	Iteration 38Q: 3 clusters Score -206986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -206987.937500 Penalty: 3784.468018
	Iteration 39Q: 3 clusters Score -206987.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -206990.312500 Penalty: 3784.468018
	Iteration 40F: 3 clusters Score -206990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -206991.140625 Penalty: 3784.468018
	Iteration 41Q: 3 clusters Score -206991.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -206991.609375 Penalty: 3784.468018
	Iteration 42Q: 3 clusters Score -206991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -206991.875000 Penalty: 3784.468018
	Iteration 43Q: 3 clusters Score -206991.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -206991.875000 Penalty: 3784.468018
	Iteration 44F: 3 clusters Score -206991.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Entering Unmasked Estep 
Score: -1853069.375000 Penalty: 2397.118652
	Iteration 0F: 2 clusters Score -1853069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1841754.125000 Penalty: 4794.237305
	Iteration 0F: 3 clusters Score -1841754 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1845446.000000 Penalty: 4794.237305
	Iteration 1F: 3 clusters Score -1845446 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1845878.875000 Penalty: 4794.237305
	Iteration 2F: 3 clusters Score -1845879 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1846282.750000 Penalty: 4794.237305
	Iteration 3F: 3 clusters Score -1846283 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1846667.125000 Penalty: 4794.237305
	Iteration 4Q: 3 clusters Score -1846667 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1847078.625000 Penalty: 4794.237305
	Iteration 5Q: 3 clusters Score -1847079 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1847536.875000 Penalty: 4794.237305
	Iteration 6Q: 3 clusters Score -1847537 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1848084.875000 Penalty: 4794.237305
	Iteration 7Q: 3 clusters Score -1848085 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1848573.750000 Penalty: 4794.237305
	Iteration 8Q: 3 clusters Score -1848574 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1849022.500000 Penalty: 4794.237305
	Iteration 9Q: 3 clusters Score -1849022 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1849409.875000 Penalty: 4794.237305
	Iteration 10Q: 3 clusters Score -1849410 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1849771.875000 Penalty: 4794.237305
	Iteration 11Q: 3 clusters Score -1849772 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1850037.125000 Penalty: 4794.237305
	Iteration 12Q: 3 clusters Score -1850037 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1850226.375000 Penalty: 4794.237305
	Iteration 13Q: 3 clusters Score -1850226 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1850381.125000 Penalty: 4794.237305
	Iteration 14Q: 3 clusters Score -1850381 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1850498.750000 Penalty: 4794.237305
	Iteration 15Q: 3 clusters Score -1850499 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1850587.250000 Penalty: 4794.237305
	Iteration 16Q: 3 clusters Score -1850587 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1850633.250000 Penalty: 4794.237305
	Iteration 17Q: 3 clusters Score -1850633 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1850672.875000 Penalty: 4794.237305
	Iteration 18Q: 3 clusters Score -1850673 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1850706.125000 Penalty: 4794.237305
	Iteration 19Q: 3 clusters Score -1850706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1850734.750000 Penalty: 4794.237305
	Iteration 20F: 3 clusters Score -1850735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1850760.875000 Penalty: 4794.237305
	Iteration 21Q: 3 clusters Score -1850761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1850777.000000 Penalty: 4794.237305
	Iteration 22Q: 3 clusters Score -1850777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1850790.375000 Penalty: 4794.237305
	Iteration 23Q: 3 clusters Score -1850790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1850803.375000 Penalty: 4794.237305
	Iteration 24Q: 3 clusters Score -1850803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1850818.625000 Penalty: 4794.237305
	Iteration 25Q: 3 clusters Score -1850819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1850840.500000 Penalty: 4794.237305
	Iteration 26Q: 3 clusters Score -1850840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1850858.875000 Penalty: 4794.237305
	Iteration 27Q: 3 clusters Score -1850859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1850880.625000 Penalty: 4794.237305
	Iteration 28Q: 3 clusters Score -1850881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1850894.875000 Penalty: 4794.237305
	Iteration 29Q: 3 clusters Score -1850895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1850911.875000 Penalty: 4794.237305
	Iteration 30Q: 3 clusters Score -1850912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1850920.375000 Penalty: 4794.237305
	Iteration 31Q: 3 clusters Score -1850920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1850933.125000 Penalty: 4794.237305
	Iteration 32Q: 3 clusters Score -1850933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1850943.000000 Penalty: 4794.237305
	Iteration 33Q: 3 clusters Score -1850943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1850955.625000 Penalty: 4794.237305
	Iteration 34Q: 3 clusters Score -1850956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1850963.125000 Penalty: 4794.237305
	Iteration 35Q: 3 clusters Score -1850963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1850966.000000 Penalty: 4794.237305
	Iteration 36Q: 3 clusters Score -1850966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1850970.250000 Penalty: 4794.237305
	Iteration 37Q: 3 clusters Score -1850970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1850978.000000 Penalty: 4794.237305
	Iteration 38Q: 3 clusters Score -1850978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1850984.000000 Penalty: 4794.237305
	Iteration 39Q: 3 clusters Score -1850984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1850988.250000 Penalty: 4794.237305
	Iteration 40F: 3 clusters Score -1850988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1850988.625000 Penalty: 4794.237305
	Iteration 41Q: 3 clusters Score -1850989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1850988.750000 Penalty: 4794.237305
	Iteration 42Q: 3 clusters Score -1850989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1850990.500000 Penalty: 4794.237305
	Iteration 43Q: 3 clusters Score -1850990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1850990.500000 Penalty: 4794.237305
	Iteration 44F: 3 clusters Score -1850990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -684276.812500 Penalty: 2154.276611
	Iteration 0F: 2 clusters Score -684276.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -679199.250000 Penalty: 4308.553223
	Iteration 0F: 3 clusters Score -679199.2 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -680494.750000 Penalty: 4308.553223
	Iteration 1F: 3 clusters Score -680494.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -680745.062500 Penalty: 4308.553223
	Iteration 2F: 3 clusters Score -680745.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -680917.500000 Penalty: 4308.553223
	Iteration 3F: 3 clusters Score -680917.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -681034.437500 Penalty: 4308.553223
	Iteration 4Q: 3 clusters Score -681034.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -681137.187500 Penalty: 4308.553223
	Iteration 5Q: 3 clusters Score -681137.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -681217.437500 Penalty: 4308.553223
	Iteration 6Q: 3 clusters Score -681217.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -681294.937500 Penalty: 4308.553223
	Iteration 7Q: 3 clusters Score -681294.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -681363.125000 Penalty: 4308.553223
	Iteration 8Q: 3 clusters Score -681363.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -681424.562500 Penalty: 4308.553223
	Iteration 9Q: 3 clusters Score -681424.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -681479.000000 Penalty: 4308.553223
	Iteration 10Q: 3 clusters Score -681479 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -681546.875000 Penalty: 4308.553223
	Iteration 11Q: 3 clusters Score -681546.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -681627.062500 Penalty: 4308.553223
	Iteration 12Q: 3 clusters Score -681627.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -681714.250000 Penalty: 4308.553223
	Iteration 13Q: 3 clusters Score -681714.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -681813.562500 Penalty: 4308.553223
	Iteration 14Q: 3 clusters Score -681813.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -681923.812500 Penalty: 4308.553223
	Iteration 15Q: 3 clusters Score -681923.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -682031.500000 Penalty: 4308.553223
	Iteration 16Q: 3 clusters Score -682031.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -682120.437500 Penalty: 4308.553223
	Iteration 17Q: 3 clusters Score -682120.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -682198.750000 Penalty: 4308.553223
	Iteration 18Q: 3 clusters Score -682198.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -682260.437500 Penalty: 4308.553223
	Iteration 19Q: 3 clusters Score -682260.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -682301.625000 Penalty: 4308.553223
	Iteration 20F: 3 clusters Score -682301.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -682336.937500 Penalty: 4308.553223
	Iteration 21Q: 3 clusters Score -682336.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -682361.562500 Penalty: 4308.553223
	Iteration 22Q: 3 clusters Score -682361.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -682378.312500 Penalty: 4308.553223
	Iteration 23Q: 3 clusters Score -682378.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -682393.375000 Penalty: 4308.553223
	Iteration 24Q: 3 clusters Score -682393.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -682405.250000 Penalty: 4308.553223
	Iteration 25Q: 3 clusters Score -682405.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -682412.750000 Penalty: 4308.553223
	Iteration 26Q: 3 clusters Score -682412.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -682417.125000 Penalty: 4308.553223
	Iteration 27Q: 3 clusters Score -682417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -682419.125000 Penalty: 4308.553223
	Iteration 28Q: 3 clusters Score -682419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -682421.000000 Penalty: 4308.553223
	Iteration 29Q: 3 clusters Score -682421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -682421.687500 Penalty: 4308.553223
	Iteration 30Q: 3 clusters Score -682421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -682421.687500 Penalty: 4308.553223
	Iteration 31F: 3 clusters Score -682421.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Entering Unmasked Estep 
Score: -5041226.000000 Penalty: 2647.057617
	Iteration 0F: 2 clusters Score -5041226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -5012139.000000 Penalty: 5294.115234
	Iteration 0F: 3 clusters Score -5012139 nChanged 19865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -5023335.500000 Penalty: 5294.115234
	Iteration 1F: 3 clusters Score -5023336 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -5024220.500000 Penalty: 5294.115234
	Iteration 2Q: 3 clusters Score -5024220 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -5025302.500000 Penalty: 5294.115234
	Iteration 3F: 3 clusters Score -5025302 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -5026725.000000 Penalty: 5294.115234
	Iteration 4F: 3 clusters Score -5026725 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -5028629.500000 Penalty: 5294.115234
	Iteration 5F: 3 clusters Score -5028630 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -5030912.500000 Penalty: 5294.115234
	Iteration 6F: 3 clusters Score -5030912 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -5033347.000000 Penalty: 5294.115234
	Iteration 7F: 3 clusters Score -5033347 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -5035435.000000 Penalty: 5294.115234
	Iteration 8F: 3 clusters Score -5035435 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -5037036.000000 Penalty: 5294.115234
	Iteration 9Q: 3 clusters Score -5037036 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -5038206.500000 Penalty: 5294.115234
	Iteration 10Q: 3 clusters Score -5038206 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -5039030.500000 Penalty: 5294.115234
	Iteration 11Q: 3 clusters Score -5039030 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5039475.000000 Penalty: 5294.115234
	Iteration 12Q: 3 clusters Score -5039475 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -5039756.000000 Penalty: 5294.115234
	Iteration 13Q: 3 clusters Score -5039756 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -5039933.500000 Penalty: 5294.115234
	Iteration 14Q: 3 clusters Score -5039934 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -5040040.000000 Penalty: 5294.115234
	Iteration 15Q: 3 clusters Score -5040040 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -5040098.500000 Penalty: 5294.115234
	Iteration 16Q: 3 clusters Score -5040098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -5040166.500000 Penalty: 5294.115234
	Iteration 17Q: 3 clusters Score -5040166 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -5040208.500000 Penalty: 5294.115234
	Iteration 18Q: 3 clusters Score -5040208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -5040231.000000 Penalty: 5294.115234
	Iteration 19Q: 3 clusters Score -5040231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -5040249.500000 Penalty: 5294.115234
	Iteration 20F: 3 clusters Score -5040250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -5040264.500000 Penalty: 5294.115234
	Iteration 21Q: 3 clusters Score -5040264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -5040275.000000 Penalty: 5294.115234
	Iteration 22Q: 3 clusters Score -5040275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -5040290.000000 Penalty: 5294.115234
	Iteration 23Q: 3 clusters Score -5040290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -5040290.500000 Penalty: 5294.115234
	Iteration 24Q: 3 clusters Score -5040290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -5040295.500000 Penalty: 5294.115234
	Iteration 25Q: 3 clusters Score -5040296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -5040314.500000 Penalty: 5294.115234
	Iteration 26Q: 3 clusters Score -5040314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -5040319.000000 Penalty: 5294.115234
	Iteration 27Q: 3 clusters Score -5040319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -5040318.500000 Penalty: 5294.115234
	Iteration 28Q: 3 clusters Score -5040318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -5040318.000000 Penalty: 5294.115234
	Iteration 29Q: 3 clusters Score -5040318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -5040334.000000 Penalty: 5294.115234
	Iteration 30Q: 3 clusters Score -5040334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -5040335.000000 Penalty: 5294.115234
	Iteration 31Q: 3 clusters Score -5040335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -5040347.500000 Penalty: 5294.115234
	Iteration 32Q: 3 clusters Score -5040348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -5040356.000000 Penalty: 5294.115234
	Iteration 33Q: 3 clusters Score -5040356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -5040362.000000 Penalty: 5294.115234
	Iteration 34Q: 3 clusters Score -5040362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -5040361.500000 Penalty: 5294.115234
	Iteration 35Q: 3 clusters Score -5040362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -5040359.500000 Penalty: 5294.115234
	Iteration 36Q: 3 clusters Score -5040360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -5040361.500000 Penalty: 5294.115234
	Iteration 37Q: 3 clusters Score -5040362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -5040359.500000 Penalty: 5294.115234
	Iteration 38Q: 3 clusters Score -5040360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -5040361.500000 Penalty: 5294.115234
	Iteration 39Q: 3 clusters Score -5040362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -5040361.500000 Penalty: 5294.115234
	Iteration 40F: 3 clusters Score -5040362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -314400.375000 Penalty: 1962.008301
	Iteration 0F: 2 clusters Score -314400.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -311360.375000 Penalty: 3924.016602
	Iteration 0F: 3 clusters Score -311360.4 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -311974.625000 Penalty: 3924.016602
	Iteration 1F: 3 clusters Score -311974.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -312290.312500 Penalty: 3924.016602
	Iteration 2F: 3 clusters Score -312290.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -312571.718750 Penalty: 3924.016602
	Iteration 3F: 3 clusters Score -312571.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -312753.062500 Penalty: 3924.016602
	Iteration 4F: 3 clusters Score -312753.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -312895.468750 Penalty: 3924.016602
	Iteration 5F: 3 clusters Score -312895.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -313014.625000 Penalty: 3924.016602
	Iteration 6Q: 3 clusters Score -313014.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -313110.406250 Penalty: 3924.016602
	Iteration 7Q: 3 clusters Score -313110.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -313208.312500 Penalty: 3924.016602
	Iteration 8Q: 3 clusters Score -313208.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -313293.718750 Penalty: 3924.016602
	Iteration 9Q: 3 clusters Score -313293.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -313354.187500 Penalty: 3924.016602
	Iteration 10Q: 3 clusters Score -313354.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -313402.406250 Penalty: 3924.016602
	Iteration 11Q: 3 clusters Score -313402.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -313451.875000 Penalty: 3924.016602
	Iteration 12Q: 3 clusters Score -313451.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -313481.500000 Penalty: 3924.016602
	Iteration 13Q: 3 clusters Score -313481.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -313507.625000 Penalty: 3924.016602
	Iteration 14Q: 3 clusters Score -313507.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -313524.593750 Penalty: 3924.016602
	Iteration 15Q: 3 clusters Score -313524.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -313540.156250 Penalty: 3924.016602
	Iteration 16Q: 3 clusters Score -313540.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -313563.531250 Penalty: 3924.016602
	Iteration 17Q: 3 clusters Score -313563.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -313570.406250 Penalty: 3924.016602
	Iteration 18Q: 3 clusters Score -313570.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -313580.156250 Penalty: 3924.016602
	Iteration 19Q: 3 clusters Score -313580.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -313586.687500 Penalty: 3924.016602
	Iteration 20F: 3 clusters Score -313586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -313590.843750 Penalty: 3924.016602
	Iteration 21Q: 3 clusters Score -313590.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -313597.031250 Penalty: 3924.016602
	Iteration 22Q: 3 clusters Score -313597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -313603.093750 Penalty: 3924.016602
	Iteration 23Q: 3 clusters Score -313603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -313605.750000 Penalty: 3924.016602
	Iteration 24Q: 3 clusters Score -313605.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -313607.750000 Penalty: 3924.016602
	Iteration 25Q: 3 clusters Score -313607.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -313608.625000 Penalty: 3924.016602
	Iteration 26Q: 3 clusters Score -313608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -313608.687500 Penalty: 3924.016602
	Iteration 27Q: 3 clusters Score -313608.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -313608.687500 Penalty: 3924.016602
	Iteration 28F: 3 clusters Score -313608.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -47161.949219 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -47161.95 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 203 members 
Entering Unmasked Estep 
Score: -45711.332031 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -45711.33 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45840.757812 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -45840.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45882.320312 Penalty: 3035.667480
	Iteration 2Q: 3 clusters Score -45882.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45892.933594 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -45892.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45898.769531 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -45898.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45904.464844 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -45904.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45904.464844 Penalty: 3035.667480
	Iteration 6F: 3 clusters Score -45904.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Entering Unmasked Estep 
Score: -4803975.000000 Penalty: 2643.414307
	Iteration 0F: 2 clusters Score -4803975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -4774981.000000 Penalty: 5286.828613
	Iteration 0F: 3 clusters Score -4774981 nChanged 19593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -4785796.000000 Penalty: 5286.828613
	Iteration 1F: 3 clusters Score -4785796 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -4786258.500000 Penalty: 5286.828613
	Iteration 2Q: 3 clusters Score -4786258 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -4786739.000000 Penalty: 5286.828613
	Iteration 3Q: 3 clusters Score -4786739 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -4787339.500000 Penalty: 5286.828613
	Iteration 4Q: 3 clusters Score -4787340 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -4788062.500000 Penalty: 5286.828613
	Iteration 5Q: 3 clusters Score -4788062 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -4789282.500000 Penalty: 5286.828613
	Iteration 6Q: 3 clusters Score -4789282 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -4791065.500000 Penalty: 5286.828613
	Iteration 7F: 3 clusters Score -4791066 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -4793243.000000 Penalty: 5286.828613
	Iteration 8F: 3 clusters Score -4793243 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -4795559.000000 Penalty: 5286.828613
	Iteration 9F: 3 clusters Score -4795559 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -4797623.500000 Penalty: 5286.828613
	Iteration 10F: 3 clusters Score -4797624 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4799170.000000 Penalty: 5286.828613
	Iteration 11Q: 3 clusters Score -4799170 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4800163.500000 Penalty: 5286.828613
	Iteration 12Q: 3 clusters Score -4800164 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4800752.500000 Penalty: 5286.828613
	Iteration 13Q: 3 clusters Score -4800752 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4801068.500000 Penalty: 5286.828613
	Iteration 14Q: 3 clusters Score -4801068 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4801297.500000 Penalty: 5286.828613
	Iteration 15Q: 3 clusters Score -4801298 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4801447.000000 Penalty: 5286.828613
	Iteration 16Q: 3 clusters Score -4801447 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4801551.500000 Penalty: 5286.828613
	Iteration 17Q: 3 clusters Score -4801552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4801614.000000 Penalty: 5286.828613
	Iteration 18Q: 3 clusters Score -4801614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4801671.500000 Penalty: 5286.828613
	Iteration 19Q: 3 clusters Score -4801672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4801700.500000 Penalty: 5286.828613
	Iteration 20F: 3 clusters Score -4801700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4801729.000000 Penalty: 5286.828613
	Iteration 21Q: 3 clusters Score -4801729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4801735.000000 Penalty: 5286.828613
	Iteration 22Q: 3 clusters Score -4801735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4801751.000000 Penalty: 5286.828613
	Iteration 23Q: 3 clusters Score -4801751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4801757.500000 Penalty: 5286.828613
	Iteration 24Q: 3 clusters Score -4801758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4801769.500000 Penalty: 5286.828613
	Iteration 25Q: 3 clusters Score -4801770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4801773.500000 Penalty: 5286.828613
	Iteration 26Q: 3 clusters Score -4801774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4801777.500000 Penalty: 5286.828613
	Iteration 27Q: 3 clusters Score -4801778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4801781.000000 Penalty: 5286.828613
	Iteration 28Q: 3 clusters Score -4801781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4801779.000000 Penalty: 5286.828613
	Iteration 29Q: 3 clusters Score -4801779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4801779.000000 Penalty: 5286.828613
	Iteration 30Q: 3 clusters Score -4801779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4801782.500000 Penalty: 5286.828613
	Iteration 31Q: 3 clusters Score -4801782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4801782.500000 Penalty: 5286.828613
	Iteration 32F: 3 clusters Score -4801782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -60509.691406 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -60509.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58874.832031 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -58874.83 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59096.035156 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -59096.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59174.023438 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -59174.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59219.062500 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -59219.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59254.648438 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -59254.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59273.023438 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -59273.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59292.164062 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -59292.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59302.820312 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -59302.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59319.585938 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -59319.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59334.742188 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -59334.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59362.390625 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -59362.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59395.996094 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -59396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59404.718750 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -59404.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59408.675781 Penalty: 3160.319580
	Iteration 13Q: 3 clusters Score -59408.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59412.003906 Penalty: 3160.319580
	Iteration 14Q: 3 clusters Score -59412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59414.152344 Penalty: 3160.319580
	Iteration 15Q: 3 clusters Score -59414.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59415.742188 Penalty: 3160.319580
	Iteration 16Q: 3 clusters Score -59415.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59418.179688 Penalty: 3160.319580
	Iteration 17Q: 3 clusters Score -59418.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59422.750000 Penalty: 3160.319580
	Iteration 18Q: 3 clusters Score -59422.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59427.695312 Penalty: 3160.319580
	Iteration 19Q: 3 clusters Score -59427.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59440.855469 Penalty: 3160.319580
	Iteration 20F: 3 clusters Score -59440.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59455.574219 Penalty: 3160.319580
	Iteration 21Q: 3 clusters Score -59455.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59470.921875 Penalty: 3160.319580
	Iteration 22Q: 3 clusters Score -59470.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59479.410156 Penalty: 3160.319580
	Iteration 23Q: 3 clusters Score -59479.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59479.410156 Penalty: 3160.319580
	Iteration 24F: 3 clusters Score -59479.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Entering Unmasked Estep 
Score: -774033.312500 Penalty: 2182.091553
	Iteration 0F: 2 clusters Score -774033.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -768510.937500 Penalty: 4364.183105
	Iteration 0F: 3 clusters Score -768510.9 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -769908.375000 Penalty: 4364.183105
	Iteration 1F: 3 clusters Score -769908.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -770168.062500 Penalty: 4364.183105
	Iteration 2F: 3 clusters Score -770168.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -770432.437500 Penalty: 4364.183105
	Iteration 3F: 3 clusters Score -770432.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -770630.875000 Penalty: 4364.183105
	Iteration 4Q: 3 clusters Score -770630.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -770773.062500 Penalty: 4364.183105
	Iteration 5Q: 3 clusters Score -770773.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -770889.250000 Penalty: 4364.183105
	Iteration 6Q: 3 clusters Score -770889.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -770997.625000 Penalty: 4364.183105
	Iteration 7Q: 3 clusters Score -770997.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -771118.000000 Penalty: 4364.183105
	Iteration 8Q: 3 clusters Score -771118 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -771252.812500 Penalty: 4364.183105
	Iteration 9Q: 3 clusters Score -771252.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -771373.250000 Penalty: 4364.183105
	Iteration 10Q: 3 clusters Score -771373.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -771473.812500 Penalty: 4364.183105
	Iteration 11Q: 3 clusters Score -771473.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -771565.375000 Penalty: 4364.183105
	Iteration 12Q: 3 clusters Score -771565.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -771650.187500 Penalty: 4364.183105
	Iteration 13Q: 3 clusters Score -771650.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -771724.375000 Penalty: 4364.183105
	Iteration 14Q: 3 clusters Score -771724.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -771798.937500 Penalty: 4364.183105
	Iteration 15Q: 3 clusters Score -771798.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -771849.812500 Penalty: 4364.183105
	Iteration 16Q: 3 clusters Score -771849.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -771888.500000 Penalty: 4364.183105
	Iteration 17Q: 3 clusters Score -771888.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -771924.187500 Penalty: 4364.183105
	Iteration 18Q: 3 clusters Score -771924.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -771959.750000 Penalty: 4364.183105
	Iteration 19Q: 3 clusters Score -771959.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -771988.687500 Penalty: 4364.183105
	Iteration 20F: 3 clusters Score -771988.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -772007.375000 Penalty: 4364.183105
	Iteration 21Q: 3 clusters Score -772007.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -772025.750000 Penalty: 4364.183105
	Iteration 22Q: 3 clusters Score -772025.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -772041.687500 Penalty: 4364.183105
	Iteration 23Q: 3 clusters Score -772041.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -772068.750000 Penalty: 4364.183105
	Iteration 24Q: 3 clusters Score -772068.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -772091.875000 Penalty: 4364.183105
	Iteration 25Q: 3 clusters Score -772091.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -772110.062500 Penalty: 4364.183105
	Iteration 26Q: 3 clusters Score -772110.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -772132.062500 Penalty: 4364.183105
	Iteration 27Q: 3 clusters Score -772132.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -772142.000000 Penalty: 4364.183105
	Iteration 28Q: 3 clusters Score -772142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -772153.187500 Penalty: 4364.183105
	Iteration 29Q: 3 clusters Score -772153.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -772162.187500 Penalty: 4364.183105
	Iteration 30Q: 3 clusters Score -772162.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -772167.375000 Penalty: 4364.183105
	Iteration 31Q: 3 clusters Score -772167.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -772170.437500 Penalty: 4364.183105
	Iteration 32Q: 3 clusters Score -772170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -772175.062500 Penalty: 4364.183105
	Iteration 33Q: 3 clusters Score -772175.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -772181.187500 Penalty: 4364.183105
	Iteration 34Q: 3 clusters Score -772181.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -772182.937500 Penalty: 4364.183105
	Iteration 35Q: 3 clusters Score -772182.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -772186.437500 Penalty: 4364.183105
	Iteration 36Q: 3 clusters Score -772186.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -772189.062500 Penalty: 4364.183105
	Iteration 37Q: 3 clusters Score -772189.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -772191.312500 Penalty: 4364.183105
	Iteration 38Q: 3 clusters Score -772191.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -772194.812500 Penalty: 4364.183105
	Iteration 39Q: 3 clusters Score -772194.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -772195.687500 Penalty: 4364.183105
	Iteration 40F: 3 clusters Score -772195.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -772195.500000 Penalty: 4364.183105
	Iteration 41Q: 3 clusters Score -772195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -772195.562500 Penalty: 4364.183105
	Iteration 42Q: 3 clusters Score -772195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -772196.687500 Penalty: 4364.183105
	Iteration 43Q: 3 clusters Score -772196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -772197.437500 Penalty: 4364.183105
	Iteration 44Q: 3 clusters Score -772197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -772195.562500 Penalty: 4364.183105
	Iteration 45Q: 3 clusters Score -772195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -772197.562500 Penalty: 4364.183105
	Iteration 46Q: 3 clusters Score -772197.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -772199.812500 Penalty: 4364.183105
	Iteration 47Q: 3 clusters Score -772199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -772199.562500 Penalty: 4364.183105
	Iteration 48Q: 3 clusters Score -772199.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -772199.562500 Penalty: 4364.183105
	Iteration 49F: 3 clusters Score -772199.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Entering Unmasked Estep 
Score: -2717422.250000 Penalty: 2492.413086
	Iteration 0F: 2 clusters Score -2717422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2701250.250000 Penalty: 4984.826172
	Iteration 0F: 3 clusters Score -2701250 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2706696.250000 Penalty: 4984.826172
	Iteration 1F: 3 clusters Score -2706696 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2707065.000000 Penalty: 4984.826172
	Iteration 2Q: 3 clusters Score -2707065 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2707389.000000 Penalty: 4984.826172
	Iteration 3Q: 3 clusters Score -2707389 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2707787.250000 Penalty: 4984.826172
	Iteration 4Q: 3 clusters Score -2707787 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2708288.750000 Penalty: 4984.826172
	Iteration 5Q: 3 clusters Score -2708289 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2708876.000000 Penalty: 4984.826172
	Iteration 6Q: 3 clusters Score -2708876 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2709551.500000 Penalty: 4984.826172
	Iteration 7Q: 3 clusters Score -2709552 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2710309.250000 Penalty: 4984.826172
	Iteration 8Q: 3 clusters Score -2710309 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2711105.500000 Penalty: 4984.826172
	Iteration 9Q: 3 clusters Score -2711106 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2711913.750000 Penalty: 4984.826172
	Iteration 10Q: 3 clusters Score -2711914 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2712675.500000 Penalty: 4984.826172
	Iteration 11Q: 3 clusters Score -2712676 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2713298.500000 Penalty: 4984.826172
	Iteration 12Q: 3 clusters Score -2713298 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2713810.000000 Penalty: 4984.826172
	Iteration 13Q: 3 clusters Score -2713810 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2714163.000000 Penalty: 4984.826172
	Iteration 14Q: 3 clusters Score -2714163 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2714403.000000 Penalty: 4984.826172
	Iteration 15Q: 3 clusters Score -2714403 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2714585.250000 Penalty: 4984.826172
	Iteration 16Q: 3 clusters Score -2714585 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2714752.000000 Penalty: 4984.826172
	Iteration 17Q: 3 clusters Score -2714752 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2714920.750000 Penalty: 4984.826172
	Iteration 18Q: 3 clusters Score -2714921 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2715073.000000 Penalty: 4984.826172
	Iteration 19Q: 3 clusters Score -2715073 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2715233.750000 Penalty: 4984.826172
	Iteration 20F: 3 clusters Score -2715234 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2715402.000000 Penalty: 4984.826172
	Iteration 21Q: 3 clusters Score -2715402 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2715551.250000 Penalty: 4984.826172
	Iteration 22Q: 3 clusters Score -2715551 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2715650.750000 Penalty: 4984.826172
	Iteration 23Q: 3 clusters Score -2715651 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2715750.000000 Penalty: 4984.826172
	Iteration 24Q: 3 clusters Score -2715750 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2715804.500000 Penalty: 4984.826172
	Iteration 25Q: 3 clusters Score -2715804 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2715863.750000 Penalty: 4984.826172
	Iteration 26Q: 3 clusters Score -2715864 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2715913.000000 Penalty: 4984.826172
	Iteration 27Q: 3 clusters Score -2715913 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2715940.500000 Penalty: 4984.826172
	Iteration 28Q: 3 clusters Score -2715940 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2715970.500000 Penalty: 4984.826172
	Iteration 29Q: 3 clusters Score -2715970 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2716006.250000 Penalty: 4984.826172
	Iteration 30Q: 3 clusters Score -2716006 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2716032.500000 Penalty: 4984.826172
	Iteration 31Q: 3 clusters Score -2716032 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2716053.250000 Penalty: 4984.826172
	Iteration 32Q: 3 clusters Score -2716053 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2716073.000000 Penalty: 4984.826172
	Iteration 33Q: 3 clusters Score -2716073 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2716101.000000 Penalty: 4984.826172
	Iteration 34Q: 3 clusters Score -2716101 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2716124.250000 Penalty: 4984.826172
	Iteration 35Q: 3 clusters Score -2716124 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2716130.750000 Penalty: 4984.826172
	Iteration 36Q: 3 clusters Score -2716131 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2716151.500000 Penalty: 4984.826172
	Iteration 37Q: 3 clusters Score -2716152 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2716167.500000 Penalty: 4984.826172
	Iteration 38Q: 3 clusters Score -2716168 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2716169.500000 Penalty: 4984.826172
	Iteration 39Q: 3 clusters Score -2716170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2716193.000000 Penalty: 4984.826172
	Iteration 40F: 3 clusters Score -2716193 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2716188.000000 Penalty: 4984.826172
	Iteration 41Q: 3 clusters Score -2716188 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2716198.250000 Penalty: 4984.826172
	Iteration 42Q: 3 clusters Score -2716198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2716212.500000 Penalty: 4984.826172
	Iteration 43Q: 3 clusters Score -2716212 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2716230.500000 Penalty: 4984.826172
	Iteration 44Q: 3 clusters Score -2716230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2716230.250000 Penalty: 4984.826172
	Iteration 45Q: 3 clusters Score -2716230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2716241.500000 Penalty: 4984.826172
	Iteration 46Q: 3 clusters Score -2716242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2716244.750000 Penalty: 4984.826172
	Iteration 47Q: 3 clusters Score -2716245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2716244.500000 Penalty: 4984.826172
	Iteration 48Q: 3 clusters Score -2716244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2716241.500000 Penalty: 4984.826172
	Iteration 49Q: 3 clusters Score -2716242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2716241.250000 Penalty: 4984.826172
	Iteration 50Q: 3 clusters Score -2716241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2716245.750000 Penalty: 4984.826172
	Iteration 51Q: 3 clusters Score -2716246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2716244.750000 Penalty: 4984.826172
	Iteration 52Q: 3 clusters Score -2716245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2716248.750000 Penalty: 4984.826172
	Iteration 53Q: 3 clusters Score -2716249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2716247.000000 Penalty: 4984.826172
	Iteration 54Q: 3 clusters Score -2716247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2716254.000000 Penalty: 4984.826172
	Iteration 55Q: 3 clusters Score -2716254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2716256.000000 Penalty: 4984.826172
	Iteration 56Q: 3 clusters Score -2716256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2716266.500000 Penalty: 4984.826172
	Iteration 57Q: 3 clusters Score -2716266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2716266.500000 Penalty: 4984.826172
	Iteration 58Q: 3 clusters Score -2716266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2716262.500000 Penalty: 4984.826172
	Iteration 59Q: 3 clusters Score -2716262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2716267.500000 Penalty: 4984.826172
	Iteration 60F: 3 clusters Score -2716268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2716266.500000 Penalty: 4984.826172
	Iteration 61Q: 3 clusters Score -2716266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2716270.250000 Penalty: 4984.826172
	Iteration 62Q: 3 clusters Score -2716270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2716266.750000 Penalty: 4984.826172
	Iteration 63Q: 3 clusters Score -2716267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2716271.750000 Penalty: 4984.826172
	Iteration 64Q: 3 clusters Score -2716272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2716272.250000 Penalty: 4984.826172
	Iteration 65Q: 3 clusters Score -2716272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2716273.500000 Penalty: 4984.826172
	Iteration 66Q: 3 clusters Score -2716274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2716275.500000 Penalty: 4984.826172
	Iteration 67Q: 3 clusters Score -2716276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2716285.000000 Penalty: 4984.826172
	Iteration 68Q: 3 clusters Score -2716285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2716284.750000 Penalty: 4984.826172
	Iteration 69Q: 3 clusters Score -2716285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2716287.250000 Penalty: 4984.826172
	Iteration 70Q: 3 clusters Score -2716287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2716289.000000 Penalty: 4984.826172
	Iteration 71Q: 3 clusters Score -2716289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2716291.250000 Penalty: 4984.826172
	Iteration 72Q: 3 clusters Score -2716291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2716290.750000 Penalty: 4984.826172
	Iteration 73Q: 3 clusters Score -2716291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2716289.250000 Penalty: 4984.826172
	Iteration 74Q: 3 clusters Score -2716289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2716287.500000 Penalty: 4984.826172
	Iteration 75Q: 3 clusters Score -2716288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2716294.500000 Penalty: 4984.826172
	Iteration 76Q: 3 clusters Score -2716294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2716297.250000 Penalty: 4984.826172
	Iteration 77Q: 3 clusters Score -2716297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2716300.000000 Penalty: 4984.826172
	Iteration 78Q: 3 clusters Score -2716300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2716297.500000 Penalty: 4984.826172
	Iteration 79Q: 3 clusters Score -2716298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2716293.750000 Penalty: 4984.826172
	Iteration 80F: 3 clusters Score -2716294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2716294.250000 Penalty: 4984.826172
	Iteration 81Q: 3 clusters Score -2716294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2716295.750000 Penalty: 4984.826172
	Iteration 82Q: 3 clusters Score -2716296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2716297.500000 Penalty: 4984.826172
	Iteration 83Q: 3 clusters Score -2716298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2716292.500000 Penalty: 4984.826172
	Iteration 84Q: 3 clusters Score -2716292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2716292.250000 Penalty: 4984.826172
	Iteration 85Q: 3 clusters Score -2716292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2716299.750000 Penalty: 4984.826172
	Iteration 86Q: 3 clusters Score -2716300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2716299.500000 Penalty: 4984.826172
	Iteration 87Q: 3 clusters Score -2716300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2716304.000000 Penalty: 4984.826172
	Iteration 88Q: 3 clusters Score -2716304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2716308.250000 Penalty: 4984.826172
	Iteration 89Q: 3 clusters Score -2716308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2716307.500000 Penalty: 4984.826172
	Iteration 90Q: 3 clusters Score -2716308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2716302.750000 Penalty: 4984.826172
	Iteration 91Q: 3 clusters Score -2716303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2716298.750000 Penalty: 4984.826172
	Iteration 92Q: 3 clusters Score -2716299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2716307.250000 Penalty: 4984.826172
	Iteration 93Q: 3 clusters Score -2716307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2716315.250000 Penalty: 4984.826172
	Iteration 94Q: 3 clusters Score -2716315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2716313.000000 Penalty: 4984.826172
	Iteration 95Q: 3 clusters Score -2716313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2716320.750000 Penalty: 4984.826172
	Iteration 96Q: 3 clusters Score -2716321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2716320.500000 Penalty: 4984.826172
	Iteration 97Q: 3 clusters Score -2716320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2716325.000000 Penalty: 4984.826172
	Iteration 98Q: 3 clusters Score -2716325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2716321.250000 Penalty: 4984.826172
	Iteration 99Q: 3 clusters Score -2716321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2716320.000000 Penalty: 4984.826172
	Iteration 100F: 3 clusters Score -2716320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2716325.500000 Penalty: 4984.826172
	Iteration 101Q: 3 clusters Score -2716326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2716320.250000 Penalty: 4984.826172
	Iteration 102Q: 3 clusters Score -2716320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2716320.000000 Penalty: 4984.826172
	Iteration 103Q: 3 clusters Score -2716320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2716319.000000 Penalty: 4984.826172
	Iteration 104Q: 3 clusters Score -2716319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2716319.000000 Penalty: 4984.826172
	Iteration 105Q: 3 clusters Score -2716319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2716316.250000 Penalty: 4984.826172
	Iteration 106Q: 3 clusters Score -2716316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2716314.250000 Penalty: 4984.826172
	Iteration 107Q: 3 clusters Score -2716314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2716312.750000 Penalty: 4984.826172
	Iteration 108Q: 3 clusters Score -2716313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2716311.750000 Penalty: 4984.826172
	Iteration 109Q: 3 clusters Score -2716312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2716313.250000 Penalty: 4984.826172
	Iteration 110Q: 3 clusters Score -2716313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2716313.250000 Penalty: 4984.826172
	Iteration 111Q: 3 clusters Score -2716313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2716312.250000 Penalty: 4984.826172
	Iteration 112Q: 3 clusters Score -2716312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2716311.250000 Penalty: 4984.826172
	Iteration 113Q: 3 clusters Score -2716311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2716312.000000 Penalty: 4984.826172
	Iteration 114Q: 3 clusters Score -2716312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2716310.500000 Penalty: 4984.826172
	Iteration 115Q: 3 clusters Score -2716310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2716313.750000 Penalty: 4984.826172
	Iteration 116Q: 3 clusters Score -2716314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2716310.250000 Penalty: 4984.826172
	Iteration 117Q: 3 clusters Score -2716310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2716310.250000 Penalty: 4984.826172
	Iteration 118F: 3 clusters Score -2716310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -58687.609375 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -58687.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57121.699219 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -57121.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57292.382812 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -57292.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57318.375000 Penalty: 3112.281982
	Iteration 2Q: 3 clusters Score -57318.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57325.191406 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -57325.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57330.730469 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -57330.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57337.273438 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -57337.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57342.882812 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -57342.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57349.105469 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -57349.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57349.105469 Penalty: 3112.281982
	Iteration 8F: 3 clusters Score -57349.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Entering Unmasked Estep 
Score: -503810.656250 Penalty: 2089.691162
	Iteration 0F: 2 clusters Score -503810.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -499558.687500 Penalty: 4179.382324
	Iteration 0F: 3 clusters Score -499558.7 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -500577.687500 Penalty: 4179.382324
	Iteration 1F: 3 clusters Score -500577.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -500812.562500 Penalty: 4179.382324
	Iteration 2F: 3 clusters Score -500812.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -501012.718750 Penalty: 4179.382324
	Iteration 3F: 3 clusters Score -501012.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -501233.281250 Penalty: 4179.382324
	Iteration 4Q: 3 clusters Score -501233.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -501404.812500 Penalty: 4179.382324
	Iteration 5Q: 3 clusters Score -501404.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -501547.687500 Penalty: 4179.382324
	Iteration 6Q: 3 clusters Score -501547.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -501648.562500 Penalty: 4179.382324
	Iteration 7Q: 3 clusters Score -501648.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -501741.875000 Penalty: 4179.382324
	Iteration 8Q: 3 clusters Score -501741.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -501815.312500 Penalty: 4179.382324
	Iteration 9Q: 3 clusters Score -501815.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -501880.218750 Penalty: 4179.382324
	Iteration 10Q: 3 clusters Score -501880.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -501940.812500 Penalty: 4179.382324
	Iteration 11Q: 3 clusters Score -501940.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -502004.687500 Penalty: 4179.382324
	Iteration 12Q: 3 clusters Score -502004.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -502076.906250 Penalty: 4179.382324
	Iteration 13Q: 3 clusters Score -502076.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -502136.218750 Penalty: 4179.382324
	Iteration 14Q: 3 clusters Score -502136.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -502192.875000 Penalty: 4179.382324
	Iteration 15Q: 3 clusters Score -502192.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -502235.156250 Penalty: 4179.382324
	Iteration 16Q: 3 clusters Score -502235.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -502263.843750 Penalty: 4179.382324
	Iteration 17Q: 3 clusters Score -502263.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -502293.281250 Penalty: 4179.382324
	Iteration 18Q: 3 clusters Score -502293.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -502314.281250 Penalty: 4179.382324
	Iteration 19Q: 3 clusters Score -502314.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -502331.906250 Penalty: 4179.382324
	Iteration 20F: 3 clusters Score -502331.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -502350.906250 Penalty: 4179.382324
	Iteration 21Q: 3 clusters Score -502350.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -502371.406250 Penalty: 4179.382324
	Iteration 22Q: 3 clusters Score -502371.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -502384.343750 Penalty: 4179.382324
	Iteration 23Q: 3 clusters Score -502384.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -502399.937500 Penalty: 4179.382324
	Iteration 24Q: 3 clusters Score -502399.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -502416.531250 Penalty: 4179.382324
	Iteration 25Q: 3 clusters Score -502416.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -502431.750000 Penalty: 4179.382324
	Iteration 26Q: 3 clusters Score -502431.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -502449.375000 Penalty: 4179.382324
	Iteration 27Q: 3 clusters Score -502449.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -502468.031250 Penalty: 4179.382324
	Iteration 28Q: 3 clusters Score -502468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -502489.125000 Penalty: 4179.382324
	Iteration 29Q: 3 clusters Score -502489.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -502502.531250 Penalty: 4179.382324
	Iteration 30Q: 3 clusters Score -502502.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -502511.156250 Penalty: 4179.382324
	Iteration 31Q: 3 clusters Score -502511.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -502515.343750 Penalty: 4179.382324
	Iteration 32Q: 3 clusters Score -502515.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -502517.718750 Penalty: 4179.382324
	Iteration 33Q: 3 clusters Score -502517.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -502520.562500 Penalty: 4179.382324
	Iteration 34Q: 3 clusters Score -502520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -502521.562500 Penalty: 4179.382324
	Iteration 35Q: 3 clusters Score -502521.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -502524.125000 Penalty: 4179.382324
	Iteration 36Q: 3 clusters Score -502524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -502524.687500 Penalty: 4179.382324
	Iteration 37Q: 3 clusters Score -502524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -502527.593750 Penalty: 4179.382324
	Iteration 38Q: 3 clusters Score -502527.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -502530.468750 Penalty: 4179.382324
	Iteration 39Q: 3 clusters Score -502530.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -502533.875000 Penalty: 4179.382324
	Iteration 40F: 3 clusters Score -502533.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -502538.093750 Penalty: 4179.382324
	Iteration 41Q: 3 clusters Score -502538.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -502542.093750 Penalty: 4179.382324
	Iteration 42Q: 3 clusters Score -502542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -502544.843750 Penalty: 4179.382324
	Iteration 43Q: 3 clusters Score -502544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -502547.656250 Penalty: 4179.382324
	Iteration 44Q: 3 clusters Score -502547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -502548.187500 Penalty: 4179.382324
	Iteration 45Q: 3 clusters Score -502548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -502549.250000 Penalty: 4179.382324
	Iteration 46Q: 3 clusters Score -502549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -502550.750000 Penalty: 4179.382324
	Iteration 47Q: 3 clusters Score -502550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -502550.750000 Penalty: 4179.382324
	Iteration 48Q: 3 clusters Score -502550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -502551.343750 Penalty: 4179.382324
	Iteration 49Q: 3 clusters Score -502551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -502551.687500 Penalty: 4179.382324
	Iteration 50Q: 3 clusters Score -502551.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -502551.687500 Penalty: 4179.382324
	Iteration 51F: 3 clusters Score -502551.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Entering Unmasked Estep 
Score: -660005.500000 Penalty: 2148.901123
	Iteration 0F: 2 clusters Score -660005.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -655039.187500 Penalty: 4297.802246
	Iteration 0F: 3 clusters Score -655039.2 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -656196.750000 Penalty: 4297.802246
	Iteration 1F: 3 clusters Score -656196.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -656416.312500 Penalty: 4297.802246
	Iteration 2F: 3 clusters Score -656416.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -656541.562500 Penalty: 4297.802246
	Iteration 3Q: 3 clusters Score -656541.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -656617.625000 Penalty: 4297.802246
	Iteration 4Q: 3 clusters Score -656617.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -656676.250000 Penalty: 4297.802246
	Iteration 5Q: 3 clusters Score -656676.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -656724.875000 Penalty: 4297.802246
	Iteration 6Q: 3 clusters Score -656724.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -656767.437500 Penalty: 4297.802246
	Iteration 7Q: 3 clusters Score -656767.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -656797.062500 Penalty: 4297.802246
	Iteration 8Q: 3 clusters Score -656797.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -656820.500000 Penalty: 4297.802246
	Iteration 9Q: 3 clusters Score -656820.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -656840.562500 Penalty: 4297.802246
	Iteration 10Q: 3 clusters Score -656840.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -656859.750000 Penalty: 4297.802246
	Iteration 11Q: 3 clusters Score -656859.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -656873.437500 Penalty: 4297.802246
	Iteration 12Q: 3 clusters Score -656873.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -656882.375000 Penalty: 4297.802246
	Iteration 13Q: 3 clusters Score -656882.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -656890.500000 Penalty: 4297.802246
	Iteration 14Q: 3 clusters Score -656890.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -656900.625000 Penalty: 4297.802246
	Iteration 15Q: 3 clusters Score -656900.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -656905.000000 Penalty: 4297.802246
	Iteration 16Q: 3 clusters Score -656905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -656910.000000 Penalty: 4297.802246
	Iteration 17Q: 3 clusters Score -656910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -656914.062500 Penalty: 4297.802246
	Iteration 18Q: 3 clusters Score -656914.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -656921.187500 Penalty: 4297.802246
	Iteration 19Q: 3 clusters Score -656921.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -656933.125000 Penalty: 4297.802246
	Iteration 20F: 3 clusters Score -656933.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -656941.437500 Penalty: 4297.802246
	Iteration 21Q: 3 clusters Score -656941.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -656951.687500 Penalty: 4297.802246
	Iteration 22Q: 3 clusters Score -656951.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -656967.437500 Penalty: 4297.802246
	Iteration 23Q: 3 clusters Score -656967.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -656987.125000 Penalty: 4297.802246
	Iteration 24Q: 3 clusters Score -656987.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -657013.750000 Penalty: 4297.802246
	Iteration 25Q: 3 clusters Score -657013.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -657040.187500 Penalty: 4297.802246
	Iteration 26Q: 3 clusters Score -657040.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -657067.187500 Penalty: 4297.802246
	Iteration 27Q: 3 clusters Score -657067.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -657100.125000 Penalty: 4297.802246
	Iteration 28Q: 3 clusters Score -657100.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -657137.562500 Penalty: 4297.802246
	Iteration 29Q: 3 clusters Score -657137.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -657182.250000 Penalty: 4297.802246
	Iteration 30Q: 3 clusters Score -657182.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -657217.312500 Penalty: 4297.802246
	Iteration 31Q: 3 clusters Score -657217.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -657253.937500 Penalty: 4297.802246
	Iteration 32Q: 3 clusters Score -657253.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -657280.937500 Penalty: 4297.802246
	Iteration 33Q: 3 clusters Score -657280.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -657314.000000 Penalty: 4297.802246
	Iteration 34Q: 3 clusters Score -657314 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -657352.812500 Penalty: 4297.802246
	Iteration 35Q: 3 clusters Score -657352.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -657394.187500 Penalty: 4297.802246
	Iteration 36Q: 3 clusters Score -657394.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -657441.375000 Penalty: 4297.802246
	Iteration 37Q: 3 clusters Score -657441.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -657494.312500 Penalty: 4297.802246
	Iteration 38Q: 3 clusters Score -657494.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -657541.187500 Penalty: 4297.802246
	Iteration 39Q: 3 clusters Score -657541.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -657583.562500 Penalty: 4297.802246
	Iteration 40F: 3 clusters Score -657583.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -657630.875000 Penalty: 4297.802246
	Iteration 41Q: 3 clusters Score -657630.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -657686.562500 Penalty: 4297.802246
	Iteration 42Q: 3 clusters Score -657686.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -657733.062500 Penalty: 4297.802246
	Iteration 43Q: 3 clusters Score -657733.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -657781.062500 Penalty: 4297.802246
	Iteration 44Q: 3 clusters Score -657781.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -657823.375000 Penalty: 4297.802246
	Iteration 45Q: 3 clusters Score -657823.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -657855.875000 Penalty: 4297.802246
	Iteration 46Q: 3 clusters Score -657855.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -657881.062500 Penalty: 4297.802246
	Iteration 47Q: 3 clusters Score -657881.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -657898.125000 Penalty: 4297.802246
	Iteration 48Q: 3 clusters Score -657898.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -657917.187500 Penalty: 4297.802246
	Iteration 49Q: 3 clusters Score -657917.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -657930.375000 Penalty: 4297.802246
	Iteration 50Q: 3 clusters Score -657930.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -657951.437500 Penalty: 4297.802246
	Iteration 51Q: 3 clusters Score -657951.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -657967.375000 Penalty: 4297.802246
	Iteration 52Q: 3 clusters Score -657967.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -657983.000000 Penalty: 4297.802246
	Iteration 53Q: 3 clusters Score -657983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -658003.687500 Penalty: 4297.802246
	Iteration 54Q: 3 clusters Score -658003.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -658022.062500 Penalty: 4297.802246
	Iteration 55Q: 3 clusters Score -658022.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -658038.687500 Penalty: 4297.802246
	Iteration 56Q: 3 clusters Score -658038.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -658052.625000 Penalty: 4297.802246
	Iteration 57Q: 3 clusters Score -658052.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -658065.312500 Penalty: 4297.802246
	Iteration 58Q: 3 clusters Score -658065.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -658071.937500 Penalty: 4297.802246
	Iteration 59Q: 3 clusters Score -658071.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -658076.562500 Penalty: 4297.802246
	Iteration 60F: 3 clusters Score -658076.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -658080.812500 Penalty: 4297.802246
	Iteration 61Q: 3 clusters Score -658080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -658085.375000 Penalty: 4297.802246
	Iteration 62Q: 3 clusters Score -658085.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -658089.562500 Penalty: 4297.802246
	Iteration 63Q: 3 clusters Score -658089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -658094.125000 Penalty: 4297.802246
	Iteration 64Q: 3 clusters Score -658094.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -658097.187500 Penalty: 4297.802246
	Iteration 65Q: 3 clusters Score -658097.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -658104.437500 Penalty: 4297.802246
	Iteration 66Q: 3 clusters Score -658104.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -658111.875000 Penalty: 4297.802246
	Iteration 67Q: 3 clusters Score -658111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -658120.187500 Penalty: 4297.802246
	Iteration 68Q: 3 clusters Score -658120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -658125.812500 Penalty: 4297.802246
	Iteration 69Q: 3 clusters Score -658125.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -658134.562500 Penalty: 4297.802246
	Iteration 70Q: 3 clusters Score -658134.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -658138.250000 Penalty: 4297.802246
	Iteration 71Q: 3 clusters Score -658138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -658140.937500 Penalty: 4297.802246
	Iteration 72Q: 3 clusters Score -658140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -658142.875000 Penalty: 4297.802246
	Iteration 73Q: 3 clusters Score -658142.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -658145.187500 Penalty: 4297.802246
	Iteration 74Q: 3 clusters Score -658145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -658145.500000 Penalty: 4297.802246
	Iteration 75Q: 3 clusters Score -658145.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -658145.500000 Penalty: 4297.802246
	Iteration 76F: 3 clusters Score -658145.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (321497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321497 members 
Entering Unmasked Estep 
Score: -36838592.000000 Penalty: 3144.824219
	Iteration 0F: 2 clusters Score -3.683859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160291 members 
Mstep: Class 2 contains 161206 members 
Entering Unmasked Estep 
Score: -36652116.000000 Penalty: 6289.648438
	Iteration 0F: 3 clusters Score -3.665212e+07 nChanged 156114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153811 members 
Mstep: Class 2 contains 167686 members 
Entering Unmasked Estep 
Score: -36745360.000000 Penalty: 6289.648438
	Iteration 1F: 3 clusters Score -3.674536e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149402 members 
Mstep: Class 2 contains 172095 members 
Entering Unmasked Estep 
Score: -36747060.000000 Penalty: 6289.648438
	Iteration 2Q: 3 clusters Score -3.674706e+07 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142286 members 
Mstep: Class 2 contains 179211 members 
Entering Unmasked Estep 
Score: -36749600.000000 Penalty: 6289.648438
	Iteration 3Q: 3 clusters Score -3.67496e+07 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131349 members 
Mstep: Class 2 contains 190148 members 
Entering Unmasked Estep 
Score: -36754436.000000 Penalty: 6289.648438
	Iteration 4Q: 3 clusters Score -3.675444e+07 nChanged 17277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114726 members 
Mstep: Class 2 contains 206771 members 
Entering Unmasked Estep 
Score: -36763444.000000 Penalty: 6289.648438
	Iteration 5F: 3 clusters Score -3.676344e+07 nChanged 23394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 229903 members 
Entering Unmasked Estep 
Score: -36779112.000000 Penalty: 6289.648438
	Iteration 6F: 3 clusters Score -3.677911e+07 nChanged 28910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 258767 members 
Entering Unmasked Estep 
Score: -36803568.000000 Penalty: 6289.648438
	Iteration 7F: 3 clusters Score -3.680357e+07 nChanged 27950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 286713 members 
Entering Unmasked Estep 
Score: -36828752.000000 Penalty: 6289.648438
	Iteration 8F: 3 clusters Score -3.682875e+07 nChanged 19144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 305857 members 
Entering Unmasked Estep 
Score: -36838388.000000 Penalty: 6289.648438
	Iteration 9F: 3 clusters Score -3.683839e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 314488 members 
Entering Unmasked Estep 
Score: -36838196.000000 Penalty: 6289.648438
	Iteration 10Q: 3 clusters Score -3.68382e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 317637 members 
Entering Unmasked Estep 
Score: -36837924.000000 Penalty: 6289.648438
	Iteration 11Q: 3 clusters Score -3.683792e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 318825 members 
Entering Unmasked Estep 
Score: -36837764.000000 Penalty: 6289.648438
	Iteration 12Q: 3 clusters Score -3.683776e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 319276 members 
Entering Unmasked Estep 
Score: -36837680.000000 Penalty: 6289.648438
	Iteration 13Q: 3 clusters Score -3.683768e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 319497 members 
Entering Unmasked Estep 
Score: -36837792.000000 Penalty: 6289.648438
	Iteration 14Q: 3 clusters Score -3.683779e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 319618 members 
Entering Unmasked Estep 
Score: -36837764.000000 Penalty: 6289.648438
	Iteration 15Q: 3 clusters Score -3.683776e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 319700 members 
Entering Unmasked Estep 
Score: -36837836.000000 Penalty: 6289.648438
	Iteration 16Q: 3 clusters Score -3.683784e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 319754 members 
Entering Unmasked Estep 
Score: -36837836.000000 Penalty: 6289.648438
	Iteration 17Q: 3 clusters Score -3.683784e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 319783 members 
Entering Unmasked Estep 
Score: -36837856.000000 Penalty: 6289.648438
	Iteration 18Q: 3 clusters Score -3.683786e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 319804 members 
Entering Unmasked Estep 
Score: -36837836.000000 Penalty: 6289.648438
	Iteration 19Q: 3 clusters Score -3.683784e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 319810 members 
Entering Unmasked Estep 
Score: -36837868.000000 Penalty: 6289.648438
	Iteration 20F: 3 clusters Score -3.683787e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 319821 members 
Entering Unmasked Estep 
Score: -36837852.000000 Penalty: 6289.648438
	Iteration 21Q: 3 clusters Score -3.683785e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 319830 members 
Entering Unmasked Estep 
Score: -36837896.000000 Penalty: 6289.648438
	Iteration 22Q: 3 clusters Score -3.68379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 319842 members 
Entering Unmasked Estep 
Score: -36837884.000000 Penalty: 6289.648438
	Iteration 23Q: 3 clusters Score -3.683788e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 319852 members 
Entering Unmasked Estep 
Score: -36837892.000000 Penalty: 6289.648438
	Iteration 24Q: 3 clusters Score -3.683789e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 319861 members 
Entering Unmasked Estep 
Score: -36837896.000000 Penalty: 6289.648438
	Iteration 25Q: 3 clusters Score -3.68379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 319866 members 
Entering Unmasked Estep 
Score: -36837900.000000 Penalty: 6289.648438
	Iteration 26Q: 3 clusters Score -3.68379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 319874 members 
Entering Unmasked Estep 
Score: -36837896.000000 Penalty: 6289.648438
	Iteration 27Q: 3 clusters Score -3.68379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 319872 members 
Entering Unmasked Estep 
Score: -36837932.000000 Penalty: 6289.648438
	Iteration 28Q: 3 clusters Score -3.683793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 319882 members 
Entering Unmasked Estep 
Score: -36837924.000000 Penalty: 6289.648438
	Iteration 29Q: 3 clusters Score -3.683792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 319891 members 
Entering Unmasked Estep 
Score: -36837916.000000 Penalty: 6289.648438
	Iteration 30Q: 3 clusters Score -3.683792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 319892 members 
Entering Unmasked Estep 
Score: -36837920.000000 Penalty: 6289.648438
	Iteration 31Q: 3 clusters Score -3.683792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 319888 members 
Entering Unmasked Estep 
Score: -36837928.000000 Penalty: 6289.648438
	Iteration 32Q: 3 clusters Score -3.683793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 319885 members 
Entering Unmasked Estep 
Score: -36837956.000000 Penalty: 6289.648438
	Iteration 33Q: 3 clusters Score -3.683796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 319883 members 
Entering Unmasked Estep 
Score: -36837980.000000 Penalty: 6289.648438
	Iteration 34Q: 3 clusters Score -3.683798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 319885 members 
Entering Unmasked Estep 
Score: -36837948.000000 Penalty: 6289.648438
	Iteration 35Q: 3 clusters Score -3.683795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 319893 members 
Entering Unmasked Estep 
Score: -36837912.000000 Penalty: 6289.648438
	Iteration 36Q: 3 clusters Score -3.683791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 319894 members 
Entering Unmasked Estep 
Score: -36837908.000000 Penalty: 6289.648438
	Iteration 37Q: 3 clusters Score -3.683791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 319892 members 
Entering Unmasked Estep 
Score: -36837908.000000 Penalty: 6289.648438
	Iteration 38Q: 3 clusters Score -3.683791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 319894 members 
Entering Unmasked Estep 
Score: -36837896.000000 Penalty: 6289.648438
	Iteration 39Q: 3 clusters Score -3.68379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 319893 members 
Entering Unmasked Estep 
Score: -36837896.000000 Penalty: 6289.648438
	Iteration 40F: 3 clusters Score -3.68379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 319892 members 
Entering Unmasked Estep 
Score: -36837912.000000 Penalty: 6289.648438
	Iteration 41Q: 3 clusters Score -3.683791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 319892 members 
Entering Unmasked Estep 
Score: -36837916.000000 Penalty: 6289.648438
	Iteration 42Q: 3 clusters Score -3.683792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 319890 members 
Entering Unmasked Estep 
Score: -36837912.000000 Penalty: 6289.648438
	Iteration 43Q: 3 clusters Score -3.683791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 319891 members 
Entering Unmasked Estep 
Score: -36837908.000000 Penalty: 6289.648438
	Iteration 44Q: 3 clusters Score -3.683791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 319892 members 
Entering Unmasked Estep 
Score: -36837916.000000 Penalty: 6289.648438
	Iteration 45Q: 3 clusters Score -3.683792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 319889 members 
Entering Unmasked Estep 
Score: -36837908.000000 Penalty: 6289.648438
	Iteration 46Q: 3 clusters Score -3.683791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 319889 members 
Entering Unmasked Estep 
Score: -36837916.000000 Penalty: 6289.648438
	Iteration 47Q: 3 clusters Score -3.683792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 319893 members 
Entering Unmasked Estep 
Score: -36837900.000000 Penalty: 6289.648438
	Iteration 48Q: 3 clusters Score -3.68379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 319894 members 
Entering Unmasked Estep 
Score: -36837884.000000 Penalty: 6289.648438
	Iteration 49Q: 3 clusters Score -3.683788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 319893 members 
Entering Unmasked Estep 
Score: -36837892.000000 Penalty: 6289.648438
	Iteration 50Q: 3 clusters Score -3.683789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 319892 members 
Entering Unmasked Estep 
Score: -36837888.000000 Penalty: 6289.648438
	Iteration 51Q: 3 clusters Score -3.683789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 319892 members 
Entering Unmasked Estep 
Score: -36837888.000000 Penalty: 6289.648438
	Iteration 52F: 3 clusters Score -3.683789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -304903.250000 Penalty: 1953.218018
	Iteration 0F: 2 clusters Score -304903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -301860.500000 Penalty: 3906.436035
	Iteration 0F: 3 clusters Score -301860.5 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -302453.312500 Penalty: 3906.436035
	Iteration 1F: 3 clusters Score -302453.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -302593.750000 Penalty: 3906.436035
	Iteration 2F: 3 clusters Score -302593.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -302668.500000 Penalty: 3906.436035
	Iteration 3Q: 3 clusters Score -302668.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -302703.031250 Penalty: 3906.436035
	Iteration 4Q: 3 clusters Score -302703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -302727.875000 Penalty: 3906.436035
	Iteration 5Q: 3 clusters Score -302727.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -302751.593750 Penalty: 3906.436035
	Iteration 6Q: 3 clusters Score -302751.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -302769.718750 Penalty: 3906.436035
	Iteration 7Q: 3 clusters Score -302769.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -302784.093750 Penalty: 3906.436035
	Iteration 8Q: 3 clusters Score -302784.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -302794.375000 Penalty: 3906.436035
	Iteration 9Q: 3 clusters Score -302794.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -302801.937500 Penalty: 3906.436035
	Iteration 10Q: 3 clusters Score -302801.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -302810.843750 Penalty: 3906.436035
	Iteration 11Q: 3 clusters Score -302810.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -302819.781250 Penalty: 3906.436035
	Iteration 12Q: 3 clusters Score -302819.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -302825.031250 Penalty: 3906.436035
	Iteration 13Q: 3 clusters Score -302825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -302829.625000 Penalty: 3906.436035
	Iteration 14Q: 3 clusters Score -302829.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -302836.281250 Penalty: 3906.436035
	Iteration 15Q: 3 clusters Score -302836.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -302843.937500 Penalty: 3906.436035
	Iteration 16Q: 3 clusters Score -302843.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -302848.281250 Penalty: 3906.436035
	Iteration 17Q: 3 clusters Score -302848.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -302852.875000 Penalty: 3906.436035
	Iteration 18Q: 3 clusters Score -302852.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -302855.531250 Penalty: 3906.436035
	Iteration 19Q: 3 clusters Score -302855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -302856.906250 Penalty: 3906.436035
	Iteration 20F: 3 clusters Score -302856.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -302859.625000 Penalty: 3906.436035
	Iteration 21Q: 3 clusters Score -302859.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -302861.562500 Penalty: 3906.436035
	Iteration 22Q: 3 clusters Score -302861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -302863.531250 Penalty: 3906.436035
	Iteration 23Q: 3 clusters Score -302863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -302865.000000 Penalty: 3906.436035
	Iteration 24Q: 3 clusters Score -302865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -302865.593750 Penalty: 3906.436035
	Iteration 25Q: 3 clusters Score -302865.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -302865.593750 Penalty: 3906.436035
	Iteration 26F: 3 clusters Score -302865.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -24934.019531 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -24934.02 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 139 members 
Entering Unmasked Estep 
Score: -23662.060547 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -23662.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23870.361328 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -23870.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23981.357422 Penalty: 2801.891357
	Iteration 2F: 3 clusters Score -23981.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24032.720703 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -24032.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24076.984375 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -24076.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24120.724609 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -24120.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24139.130859 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -24139.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24166.982422 Penalty: 2801.891357
	Iteration 7Q: 3 clusters Score -24166.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24175.716797 Penalty: 2801.891357
	Iteration 8Q: 3 clusters Score -24175.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24202.107422 Penalty: 2801.891357
	Iteration 9Q: 3 clusters Score -24202.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24261.763672 Penalty: 2801.891357
	Iteration 10Q: 3 clusters Score -24261.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24285.304688 Penalty: 2801.891357
	Iteration 11Q: 3 clusters Score -24285.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24306.519531 Penalty: 2801.891357
	Iteration 12Q: 3 clusters Score -24306.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24310.486328 Penalty: 2801.891357
	Iteration 13Q: 3 clusters Score -24310.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24316.269531 Penalty: 2801.891357
	Iteration 14Q: 3 clusters Score -24316.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24316.269531 Penalty: 2801.891357
	Iteration 15F: 3 clusters Score -24316.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -22787.132812 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -22787.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21603.373047 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -21603.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21695.789062 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -21695.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21732.109375 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -21732.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21733.812500 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -21733.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21738.109375 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -21738.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21738.109375 Penalty: 2699.439209
	Iteration 5F: 3 clusters Score -21738.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (74727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Entering Unmasked Estep 
Score: -8706142.000000 Penalty: 2782.956055
	Iteration 0F: 2 clusters Score -8706142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -8656117.000000 Penalty: 5565.912109
	Iteration 0F: 3 clusters Score -8656117 nChanged 34884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -8675941.000000 Penalty: 5565.912109
	Iteration 1F: 3 clusters Score -8675941 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -8676681.000000 Penalty: 5565.912109
	Iteration 2Q: 3 clusters Score -8676681 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -8677486.000000 Penalty: 5565.912109
	Iteration 3Q: 3 clusters Score -8677486 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -8678319.000000 Penalty: 5565.912109
	Iteration 4Q: 3 clusters Score -8678319 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -8679473.000000 Penalty: 5565.912109
	Iteration 5Q: 3 clusters Score -8679473 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -8681090.000000 Penalty: 5565.912109
	Iteration 6Q: 3 clusters Score -8681090 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -8683173.000000 Penalty: 5565.912109
	Iteration 7Q: 3 clusters Score -8683173 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -8685944.000000 Penalty: 5565.912109
	Iteration 8F: 3 clusters Score -8685944 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -8689219.000000 Penalty: 5565.912109
	Iteration 9F: 3 clusters Score -8689219 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -8691713.000000 Penalty: 5565.912109
	Iteration 10F: 3 clusters Score -8691713 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -8693101.000000 Penalty: 5565.912109
	Iteration 11Q: 3 clusters Score -8693101 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -8693543.000000 Penalty: 5565.912109
	Iteration 12Q: 3 clusters Score -8693543 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -8693682.000000 Penalty: 5565.912109
	Iteration 13Q: 3 clusters Score -8693682 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -8693761.000000 Penalty: 5565.912109
	Iteration 14Q: 3 clusters Score -8693761 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -8693867.000000 Penalty: 5565.912109
	Iteration 15Q: 3 clusters Score -8693867 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -8693910.000000 Penalty: 5565.912109
	Iteration 16Q: 3 clusters Score -8693910 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -8693915.000000 Penalty: 5565.912109
	Iteration 17Q: 3 clusters Score -8693915 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -8693908.000000 Penalty: 5565.912109
	Iteration 18Q: 3 clusters Score -8693908 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -8693919.000000 Penalty: 5565.912109
	Iteration 19Q: 3 clusters Score -8693919 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -8693937.000000 Penalty: 5565.912109
	Iteration 20F: 3 clusters Score -8693937 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -8693954.000000 Penalty: 5565.912109
	Iteration 21Q: 3 clusters Score -8693954 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -8694002.000000 Penalty: 5565.912109
	Iteration 22Q: 3 clusters Score -8694002 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -8694030.000000 Penalty: 5565.912109
	Iteration 23Q: 3 clusters Score -8694030 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -8694028.000000 Penalty: 5565.912109
	Iteration 24Q: 3 clusters Score -8694028 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -8694070.000000 Penalty: 5565.912109
	Iteration 25Q: 3 clusters Score -8694070 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -8694123.000000 Penalty: 5565.912109
	Iteration 26Q: 3 clusters Score -8694123 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -8694163.000000 Penalty: 5565.912109
	Iteration 27Q: 3 clusters Score -8694163 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -8694191.000000 Penalty: 5565.912109
	Iteration 28Q: 3 clusters Score -8694191 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -8694200.000000 Penalty: 5565.912109
	Iteration 29Q: 3 clusters Score -8694200 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -8694226.000000 Penalty: 5565.912109
	Iteration 30Q: 3 clusters Score -8694226 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -8694259.000000 Penalty: 5565.912109
	Iteration 31Q: 3 clusters Score -8694259 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -8694275.000000 Penalty: 5565.912109
	Iteration 32Q: 3 clusters Score -8694275 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -8694310.000000 Penalty: 5565.912109
	Iteration 33Q: 3 clusters Score -8694310 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -8694338.000000 Penalty: 5565.912109
	Iteration 34Q: 3 clusters Score -8694338 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -8694375.000000 Penalty: 5565.912109
	Iteration 35Q: 3 clusters Score -8694375 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -8694410.000000 Penalty: 5565.912109
	Iteration 36Q: 3 clusters Score -8694410 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -8694432.000000 Penalty: 5565.912109
	Iteration 37Q: 3 clusters Score -8694432 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -8694490.000000 Penalty: 5565.912109
	Iteration 38Q: 3 clusters Score -8694490 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -8694543.000000 Penalty: 5565.912109
	Iteration 39Q: 3 clusters Score -8694543 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -8694579.000000 Penalty: 5565.912109
	Iteration 40F: 3 clusters Score -8694579 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -8694618.000000 Penalty: 5565.912109
	Iteration 41Q: 3 clusters Score -8694618 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -8694692.000000 Penalty: 5565.912109
	Iteration 42Q: 3 clusters Score -8694692 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -8694753.000000 Penalty: 5565.912109
	Iteration 43Q: 3 clusters Score -8694753 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -8694823.000000 Penalty: 5565.912109
	Iteration 44Q: 3 clusters Score -8694823 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -8694908.000000 Penalty: 5565.912109
	Iteration 45Q: 3 clusters Score -8694908 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -8694992.000000 Penalty: 5565.912109
	Iteration 46Q: 3 clusters Score -8694992 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -8695127.000000 Penalty: 5565.912109
	Iteration 47Q: 3 clusters Score -8695127 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8695217.000000 Penalty: 5565.912109
	Iteration 48Q: 3 clusters Score -8695217 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -8695384.000000 Penalty: 5565.912109
	Iteration 49Q: 3 clusters Score -8695384 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -8695532.000000 Penalty: 5565.912109
	Iteration 50Q: 3 clusters Score -8695532 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -8695754.000000 Penalty: 5565.912109
	Iteration 51Q: 3 clusters Score -8695754 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -8696003.000000 Penalty: 5565.912109
	Iteration 52Q: 3 clusters Score -8696003 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -8696182.000000 Penalty: 5565.912109
	Iteration 53Q: 3 clusters Score -8696182 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -8696353.000000 Penalty: 5565.912109
	Iteration 54Q: 3 clusters Score -8696353 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -8696569.000000 Penalty: 5565.912109
	Iteration 55Q: 3 clusters Score -8696569 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -8696764.000000 Penalty: 5565.912109
	Iteration 56Q: 3 clusters Score -8696764 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -8696943.000000 Penalty: 5565.912109
	Iteration 57Q: 3 clusters Score -8696943 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -8697189.000000 Penalty: 5565.912109
	Iteration 58Q: 3 clusters Score -8697189 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -8697469.000000 Penalty: 5565.912109
	Iteration 59Q: 3 clusters Score -8697469 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -8697715.000000 Penalty: 5565.912109
	Iteration 60F: 3 clusters Score -8697715 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -8697921.000000 Penalty: 5565.912109
	Iteration 61Q: 3 clusters Score -8697921 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -8698213.000000 Penalty: 5565.912109
	Iteration 62Q: 3 clusters Score -8698213 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -8698496.000000 Penalty: 5565.912109
	Iteration 63Q: 3 clusters Score -8698496 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -8698709.000000 Penalty: 5565.912109
	Iteration 64Q: 3 clusters Score -8698709 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -8698983.000000 Penalty: 5565.912109
	Iteration 65Q: 3 clusters Score -8698983 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -8699250.000000 Penalty: 5565.912109
	Iteration 66Q: 3 clusters Score -8699250 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -8699515.000000 Penalty: 5565.912109
	Iteration 67Q: 3 clusters Score -8699515 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -8699782.000000 Penalty: 5565.912109
	Iteration 68Q: 3 clusters Score -8699782 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -8700057.000000 Penalty: 5565.912109
	Iteration 69Q: 3 clusters Score -8700057 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -8700374.000000 Penalty: 5565.912109
	Iteration 70Q: 3 clusters Score -8700374 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -8700689.000000 Penalty: 5565.912109
	Iteration 71Q: 3 clusters Score -8700689 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -8700934.000000 Penalty: 5565.912109
	Iteration 72Q: 3 clusters Score -8700934 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -8701235.000000 Penalty: 5565.912109
	Iteration 73Q: 3 clusters Score -8701235 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -8701464.000000 Penalty: 5565.912109
	Iteration 74Q: 3 clusters Score -8701464 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -8701673.000000 Penalty: 5565.912109
	Iteration 75Q: 3 clusters Score -8701673 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -8701876.000000 Penalty: 5565.912109
	Iteration 76Q: 3 clusters Score -8701876 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -8702061.000000 Penalty: 5565.912109
	Iteration 77Q: 3 clusters Score -8702061 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 68786 members 
Entering Unmasked Estep 
Score: -8702274.000000 Penalty: 5565.912109
	Iteration 78Q: 3 clusters Score -8702274 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -8702448.000000 Penalty: 5565.912109
	Iteration 79Q: 3 clusters Score -8702448 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -8702622.000000 Penalty: 5565.912109
	Iteration 80F: 3 clusters Score -8702622 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -8702776.000000 Penalty: 5565.912109
	Iteration 81Q: 3 clusters Score -8702776 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 70585 members 
Entering Unmasked Estep 
Score: -8702906.000000 Penalty: 5565.912109
	Iteration 82Q: 3 clusters Score -8702906 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -8703038.000000 Penalty: 5565.912109
	Iteration 83Q: 3 clusters Score -8703038 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 71202 members 
Entering Unmasked Estep 
Score: -8703126.000000 Penalty: 5565.912109
	Iteration 84Q: 3 clusters Score -8703126 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 71460 members 
Entering Unmasked Estep 
Score: -8703218.000000 Penalty: 5565.912109
	Iteration 85Q: 3 clusters Score -8703218 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 71683 members 
Entering Unmasked Estep 
Score: -8703266.000000 Penalty: 5565.912109
	Iteration 86Q: 3 clusters Score -8703266 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 71855 members 
Entering Unmasked Estep 
Score: -8703331.000000 Penalty: 5565.912109
	Iteration 87Q: 3 clusters Score -8703331 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -8703373.000000 Penalty: 5565.912109
	Iteration 88Q: 3 clusters Score -8703373 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -8703406.000000 Penalty: 5565.912109
	Iteration 89Q: 3 clusters Score -8703406 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -8703479.000000 Penalty: 5565.912109
	Iteration 90Q: 3 clusters Score -8703479 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -8703524.000000 Penalty: 5565.912109
	Iteration 91Q: 3 clusters Score -8703524 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
Score: -8703557.000000 Penalty: 5565.912109
	Iteration 92Q: 3 clusters Score -8703557 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -8703591.000000 Penalty: 5565.912109
	Iteration 93Q: 3 clusters Score -8703591 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 72785 members 
Entering Unmasked Estep 
Score: -8703604.000000 Penalty: 5565.912109
	Iteration 94Q: 3 clusters Score -8703604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -8703632.000000 Penalty: 5565.912109
	Iteration 95Q: 3 clusters Score -8703632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 72926 members 
Entering Unmasked Estep 
Score: -8703628.000000 Penalty: 5565.912109
	Iteration 96Q: 3 clusters Score -8703628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 72979 members 
Entering Unmasked Estep 
Score: -8703646.000000 Penalty: 5565.912109
	Iteration 97Q: 3 clusters Score -8703646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -8703664.000000 Penalty: 5565.912109
	Iteration 98Q: 3 clusters Score -8703664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 73064 members 
Entering Unmasked Estep 
Score: -8703678.000000 Penalty: 5565.912109
	Iteration 99Q: 3 clusters Score -8703678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 73111 members 
Entering Unmasked Estep 
Score: -8703704.000000 Penalty: 5565.912109
	Iteration 100F: 3 clusters Score -8703704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 73148 members 
Entering Unmasked Estep 
Score: -8703709.000000 Penalty: 5565.912109
	Iteration 101Q: 3 clusters Score -8703709 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -8703726.000000 Penalty: 5565.912109
	Iteration 102Q: 3 clusters Score -8703726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 73208 members 
Entering Unmasked Estep 
Score: -8703730.000000 Penalty: 5565.912109
	Iteration 103Q: 3 clusters Score -8703730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -8703743.000000 Penalty: 5565.912109
	Iteration 104Q: 3 clusters Score -8703743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -8703759.000000 Penalty: 5565.912109
	Iteration 105Q: 3 clusters Score -8703759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 73294 members 
Entering Unmasked Estep 
Score: -8703765.000000 Penalty: 5565.912109
	Iteration 106Q: 3 clusters Score -8703765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -8703773.000000 Penalty: 5565.912109
	Iteration 107Q: 3 clusters Score -8703773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -8703782.000000 Penalty: 5565.912109
	Iteration 108Q: 3 clusters Score -8703782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -8703792.000000 Penalty: 5565.912109
	Iteration 109Q: 3 clusters Score -8703792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 73409 members 
Entering Unmasked Estep 
Score: -8703803.000000 Penalty: 5565.912109
	Iteration 110Q: 3 clusters Score -8703803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -8703822.000000 Penalty: 5565.912109
	Iteration 111Q: 3 clusters Score -8703822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -8703841.000000 Penalty: 5565.912109
	Iteration 112Q: 3 clusters Score -8703841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 73458 members 
Entering Unmasked Estep 
Score: -8703841.000000 Penalty: 5565.912109
	Iteration 113Q: 3 clusters Score -8703841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -8703857.000000 Penalty: 5565.912109
	Iteration 114Q: 3 clusters Score -8703857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 73479 members 
Entering Unmasked Estep 
Score: -8703853.000000 Penalty: 5565.912109
	Iteration 115Q: 3 clusters Score -8703853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 73484 members 
Entering Unmasked Estep 
Score: -8703856.000000 Penalty: 5565.912109
	Iteration 116Q: 3 clusters Score -8703856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 73488 members 
Entering Unmasked Estep 
Score: -8703857.000000 Penalty: 5565.912109
	Iteration 117Q: 3 clusters Score -8703857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 73492 members 
Entering Unmasked Estep 
Score: -8703861.000000 Penalty: 5565.912109
	Iteration 118Q: 3 clusters Score -8703861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -8703861.000000 Penalty: 5565.912109
	Iteration 119Q: 3 clusters Score -8703861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 73500 members 
Entering Unmasked Estep 
Score: -8703861.000000 Penalty: 5565.912109
	Iteration 120F: 3 clusters Score -8703861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
Score: -8703864.000000 Penalty: 5565.912109
	Iteration 121Q: 3 clusters Score -8703864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -8703862.000000 Penalty: 5565.912109
	Iteration 122Q: 3 clusters Score -8703862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -8703865.000000 Penalty: 5565.912109
	Iteration 123Q: 3 clusters Score -8703865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -8703866.000000 Penalty: 5565.912109
	Iteration 124Q: 3 clusters Score -8703866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 73516 members 
Entering Unmasked Estep 
Score: -8703871.000000 Penalty: 5565.912109
	Iteration 125Q: 3 clusters Score -8703871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 73517 members 
Entering Unmasked Estep 
Score: -8703872.000000 Penalty: 5565.912109
	Iteration 126Q: 3 clusters Score -8703872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -8703871.000000 Penalty: 5565.912109
	Iteration 127Q: 3 clusters Score -8703871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 73517 members 
Entering Unmasked Estep 
Score: -8703866.000000 Penalty: 5565.912109
	Iteration 128Q: 3 clusters Score -8703866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 73516 members 
Entering Unmasked Estep 
Score: -8703868.000000 Penalty: 5565.912109
	Iteration 129Q: 3 clusters Score -8703868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 73516 members 
Entering Unmasked Estep 
Score: -8703868.000000 Penalty: 5565.912109
	Iteration 130F: 3 clusters Score -8703868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -35819.382812 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -35819.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34485.746094 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -34485.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34597.347656 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -34597.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34608.566406 Penalty: 2886.761230
	Iteration 2Q: 3 clusters Score -34608.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34610.101562 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -34610.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34610.101562 Penalty: 2886.761230
	Iteration 4F: 3 clusters Score -34610.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (147560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147560 members 
Entering Unmasked Estep 
Score: -17176682.000000 Penalty: 2951.693604
	Iteration 0F: 2 clusters Score -1.717668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -17077960.000000 Penalty: 5903.387207
	Iteration 0F: 3 clusters Score -1.707796e+07 nChanged 70826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -17118830.000000 Penalty: 5903.387207
	Iteration 1F: 3 clusters Score -1.711883e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -17120010.000000 Penalty: 5903.387207
	Iteration 2Q: 3 clusters Score -1.712001e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -17121644.000000 Penalty: 5903.387207
	Iteration 3Q: 3 clusters Score -1.712164e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -17124270.000000 Penalty: 5903.387207
	Iteration 4Q: 3 clusters Score -1.712427e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 94316 members 
Entering Unmasked Estep 
Score: -17128424.000000 Penalty: 5903.387207
	Iteration 5F: 3 clusters Score -1.712842e+07 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 103460 members 
Entering Unmasked Estep 
Score: -17134764.000000 Penalty: 5903.387207
	Iteration 6F: 3 clusters Score -1.713476e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 114592 members 
Entering Unmasked Estep 
Score: -17143738.000000 Penalty: 5903.387207
	Iteration 7F: 3 clusters Score -1.714374e+07 nChanged 11685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 126243 members 
Entering Unmasked Estep 
Score: -17154178.000000 Penalty: 5903.387207
	Iteration 8F: 3 clusters Score -1.715418e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 136200 members 
Entering Unmasked Estep 
Score: -17163546.000000 Penalty: 5903.387207
	Iteration 9F: 3 clusters Score -1.716355e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 142638 members 
Entering Unmasked Estep 
Score: -17169776.000000 Penalty: 5903.387207
	Iteration 10Q: 3 clusters Score -1.716978e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 145635 members 
Entering Unmasked Estep 
Score: -17172452.000000 Penalty: 5903.387207
	Iteration 11Q: 3 clusters Score -1.717245e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 146680 members 
Entering Unmasked Estep 
Score: -17173364.000000 Penalty: 5903.387207
	Iteration 12Q: 3 clusters Score -1.717336e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 147024 members 
Entering Unmasked Estep 
Score: -17173726.000000 Penalty: 5903.387207
	Iteration 13Q: 3 clusters Score -1.717373e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 147139 members 
Entering Unmasked Estep 
Score: -17173904.000000 Penalty: 5903.387207
	Iteration 14Q: 3 clusters Score -1.71739e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 147193 members 
Entering Unmasked Estep 
Score: -17173988.000000 Penalty: 5903.387207
	Iteration 15Q: 3 clusters Score -1.717399e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 147209 members 
Entering Unmasked Estep 
Score: -17174014.000000 Penalty: 5903.387207
	Iteration 16Q: 3 clusters Score -1.717401e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 147220 members 
Entering Unmasked Estep 
Score: -17174046.000000 Penalty: 5903.387207
	Iteration 17Q: 3 clusters Score -1.717405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 147228 members 
Entering Unmasked Estep 
Score: -17174048.000000 Penalty: 5903.387207
	Iteration 18Q: 3 clusters Score -1.717405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 147236 members 
Entering Unmasked Estep 
Score: -17174070.000000 Penalty: 5903.387207
	Iteration 19Q: 3 clusters Score -1.717407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 147243 members 
Entering Unmasked Estep 
Score: -17174070.000000 Penalty: 5903.387207
	Iteration 20F: 3 clusters Score -1.717407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 147248 members 
Entering Unmasked Estep 
Score: -17174080.000000 Penalty: 5903.387207
	Iteration 21Q: 3 clusters Score -1.717408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 147254 members 
Entering Unmasked Estep 
Score: -17174086.000000 Penalty: 5903.387207
	Iteration 22Q: 3 clusters Score -1.717409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 147253 members 
Entering Unmasked Estep 
Score: -17174092.000000 Penalty: 5903.387207
	Iteration 23Q: 3 clusters Score -1.717409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 147253 members 
Entering Unmasked Estep 
Score: -17174108.000000 Penalty: 5903.387207
	Iteration 24Q: 3 clusters Score -1.717411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 147254 members 
Entering Unmasked Estep 
Score: -17174112.000000 Penalty: 5903.387207
	Iteration 25Q: 3 clusters Score -1.717411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 147255 members 
Entering Unmasked Estep 
Score: -17174124.000000 Penalty: 5903.387207
	Iteration 26Q: 3 clusters Score -1.717412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 147258 members 
Entering Unmasked Estep 
Score: -17174128.000000 Penalty: 5903.387207
	Iteration 27Q: 3 clusters Score -1.717413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 147258 members 
Entering Unmasked Estep 
Score: -17174132.000000 Penalty: 5903.387207
	Iteration 28Q: 3 clusters Score -1.717413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 147256 members 
Entering Unmasked Estep 
Score: -17174130.000000 Penalty: 5903.387207
	Iteration 29Q: 3 clusters Score -1.717413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 147255 members 
Entering Unmasked Estep 
Score: -17174124.000000 Penalty: 5903.387207
	Iteration 30Q: 3 clusters Score -1.717412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 147257 members 
Entering Unmasked Estep 
Score: -17174134.000000 Penalty: 5903.387207
	Iteration 31Q: 3 clusters Score -1.717413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 147262 members 
Entering Unmasked Estep 
Score: -17174152.000000 Penalty: 5903.387207
	Iteration 32Q: 3 clusters Score -1.717415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 147265 members 
Entering Unmasked Estep 
Score: -17174166.000000 Penalty: 5903.387207
	Iteration 33Q: 3 clusters Score -1.717417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 147265 members 
Entering Unmasked Estep 
Score: -17174174.000000 Penalty: 5903.387207
	Iteration 34Q: 3 clusters Score -1.717417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 147264 members 
Entering Unmasked Estep 
Score: -17174182.000000 Penalty: 5903.387207
	Iteration 35Q: 3 clusters Score -1.717418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 147264 members 
Entering Unmasked Estep 
Score: -17174180.000000 Penalty: 5903.387207
	Iteration 36Q: 3 clusters Score -1.717418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 147267 members 
Entering Unmasked Estep 
Score: -17174198.000000 Penalty: 5903.387207
	Iteration 37Q: 3 clusters Score -1.71742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 147260 members 
Entering Unmasked Estep 
Score: -17174196.000000 Penalty: 5903.387207
	Iteration 38Q: 3 clusters Score -1.71742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 147251 members 
Entering Unmasked Estep 
Score: -17174194.000000 Penalty: 5903.387207
	Iteration 39Q: 3 clusters Score -1.717419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 147250 members 
Entering Unmasked Estep 
Score: -17174196.000000 Penalty: 5903.387207
	Iteration 40F: 3 clusters Score -1.71742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 147246 members 
Entering Unmasked Estep 
Score: -17174194.000000 Penalty: 5903.387207
	Iteration 41Q: 3 clusters Score -1.717419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 147247 members 
Entering Unmasked Estep 
Score: -17174200.000000 Penalty: 5903.387207
	Iteration 42Q: 3 clusters Score -1.71742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 147249 members 
Entering Unmasked Estep 
Score: -17174198.000000 Penalty: 5903.387207
	Iteration 43Q: 3 clusters Score -1.71742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 147247 members 
Entering Unmasked Estep 
Score: -17174208.000000 Penalty: 5903.387207
	Iteration 44Q: 3 clusters Score -1.717421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 147248 members 
Entering Unmasked Estep 
Score: -17174218.000000 Penalty: 5903.387207
	Iteration 45Q: 3 clusters Score -1.717422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 147247 members 
Entering Unmasked Estep 
Score: -17174222.000000 Penalty: 5903.387207
	Iteration 46Q: 3 clusters Score -1.717422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 147247 members 
Entering Unmasked Estep 
Score: -17174222.000000 Penalty: 5903.387207
	Iteration 47F: 3 clusters Score -1.717422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -67101.656250 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -67101.66 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 281 members 
Entering Unmasked Estep 
Score: -65471.816406 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -65471.82 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65685.351562 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -65685.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65813.281250 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -65813.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65930.531250 Penalty: 3203.335693
	Iteration 3Q: 3 clusters Score -65930.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66144.617188 Penalty: 3203.335693
	Iteration 4Q: 3 clusters Score -66144.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66270.773438 Penalty: 3203.335693
	Iteration 5Q: 3 clusters Score -66270.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66328.187500 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -66328.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66343.125000 Penalty: 3203.335693
	Iteration 7Q: 3 clusters Score -66343.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66362.929688 Penalty: 3203.335693
	Iteration 8Q: 3 clusters Score -66362.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66386.453125 Penalty: 3203.335693
	Iteration 9Q: 3 clusters Score -66386.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66410.804688 Penalty: 3203.335693
	Iteration 10Q: 3 clusters Score -66410.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66426.656250 Penalty: 3203.335693
	Iteration 11Q: 3 clusters Score -66426.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66434.867188 Penalty: 3203.335693
	Iteration 12Q: 3 clusters Score -66434.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66438.750000 Penalty: 3203.335693
	Iteration 13Q: 3 clusters Score -66438.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66440.500000 Penalty: 3203.335693
	Iteration 14Q: 3 clusters Score -66440.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66440.500000 Penalty: 3203.335693
	Iteration 15F: 3 clusters Score -66440.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34741 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66087 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15769 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43201 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321497 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74727 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147560 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693456.000000 Penalty: 91179.304688
Iteration 239Q: 28 clusters Score -9.269346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34741 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66087 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15769 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43202 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42570 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321499 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74733 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147552 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693416.000000 Penalty: 91179.304688
Iteration 240F: 28 clusters Score -9.269342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34741 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66086 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15769 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43202 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321502 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74742 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147542 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693464.000000 Penalty: 91179.304688
Iteration 241Q: 28 clusters Score -9.269346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34741 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66086 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15769 members 
Mstep: Class 9 contains 5924 members 
Mstep: Class 10 contains 43203 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42568 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321502 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74751 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147531 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693496.000000 Penalty: 91179.304688
Iteration 242Q: 28 clusters Score -9.26935e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34741 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66087 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15769 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43205 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321497 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74763 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147522 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693424.000000 Penalty: 91179.304688
Iteration 243Q: 28 clusters Score -9.269342e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34743 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66087 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15769 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 43206 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321491 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74777 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147513 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693488.000000 Penalty: 91179.304688
Iteration 244Q: 28 clusters Score -9.269349e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34743 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66087 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15769 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 43207 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321488 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74794 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147497 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693512.000000 Penalty: 91179.304688
Iteration 245Q: 28 clusters Score -9.269351e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34746 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66088 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15770 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 43206 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321490 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74811 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147474 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693544.000000 Penalty: 91179.304688
Iteration 246Q: 28 clusters Score -9.269354e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 34750 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66088 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15771 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 43205 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321492 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74827 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147452 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693480.000000 Penalty: 91179.304688
Iteration 247Q: 28 clusters Score -9.269348e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 34753 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66086 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15771 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 43206 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321487 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74841 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147441 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693536.000000 Penalty: 91179.304688
Iteration 248Q: 28 clusters Score -9.269354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 34759 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66086 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15771 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 43208 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321484 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74851 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147427 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693576.000000 Penalty: 91179.304688
Iteration 249Q: 28 clusters Score -9.269358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 34765 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66085 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15771 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 43209 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321481 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74854 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147421 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693544.000000 Penalty: 91179.304688
Iteration 250Q: 28 clusters Score -9.269354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 34765 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66085 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15771 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43209 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321481 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74856 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147418 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693512.000000 Penalty: 91179.304688
Iteration 251Q: 28 clusters Score -9.269351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66085 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15771 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43211 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321480 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74858 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147414 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693552.000000 Penalty: 91179.304688
Iteration 252Q: 28 clusters Score -9.269355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66085 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15772 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43211 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321478 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74862 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147411 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693552.000000 Penalty: 91179.304688
Iteration 253Q: 28 clusters Score -9.269355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66084 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15772 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43211 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321476 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74864 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147412 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693552.000000 Penalty: 91179.304688
Iteration 254Q: 28 clusters Score -9.269355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66083 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15773 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43211 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321476 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74866 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147410 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693568.000000 Penalty: 91179.304688
Iteration 255Q: 28 clusters Score -9.269357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66082 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15775 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43211 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321474 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74868 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147410 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693568.000000 Penalty: 91179.304688
Iteration 256Q: 28 clusters Score -9.269357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66082 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15776 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43211 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321471 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74870 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147410 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693568.000000 Penalty: 91179.304688
Iteration 257Q: 28 clusters Score -9.269357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66082 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15778 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43211 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321470 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74873 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147406 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693568.000000 Penalty: 91179.304688
Iteration 258Q: 28 clusters Score -9.269357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66082 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43211 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321470 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74875 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147403 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693560.000000 Penalty: 91179.304688
Iteration 259Q: 28 clusters Score -9.269356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66082 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43211 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321469 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74876 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147404 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693552.000000 Penalty: 91179.304688
Iteration 260F: 28 clusters Score -9.269355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66082 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43212 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321470 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74877 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147401 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693568.000000 Penalty: 91179.304688
Iteration 261Q: 28 clusters Score -9.269357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66082 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43212 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321470 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74879 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147399 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693552.000000 Penalty: 91179.304688
Iteration 262Q: 28 clusters Score -9.269355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66082 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43213 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321470 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74882 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147395 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693568.000000 Penalty: 91179.304688
Iteration 263Q: 28 clusters Score -9.269357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66082 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43213 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321469 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74885 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147393 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693560.000000 Penalty: 91179.304688
Iteration 264Q: 28 clusters Score -9.269356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66082 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43214 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321468 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74886 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147392 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693560.000000 Penalty: 91179.304688
Iteration 265Q: 28 clusters Score -9.269356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66081 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43217 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 321468 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74885 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147391 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693528.000000 Penalty: 91179.304688
Iteration 266Q: 28 clusters Score -9.269353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66081 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43218 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23160 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 321469 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74886 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147387 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693472.000000 Penalty: 91179.304688
Iteration 267Q: 28 clusters Score -9.269347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66081 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43221 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23159 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 321470 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74887 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147383 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693496.000000 Penalty: 91179.304688
Iteration 268Q: 28 clusters Score -9.26935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34767 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66081 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43221 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 23160 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 321469 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74887 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147382 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693488.000000 Penalty: 91179.304688
Iteration 269Q: 28 clusters Score -9.269349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66081 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43220 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6625 members 
Mstep: Class 16 contains 23161 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 321468 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74888 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147381 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693432.000000 Penalty: 91179.304688
Iteration 270Q: 28 clusters Score -9.269343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66080 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 43220 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6625 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 321468 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74889 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147380 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693480.000000 Penalty: 91179.304688
Iteration 271Q: 28 clusters Score -9.269348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66080 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5924 members 
Mstep: Class 10 contains 43221 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6625 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 321468 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74889 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147378 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693480.000000 Penalty: 91179.304688
Iteration 272Q: 28 clusters Score -9.269348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66080 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5925 members 
Mstep: Class 10 contains 43221 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6625 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 321469 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74889 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147376 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693496.000000 Penalty: 91179.304688
Iteration 273Q: 28 clusters Score -9.26935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66080 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5925 members 
Mstep: Class 10 contains 43221 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6625 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 321469 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74890 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147375 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693472.000000 Penalty: 91179.304688
Iteration 274Q: 28 clusters Score -9.269347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66080 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5925 members 
Mstep: Class 10 contains 43221 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6625 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 321469 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74891 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147374 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693464.000000 Penalty: 91179.304688
Iteration 275Q: 28 clusters Score -9.269346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66080 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5925 members 
Mstep: Class 10 contains 43221 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6625 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 321469 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74891 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147374 members 
Mstep: Class 27 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693464.000000 Penalty: 91179.304688
Iteration 276F: 28 clusters Score -9.269346e+07 nChanged 0
Entering ConstructFrom: 
Score: -92693464.000000 Penalty: 91179.304688
Entering ConstructFrom: 
Trying to split cluster 1 (13042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Entering Unmasked Estep 
Score: -1410039.125000 Penalty: 2350.030762
	Iteration 0F: 2 clusters Score -1410039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1400350.125000 Penalty: 4700.061523
	Iteration 0F: 3 clusters Score -1400350 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1403334.625000 Penalty: 4700.061523
	Iteration 1F: 3 clusters Score -1403335 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1403607.375000 Penalty: 4700.061523
	Iteration 2F: 3 clusters Score -1403607 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1403826.000000 Penalty: 4700.061523
	Iteration 3Q: 3 clusters Score -1403826 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1403981.375000 Penalty: 4700.061523
	Iteration 4Q: 3 clusters Score -1403981 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1404113.875000 Penalty: 4700.061523
	Iteration 5Q: 3 clusters Score -1404114 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1404235.375000 Penalty: 4700.061523
	Iteration 6Q: 3 clusters Score -1404235 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1404391.750000 Penalty: 4700.061523
	Iteration 7Q: 3 clusters Score -1404392 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1404567.000000 Penalty: 4700.061523
	Iteration 8Q: 3 clusters Score -1404567 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1404765.500000 Penalty: 4700.061523
	Iteration 9Q: 3 clusters Score -1404766 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1405012.500000 Penalty: 4700.061523
	Iteration 10Q: 3 clusters Score -1405012 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1405308.500000 Penalty: 4700.061523
	Iteration 11Q: 3 clusters Score -1405308 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1405661.625000 Penalty: 4700.061523
	Iteration 12Q: 3 clusters Score -1405662 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1406058.000000 Penalty: 4700.061523
	Iteration 13Q: 3 clusters Score -1406058 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1406439.625000 Penalty: 4700.061523
	Iteration 14Q: 3 clusters Score -1406440 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1406858.750000 Penalty: 4700.061523
	Iteration 15Q: 3 clusters Score -1406859 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1407210.375000 Penalty: 4700.061523
	Iteration 16Q: 3 clusters Score -1407210 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1407485.000000 Penalty: 4700.061523
	Iteration 17Q: 3 clusters Score -1407485 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1407704.000000 Penalty: 4700.061523
	Iteration 18Q: 3 clusters Score -1407704 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1407833.125000 Penalty: 4700.061523
	Iteration 19Q: 3 clusters Score -1407833 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1407901.750000 Penalty: 4700.061523
	Iteration 20F: 3 clusters Score -1407902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1407971.875000 Penalty: 4700.061523
	Iteration 21Q: 3 clusters Score -1407972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1408015.375000 Penalty: 4700.061523
	Iteration 22Q: 3 clusters Score -1408015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1408053.000000 Penalty: 4700.061523
	Iteration 23Q: 3 clusters Score -1408053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1408074.500000 Penalty: 4700.061523
	Iteration 24Q: 3 clusters Score -1408074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1408085.375000 Penalty: 4700.061523
	Iteration 25Q: 3 clusters Score -1408085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1408088.500000 Penalty: 4700.061523
	Iteration 26Q: 3 clusters Score -1408088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1408089.875000 Penalty: 4700.061523
	Iteration 27Q: 3 clusters Score -1408090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1408091.375000 Penalty: 4700.061523
	Iteration 28Q: 3 clusters Score -1408091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1408091.375000 Penalty: 4700.061523
	Iteration 29F: 3 clusters Score -1408091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Entering Unmasked Estep 
Score: -4087977.000000 Penalty: 2593.207520
	Iteration 0F: 2 clusters Score -4087977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -4064232.750000 Penalty: 5186.415039
	Iteration 0F: 3 clusters Score -4064233 nChanged 15812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -4072671.500000 Penalty: 5186.415039
	Iteration 1F: 3 clusters Score -4072672 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4073167.000000 Penalty: 5186.415039
	Iteration 2Q: 3 clusters Score -4073167 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4073667.750000 Penalty: 5186.415039
	Iteration 3Q: 3 clusters Score -4073668 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -4074408.000000 Penalty: 5186.415039
	Iteration 4Q: 3 clusters Score -4074408 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -4075425.750000 Penalty: 5186.415039
	Iteration 5F: 3 clusters Score -4075426 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -4077018.000000 Penalty: 5186.415039
	Iteration 6F: 3 clusters Score -4077018 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -4079169.250000 Penalty: 5186.415039
	Iteration 7F: 3 clusters Score -4079169 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -4081532.750000 Penalty: 5186.415039
	Iteration 8F: 3 clusters Score -4081533 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -4083409.000000 Penalty: 5186.415039
	Iteration 9F: 3 clusters Score -4083409 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -4084571.000000 Penalty: 5186.415039
	Iteration 10Q: 3 clusters Score -4084571 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -4085173.500000 Penalty: 5186.415039
	Iteration 11Q: 3 clusters Score -4085174 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -4085466.250000 Penalty: 5186.415039
	Iteration 12Q: 3 clusters Score -4085466 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -4085641.500000 Penalty: 5186.415039
	Iteration 13Q: 3 clusters Score -4085642 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -4085736.500000 Penalty: 5186.415039
	Iteration 14Q: 3 clusters Score -4085736 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -4085824.750000 Penalty: 5186.415039
	Iteration 15Q: 3 clusters Score -4085825 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -4085890.000000 Penalty: 5186.415039
	Iteration 16Q: 3 clusters Score -4085890 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -4085940.500000 Penalty: 5186.415039
	Iteration 17Q: 3 clusters Score -4085940 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -4085984.500000 Penalty: 5186.415039
	Iteration 18Q: 3 clusters Score -4085984 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -4086019.500000 Penalty: 5186.415039
	Iteration 19Q: 3 clusters Score -4086020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -4086053.500000 Penalty: 5186.415039
	Iteration 20F: 3 clusters Score -4086054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4086066.500000 Penalty: 5186.415039
	Iteration 21Q: 3 clusters Score -4086066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -4086087.500000 Penalty: 5186.415039
	Iteration 22Q: 3 clusters Score -4086088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4086094.500000 Penalty: 5186.415039
	Iteration 23Q: 3 clusters Score -4086094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -4086107.250000 Penalty: 5186.415039
	Iteration 24Q: 3 clusters Score -4086107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -4086116.000000 Penalty: 5186.415039
	Iteration 25Q: 3 clusters Score -4086116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4086126.750000 Penalty: 5186.415039
	Iteration 26Q: 3 clusters Score -4086127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -4086141.500000 Penalty: 5186.415039
	Iteration 27Q: 3 clusters Score -4086142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -4086151.750000 Penalty: 5186.415039
	Iteration 28Q: 3 clusters Score -4086152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4086167.750000 Penalty: 5186.415039
	Iteration 29Q: 3 clusters Score -4086168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -4086180.250000 Penalty: 5186.415039
	Iteration 30Q: 3 clusters Score -4086180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4086179.250000 Penalty: 5186.415039
	Iteration 31Q: 3 clusters Score -4086179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -4086190.500000 Penalty: 5186.415039
	Iteration 32Q: 3 clusters Score -4086190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4086197.000000 Penalty: 5186.415039
	Iteration 33Q: 3 clusters Score -4086197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4086200.750000 Penalty: 5186.415039
	Iteration 34Q: 3 clusters Score -4086201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -4086204.500000 Penalty: 5186.415039
	Iteration 35Q: 3 clusters Score -4086204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -4086205.250000 Penalty: 5186.415039
	Iteration 36Q: 3 clusters Score -4086205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -4086212.250000 Penalty: 5186.415039
	Iteration 37Q: 3 clusters Score -4086212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4086211.750000 Penalty: 5186.415039
	Iteration 38Q: 3 clusters Score -4086212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -4086212.000000 Penalty: 5186.415039
	Iteration 39Q: 3 clusters Score -4086212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -4086214.750000 Penalty: 5186.415039
	Iteration 40F: 3 clusters Score -4086215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -4086212.000000 Penalty: 5186.415039
	Iteration 41Q: 3 clusters Score -4086212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -4086215.500000 Penalty: 5186.415039
	Iteration 42Q: 3 clusters Score -4086216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -4086215.000000 Penalty: 5186.415039
	Iteration 43Q: 3 clusters Score -4086215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -4086216.500000 Penalty: 5186.415039
	Iteration 44Q: 3 clusters Score -4086216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -4086214.250000 Penalty: 5186.415039
	Iteration 45Q: 3 clusters Score -4086214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -4086214.250000 Penalty: 5186.415039
	Iteration 46F: 3 clusters Score -4086214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -204472.562500 Penalty: 1855.844604
	Iteration 0F: 2 clusters Score -204472.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -201973.375000 Penalty: 3711.689209
	Iteration 0F: 3 clusters Score -201973.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -202406.828125 Penalty: 3711.689209
	Iteration 1F: 3 clusters Score -202406.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -202521.843750 Penalty: 3711.689209
	Iteration 2F: 3 clusters Score -202521.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -202578.828125 Penalty: 3711.689209
	Iteration 3Q: 3 clusters Score -202578.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -202609.562500 Penalty: 3711.689209
	Iteration 4Q: 3 clusters Score -202609.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -202621.875000 Penalty: 3711.689209
	Iteration 5Q: 3 clusters Score -202621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -202627.078125 Penalty: 3711.689209
	Iteration 6Q: 3 clusters Score -202627.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -202631.390625 Penalty: 3711.689209
	Iteration 7Q: 3 clusters Score -202631.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -202633.640625 Penalty: 3711.689209
	Iteration 8Q: 3 clusters Score -202633.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -202633.640625 Penalty: 3711.689209
	Iteration 9F: 3 clusters Score -202633.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66080 members 
Entering Unmasked Estep 
Score: -7661127.000000 Penalty: 2752.458008
	Iteration 0F: 2 clusters Score -7661127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -7616665.000000 Penalty: 5504.916016
	Iteration 0F: 3 clusters Score -7616665 nChanged 30871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -7633948.000000 Penalty: 5504.916016
	Iteration 1F: 3 clusters Score -7633948 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -7634530.500000 Penalty: 5504.916016
	Iteration 2Q: 3 clusters Score -7634530 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -7635169.000000 Penalty: 5504.916016
	Iteration 3Q: 3 clusters Score -7635169 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -7635870.000000 Penalty: 5504.916016
	Iteration 4Q: 3 clusters Score -7635870 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -7636534.000000 Penalty: 5504.916016
	Iteration 5Q: 3 clusters Score -7636534 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -7637447.500000 Penalty: 5504.916016
	Iteration 6Q: 3 clusters Score -7637448 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -7638581.000000 Penalty: 5504.916016
	Iteration 7Q: 3 clusters Score -7638581 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -7640124.000000 Penalty: 5504.916016
	Iteration 8F: 3 clusters Score -7640124 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -7642393.000000 Penalty: 5504.916016
	Iteration 9F: 3 clusters Score -7642393 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -7645252.000000 Penalty: 5504.916016
	Iteration 10F: 3 clusters Score -7645252 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -7648568.000000 Penalty: 5504.916016
	Iteration 11F: 3 clusters Score -7648568 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -7651980.000000 Penalty: 5504.916016
	Iteration 12F: 3 clusters Score -7651980 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -7654796.500000 Penalty: 5504.916016
	Iteration 13F: 3 clusters Score -7654796 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -7656652.000000 Penalty: 5504.916016
	Iteration 14Q: 3 clusters Score -7656652 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7657750.500000 Penalty: 5504.916016
	Iteration 15Q: 3 clusters Score -7657750 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7658208.500000 Penalty: 5504.916016
	Iteration 16Q: 3 clusters Score -7658208 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7658487.000000 Penalty: 5504.916016
	Iteration 17Q: 3 clusters Score -7658487 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7658652.000000 Penalty: 5504.916016
	Iteration 18Q: 3 clusters Score -7658652 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7658724.000000 Penalty: 5504.916016
	Iteration 19Q: 3 clusters Score -7658724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7658763.000000 Penalty: 5504.916016
	Iteration 20F: 3 clusters Score -7658763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7658782.000000 Penalty: 5504.916016
	Iteration 21Q: 3 clusters Score -7658782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7658791.500000 Penalty: 5504.916016
	Iteration 22Q: 3 clusters Score -7658792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7658821.000000 Penalty: 5504.916016
	Iteration 23Q: 3 clusters Score -7658821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7658845.500000 Penalty: 5504.916016
	Iteration 24Q: 3 clusters Score -7658846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7658854.000000 Penalty: 5504.916016
	Iteration 25Q: 3 clusters Score -7658854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7658864.500000 Penalty: 5504.916016
	Iteration 26Q: 3 clusters Score -7658864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7658870.000000 Penalty: 5504.916016
	Iteration 27Q: 3 clusters Score -7658870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7658878.500000 Penalty: 5504.916016
	Iteration 28Q: 3 clusters Score -7658878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7658885.500000 Penalty: 5504.916016
	Iteration 29Q: 3 clusters Score -7658886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7658881.500000 Penalty: 5504.916016
	Iteration 30Q: 3 clusters Score -7658882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7658885.000000 Penalty: 5504.916016
	Iteration 31Q: 3 clusters Score -7658885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7658883.000000 Penalty: 5504.916016
	Iteration 32Q: 3 clusters Score -7658883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7658891.500000 Penalty: 5504.916016
	Iteration 33Q: 3 clusters Score -7658892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65562 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7658894.000000 Penalty: 5504.916016
	Iteration 34Q: 3 clusters Score -7658894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65563 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7658897.000000 Penalty: 5504.916016
	Iteration 35Q: 3 clusters Score -7658897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7658901.500000 Penalty: 5504.916016
	Iteration 36Q: 3 clusters Score -7658902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7658905.500000 Penalty: 5504.916016
	Iteration 37Q: 3 clusters Score -7658906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7658903.500000 Penalty: 5504.916016
	Iteration 38Q: 3 clusters Score -7658904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7658906.000000 Penalty: 5504.916016
	Iteration 39Q: 3 clusters Score -7658906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7658906.000000 Penalty: 5504.916016
	Iteration 40F: 3 clusters Score -7658906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -51824.152344 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -51824.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50273.617188 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -50273.62 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50490.652344 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -50490.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50637.019531 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -50637.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50767.648438 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -50767.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50896.968750 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -50896.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51091.074219 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -51091.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51221.964844 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -51221.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51283.238281 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -51283.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51304.804688 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -51304.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51324.968750 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -51324.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51349.671875 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -51349.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51359.347656 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -51359.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51377.929688 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -51377.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51389.332031 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -51389.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51395.421875 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -51395.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51397.242188 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -51397.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51397.242188 Penalty: 3099.987793
	Iteration 16F: 3 clusters Score -51397.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -78249.312500 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -78249.31 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 404 members 
Entering Unmasked Estep 
Score: -76561.296875 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -76561.3 nChanged 201
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: -76888.421875 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -76888.42 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77101.351562 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -77101.35 nChanged 69
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: -77367.421875 Penalty: 3292.080078
	Iteration 3F: 3 clusters Score -77367.42 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -77703.632812 Penalty: 3292.080078
	Iteration 4F: 3 clusters Score -77703.63 nChanged 59
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: -78044.390625 Penalty: 3292.080078
	Iteration 5F: 3 clusters Score -78044.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -78182.390625 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -78182.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78267.421875 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -78267.42 nChanged 10
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: -78336.195312 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -78336.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78434.539062 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -78434.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78553.843750 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -78553.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78598.968750 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -78598.97 nChanged 8
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: -78620.203125 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -78620.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78637.343750 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -78637.34 nChanged 5
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: -78651.070312 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -78651.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78670.867188 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -78670.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78746.132812 Penalty: 3292.080078
	Iteration 16Q: 3 clusters Score -78746.13 nChanged 5
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: -78807.523438 Penalty: 3292.080078
	Iteration 17Q: 3 clusters Score -78807.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78847.828125 Penalty: 3292.080078
	Iteration 18Q: 3 clusters Score -78847.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78867.046875 Penalty: 3292.080078
	Iteration 19Q: 3 clusters Score -78867.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -78897.828125 Penalty: 3292.080078
	Iteration 20F: 3 clusters Score -78897.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -78908.242188 Penalty: 3292.080078
	Iteration 21Q: 3 clusters Score -78908.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -78908.242188 Penalty: 3292.080078
	Iteration 22F: 3 clusters Score -78908.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 66080 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 5925 members 
Mstep: Class 10 contains 43221 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 6625 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 321469 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 74891 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 147374 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 397 members 
Entering Unmasked Estep 
Score: -92692360.000000 Penalty: 94556.320312
Splitting cluster 6 changes total score from -92693464.000000 to -92692360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -208506.156250 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -208506.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -205869.828125 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -205869.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -206425.937500 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -206425.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -206573.562500 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -206573.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -206632.843750 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -206632.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -206671.609375 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -206671.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -206699.437500 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -206699.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -206726.562500 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -206726.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -206754.453125 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -206754.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -206768.062500 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -206768.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -206773.015625 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -206773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -206776.500000 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -206776.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -206783.625000 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -206783.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -206790.781250 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -206790.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -206796.562500 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -206796.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -206803.921875 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -206803.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -206809.546875 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -206809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -206812.546875 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -206812.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -206814.093750 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -206814.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -206818.125000 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -206818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -206822.703125 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -206822.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -206824.250000 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -206824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -206826.046875 Penalty: 3784.468018
	Iteration 21Q: 3 clusters Score -206826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -206828.812500 Penalty: 3784.468018
	Iteration 22Q: 3 clusters Score -206828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -206829.625000 Penalty: 3784.468018
	Iteration 23Q: 3 clusters Score -206829.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -206829.703125 Penalty: 3784.468018
	Iteration 24Q: 3 clusters Score -206829.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -206829.703125 Penalty: 3784.468018
	Iteration 25F: 3 clusters Score -206829.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Entering Unmasked Estep 
Score: -1854247.875000 Penalty: 2397.275879
	Iteration 0F: 2 clusters Score -1854248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1842793.625000 Penalty: 4794.551758
	Iteration 0F: 3 clusters Score -1842794 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1846409.500000 Penalty: 4794.551758
	Iteration 1F: 3 clusters Score -1846410 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1846850.250000 Penalty: 4794.551758
	Iteration 2F: 3 clusters Score -1846850 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1847318.750000 Penalty: 4794.551758
	Iteration 3F: 3 clusters Score -1847319 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1847867.375000 Penalty: 4794.551758
	Iteration 4F: 3 clusters Score -1847867 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1848509.250000 Penalty: 4794.551758
	Iteration 5F: 3 clusters Score -1848509 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1849283.125000 Penalty: 4794.551758
	Iteration 6F: 3 clusters Score -1849283 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1850061.375000 Penalty: 4794.551758
	Iteration 7F: 3 clusters Score -1850061 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1850740.625000 Penalty: 4794.551758
	Iteration 8F: 3 clusters Score -1850741 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1851289.250000 Penalty: 4794.551758
	Iteration 9Q: 3 clusters Score -1851289 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1851625.625000 Penalty: 4794.551758
	Iteration 10Q: 3 clusters Score -1851626 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1851805.875000 Penalty: 4794.551758
	Iteration 11Q: 3 clusters Score -1851806 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1851900.500000 Penalty: 4794.551758
	Iteration 12Q: 3 clusters Score -1851900 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1851956.500000 Penalty: 4794.551758
	Iteration 13Q: 3 clusters Score -1851956 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1851993.875000 Penalty: 4794.551758
	Iteration 14Q: 3 clusters Score -1851994 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1852014.000000 Penalty: 4794.551758
	Iteration 15Q: 3 clusters Score -1852014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1852039.000000 Penalty: 4794.551758
	Iteration 16Q: 3 clusters Score -1852039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1852056.375000 Penalty: 4794.551758
	Iteration 17Q: 3 clusters Score -1852056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1852063.750000 Penalty: 4794.551758
	Iteration 18Q: 3 clusters Score -1852064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1852074.125000 Penalty: 4794.551758
	Iteration 19Q: 3 clusters Score -1852074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1852093.000000 Penalty: 4794.551758
	Iteration 20F: 3 clusters Score -1852093 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1852108.750000 Penalty: 4794.551758
	Iteration 21Q: 3 clusters Score -1852109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1852113.000000 Penalty: 4794.551758
	Iteration 22Q: 3 clusters Score -1852113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1852128.500000 Penalty: 4794.551758
	Iteration 23Q: 3 clusters Score -1852128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1852136.375000 Penalty: 4794.551758
	Iteration 24Q: 3 clusters Score -1852136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1852145.875000 Penalty: 4794.551758
	Iteration 25Q: 3 clusters Score -1852146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1852153.750000 Penalty: 4794.551758
	Iteration 26Q: 3 clusters Score -1852154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1852158.250000 Penalty: 4794.551758
	Iteration 27Q: 3 clusters Score -1852158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1852167.375000 Penalty: 4794.551758
	Iteration 28Q: 3 clusters Score -1852167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1852177.375000 Penalty: 4794.551758
	Iteration 29Q: 3 clusters Score -1852177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1852178.500000 Penalty: 4794.551758
	Iteration 30Q: 3 clusters Score -1852178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1852184.750000 Penalty: 4794.551758
	Iteration 31Q: 3 clusters Score -1852185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1852185.500000 Penalty: 4794.551758
	Iteration 32Q: 3 clusters Score -1852186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1852186.875000 Penalty: 4794.551758
	Iteration 33Q: 3 clusters Score -1852187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1852189.875000 Penalty: 4794.551758
	Iteration 34Q: 3 clusters Score -1852190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1852190.000000 Penalty: 4794.551758
	Iteration 35Q: 3 clusters Score -1852190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1852190.125000 Penalty: 4794.551758
	Iteration 36Q: 3 clusters Score -1852190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1852192.500000 Penalty: 4794.551758
	Iteration 37Q: 3 clusters Score -1852192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1852198.750000 Penalty: 4794.551758
	Iteration 38Q: 3 clusters Score -1852199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1852200.375000 Penalty: 4794.551758
	Iteration 39Q: 3 clusters Score -1852200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1852201.625000 Penalty: 4794.551758
	Iteration 40F: 3 clusters Score -1852202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1852204.625000 Penalty: 4794.551758
	Iteration 41Q: 3 clusters Score -1852205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1852212.625000 Penalty: 4794.551758
	Iteration 42Q: 3 clusters Score -1852213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1852216.500000 Penalty: 4794.551758
	Iteration 43Q: 3 clusters Score -1852216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1852220.125000 Penalty: 4794.551758
	Iteration 44Q: 3 clusters Score -1852220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1852227.250000 Penalty: 4794.551758
	Iteration 45Q: 3 clusters Score -1852227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1852239.375000 Penalty: 4794.551758
	Iteration 46Q: 3 clusters Score -1852239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1852245.375000 Penalty: 4794.551758
	Iteration 47Q: 3 clusters Score -1852245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1852249.000000 Penalty: 4794.551758
	Iteration 48Q: 3 clusters Score -1852249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1852256.375000 Penalty: 4794.551758
	Iteration 49Q: 3 clusters Score -1852256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1852254.875000 Penalty: 4794.551758
	Iteration 50Q: 3 clusters Score -1852255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1852260.000000 Penalty: 4794.551758
	Iteration 51Q: 3 clusters Score -1852260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1852260.375000 Penalty: 4794.551758
	Iteration 52Q: 3 clusters Score -1852260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1852267.250000 Penalty: 4794.551758
	Iteration 53Q: 3 clusters Score -1852267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1852272.125000 Penalty: 4794.551758
	Iteration 54Q: 3 clusters Score -1852272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1852281.000000 Penalty: 4794.551758
	Iteration 55Q: 3 clusters Score -1852281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1852282.875000 Penalty: 4794.551758
	Iteration 56Q: 3 clusters Score -1852283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1852285.250000 Penalty: 4794.551758
	Iteration 57Q: 3 clusters Score -1852285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1852285.625000 Penalty: 4794.551758
	Iteration 58Q: 3 clusters Score -1852286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1852289.875000 Penalty: 4794.551758
	Iteration 59Q: 3 clusters Score -1852290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1852290.500000 Penalty: 4794.551758
	Iteration 60F: 3 clusters Score -1852290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1852290.750000 Penalty: 4794.551758
	Iteration 61Q: 3 clusters Score -1852291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1852289.000000 Penalty: 4794.551758
	Iteration 62Q: 3 clusters Score -1852289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1852288.500000 Penalty: 4794.551758
	Iteration 63Q: 3 clusters Score -1852288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1852286.125000 Penalty: 4794.551758
	Iteration 64Q: 3 clusters Score -1852286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1852287.000000 Penalty: 4794.551758
	Iteration 65Q: 3 clusters Score -1852287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1852287.000000 Penalty: 4794.551758
	Iteration 66F: 3 clusters Score -1852287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Entering Unmasked Estep 
Score: -684515.000000 Penalty: 2154.360107
	Iteration 0F: 2 clusters Score -684515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -679492.187500 Penalty: 4308.720215
	Iteration 0F: 3 clusters Score -679492.2 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -680739.500000 Penalty: 4308.720215
	Iteration 1F: 3 clusters Score -680739.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -680922.062500 Penalty: 4308.720215
	Iteration 2F: 3 clusters Score -680922.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -681024.312500 Penalty: 4308.720215
	Iteration 3Q: 3 clusters Score -681024.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -681108.750000 Penalty: 4308.720215
	Iteration 4Q: 3 clusters Score -681108.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -681173.937500 Penalty: 4308.720215
	Iteration 5Q: 3 clusters Score -681173.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -681216.062500 Penalty: 4308.720215
	Iteration 6Q: 3 clusters Score -681216.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -681252.375000 Penalty: 4308.720215
	Iteration 7Q: 3 clusters Score -681252.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -681279.687500 Penalty: 4308.720215
	Iteration 8Q: 3 clusters Score -681279.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -681300.812500 Penalty: 4308.720215
	Iteration 9Q: 3 clusters Score -681300.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -681313.812500 Penalty: 4308.720215
	Iteration 10Q: 3 clusters Score -681313.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -681323.812500 Penalty: 4308.720215
	Iteration 11Q: 3 clusters Score -681323.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -681334.000000 Penalty: 4308.720215
	Iteration 12Q: 3 clusters Score -681334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -681344.312500 Penalty: 4308.720215
	Iteration 13Q: 3 clusters Score -681344.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -681352.000000 Penalty: 4308.720215
	Iteration 14Q: 3 clusters Score -681352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -681359.437500 Penalty: 4308.720215
	Iteration 15Q: 3 clusters Score -681359.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -681364.125000 Penalty: 4308.720215
	Iteration 16Q: 3 clusters Score -681364.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -681368.875000 Penalty: 4308.720215
	Iteration 17Q: 3 clusters Score -681368.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -681375.125000 Penalty: 4308.720215
	Iteration 18Q: 3 clusters Score -681375.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -681381.437500 Penalty: 4308.720215
	Iteration 19Q: 3 clusters Score -681381.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -681383.062500 Penalty: 4308.720215
	Iteration 20F: 3 clusters Score -681383.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -681386.875000 Penalty: 4308.720215
	Iteration 21Q: 3 clusters Score -681386.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -681393.625000 Penalty: 4308.720215
	Iteration 22Q: 3 clusters Score -681393.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -681394.562500 Penalty: 4308.720215
	Iteration 23Q: 3 clusters Score -681394.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -681399.000000 Penalty: 4308.720215
	Iteration 24Q: 3 clusters Score -681399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -681402.437500 Penalty: 4308.720215
	Iteration 25Q: 3 clusters Score -681402.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -681401.312500 Penalty: 4308.720215
	Iteration 26Q: 3 clusters Score -681401.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -681401.250000 Penalty: 4308.720215
	Iteration 27Q: 3 clusters Score -681401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -681404.125000 Penalty: 4308.720215
	Iteration 28Q: 3 clusters Score -681404.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -681406.750000 Penalty: 4308.720215
	Iteration 29Q: 3 clusters Score -681406.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -681408.312500 Penalty: 4308.720215
	Iteration 30Q: 3 clusters Score -681408.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -681411.000000 Penalty: 4308.720215
	Iteration 31Q: 3 clusters Score -681411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -681413.937500 Penalty: 4308.720215
	Iteration 32Q: 3 clusters Score -681413.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -681416.750000 Penalty: 4308.720215
	Iteration 33Q: 3 clusters Score -681416.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -681418.500000 Penalty: 4308.720215
	Iteration 34Q: 3 clusters Score -681418.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -681419.250000 Penalty: 4308.720215
	Iteration 35Q: 3 clusters Score -681419.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -681420.000000 Penalty: 4308.720215
	Iteration 36Q: 3 clusters Score -681420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -681421.750000 Penalty: 4308.720215
	Iteration 37Q: 3 clusters Score -681421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -681423.000000 Penalty: 4308.720215
	Iteration 38Q: 3 clusters Score -681423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -681422.375000 Penalty: 4308.720215
	Iteration 39Q: 3 clusters Score -681422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -681421.875000 Penalty: 4308.720215
	Iteration 40F: 3 clusters Score -681421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -681424.312500 Penalty: 4308.720215
	Iteration 41Q: 3 clusters Score -681424.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -681424.562500 Penalty: 4308.720215
	Iteration 42Q: 3 clusters Score -681424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -681425.812500 Penalty: 4308.720215
	Iteration 43Q: 3 clusters Score -681425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -681427.437500 Penalty: 4308.720215
	Iteration 44Q: 3 clusters Score -681427.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -681428.125000 Penalty: 4308.720215
	Iteration 45Q: 3 clusters Score -681428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -681429.062500 Penalty: 4308.720215
	Iteration 46Q: 3 clusters Score -681429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -681428.687500 Penalty: 4308.720215
	Iteration 47Q: 3 clusters Score -681428.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -681429.687500 Penalty: 4308.720215
	Iteration 48Q: 3 clusters Score -681429.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -681431.250000 Penalty: 4308.720215
	Iteration 49Q: 3 clusters Score -681431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -681431.625000 Penalty: 4308.720215
	Iteration 50Q: 3 clusters Score -681431.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -681431.437500 Penalty: 4308.720215
	Iteration 51Q: 3 clusters Score -681431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -681431.437500 Penalty: 4308.720215
	Iteration 52F: 3 clusters Score -681431.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Entering Unmasked Estep 
Score: -5043539.000000 Penalty: 2647.172363
	Iteration 0F: 2 clusters Score -5043539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -5014327.500000 Penalty: 5294.344727
	Iteration 0F: 3 clusters Score -5014328 nChanged 19758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -5025197.500000 Penalty: 5294.344727
	Iteration 1F: 3 clusters Score -5025198 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5025645.000000 Penalty: 5294.344727
	Iteration 2Q: 3 clusters Score -5025645 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -5026135.500000 Penalty: 5294.344727
	Iteration 3Q: 3 clusters Score -5026136 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -5026649.500000 Penalty: 5294.344727
	Iteration 4Q: 3 clusters Score -5026650 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -5027309.000000 Penalty: 5294.344727
	Iteration 5Q: 3 clusters Score -5027309 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -5028286.500000 Penalty: 5294.344727
	Iteration 6Q: 3 clusters Score -5028286 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -5029784.500000 Penalty: 5294.344727
	Iteration 7F: 3 clusters Score -5029784 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -5031917.000000 Penalty: 5294.344727
	Iteration 8F: 3 clusters Score -5031917 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -5034682.000000 Penalty: 5294.344727
	Iteration 9F: 3 clusters Score -5034682 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -5037650.500000 Penalty: 5294.344727
	Iteration 10F: 3 clusters Score -5037650 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -5039758.000000 Penalty: 5294.344727
	Iteration 11Q: 3 clusters Score -5039758 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -5040900.500000 Penalty: 5294.344727
	Iteration 12Q: 3 clusters Score -5040900 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -5041503.000000 Penalty: 5294.344727
	Iteration 13Q: 3 clusters Score -5041503 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -5041833.000000 Penalty: 5294.344727
	Iteration 14Q: 3 clusters Score -5041833 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -5042021.500000 Penalty: 5294.344727
	Iteration 15Q: 3 clusters Score -5042022 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -5042123.000000 Penalty: 5294.344727
	Iteration 16Q: 3 clusters Score -5042123 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -5042212.500000 Penalty: 5294.344727
	Iteration 17Q: 3 clusters Score -5042212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -5042278.000000 Penalty: 5294.344727
	Iteration 18Q: 3 clusters Score -5042278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -5042311.500000 Penalty: 5294.344727
	Iteration 19Q: 3 clusters Score -5042312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -5042468.500000 Penalty: 5294.344727
	Iteration 20F: 3 clusters Score -5042468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -5042563.500000 Penalty: 5294.344727
	Iteration 21Q: 3 clusters Score -5042564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -5042613.500000 Penalty: 5294.344727
	Iteration 22Q: 3 clusters Score -5042614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -5042633.000000 Penalty: 5294.344727
	Iteration 23Q: 3 clusters Score -5042633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -5042645.000000 Penalty: 5294.344727
	Iteration 24Q: 3 clusters Score -5042645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -5042645.500000 Penalty: 5294.344727
	Iteration 25Q: 3 clusters Score -5042646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -5042653.000000 Penalty: 5294.344727
	Iteration 26Q: 3 clusters Score -5042653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -5042659.500000 Penalty: 5294.344727
	Iteration 27Q: 3 clusters Score -5042660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -5042660.000000 Penalty: 5294.344727
	Iteration 28Q: 3 clusters Score -5042660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -5042661.000000 Penalty: 5294.344727
	Iteration 29Q: 3 clusters Score -5042661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -5042662.000000 Penalty: 5294.344727
	Iteration 30F: 3 clusters Score -5042662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -5042663.000000 Penalty: 5294.344727
	Iteration 31Q: 3 clusters Score -5042663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -5042663.000000 Penalty: 5294.344727
	Iteration 32F: 3 clusters Score -5042663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -314407.843750 Penalty: 1962.008301
	Iteration 0F: 2 clusters Score -314407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -311364.437500 Penalty: 3924.016602
	Iteration 0F: 3 clusters Score -311364.4 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -311969.375000 Penalty: 3924.016602
	Iteration 1F: 3 clusters Score -311969.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -312119.031250 Penalty: 3924.016602
	Iteration 2F: 3 clusters Score -312119 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -312215.937500 Penalty: 3924.016602
	Iteration 3Q: 3 clusters Score -312215.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -312333.000000 Penalty: 3924.016602
	Iteration 4Q: 3 clusters Score -312333 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -312517.875000 Penalty: 3924.016602
	Iteration 5Q: 3 clusters Score -312517.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -312713.812500 Penalty: 3924.016602
	Iteration 6F: 3 clusters Score -312713.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -312840.812500 Penalty: 3924.016602
	Iteration 7Q: 3 clusters Score -312840.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -312952.437500 Penalty: 3924.016602
	Iteration 8Q: 3 clusters Score -312952.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -313036.031250 Penalty: 3924.016602
	Iteration 9Q: 3 clusters Score -313036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -313100.812500 Penalty: 3924.016602
	Iteration 10Q: 3 clusters Score -313100.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -313175.375000 Penalty: 3924.016602
	Iteration 11Q: 3 clusters Score -313175.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -313244.218750 Penalty: 3924.016602
	Iteration 12Q: 3 clusters Score -313244.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -313304.312500 Penalty: 3924.016602
	Iteration 13Q: 3 clusters Score -313304.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -313347.625000 Penalty: 3924.016602
	Iteration 14Q: 3 clusters Score -313347.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -313393.093750 Penalty: 3924.016602
	Iteration 15Q: 3 clusters Score -313393.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -313433.937500 Penalty: 3924.016602
	Iteration 16Q: 3 clusters Score -313433.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -313462.250000 Penalty: 3924.016602
	Iteration 17Q: 3 clusters Score -313462.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -313482.406250 Penalty: 3924.016602
	Iteration 18Q: 3 clusters Score -313482.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -313503.437500 Penalty: 3924.016602
	Iteration 19Q: 3 clusters Score -313503.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -313524.750000 Penalty: 3924.016602
	Iteration 20F: 3 clusters Score -313524.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -313547.531250 Penalty: 3924.016602
	Iteration 21Q: 3 clusters Score -313547.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -313563.812500 Penalty: 3924.016602
	Iteration 22Q: 3 clusters Score -313563.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -313592.937500 Penalty: 3924.016602
	Iteration 23Q: 3 clusters Score -313592.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -313621.156250 Penalty: 3924.016602
	Iteration 24Q: 3 clusters Score -313621.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -313631.750000 Penalty: 3924.016602
	Iteration 25Q: 3 clusters Score -313631.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -313639.062500 Penalty: 3924.016602
	Iteration 26Q: 3 clusters Score -313639.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -313646.531250 Penalty: 3924.016602
	Iteration 27Q: 3 clusters Score -313646.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -313648.937500 Penalty: 3924.016602
	Iteration 28Q: 3 clusters Score -313648.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -313651.187500 Penalty: 3924.016602
	Iteration 29Q: 3 clusters Score -313651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -313652.656250 Penalty: 3924.016602
	Iteration 30Q: 3 clusters Score -313652.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -313654.312500 Penalty: 3924.016602
	Iteration 31Q: 3 clusters Score -313654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -313655.687500 Penalty: 3924.016602
	Iteration 32Q: 3 clusters Score -313655.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -313655.687500 Penalty: 3924.016602
	Iteration 33F: 3 clusters Score -313655.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -47161.949219 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -47161.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45719.097656 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -45719.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45860.339844 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -45860.34 nChanged 15
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: -45892.679688 Penalty: 3035.667480
	Iteration 2Q: 3 clusters Score -45892.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45906.617188 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -45906.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45909.410156 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -45909.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45909.410156 Penalty: 3035.667480
	Iteration 5F: 3 clusters Score -45909.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Entering Unmasked Estep 
Score: -4803755.000000 Penalty: 2643.402588
	Iteration 0F: 2 clusters Score -4803755 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 21297 members 
Entering Unmasked Estep 
Score: -4775038.500000 Penalty: 5286.805176
	Iteration 0F: 3 clusters Score -4775038 nChanged 19488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -4785785.500000 Penalty: 5286.805176
	Iteration 1F: 3 clusters Score -4785786 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -4786324.000000 Penalty: 5286.805176
	Iteration 2Q: 3 clusters Score -4786324 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -4786886.000000 Penalty: 5286.805176
	Iteration 3Q: 3 clusters Score -4786886 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -4787450.000000 Penalty: 5286.805176
	Iteration 4Q: 3 clusters Score -4787450 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -4788075.500000 Penalty: 5286.805176
	Iteration 5Q: 3 clusters Score -4788076 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -4788712.500000 Penalty: 5286.805176
	Iteration 6Q: 3 clusters Score -4788712 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -4789364.500000 Penalty: 5286.805176
	Iteration 7Q: 3 clusters Score -4789364 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -4790012.500000 Penalty: 5286.805176
	Iteration 8Q: 3 clusters Score -4790012 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4790640.500000 Penalty: 5286.805176
	Iteration 9Q: 3 clusters Score -4790640 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -4791286.500000 Penalty: 5286.805176
	Iteration 10Q: 3 clusters Score -4791286 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -4791942.500000 Penalty: 5286.805176
	Iteration 11Q: 3 clusters Score -4791942 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -4792666.000000 Penalty: 5286.805176
	Iteration 12Q: 3 clusters Score -4792666 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -4793430.500000 Penalty: 5286.805176
	Iteration 13Q: 3 clusters Score -4793430 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -4794261.000000 Penalty: 5286.805176
	Iteration 14Q: 3 clusters Score -4794261 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -4795343.000000 Penalty: 5286.805176
	Iteration 15Q: 3 clusters Score -4795343 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -4796663.500000 Penalty: 5286.805176
	Iteration 16Q: 3 clusters Score -4796664 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -4798183.500000 Penalty: 5286.805176
	Iteration 17Q: 3 clusters Score -4798184 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4799559.000000 Penalty: 5286.805176
	Iteration 18Q: 3 clusters Score -4799559 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4800478.000000 Penalty: 5286.805176
	Iteration 19Q: 3 clusters Score -4800478 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4800968.000000 Penalty: 5286.805176
	Iteration 20F: 3 clusters Score -4800968 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4801210.500000 Penalty: 5286.805176
	Iteration 21Q: 3 clusters Score -4801210 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4801335.000000 Penalty: 5286.805176
	Iteration 22Q: 3 clusters Score -4801335 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4801430.500000 Penalty: 5286.805176
	Iteration 23Q: 3 clusters Score -4801430 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4801480.000000 Penalty: 5286.805176
	Iteration 24Q: 3 clusters Score -4801480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4801516.000000 Penalty: 5286.805176
	Iteration 25Q: 3 clusters Score -4801516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4801540.000000 Penalty: 5286.805176
	Iteration 26Q: 3 clusters Score -4801540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4801570.500000 Penalty: 5286.805176
	Iteration 27Q: 3 clusters Score -4801570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4801579.500000 Penalty: 5286.805176
	Iteration 28Q: 3 clusters Score -4801580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4801588.500000 Penalty: 5286.805176
	Iteration 29Q: 3 clusters Score -4801588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4801592.500000 Penalty: 5286.805176
	Iteration 30Q: 3 clusters Score -4801592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4801588.000000 Penalty: 5286.805176
	Iteration 31Q: 3 clusters Score -4801588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4801595.500000 Penalty: 5286.805176
	Iteration 32Q: 3 clusters Score -4801596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4801598.000000 Penalty: 5286.805176
	Iteration 33Q: 3 clusters Score -4801598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4801606.500000 Penalty: 5286.805176
	Iteration 34Q: 3 clusters Score -4801606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4801614.000000 Penalty: 5286.805176
	Iteration 35Q: 3 clusters Score -4801614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4801613.500000 Penalty: 5286.805176
	Iteration 36Q: 3 clusters Score -4801614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4801621.000000 Penalty: 5286.805176
	Iteration 37Q: 3 clusters Score -4801621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4801627.000000 Penalty: 5286.805176
	Iteration 38Q: 3 clusters Score -4801627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4801626.500000 Penalty: 5286.805176
	Iteration 39Q: 3 clusters Score -4801626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4801636.500000 Penalty: 5286.805176
	Iteration 40F: 3 clusters Score -4801636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4801648.500000 Penalty: 5286.805176
	Iteration 41Q: 3 clusters Score -4801648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4801645.500000 Penalty: 5286.805176
	Iteration 42Q: 3 clusters Score -4801646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4801656.500000 Penalty: 5286.805176
	Iteration 43Q: 3 clusters Score -4801656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4801664.000000 Penalty: 5286.805176
	Iteration 44Q: 3 clusters Score -4801664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4801664.000000 Penalty: 5286.805176
	Iteration 45F: 3 clusters Score -4801664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -60509.691406 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -60509.69 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 285 members 
Entering Unmasked Estep 
Score: -58895.011719 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -58895.01 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59105.417969 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -59105.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59148.839844 Penalty: 3160.319580
	Iteration 2Q: 3 clusters Score -59148.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59166.171875 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -59166.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59184.148438 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -59184.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59201.710938 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -59201.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59217.988281 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -59217.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59230.410156 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -59230.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59238.171875 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -59238.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59250.066406 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -59250.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59252.351562 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -59252.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59255.621094 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -59255.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59255.621094 Penalty: 3160.319580
	Iteration 12F: 3 clusters Score -59255.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Entering Unmasked Estep 
Score: -773913.312500 Penalty: 2182.054199
	Iteration 0F: 2 clusters Score -773913.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -768367.875000 Penalty: 4364.108398
	Iteration 0F: 3 clusters Score -768367.9 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -769761.000000 Penalty: 4364.108398
	Iteration 1F: 3 clusters Score -769761 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -770006.125000 Penalty: 4364.108398
	Iteration 2F: 3 clusters Score -770006.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -770154.375000 Penalty: 4364.108398
	Iteration 3F: 3 clusters Score -770154.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -770256.500000 Penalty: 4364.108398
	Iteration 4Q: 3 clusters Score -770256.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -770333.250000 Penalty: 4364.108398
	Iteration 5Q: 3 clusters Score -770333.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -770392.625000 Penalty: 4364.108398
	Iteration 6Q: 3 clusters Score -770392.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -770444.312500 Penalty: 4364.108398
	Iteration 7Q: 3 clusters Score -770444.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -770497.625000 Penalty: 4364.108398
	Iteration 8Q: 3 clusters Score -770497.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -770551.687500 Penalty: 4364.108398
	Iteration 9Q: 3 clusters Score -770551.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -770597.812500 Penalty: 4364.108398
	Iteration 10Q: 3 clusters Score -770597.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -770642.687500 Penalty: 4364.108398
	Iteration 11Q: 3 clusters Score -770642.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -770683.437500 Penalty: 4364.108398
	Iteration 12Q: 3 clusters Score -770683.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -770723.187500 Penalty: 4364.108398
	Iteration 13Q: 3 clusters Score -770723.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -770755.875000 Penalty: 4364.108398
	Iteration 14Q: 3 clusters Score -770755.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -770789.062500 Penalty: 4364.108398
	Iteration 15Q: 3 clusters Score -770789.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -770824.250000 Penalty: 4364.108398
	Iteration 16Q: 3 clusters Score -770824.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -770861.750000 Penalty: 4364.108398
	Iteration 17Q: 3 clusters Score -770861.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -770902.812500 Penalty: 4364.108398
	Iteration 18Q: 3 clusters Score -770902.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -770938.937500 Penalty: 4364.108398
	Iteration 19Q: 3 clusters Score -770938.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -770983.125000 Penalty: 4364.108398
	Iteration 20F: 3 clusters Score -770983.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -771038.375000 Penalty: 4364.108398
	Iteration 21Q: 3 clusters Score -771038.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -771110.437500 Penalty: 4364.108398
	Iteration 22Q: 3 clusters Score -771110.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -771178.375000 Penalty: 4364.108398
	Iteration 23Q: 3 clusters Score -771178.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -771261.125000 Penalty: 4364.108398
	Iteration 24Q: 3 clusters Score -771261.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -771335.875000 Penalty: 4364.108398
	Iteration 25Q: 3 clusters Score -771335.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -771404.812500 Penalty: 4364.108398
	Iteration 26Q: 3 clusters Score -771404.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -771478.062500 Penalty: 4364.108398
	Iteration 27Q: 3 clusters Score -771478.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -771553.375000 Penalty: 4364.108398
	Iteration 28Q: 3 clusters Score -771553.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -771610.187500 Penalty: 4364.108398
	Iteration 29Q: 3 clusters Score -771610.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -771670.125000 Penalty: 4364.108398
	Iteration 30Q: 3 clusters Score -771670.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -771720.000000 Penalty: 4364.108398
	Iteration 31Q: 3 clusters Score -771720 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -771773.687500 Penalty: 4364.108398
	Iteration 32Q: 3 clusters Score -771773.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -771809.500000 Penalty: 4364.108398
	Iteration 33Q: 3 clusters Score -771809.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -771838.625000 Penalty: 4364.108398
	Iteration 34Q: 3 clusters Score -771838.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -771863.687500 Penalty: 4364.108398
	Iteration 35Q: 3 clusters Score -771863.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -771882.437500 Penalty: 4364.108398
	Iteration 36Q: 3 clusters Score -771882.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -771895.625000 Penalty: 4364.108398
	Iteration 37Q: 3 clusters Score -771895.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -771901.875000 Penalty: 4364.108398
	Iteration 38Q: 3 clusters Score -771901.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -771909.812500 Penalty: 4364.108398
	Iteration 39Q: 3 clusters Score -771909.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -771910.562500 Penalty: 4364.108398
	Iteration 40F: 3 clusters Score -771910.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -771915.500000 Penalty: 4364.108398
	Iteration 41Q: 3 clusters Score -771915.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -771918.125000 Penalty: 4364.108398
	Iteration 42Q: 3 clusters Score -771918.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -771921.875000 Penalty: 4364.108398
	Iteration 43Q: 3 clusters Score -771921.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -771927.000000 Penalty: 4364.108398
	Iteration 44Q: 3 clusters Score -771927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -771929.875000 Penalty: 4364.108398
	Iteration 45Q: 3 clusters Score -771929.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -771930.812500 Penalty: 4364.108398
	Iteration 46Q: 3 clusters Score -771930.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -771936.125000 Penalty: 4364.108398
	Iteration 47Q: 3 clusters Score -771936.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -771938.687500 Penalty: 4364.108398
	Iteration 48Q: 3 clusters Score -771938.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -771941.625000 Penalty: 4364.108398
	Iteration 49Q: 3 clusters Score -771941.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -771944.687500 Penalty: 4364.108398
	Iteration 50Q: 3 clusters Score -771944.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -771945.937500 Penalty: 4364.108398
	Iteration 51Q: 3 clusters Score -771945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -771949.312500 Penalty: 4364.108398
	Iteration 52Q: 3 clusters Score -771949.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -771949.562500 Penalty: 4364.108398
	Iteration 53Q: 3 clusters Score -771949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -771948.812500 Penalty: 4364.108398
	Iteration 54Q: 3 clusters Score -771948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -771948.687500 Penalty: 4364.108398
	Iteration 55Q: 3 clusters Score -771948.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -771949.312500 Penalty: 4364.108398
	Iteration 56Q: 3 clusters Score -771949.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -771950.625000 Penalty: 4364.108398
	Iteration 57Q: 3 clusters Score -771950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -771951.750000 Penalty: 4364.108398
	Iteration 58Q: 3 clusters Score -771951.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -771950.687500 Penalty: 4364.108398
	Iteration 59Q: 3 clusters Score -771950.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -771951.375000 Penalty: 4364.108398
	Iteration 60F: 3 clusters Score -771951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -771951.750000 Penalty: 4364.108398
	Iteration 61Q: 3 clusters Score -771951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -771951.750000 Penalty: 4364.108398
	Iteration 62F: 3 clusters Score -771951.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Entering Unmasked Estep 
Score: -2718009.250000 Penalty: 2492.466553
	Iteration 0F: 2 clusters Score -2718009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2702018.750000 Penalty: 4984.933105
	Iteration 0F: 3 clusters Score -2702019 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2707346.250000 Penalty: 4984.933105
	Iteration 1F: 3 clusters Score -2707346 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2707769.000000 Penalty: 4984.933105
	Iteration 2Q: 3 clusters Score -2707769 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2708141.500000 Penalty: 4984.933105
	Iteration 3Q: 3 clusters Score -2708142 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2708522.250000 Penalty: 4984.933105
	Iteration 4Q: 3 clusters Score -2708522 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2709009.750000 Penalty: 4984.933105
	Iteration 5Q: 3 clusters Score -2709010 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2709598.000000 Penalty: 4984.933105
	Iteration 6Q: 3 clusters Score -2709598 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2710352.500000 Penalty: 4984.933105
	Iteration 7F: 3 clusters Score -2710352 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2711332.500000 Penalty: 4984.933105
	Iteration 8F: 3 clusters Score -2711332 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2712644.750000 Penalty: 4984.933105
	Iteration 9F: 3 clusters Score -2712645 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2714162.250000 Penalty: 4984.933105
	Iteration 10F: 3 clusters Score -2714162 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2715385.250000 Penalty: 4984.933105
	Iteration 11F: 3 clusters Score -2715385 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2716053.750000 Penalty: 4984.933105
	Iteration 12Q: 3 clusters Score -2716054 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2716351.750000 Penalty: 4984.933105
	Iteration 13Q: 3 clusters Score -2716352 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2716477.000000 Penalty: 4984.933105
	Iteration 14Q: 3 clusters Score -2716477 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2716552.750000 Penalty: 4984.933105
	Iteration 15Q: 3 clusters Score -2716553 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2716583.000000 Penalty: 4984.933105
	Iteration 16Q: 3 clusters Score -2716583 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2716616.750000 Penalty: 4984.933105
	Iteration 17Q: 3 clusters Score -2716617 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2716634.750000 Penalty: 4984.933105
	Iteration 18Q: 3 clusters Score -2716635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2716644.000000 Penalty: 4984.933105
	Iteration 19Q: 3 clusters Score -2716644 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2716657.000000 Penalty: 4984.933105
	Iteration 20F: 3 clusters Score -2716657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2716668.250000 Penalty: 4984.933105
	Iteration 21Q: 3 clusters Score -2716668 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2716699.250000 Penalty: 4984.933105
	Iteration 22Q: 3 clusters Score -2716699 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2716709.000000 Penalty: 4984.933105
	Iteration 23Q: 3 clusters Score -2716709 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2716733.750000 Penalty: 4984.933105
	Iteration 24Q: 3 clusters Score -2716734 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2716750.500000 Penalty: 4984.933105
	Iteration 25Q: 3 clusters Score -2716750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2716771.750000 Penalty: 4984.933105
	Iteration 26Q: 3 clusters Score -2716772 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2716784.750000 Penalty: 4984.933105
	Iteration 27Q: 3 clusters Score -2716785 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2716808.750000 Penalty: 4984.933105
	Iteration 28Q: 3 clusters Score -2716809 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2716832.500000 Penalty: 4984.933105
	Iteration 29Q: 3 clusters Score -2716832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2716867.750000 Penalty: 4984.933105
	Iteration 30Q: 3 clusters Score -2716868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2716875.000000 Penalty: 4984.933105
	Iteration 31Q: 3 clusters Score -2716875 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2716884.500000 Penalty: 4984.933105
	Iteration 32Q: 3 clusters Score -2716884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2716889.250000 Penalty: 4984.933105
	Iteration 33Q: 3 clusters Score -2716889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2716889.750000 Penalty: 4984.933105
	Iteration 34Q: 3 clusters Score -2716890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2716898.000000 Penalty: 4984.933105
	Iteration 35Q: 3 clusters Score -2716898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2716895.000000 Penalty: 4984.933105
	Iteration 36Q: 3 clusters Score -2716895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2716910.750000 Penalty: 4984.933105
	Iteration 37Q: 3 clusters Score -2716911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2716921.000000 Penalty: 4984.933105
	Iteration 38Q: 3 clusters Score -2716921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2716932.500000 Penalty: 4984.933105
	Iteration 39Q: 3 clusters Score -2716932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2716924.250000 Penalty: 4984.933105
	Iteration 40F: 3 clusters Score -2716924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2716927.500000 Penalty: 4984.933105
	Iteration 41Q: 3 clusters Score -2716928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2716932.750000 Penalty: 4984.933105
	Iteration 42Q: 3 clusters Score -2716933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2716943.750000 Penalty: 4984.933105
	Iteration 43Q: 3 clusters Score -2716944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2716942.500000 Penalty: 4984.933105
	Iteration 44Q: 3 clusters Score -2716942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2716946.250000 Penalty: 4984.933105
	Iteration 45Q: 3 clusters Score -2716946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2716950.500000 Penalty: 4984.933105
	Iteration 46Q: 3 clusters Score -2716950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2716954.250000 Penalty: 4984.933105
	Iteration 47Q: 3 clusters Score -2716954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2716946.000000 Penalty: 4984.933105
	Iteration 48Q: 3 clusters Score -2716946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2716948.750000 Penalty: 4984.933105
	Iteration 49Q: 3 clusters Score -2716949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2716949.000000 Penalty: 4984.933105
	Iteration 50Q: 3 clusters Score -2716949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2716946.750000 Penalty: 4984.933105
	Iteration 51Q: 3 clusters Score -2716947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2716951.000000 Penalty: 4984.933105
	Iteration 52Q: 3 clusters Score -2716951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2716954.000000 Penalty: 4984.933105
	Iteration 53Q: 3 clusters Score -2716954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2716954.500000 Penalty: 4984.933105
	Iteration 54Q: 3 clusters Score -2716954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2716957.500000 Penalty: 4984.933105
	Iteration 55Q: 3 clusters Score -2716958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2716961.250000 Penalty: 4984.933105
	Iteration 56Q: 3 clusters Score -2716961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2716959.000000 Penalty: 4984.933105
	Iteration 57Q: 3 clusters Score -2716959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2716961.000000 Penalty: 4984.933105
	Iteration 58Q: 3 clusters Score -2716961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2716959.250000 Penalty: 4984.933105
	Iteration 59Q: 3 clusters Score -2716959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2716963.000000 Penalty: 4984.933105
	Iteration 60F: 3 clusters Score -2716963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2716962.500000 Penalty: 4984.933105
	Iteration 61Q: 3 clusters Score -2716962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2716963.500000 Penalty: 4984.933105
	Iteration 62Q: 3 clusters Score -2716964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2716961.500000 Penalty: 4984.933105
	Iteration 63Q: 3 clusters Score -2716962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2716959.500000 Penalty: 4984.933105
	Iteration 64Q: 3 clusters Score -2716960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2716961.250000 Penalty: 4984.933105
	Iteration 65Q: 3 clusters Score -2716961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2716964.000000 Penalty: 4984.933105
	Iteration 66Q: 3 clusters Score -2716964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2716965.750000 Penalty: 4984.933105
	Iteration 67Q: 3 clusters Score -2716966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2716967.000000 Penalty: 4984.933105
	Iteration 68Q: 3 clusters Score -2716967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2716967.750000 Penalty: 4984.933105
	Iteration 69Q: 3 clusters Score -2716968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2716965.000000 Penalty: 4984.933105
	Iteration 70Q: 3 clusters Score -2716965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2716966.250000 Penalty: 4984.933105
	Iteration 71Q: 3 clusters Score -2716966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2716966.250000 Penalty: 4984.933105
	Iteration 72F: 3 clusters Score -2716966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -58687.609375 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -58687.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57104.707031 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -57104.71 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57271.035156 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -57271.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57314.929688 Penalty: 3112.281982
	Iteration 2Q: 3 clusters Score -57314.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57335.230469 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -57335.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57336.003906 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -57336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57337.875000 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -57337.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57337.875000 Penalty: 3112.281982
	Iteration 6F: 3 clusters Score -57337.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Entering Unmasked Estep 
Score: -503810.656250 Penalty: 2089.691162
	Iteration 0F: 2 clusters Score -503810.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -499569.187500 Penalty: 4179.382324
	Iteration 0F: 3 clusters Score -499569.2 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -500565.218750 Penalty: 4179.382324
	Iteration 1F: 3 clusters Score -500565.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -500865.812500 Penalty: 4179.382324
	Iteration 2F: 3 clusters Score -500865.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -501130.156250 Penalty: 4179.382324
	Iteration 3F: 3 clusters Score -501130.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -501351.875000 Penalty: 4179.382324
	Iteration 4F: 3 clusters Score -501351.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -501539.968750 Penalty: 4179.382324
	Iteration 5F: 3 clusters Score -501540 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -501723.156250 Penalty: 4179.382324
	Iteration 6F: 3 clusters Score -501723.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -501895.250000 Penalty: 4179.382324
	Iteration 7F: 3 clusters Score -501895.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -502036.187500 Penalty: 4179.382324
	Iteration 8Q: 3 clusters Score -502036.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -502138.437500 Penalty: 4179.382324
	Iteration 9Q: 3 clusters Score -502138.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -502219.093750 Penalty: 4179.382324
	Iteration 10Q: 3 clusters Score -502219.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -502284.875000 Penalty: 4179.382324
	Iteration 11Q: 3 clusters Score -502284.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -502332.656250 Penalty: 4179.382324
	Iteration 12Q: 3 clusters Score -502332.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -502374.375000 Penalty: 4179.382324
	Iteration 13Q: 3 clusters Score -502374.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -502417.375000 Penalty: 4179.382324
	Iteration 14Q: 3 clusters Score -502417.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -502450.000000 Penalty: 4179.382324
	Iteration 15Q: 3 clusters Score -502450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -502471.687500 Penalty: 4179.382324
	Iteration 16Q: 3 clusters Score -502471.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -502489.312500 Penalty: 4179.382324
	Iteration 17Q: 3 clusters Score -502489.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -502502.812500 Penalty: 4179.382324
	Iteration 18Q: 3 clusters Score -502502.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -502515.593750 Penalty: 4179.382324
	Iteration 19Q: 3 clusters Score -502515.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -502525.031250 Penalty: 4179.382324
	Iteration 20F: 3 clusters Score -502525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -502530.531250 Penalty: 4179.382324
	Iteration 21Q: 3 clusters Score -502530.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -502533.750000 Penalty: 4179.382324
	Iteration 22Q: 3 clusters Score -502533.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -502536.437500 Penalty: 4179.382324
	Iteration 23Q: 3 clusters Score -502536.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -502540.906250 Penalty: 4179.382324
	Iteration 24Q: 3 clusters Score -502540.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -502545.718750 Penalty: 4179.382324
	Iteration 25Q: 3 clusters Score -502545.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -502554.156250 Penalty: 4179.382324
	Iteration 26Q: 3 clusters Score -502554.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -502563.218750 Penalty: 4179.382324
	Iteration 27Q: 3 clusters Score -502563.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -502570.031250 Penalty: 4179.382324
	Iteration 28Q: 3 clusters Score -502570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -502578.343750 Penalty: 4179.382324
	Iteration 29Q: 3 clusters Score -502578.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -502582.593750 Penalty: 4179.382324
	Iteration 30Q: 3 clusters Score -502582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -502586.031250 Penalty: 4179.382324
	Iteration 31Q: 3 clusters Score -502586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -502591.093750 Penalty: 4179.382324
	Iteration 32Q: 3 clusters Score -502591.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -502592.968750 Penalty: 4179.382324
	Iteration 33Q: 3 clusters Score -502593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -502594.593750 Penalty: 4179.382324
	Iteration 34Q: 3 clusters Score -502594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -502596.875000 Penalty: 4179.382324
	Iteration 35Q: 3 clusters Score -502596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -502601.406250 Penalty: 4179.382324
	Iteration 36Q: 3 clusters Score -502601.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -502601.531250 Penalty: 4179.382324
	Iteration 37Q: 3 clusters Score -502601.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -502604.062500 Penalty: 4179.382324
	Iteration 38Q: 3 clusters Score -502604.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -502605.093750 Penalty: 4179.382324
	Iteration 39Q: 3 clusters Score -502605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -502607.062500 Penalty: 4179.382324
	Iteration 40F: 3 clusters Score -502607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -502608.625000 Penalty: 4179.382324
	Iteration 41Q: 3 clusters Score -502608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -502609.218750 Penalty: 4179.382324
	Iteration 42Q: 3 clusters Score -502609.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -502609.218750 Penalty: 4179.382324
	Iteration 43F: 3 clusters Score -502609.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Entering Unmasked Estep 
Score: -659890.625000 Penalty: 2148.858154
	Iteration 0F: 2 clusters Score -659890.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -654863.812500 Penalty: 4297.716309
	Iteration 0F: 3 clusters Score -654863.8 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -656073.625000 Penalty: 4297.716309
	Iteration 1F: 3 clusters Score -656073.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -656341.250000 Penalty: 4297.716309
	Iteration 2F: 3 clusters Score -656341.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -656495.937500 Penalty: 4297.716309
	Iteration 3F: 3 clusters Score -656495.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -656566.312500 Penalty: 4297.716309
	Iteration 4Q: 3 clusters Score -656566.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -656614.875000 Penalty: 4297.716309
	Iteration 5Q: 3 clusters Score -656614.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -656652.562500 Penalty: 4297.716309
	Iteration 6Q: 3 clusters Score -656652.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -656689.937500 Penalty: 4297.716309
	Iteration 7Q: 3 clusters Score -656689.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -656717.250000 Penalty: 4297.716309
	Iteration 8Q: 3 clusters Score -656717.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -656740.187500 Penalty: 4297.716309
	Iteration 9Q: 3 clusters Score -656740.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -656763.625000 Penalty: 4297.716309
	Iteration 10Q: 3 clusters Score -656763.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -656785.687500 Penalty: 4297.716309
	Iteration 11Q: 3 clusters Score -656785.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -656805.125000 Penalty: 4297.716309
	Iteration 12Q: 3 clusters Score -656805.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -656830.937500 Penalty: 4297.716309
	Iteration 13Q: 3 clusters Score -656830.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -656855.375000 Penalty: 4297.716309
	Iteration 14Q: 3 clusters Score -656855.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -656882.625000 Penalty: 4297.716309
	Iteration 15Q: 3 clusters Score -656882.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -656910.812500 Penalty: 4297.716309
	Iteration 16Q: 3 clusters Score -656910.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -656942.875000 Penalty: 4297.716309
	Iteration 17Q: 3 clusters Score -656942.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -656971.812500 Penalty: 4297.716309
	Iteration 18Q: 3 clusters Score -656971.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -657005.625000 Penalty: 4297.716309
	Iteration 19Q: 3 clusters Score -657005.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -657040.937500 Penalty: 4297.716309
	Iteration 20F: 3 clusters Score -657040.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -657087.500000 Penalty: 4297.716309
	Iteration 21Q: 3 clusters Score -657087.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -657133.250000 Penalty: 4297.716309
	Iteration 22Q: 3 clusters Score -657133.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -657176.750000 Penalty: 4297.716309
	Iteration 23Q: 3 clusters Score -657176.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -657227.125000 Penalty: 4297.716309
	Iteration 24Q: 3 clusters Score -657227.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -657286.000000 Penalty: 4297.716309
	Iteration 25Q: 3 clusters Score -657286 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -657359.562500 Penalty: 4297.716309
	Iteration 26Q: 3 clusters Score -657359.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -657417.500000 Penalty: 4297.716309
	Iteration 27Q: 3 clusters Score -657417.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -657465.750000 Penalty: 4297.716309
	Iteration 28Q: 3 clusters Score -657465.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -657522.875000 Penalty: 4297.716309
	Iteration 29Q: 3 clusters Score -657522.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -657586.062500 Penalty: 4297.716309
	Iteration 30Q: 3 clusters Score -657586.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -657660.250000 Penalty: 4297.716309
	Iteration 31Q: 3 clusters Score -657660.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -657713.062500 Penalty: 4297.716309
	Iteration 32Q: 3 clusters Score -657713.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -657752.312500 Penalty: 4297.716309
	Iteration 33Q: 3 clusters Score -657752.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -657780.937500 Penalty: 4297.716309
	Iteration 34Q: 3 clusters Score -657780.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -657808.875000 Penalty: 4297.716309
	Iteration 35Q: 3 clusters Score -657808.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -657825.812500 Penalty: 4297.716309
	Iteration 36Q: 3 clusters Score -657825.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -657845.312500 Penalty: 4297.716309
	Iteration 37Q: 3 clusters Score -657845.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -657857.875000 Penalty: 4297.716309
	Iteration 38Q: 3 clusters Score -657857.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -657873.562500 Penalty: 4297.716309
	Iteration 39Q: 3 clusters Score -657873.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -657883.500000 Penalty: 4297.716309
	Iteration 40F: 3 clusters Score -657883.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -657886.500000 Penalty: 4297.716309
	Iteration 41Q: 3 clusters Score -657886.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -657888.250000 Penalty: 4297.716309
	Iteration 42Q: 3 clusters Score -657888.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -657892.812500 Penalty: 4297.716309
	Iteration 43Q: 3 clusters Score -657892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -657895.625000 Penalty: 4297.716309
	Iteration 44Q: 3 clusters Score -657895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -657896.125000 Penalty: 4297.716309
	Iteration 45Q: 3 clusters Score -657896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -657897.562500 Penalty: 4297.716309
	Iteration 46Q: 3 clusters Score -657897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -657897.812500 Penalty: 4297.716309
	Iteration 47Q: 3 clusters Score -657897.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -657897.812500 Penalty: 4297.716309
	Iteration 48F: 3 clusters Score -657897.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (321469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321469 members 
Entering Unmasked Estep 
Score: -36835236.000000 Penalty: 3144.802734
	Iteration 0F: 2 clusters Score -3.683524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160984 members 
Mstep: Class 2 contains 160485 members 
Entering Unmasked Estep 
Score: -36649188.000000 Penalty: 6289.605469
	Iteration 0F: 3 clusters Score -3.664919e+07 nChanged 155901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165195 members 
Mstep: Class 2 contains 156274 members 
Entering Unmasked Estep 
Score: -36741612.000000 Penalty: 6289.605469
	Iteration 1F: 3 clusters Score -3.674161e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168132 members 
Mstep: Class 2 contains 153337 members 
Entering Unmasked Estep 
Score: -36742992.000000 Penalty: 6289.605469
	Iteration 2Q: 3 clusters Score -3.674299e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172831 members 
Mstep: Class 2 contains 148638 members 
Entering Unmasked Estep 
Score: -36744708.000000 Penalty: 6289.605469
	Iteration 3Q: 3 clusters Score -3.674471e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180110 members 
Mstep: Class 2 contains 141359 members 
Entering Unmasked Estep 
Score: -36747508.000000 Penalty: 6289.605469
	Iteration 4Q: 3 clusters Score -3.674751e+07 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190982 members 
Mstep: Class 2 contains 130487 members 
Entering Unmasked Estep 
Score: -36752184.000000 Penalty: 6289.605469
	Iteration 5Q: 3 clusters Score -3.675218e+07 nChanged 17267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206829 members 
Mstep: Class 2 contains 114640 members 
Entering Unmasked Estep 
Score: -36760344.000000 Penalty: 6289.605469
	Iteration 6F: 3 clusters Score -3.676034e+07 nChanged 22278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228245 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -36774484.000000 Penalty: 6289.605469
	Iteration 7F: 3 clusters Score -3.677448e+07 nChanged 26211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254050 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -36794760.000000 Penalty: 6289.605469
	Iteration 8F: 3 clusters Score -3.679476e+07 nChanged 25889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279843 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -36817268.000000 Penalty: 6289.605469
	Iteration 9F: 3 clusters Score -3.681727e+07 nChanged 20112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299935 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -36832492.000000 Penalty: 6289.605469
	Iteration 10F: 3 clusters Score -3.683249e+07 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312565 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -36834348.000000 Penalty: 6289.605469
	Iteration 11Q: 3 clusters Score -3.683435e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318354 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -36833448.000000 Penalty: 6289.605469
	Iteration 12Q: 3 clusters Score -3.683345e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320143 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -36833108.000000 Penalty: 6289.605469
	Iteration 13Q: 3 clusters Score -3.683311e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320658 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -36833044.000000 Penalty: 6289.605469
	Iteration 14Q: 3 clusters Score -3.683304e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320830 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -36833036.000000 Penalty: 6289.605469
	Iteration 15Q: 3 clusters Score -3.683304e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320895 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -36833072.000000 Penalty: 6289.605469
	Iteration 16Q: 3 clusters Score -3.683307e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320916 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -36833144.000000 Penalty: 6289.605469
	Iteration 17Q: 3 clusters Score -3.683314e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320920 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -36833124.000000 Penalty: 6289.605469
	Iteration 18Q: 3 clusters Score -3.683312e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320926 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -36833116.000000 Penalty: 6289.605469
	Iteration 19Q: 3 clusters Score -3.683312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320931 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -36833124.000000 Penalty: 6289.605469
	Iteration 20F: 3 clusters Score -3.683312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320931 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -36833144.000000 Penalty: 6289.605469
	Iteration 21Q: 3 clusters Score -3.683314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320931 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -36833168.000000 Penalty: 6289.605469
	Iteration 22Q: 3 clusters Score -3.683317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320930 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -36833176.000000 Penalty: 6289.605469
	Iteration 23Q: 3 clusters Score -3.683318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320929 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -36833188.000000 Penalty: 6289.605469
	Iteration 24Q: 3 clusters Score -3.683319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320932 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -36833180.000000 Penalty: 6289.605469
	Iteration 25Q: 3 clusters Score -3.683318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320938 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -36833180.000000 Penalty: 6289.605469
	Iteration 26Q: 3 clusters Score -3.683318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320937 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -36833204.000000 Penalty: 6289.605469
	Iteration 27Q: 3 clusters Score -3.68332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320936 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -36833188.000000 Penalty: 6289.605469
	Iteration 28Q: 3 clusters Score -3.683319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320937 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -36833200.000000 Penalty: 6289.605469
	Iteration 29Q: 3 clusters Score -3.68332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320937 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -36833200.000000 Penalty: 6289.605469
	Iteration 30F: 3 clusters Score -3.68332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -304903.250000 Penalty: 1953.218018
	Iteration 0F: 2 clusters Score -304903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -301868.343750 Penalty: 3906.436035
	Iteration 0F: 3 clusters Score -301868.3 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -302399.375000 Penalty: 3906.436035
	Iteration 1F: 3 clusters Score -302399.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -302529.125000 Penalty: 3906.436035
	Iteration 2F: 3 clusters Score -302529.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -302611.250000 Penalty: 3906.436035
	Iteration 3Q: 3 clusters Score -302611.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -302673.218750 Penalty: 3906.436035
	Iteration 4Q: 3 clusters Score -302673.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -302706.656250 Penalty: 3906.436035
	Iteration 5Q: 3 clusters Score -302706.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -302729.468750 Penalty: 3906.436035
	Iteration 6Q: 3 clusters Score -302729.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -302748.812500 Penalty: 3906.436035
	Iteration 7Q: 3 clusters Score -302748.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -302766.781250 Penalty: 3906.436035
	Iteration 8Q: 3 clusters Score -302766.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -302778.468750 Penalty: 3906.436035
	Iteration 9Q: 3 clusters Score -302778.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -302786.343750 Penalty: 3906.436035
	Iteration 10Q: 3 clusters Score -302786.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -302798.718750 Penalty: 3906.436035
	Iteration 11Q: 3 clusters Score -302798.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -302814.187500 Penalty: 3906.436035
	Iteration 12Q: 3 clusters Score -302814.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -302827.562500 Penalty: 3906.436035
	Iteration 13Q: 3 clusters Score -302827.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -302843.468750 Penalty: 3906.436035
	Iteration 14Q: 3 clusters Score -302843.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -302856.718750 Penalty: 3906.436035
	Iteration 15Q: 3 clusters Score -302856.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -302867.000000 Penalty: 3906.436035
	Iteration 16Q: 3 clusters Score -302867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -302875.937500 Penalty: 3906.436035
	Iteration 17Q: 3 clusters Score -302875.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -302880.437500 Penalty: 3906.436035
	Iteration 18Q: 3 clusters Score -302880.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -302883.781250 Penalty: 3906.436035
	Iteration 19Q: 3 clusters Score -302883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -302890.750000 Penalty: 3906.436035
	Iteration 20F: 3 clusters Score -302890.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -302896.718750 Penalty: 3906.436035
	Iteration 21Q: 3 clusters Score -302896.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -302906.093750 Penalty: 3906.436035
	Iteration 22Q: 3 clusters Score -302906.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -302911.531250 Penalty: 3906.436035
	Iteration 23Q: 3 clusters Score -302911.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -302918.343750 Penalty: 3906.436035
	Iteration 24Q: 3 clusters Score -302918.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -302924.031250 Penalty: 3906.436035
	Iteration 25Q: 3 clusters Score -302924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -302933.968750 Penalty: 3906.436035
	Iteration 26Q: 3 clusters Score -302934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -302941.906250 Penalty: 3906.436035
	Iteration 27Q: 3 clusters Score -302941.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -302951.968750 Penalty: 3906.436035
	Iteration 28Q: 3 clusters Score -302952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -302963.093750 Penalty: 3906.436035
	Iteration 29Q: 3 clusters Score -302963.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -302968.218750 Penalty: 3906.436035
	Iteration 30Q: 3 clusters Score -302968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -302972.593750 Penalty: 3906.436035
	Iteration 31Q: 3 clusters Score -302972.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -302978.593750 Penalty: 3906.436035
	Iteration 32Q: 3 clusters Score -302978.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -302982.500000 Penalty: 3906.436035
	Iteration 33Q: 3 clusters Score -302982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -302983.187500 Penalty: 3906.436035
	Iteration 34Q: 3 clusters Score -302983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -302984.968750 Penalty: 3906.436035
	Iteration 35Q: 3 clusters Score -302985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -302986.312500 Penalty: 3906.436035
	Iteration 36Q: 3 clusters Score -302986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -302987.093750 Penalty: 3906.436035
	Iteration 37Q: 3 clusters Score -302987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -302988.687500 Penalty: 3906.436035
	Iteration 38Q: 3 clusters Score -302988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -302989.531250 Penalty: 3906.436035
	Iteration 39Q: 3 clusters Score -302989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -302990.593750 Penalty: 3906.436035
	Iteration 40F: 3 clusters Score -302990.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -24934.019531 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -24934.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23696.091797 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -23696.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23880.685547 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -23880.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23946.351562 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -23946.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24009.761719 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -24009.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24033.322266 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -24033.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24058.070312 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -24058.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24073.205078 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -24073.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24075.472656 Penalty: 2801.891357
	Iteration 7Q: 3 clusters Score -24075.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24075.472656 Penalty: 2801.891357
	Iteration 8F: 3 clusters Score -24075.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -22787.132812 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -22787.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21601.714844 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -21601.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21684.160156 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -21684.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21726.351562 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -21726.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21736.121094 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -21736.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21736.121094 Penalty: 2699.439209
	Iteration 4F: 3 clusters Score -21736.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (74891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74891 members 
Entering Unmasked Estep 
Score: -8725100.000000 Penalty: 2783.499756
	Iteration 0F: 2 clusters Score -8725100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -8675040.000000 Penalty: 5566.999512
	Iteration 0F: 3 clusters Score -8675040 nChanged 35016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -8694728.000000 Penalty: 5566.999512
	Iteration 1F: 3 clusters Score -8694728 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -8695540.000000 Penalty: 5566.999512
	Iteration 2Q: 3 clusters Score -8695540 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -8696496.000000 Penalty: 5566.999512
	Iteration 3Q: 3 clusters Score -8696496 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -8697894.000000 Penalty: 5566.999512
	Iteration 4Q: 3 clusters Score -8697894 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -8700255.000000 Penalty: 5566.999512
	Iteration 5F: 3 clusters Score -8700255 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -8704105.000000 Penalty: 5566.999512
	Iteration 6F: 3 clusters Score -8704105 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -8709649.000000 Penalty: 5566.999512
	Iteration 7F: 3 clusters Score -8709649 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -8715455.000000 Penalty: 5566.999512
	Iteration 8F: 3 clusters Score -8715455 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -8719606.000000 Penalty: 5566.999512
	Iteration 9F: 3 clusters Score -8719606 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73747 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8721544.000000 Penalty: 5566.999512
	Iteration 10Q: 3 clusters Score -8721544 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8722204.000000 Penalty: 5566.999512
	Iteration 11Q: 3 clusters Score -8722204 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74609 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8722400.000000 Penalty: 5566.999512
	Iteration 12Q: 3 clusters Score -8722400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8722510.000000 Penalty: 5566.999512
	Iteration 13Q: 3 clusters Score -8722510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8722553.000000 Penalty: 5566.999512
	Iteration 14Q: 3 clusters Score -8722553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8722572.000000 Penalty: 5566.999512
	Iteration 15Q: 3 clusters Score -8722572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8722584.000000 Penalty: 5566.999512
	Iteration 16Q: 3 clusters Score -8722584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8722586.000000 Penalty: 5566.999512
	Iteration 17Q: 3 clusters Score -8722586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8722599.000000 Penalty: 5566.999512
	Iteration 18Q: 3 clusters Score -8722599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8722609.000000 Penalty: 5566.999512
	Iteration 19Q: 3 clusters Score -8722609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74691 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8722605.000000 Penalty: 5566.999512
	Iteration 20F: 3 clusters Score -8722605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74693 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8722616.000000 Penalty: 5566.999512
	Iteration 21Q: 3 clusters Score -8722616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74693 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8722622.000000 Penalty: 5566.999512
	Iteration 22Q: 3 clusters Score -8722622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8722621.000000 Penalty: 5566.999512
	Iteration 23Q: 3 clusters Score -8722621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8722631.000000 Penalty: 5566.999512
	Iteration 24Q: 3 clusters Score -8722631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8722628.000000 Penalty: 5566.999512
	Iteration 25Q: 3 clusters Score -8722628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8722632.000000 Penalty: 5566.999512
	Iteration 26Q: 3 clusters Score -8722632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74699 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8722636.000000 Penalty: 5566.999512
	Iteration 27Q: 3 clusters Score -8722636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74699 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8722636.000000 Penalty: 5566.999512
	Iteration 28F: 3 clusters Score -8722636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -35819.382812 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -35819.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34437.617188 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -34437.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34528.687500 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -34528.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34577.933594 Penalty: 2886.761230
	Iteration 2Q: 3 clusters Score -34577.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34604.671875 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -34604.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34615.941406 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -34615.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34622.976562 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -34622.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34632.261719 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -34632.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34636.195312 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -34636.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34636.195312 Penalty: 2886.761230
	Iteration 8F: 3 clusters Score -34636.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (147374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147374 members 
Entering Unmasked Estep 
Score: -17155412.000000 Penalty: 2951.380859
	Iteration 0F: 2 clusters Score -1.715541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -17057082.000000 Penalty: 5902.761719
	Iteration 0F: 3 clusters Score -1.705708e+07 nChanged 70111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -17098160.000000 Penalty: 5902.761719
	Iteration 1F: 3 clusters Score -1.709816e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -17099504.000000 Penalty: 5902.761719
	Iteration 2Q: 3 clusters Score -1.70995e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 83392 members 
Entering Unmasked Estep 
Score: -17101442.000000 Penalty: 5902.761719
	Iteration 3Q: 3 clusters Score -1.710144e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 88661 members 
Entering Unmasked Estep 
Score: -17104326.000000 Penalty: 5902.761719
	Iteration 4Q: 3 clusters Score -1.710433e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 95984 members 
Entering Unmasked Estep 
Score: -17108910.000000 Penalty: 5902.761719
	Iteration 5F: 3 clusters Score -1.710891e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 105615 members 
Entering Unmasked Estep 
Score: -17115942.000000 Penalty: 5902.761719
	Iteration 6F: 3 clusters Score -1.711594e+07 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 116941 members 
Entering Unmasked Estep 
Score: -17125282.000000 Penalty: 5902.761719
	Iteration 7F: 3 clusters Score -1.712528e+07 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 128201 members 
Entering Unmasked Estep 
Score: -17135438.000000 Penalty: 5902.761719
	Iteration 8F: 3 clusters Score -1.713544e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 137096 members 
Entering Unmasked Estep 
Score: -17143612.000000 Penalty: 5902.761719
	Iteration 9F: 3 clusters Score -1.714361e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 142664 members 
Entering Unmasked Estep 
Score: -17148746.000000 Penalty: 5902.761719
	Iteration 10Q: 3 clusters Score -1.714875e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 145380 members 
Entering Unmasked Estep 
Score: -17151168.000000 Penalty: 5902.761719
	Iteration 11Q: 3 clusters Score -1.715117e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 146444 members 
Entering Unmasked Estep 
Score: -17152176.000000 Penalty: 5902.761719
	Iteration 12Q: 3 clusters Score -1.715218e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 146796 members 
Entering Unmasked Estep 
Score: -17152484.000000 Penalty: 5902.761719
	Iteration 13Q: 3 clusters Score -1.715248e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 146926 members 
Entering Unmasked Estep 
Score: -17152612.000000 Penalty: 5902.761719
	Iteration 14Q: 3 clusters Score -1.715261e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 146988 members 
Entering Unmasked Estep 
Score: -17152684.000000 Penalty: 5902.761719
	Iteration 15Q: 3 clusters Score -1.715268e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 147016 members 
Entering Unmasked Estep 
Score: -17152736.000000 Penalty: 5902.761719
	Iteration 16Q: 3 clusters Score -1.715274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 147034 members 
Entering Unmasked Estep 
Score: -17152750.000000 Penalty: 5902.761719
	Iteration 17Q: 3 clusters Score -1.715275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 147044 members 
Entering Unmasked Estep 
Score: -17152786.000000 Penalty: 5902.761719
	Iteration 18Q: 3 clusters Score -1.715279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 147044 members 
Entering Unmasked Estep 
Score: -17152788.000000 Penalty: 5902.761719
	Iteration 19Q: 3 clusters Score -1.715279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 147050 members 
Entering Unmasked Estep 
Score: -17152806.000000 Penalty: 5902.761719
	Iteration 20F: 3 clusters Score -1.715281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 147053 members 
Entering Unmasked Estep 
Score: -17152808.000000 Penalty: 5902.761719
	Iteration 21Q: 3 clusters Score -1.715281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 147054 members 
Entering Unmasked Estep 
Score: -17152810.000000 Penalty: 5902.761719
	Iteration 22Q: 3 clusters Score -1.715281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 147056 members 
Entering Unmasked Estep 
Score: -17152802.000000 Penalty: 5902.761719
	Iteration 23Q: 3 clusters Score -1.71528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 147055 members 
Entering Unmasked Estep 
Score: -17152812.000000 Penalty: 5902.761719
	Iteration 24Q: 3 clusters Score -1.715281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 147056 members 
Entering Unmasked Estep 
Score: -17152812.000000 Penalty: 5902.761719
	Iteration 25Q: 3 clusters Score -1.715281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 147057 members 
Entering Unmasked Estep 
Score: -17152808.000000 Penalty: 5902.761719
	Iteration 26Q: 3 clusters Score -1.715281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 147060 members 
Entering Unmasked Estep 
Score: -17152808.000000 Penalty: 5902.761719
	Iteration 27Q: 3 clusters Score -1.715281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 147060 members 
Entering Unmasked Estep 
Score: -17152808.000000 Penalty: 5902.761719
	Iteration 28F: 3 clusters Score -1.715281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -67101.656250 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -67101.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -65426.367188 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -65426.37 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65660.546875 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -65660.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65769.039062 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -65769.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -65863.023438 Penalty: 3203.335693
	Iteration 3Q: 3 clusters Score -65863.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65947.945312 Penalty: 3203.335693
	Iteration 4Q: 3 clusters Score -65947.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66013.468750 Penalty: 3203.335693
	Iteration 5Q: 3 clusters Score -66013.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66160.109375 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -66160.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66284.898438 Penalty: 3203.335693
	Iteration 7Q: 3 clusters Score -66284.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66360.804688 Penalty: 3203.335693
	Iteration 8Q: 3 clusters Score -66360.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66415.382812 Penalty: 3203.335693
	Iteration 9Q: 3 clusters Score -66415.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66439.210938 Penalty: 3203.335693
	Iteration 10Q: 3 clusters Score -66439.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66452.265625 Penalty: 3203.335693
	Iteration 11Q: 3 clusters Score -66452.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66460.023438 Penalty: 3203.335693
	Iteration 12Q: 3 clusters Score -66460.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66460.023438 Penalty: 3203.335693
	Iteration 13F: 3 clusters Score -66460.02 nChanged 0
--- Evaluating fit on full set of 2459808 points ---
Entering Unmasked Estep 
Score: -277091904.000000 Penalty: 98535.617188
22->28 Clusters: Score -277091904.000000, best is -277131136.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 819936 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 37451 members 
Mstep: Class 3 contains 36934 members 
Mstep: Class 4 contains 37426 members 
Mstep: Class 5 contains 37130 members 
Mstep: Class 6 contains 37474 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 37553 members 
Mstep: Class 9 contains 37057 members 
Mstep: Class 10 contains 37281 members 
Mstep: Class 11 contains 37388 members 
Mstep: Class 12 contains 37370 members 
Mstep: Class 13 contains 37265 members 
Mstep: Class 14 contains 37131 members 
Mstep: Class 15 contains 37392 members 
Mstep: Class 16 contains 37525 members 
Mstep: Class 17 contains 37095 members 
Mstep: Class 18 contains 36939 members 
Mstep: Class 19 contains 37413 members 
Mstep: Class 20 contains 37265 members 
Mstep: Class 21 contains 36788 members 
Mstep: Class 22 contains 37390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 139.355774 but Gain 3377.007812
Score: -87696552.000000 Penalty: 70917.242188
Iteration 0F: 22 clusters Score -8.769655e+07 nChanged 780293
Entering Unmasked Mstep 
Mstep: Class 0 contains 3960 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 93936 members 
Mstep: Class 3 contains 2946 members 
Mstep: Class 4 contains 18062 members 
Mstep: Class 5 contains 12218 members 
Mstep: Class 6 contains 2743 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 57345 members 
Mstep: Class 9 contains 11965 members 
Mstep: Class 10 contains 37964 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 3564 members 
Mstep: Class 13 contains 12407 members 
Mstep: Class 14 contains 88626 members 
Mstep: Class 15 contains 107508 members 
Mstep: Class 16 contains 2005 members 
Mstep: Class 17 contains 7225 members 
Mstep: Class 18 contains 14469 members 
Mstep: Class 19 contains 219249 members 
Mstep: Class 21 contains 28201 members 
Mstep: Class 22 contains 30917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1135.713135 but Gain 3377.015625
Score: -91375528.000000 Penalty: 67540.226562
Iteration 1F: 21 clusters Score -9.137553e+07 nChanged 267731
Entering Unmasked Mstep 
Mstep: Class 0 contains 3132 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 95731 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 15732 members 
Mstep: Class 5 contains 7452 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 8 contains 60277 members 
Mstep: Class 9 contains 7863 members 
Mstep: Class 10 contains 32420 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 3281 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 83115 members 
Mstep: Class 15 contains 133513 members 
Mstep: Class 16 contains 1032 members 
Mstep: Class 17 contains 6739 members 
Mstep: Class 18 contains 14868 members 
Mstep: Class 19 contains 261325 members 
Mstep: Class 21 contains 20224 members 
Mstep: Class 22 contains 18668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -91843840.000000 Penalty: 67540.226562
Iteration 2F: 21 clusters Score -9.184384e+07 nChanged 186091
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 95245 members 
Mstep: Class 3 contains 4054 members 
Mstep: Class 4 contains 12900 members 
Mstep: Class 5 contains 4098 members 
Mstep: Class 6 contains 2135 members 
Mstep: Class 8 contains 69513 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 22002 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 8817 members 
Mstep: Class 14 contains 85278 members 
Mstep: Class 15 contains 139000 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 12197 members 
Mstep: Class 19 contains 295763 members 
Mstep: Class 21 contains 15013 members 
Mstep: Class 22 contains 10726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2645.520752 but Gain 3377.007812
Score: -92139552.000000 Penalty: 64163.218750
Iteration 3F: 20 clusters Score -9.213955e+07 nChanged 139457
Entering Unmasked Mstep 
Mstep: Class 0 contains 1441 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 89720 members 
Mstep: Class 3 contains 5361 members 
Mstep: Class 4 contains 10036 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 8 contains 77348 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 12468 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 5541 members 
Mstep: Class 13 contains 10454 members 
Mstep: Class 14 contains 89529 members 
Mstep: Class 15 contains 131977 members 
Mstep: Class 16 contains 2164 members 
Mstep: Class 17 contains 6192 members 
Mstep: Class 18 contains 10048 members 
Mstep: Class 19 contains 333324 members 
Mstep: Class 21 contains 10084 members 
Mstep: Class 22 contains 6530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2392.549805 but Gain 3377.011719
Score: -92284264.000000 Penalty: 60786.207031
Iteration 4F: 19 clusters Score -9.228426e+07 nChanged 114941
Entering Unmasked Mstep 
Mstep: Class 0 contains 1198 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 86002 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 7918 members 
Mstep: Class 6 contains 928 members 
Mstep: Class 8 contains 84333 members 
Mstep: Class 10 contains 7304 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 6152 members 
Mstep: Class 13 contains 11061 members 
Mstep: Class 14 contains 93197 members 
Mstep: Class 15 contains 125276 members 
Mstep: Class 16 contains 2476 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 8587 members 
Mstep: Class 19 contains 353912 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 4190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2793.848389 but Gain 3377.011719
Score: -92342784.000000 Penalty: 57409.195312
Iteration 5F: 18 clusters Score -9.234278e+07 nChanged 89396
Entering Unmasked Mstep 
Mstep: Class 0 contains 1122 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 90247 members 
Mstep: Class 3 contains 6836 members 
Mstep: Class 4 contains 6103 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 8 contains 90369 members 
Mstep: Class 10 contains 5271 members 
Mstep: Class 11 contains 3923 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 12385 members 
Mstep: Class 14 contains 100200 members 
Mstep: Class 15 contains 126587 members 
Mstep: Class 16 contains 2632 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 7880 members 
Mstep: Class 19 contains 345927 members 
Mstep: Class 21 contains 4250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2421.526123 but Gain 3377.011719
Score: -92427192.000000 Penalty: 54032.183594
Iteration 6F: 17 clusters Score -9.242719e+07 nChanged 69256
Entering Unmasked Mstep 
Mstep: Class 0 contains 1121 members 
Mstep: Class 2 contains 95979 members 
Mstep: Class 3 contains 6814 members 
Mstep: Class 4 contains 4725 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 8 contains 94484 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 4683 members 
Mstep: Class 12 contains 7046 members 
Mstep: Class 13 contains 14118 members 
Mstep: Class 14 contains 103883 members 
Mstep: Class 15 contains 128734 members 
Mstep: Class 16 contains 2622 members 
Mstep: Class 17 contains 5856 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 334915 members 
Mstep: Class 21 contains 2969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2652.702637 but Gain 3377.011719
Score: -92486448.000000 Penalty: 50655.171875
Iteration 7F: 16 clusters Score -9.248645e+07 nChanged 54104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1120 members 
Mstep: Class 2 contains 100102 members 
Mstep: Class 3 contains 6547 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 6 contains 421 members 
Mstep: Class 8 contains 96278 members 
Mstep: Class 10 contains 4289 members 
Mstep: Class 11 contains 5680 members 
Mstep: Class 12 contains 7256 members 
Mstep: Class 13 contains 15209 members 
Mstep: Class 14 contains 106361 members 
Mstep: Class 15 contains 132221 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 18 contains 5866 members 
Mstep: Class 19 contains 324929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92529384.000000 Penalty: 50655.171875
Iteration 8F: 16 clusters Score -9.252938e+07 nChanged 41231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1120 members 
Mstep: Class 2 contains 102828 members 
Mstep: Class 3 contains 6187 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 8 contains 96557 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 7359 members 
Mstep: Class 13 contains 15895 members 
Mstep: Class 14 contains 106725 members 
Mstep: Class 15 contains 137943 members 
Mstep: Class 16 contains 2617 members 
Mstep: Class 17 contains 9200 members 
Mstep: Class 18 contains 4510 members 
Mstep: Class 19 contains 314791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2947.534912 but Gain 3377.011719
Score: -92564736.000000 Penalty: 47278.160156
Iteration 9F: 15 clusters Score -9.256474e+07 nChanged 35510
Entering Unmasked Mstep 
Mstep: Class 0 contains 1119 members 
Mstep: Class 2 contains 104456 members 
Mstep: Class 3 contains 5882 members 
Mstep: Class 6 contains 386 members 
Mstep: Class 8 contains 97948 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 6676 members 
Mstep: Class 12 contains 7409 members 
Mstep: Class 13 contains 16348 members 
Mstep: Class 14 contains 106458 members 
Mstep: Class 15 contains 144248 members 
Mstep: Class 16 contains 2604 members 
Mstep: Class 17 contains 10959 members 
Mstep: Class 18 contains 3381 members 
Mstep: Class 19 contains 306881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92588448.000000 Penalty: 47278.160156
Iteration 10Q: 15 clusters Score -9.258845e+07 nChanged 26718
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 105531 members 
Mstep: Class 3 contains 5643 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 8 contains 95696 members 
Mstep: Class 10 contains 6056 members 
Mstep: Class 11 contains 7005 members 
Mstep: Class 12 contains 7494 members 
Mstep: Class 13 contains 16613 members 
Mstep: Class 14 contains 105751 members 
Mstep: Class 15 contains 150869 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 12275 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 300243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92603880.000000 Penalty: 47278.160156
Iteration 11Q: 15 clusters Score -9.260388e+07 nChanged 22365
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 106107 members 
Mstep: Class 3 contains 5481 members 
Mstep: Class 6 contains 404 members 
Mstep: Class 8 contains 92857 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 7254 members 
Mstep: Class 12 contains 7561 members 
Mstep: Class 13 contains 16788 members 
Mstep: Class 14 contains 104420 members 
Mstep: Class 15 contains 157396 members 
Mstep: Class 16 contains 2597 members 
Mstep: Class 17 contains 13152 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 295433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92615456.000000 Penalty: 47278.160156
Iteration 12Q: 15 clusters Score -9.261546e+07 nChanged 20097
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 106339 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 6 contains 405 members 
Mstep: Class 8 contains 89687 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7398 members 
Mstep: Class 12 contains 7606 members 
Mstep: Class 13 contains 16891 members 
Mstep: Class 14 contains 102503 members 
Mstep: Class 15 contains 163350 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 13703 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 292608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92623536.000000 Penalty: 47278.160156
Iteration 13Q: 15 clusters Score -9.262354e+07 nChanged 18643
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 106608 members 
Mstep: Class 3 contains 5296 members 
Mstep: Class 6 contains 408 members 
Mstep: Class 8 contains 86359 members 
Mstep: Class 10 contains 9712 members 
Mstep: Class 11 contains 7481 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 17001 members 
Mstep: Class 14 contains 100051 members 
Mstep: Class 15 contains 169089 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 14132 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 290576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92630304.000000 Penalty: 47278.160156
Iteration 14Q: 15 clusters Score -9.26303e+07 nChanged 17775
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 106791 members 
Mstep: Class 3 contains 5254 members 
Mstep: Class 6 contains 411 members 
Mstep: Class 8 contains 83075 members 
Mstep: Class 10 contains 10997 members 
Mstep: Class 11 contains 7522 members 
Mstep: Class 12 contains 7749 members 
Mstep: Class 13 contains 17097 members 
Mstep: Class 14 contains 97218 members 
Mstep: Class 15 contains 174432 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 14435 members 
Mstep: Class 18 contains 1729 members 
Mstep: Class 19 contains 289515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92636352.000000 Penalty: 47278.160156
Iteration 15Q: 15 clusters Score -9.263635e+07 nChanged 16701
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 106997 members 
Mstep: Class 3 contains 5226 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 8 contains 80118 members 
Mstep: Class 10 contains 12133 members 
Mstep: Class 11 contains 7500 members 
Mstep: Class 12 contains 7809 members 
Mstep: Class 13 contains 17211 members 
Mstep: Class 14 contains 94067 members 
Mstep: Class 15 contains 179273 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 14654 members 
Mstep: Class 18 contains 1687 members 
Mstep: Class 19 contains 289132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92642200.000000 Penalty: 47278.160156
Iteration 16Q: 15 clusters Score -9.26422e+07 nChanged 15631
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107177 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 8 contains 77545 members 
Mstep: Class 10 contains 13095 members 
Mstep: Class 11 contains 7424 members 
Mstep: Class 12 contains 7842 members 
Mstep: Class 13 contains 17329 members 
Mstep: Class 14 contains 90688 members 
Mstep: Class 15 contains 183601 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 14823 members 
Mstep: Class 18 contains 1658 members 
Mstep: Class 19 contains 289415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92646728.000000 Penalty: 47278.160156
Iteration 17Q: 15 clusters Score -9.264673e+07 nChanged 14628
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107257 members 
Mstep: Class 3 contains 5200 members 
Mstep: Class 6 contains 421 members 
Mstep: Class 8 contains 75364 members 
Mstep: Class 10 contains 13855 members 
Mstep: Class 11 contains 7294 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 17469 members 
Mstep: Class 14 contains 87141 members 
Mstep: Class 15 contains 187487 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 14985 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 290215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92650232.000000 Penalty: 47278.160156
Iteration 18Q: 15 clusters Score -9.265023e+07 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107289 members 
Mstep: Class 3 contains 5194 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 8 contains 73499 members 
Mstep: Class 10 contains 14490 members 
Mstep: Class 11 contains 7140 members 
Mstep: Class 12 contains 7914 members 
Mstep: Class 13 contains 17640 members 
Mstep: Class 14 contains 83496 members 
Mstep: Class 15 contains 190767 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 15152 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 291580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92652584.000000 Penalty: 47278.160156
Iteration 19Q: 15 clusters Score -9.265258e+07 nChanged 12477
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107328 members 
Mstep: Class 3 contains 5194 members 
Mstep: Class 6 contains 435 members 
Mstep: Class 8 contains 71941 members 
Mstep: Class 10 contains 15052 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 7942 members 
Mstep: Class 13 contains 17827 members 
Mstep: Class 14 contains 79935 members 
Mstep: Class 15 contains 193548 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 15345 members 
Mstep: Class 18 contains 1624 members 
Mstep: Class 19 contains 293109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92655744.000000 Penalty: 47278.160156
Iteration 20F: 15 clusters Score -9.265574e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107266 members 
Mstep: Class 3 contains 5190 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 8 contains 70599 members 
Mstep: Class 10 contains 15842 members 
Mstep: Class 11 contains 6707 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 17995 members 
Mstep: Class 14 contains 76362 members 
Mstep: Class 15 contains 195804 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 15498 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 294816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92658440.000000 Penalty: 47278.160156
Iteration 21Q: 15 clusters Score -9.265844e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107236 members 
Mstep: Class 3 contains 5197 members 
Mstep: Class 6 contains 548 members 
Mstep: Class 8 contains 69531 members 
Mstep: Class 10 contains 16491 members 
Mstep: Class 11 contains 6444 members 
Mstep: Class 12 contains 8064 members 
Mstep: Class 13 contains 18237 members 
Mstep: Class 14 contains 72970 members 
Mstep: Class 15 contains 197532 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 15594 members 
Mstep: Class 18 contains 1609 members 
Mstep: Class 19 contains 296769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92660776.000000 Penalty: 47278.160156
Iteration 22Q: 15 clusters Score -9.266078e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107215 members 
Mstep: Class 3 contains 5195 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 8 contains 68693 members 
Mstep: Class 10 contains 17120 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 8106 members 
Mstep: Class 13 contains 18531 members 
Mstep: Class 14 contains 69814 members 
Mstep: Class 15 contains 198838 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 15678 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 298710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92662528.000000 Penalty: 47278.160156
Iteration 23Q: 15 clusters Score -9.266253e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107177 members 
Mstep: Class 3 contains 5191 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 8 contains 68015 members 
Mstep: Class 10 contains 17723 members 
Mstep: Class 11 contains 5906 members 
Mstep: Class 12 contains 8137 members 
Mstep: Class 13 contains 18842 members 
Mstep: Class 14 contains 67061 members 
Mstep: Class 15 contains 199672 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 15731 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 19 contains 300611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92663496.000000 Penalty: 47278.160156
Iteration 24Q: 15 clusters Score -9.26635e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107138 members 
Mstep: Class 3 contains 5192 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 8 contains 67484 members 
Mstep: Class 10 contains 18300 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 8155 members 
Mstep: Class 13 contains 19168 members 
Mstep: Class 14 contains 64609 members 
Mstep: Class 15 contains 200158 members 
Mstep: Class 16 contains 2592 members 
Mstep: Class 17 contains 15781 members 
Mstep: Class 18 contains 1602 members 
Mstep: Class 19 contains 302452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92664160.000000 Penalty: 47278.160156
Iteration 25Q: 15 clusters Score -9.266416e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107080 members 
Mstep: Class 3 contains 5189 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 8 contains 67048 members 
Mstep: Class 10 contains 18878 members 
Mstep: Class 11 contains 5377 members 
Mstep: Class 12 contains 8175 members 
Mstep: Class 13 contains 19504 members 
Mstep: Class 14 contains 62361 members 
Mstep: Class 15 contains 200231 members 
Mstep: Class 16 contains 2591 members 
Mstep: Class 17 contains 15818 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 304411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92664912.000000 Penalty: 47278.160156
Iteration 26Q: 15 clusters Score -9.266491e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107115 members 
Mstep: Class 3 contains 5184 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 8 contains 66730 members 
Mstep: Class 10 contains 19421 members 
Mstep: Class 11 contains 5149 members 
Mstep: Class 12 contains 8176 members 
Mstep: Class 13 contains 19837 members 
Mstep: Class 14 contains 60330 members 
Mstep: Class 15 contains 200135 members 
Mstep: Class 16 contains 2590 members 
Mstep: Class 17 contains 15846 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 306152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92665592.000000 Penalty: 47278.160156
Iteration 27Q: 15 clusters Score -9.266559e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107168 members 
Mstep: Class 3 contains 5183 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 8 contains 66488 members 
Mstep: Class 10 contains 19952 members 
Mstep: Class 11 contains 4943 members 
Mstep: Class 12 contains 8189 members 
Mstep: Class 13 contains 20171 members 
Mstep: Class 14 contains 58507 members 
Mstep: Class 15 contains 199765 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 307831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92665552.000000 Penalty: 47278.160156
Iteration 28Q: 15 clusters Score -9.266555e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107287 members 
Mstep: Class 3 contains 5180 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 8 contains 66279 members 
Mstep: Class 10 contains 20472 members 
Mstep: Class 11 contains 4767 members 
Mstep: Class 12 contains 8186 members 
Mstep: Class 13 contains 20496 members 
Mstep: Class 14 contains 56910 members 
Mstep: Class 15 contains 199241 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 15888 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 309359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92665224.000000 Penalty: 47278.160156
Iteration 29Q: 15 clusters Score -9.266522e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107465 members 
Mstep: Class 3 contains 5179 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 8 contains 66120 members 
Mstep: Class 10 contains 20967 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 8182 members 
Mstep: Class 13 contains 20833 members 
Mstep: Class 14 contains 55526 members 
Mstep: Class 15 contains 198673 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 15895 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 310624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92664736.000000 Penalty: 47278.160156
Iteration 30Q: 15 clusters Score -9.266474e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 107734 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 66009 members 
Mstep: Class 10 contains 21440 members 
Mstep: Class 11 contains 4470 members 
Mstep: Class 12 contains 8173 members 
Mstep: Class 13 contains 21142 members 
Mstep: Class 14 contains 54211 members 
Mstep: Class 15 contains 198004 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 15911 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 311790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92665144.000000 Penalty: 47278.160156
Iteration 31Q: 15 clusters Score -9.266514e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 108016 members 
Mstep: Class 3 contains 5174 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 65915 members 
Mstep: Class 10 contains 21897 members 
Mstep: Class 11 contains 4377 members 
Mstep: Class 12 contains 8162 members 
Mstep: Class 13 contains 21454 members 
Mstep: Class 14 contains 53065 members 
Mstep: Class 15 contains 197258 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 15912 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 312831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92664568.000000 Penalty: 47278.160156
Iteration 32Q: 15 clusters Score -9.266457e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 108328 members 
Mstep: Class 3 contains 5171 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 8 contains 65862 members 
Mstep: Class 10 contains 22334 members 
Mstep: Class 11 contains 4296 members 
Mstep: Class 12 contains 8146 members 
Mstep: Class 13 contains 21751 members 
Mstep: Class 14 contains 52112 members 
Mstep: Class 15 contains 196646 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 15908 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 313509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92664152.000000 Penalty: 47278.160156
Iteration 33Q: 15 clusters Score -9.266415e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 108680 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 8 contains 65848 members 
Mstep: Class 10 contains 22721 members 
Mstep: Class 11 contains 4237 members 
Mstep: Class 12 contains 8127 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 51230 members 
Mstep: Class 15 contains 196057 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 314046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92663920.000000 Penalty: 47278.160156
Iteration 34Q: 15 clusters Score -9.266392e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 109000 members 
Mstep: Class 3 contains 5161 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 8 contains 65848 members 
Mstep: Class 10 contains 23122 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 8114 members 
Mstep: Class 13 contains 22279 members 
Mstep: Class 14 contains 50384 members 
Mstep: Class 15 contains 195526 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 15924 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 314512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92663456.000000 Penalty: 47278.160156
Iteration 35Q: 15 clusters Score -9.266346e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 109320 members 
Mstep: Class 3 contains 5157 members 
Mstep: Class 6 contains 580 members 
Mstep: Class 8 contains 65871 members 
Mstep: Class 10 contains 23494 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 8090 members 
Mstep: Class 13 contains 22510 members 
Mstep: Class 14 contains 49625 members 
Mstep: Class 15 contains 194950 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 314968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92663272.000000 Penalty: 47278.160156
Iteration 36Q: 15 clusters Score -9.266327e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 109621 members 
Mstep: Class 3 contains 5152 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 8 contains 65893 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 8077 members 
Mstep: Class 13 contains 22726 members 
Mstep: Class 14 contains 48923 members 
Mstep: Class 15 contains 194364 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 315383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92663096.000000 Penalty: 47278.160156
Iteration 37Q: 15 clusters Score -9.26631e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 109888 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 8 contains 65912 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 11 contains 4091 members 
Mstep: Class 12 contains 8067 members 
Mstep: Class 13 contains 22924 members 
Mstep: Class 14 contains 48302 members 
Mstep: Class 15 contains 193779 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 15941 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 315772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92663224.000000 Penalty: 47278.160156
Iteration 38Q: 15 clusters Score -9.266322e+07 nChanged 2784
Entering ConstructFrom: 
Score: -92663224.000000 Penalty: 47278.160156
Entering ConstructFrom: 
Trying to split cluster 2 (110148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110148 members 
Entering Unmasked Estep 
Score: -12872319.000000 Penalty: 2879.175781
	Iteration 0F: 2 clusters Score -1.287232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -12798825.000000 Penalty: 5758.351562
	Iteration 0F: 3 clusters Score -1.279882e+07 nChanged 52107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -12829015.000000 Penalty: 5758.351562
	Iteration 1F: 3 clusters Score -1.282902e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -12829987.000000 Penalty: 5758.351562
	Iteration 2Q: 3 clusters Score -1.282999e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -12831396.000000 Penalty: 5758.351562
	Iteration 3Q: 3 clusters Score -1.28314e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -12833170.000000 Penalty: 5758.351562
	Iteration 4Q: 3 clusters Score -1.283317e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -12835714.000000 Penalty: 5758.351562
	Iteration 5Q: 3 clusters Score -1.283571e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -12839030.000000 Penalty: 5758.351562
	Iteration 6F: 3 clusters Score -1.283903e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -12843712.000000 Penalty: 5758.351562
	Iteration 7F: 3 clusters Score -1.284371e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -12849063.000000 Penalty: 5758.351562
	Iteration 8F: 3 clusters Score -1.284906e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -12853105.000000 Penalty: 5758.351562
	Iteration 9F: 3 clusters Score -1.28531e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -12854901.000000 Penalty: 5758.351562
	Iteration 10Q: 3 clusters Score -1.28549e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62063 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -12855563.000000 Penalty: 5758.351562
	Iteration 11Q: 3 clusters Score -1.285556e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -12856112.000000 Penalty: 5758.351562
	Iteration 12Q: 3 clusters Score -1.285611e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -12856406.000000 Penalty: 5758.351562
	Iteration 13Q: 3 clusters Score -1.285641e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -12856615.000000 Penalty: 5758.351562
	Iteration 14Q: 3 clusters Score -1.285662e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -12856816.000000 Penalty: 5758.351562
	Iteration 15Q: 3 clusters Score -1.285682e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -12857073.000000 Penalty: 5758.351562
	Iteration 16Q: 3 clusters Score -1.285707e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -12857348.000000 Penalty: 5758.351562
	Iteration 17Q: 3 clusters Score -1.285735e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -12857629.000000 Penalty: 5758.351562
	Iteration 18Q: 3 clusters Score -1.285763e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -12857873.000000 Penalty: 5758.351562
	Iteration 19Q: 3 clusters Score -1.285787e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -12858180.000000 Penalty: 5758.351562
	Iteration 20F: 3 clusters Score -1.285818e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72368 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -12858514.000000 Penalty: 5758.351562
	Iteration 21Q: 3 clusters Score -1.285851e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73685 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -12858856.000000 Penalty: 5758.351562
	Iteration 22Q: 3 clusters Score -1.285886e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -12859131.000000 Penalty: 5758.351562
	Iteration 23Q: 3 clusters Score -1.285913e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76262 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -12859427.000000 Penalty: 5758.351562
	Iteration 24Q: 3 clusters Score -1.285943e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -12859717.000000 Penalty: 5758.351562
	Iteration 25Q: 3 clusters Score -1.285972e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -12860057.000000 Penalty: 5758.351562
	Iteration 26Q: 3 clusters Score -1.286006e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80244 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -12860387.000000 Penalty: 5758.351562
	Iteration 27Q: 3 clusters Score -1.286039e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -12860764.000000 Penalty: 5758.351562
	Iteration 28Q: 3 clusters Score -1.286076e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83069 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -12861089.000000 Penalty: 5758.351562
	Iteration 29Q: 3 clusters Score -1.286109e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -12861434.000000 Penalty: 5758.351562
	Iteration 30Q: 3 clusters Score -1.286143e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -12861845.000000 Penalty: 5758.351562
	Iteration 31Q: 3 clusters Score -1.286184e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87342 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -12862243.000000 Penalty: 5758.351562
	Iteration 32Q: 3 clusters Score -1.286224e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -12862558.000000 Penalty: 5758.351562
	Iteration 33Q: 3 clusters Score -1.286256e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -12862946.000000 Penalty: 5758.351562
	Iteration 34Q: 3 clusters Score -1.286295e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -12863361.000000 Penalty: 5758.351562
	Iteration 35Q: 3 clusters Score -1.286336e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92904 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -12863835.000000 Penalty: 5758.351562
	Iteration 36Q: 3 clusters Score -1.286384e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94249 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -12864365.000000 Penalty: 5758.351562
	Iteration 37Q: 3 clusters Score -1.286436e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95517 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -12864752.000000 Penalty: 5758.351562
	Iteration 38Q: 3 clusters Score -1.286475e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96778 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -12865230.000000 Penalty: 5758.351562
	Iteration 39Q: 3 clusters Score -1.286523e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -12865627.000000 Penalty: 5758.351562
	Iteration 40F: 3 clusters Score -1.286563e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99134 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -12866113.000000 Penalty: 5758.351562
	Iteration 41Q: 3 clusters Score -1.286611e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100238 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -12866585.000000 Penalty: 5758.351562
	Iteration 42Q: 3 clusters Score -1.286658e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -12866909.000000 Penalty: 5758.351562
	Iteration 43Q: 3 clusters Score -1.286691e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -12867222.000000 Penalty: 5758.351562
	Iteration 44Q: 3 clusters Score -1.286722e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103116 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -12867593.000000 Penalty: 5758.351562
	Iteration 45Q: 3 clusters Score -1.286759e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103921 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -12867965.000000 Penalty: 5758.351562
	Iteration 46Q: 3 clusters Score -1.286796e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -12868320.000000 Penalty: 5758.351562
	Iteration 47Q: 3 clusters Score -1.286832e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -12868561.000000 Penalty: 5758.351562
	Iteration 48Q: 3 clusters Score -1.286856e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105838 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -12868794.000000 Penalty: 5758.351562
	Iteration 49Q: 3 clusters Score -1.286879e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106337 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -12869024.000000 Penalty: 5758.351562
	Iteration 50Q: 3 clusters Score -1.286902e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -12869256.000000 Penalty: 5758.351562
	Iteration 51Q: 3 clusters Score -1.286926e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -12869327.000000 Penalty: 5758.351562
	Iteration 52Q: 3 clusters Score -1.286933e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107352 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -12869432.000000 Penalty: 5758.351562
	Iteration 53Q: 3 clusters Score -1.286943e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107577 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -12869532.000000 Penalty: 5758.351562
	Iteration 54Q: 3 clusters Score -1.286953e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -12869635.000000 Penalty: 5758.351562
	Iteration 55Q: 3 clusters Score -1.286964e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107942 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -12869678.000000 Penalty: 5758.351562
	Iteration 56Q: 3 clusters Score -1.286968e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108080 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -12869729.000000 Penalty: 5758.351562
	Iteration 57Q: 3 clusters Score -1.286973e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108193 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -12869764.000000 Penalty: 5758.351562
	Iteration 58Q: 3 clusters Score -1.286976e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108290 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12869770.000000 Penalty: 5758.351562
	Iteration 59Q: 3 clusters Score -1.286977e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108366 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -12869822.000000 Penalty: 5758.351562
	Iteration 60F: 3 clusters Score -1.286982e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -12869839.000000 Penalty: 5758.351562
	Iteration 61Q: 3 clusters Score -1.286984e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108496 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12869870.000000 Penalty: 5758.351562
	Iteration 62Q: 3 clusters Score -1.286987e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108549 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -12869907.000000 Penalty: 5758.351562
	Iteration 63Q: 3 clusters Score -1.286991e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108594 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -12869939.000000 Penalty: 5758.351562
	Iteration 64Q: 3 clusters Score -1.286994e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108640 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -12869981.000000 Penalty: 5758.351562
	Iteration 65Q: 3 clusters Score -1.286998e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108676 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -12869983.000000 Penalty: 5758.351562
	Iteration 66Q: 3 clusters Score -1.286998e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -12869981.000000 Penalty: 5758.351562
	Iteration 67Q: 3 clusters Score -1.286998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108725 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -12869979.000000 Penalty: 5758.351562
	Iteration 68Q: 3 clusters Score -1.286998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108741 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -12869968.000000 Penalty: 5758.351562
	Iteration 69Q: 3 clusters Score -1.286997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108750 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -12869984.000000 Penalty: 5758.351562
	Iteration 70Q: 3 clusters Score -1.286998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108759 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -12869961.000000 Penalty: 5758.351562
	Iteration 71Q: 3 clusters Score -1.286996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108767 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -12869985.000000 Penalty: 5758.351562
	Iteration 72Q: 3 clusters Score -1.286998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108779 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -12869979.000000 Penalty: 5758.351562
	Iteration 73Q: 3 clusters Score -1.286998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108793 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -12869981.000000 Penalty: 5758.351562
	Iteration 74Q: 3 clusters Score -1.286998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108808 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -12869982.000000 Penalty: 5758.351562
	Iteration 75Q: 3 clusters Score -1.286998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108814 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12869979.000000 Penalty: 5758.351562
	Iteration 76Q: 3 clusters Score -1.286998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108815 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12869984.000000 Penalty: 5758.351562
	Iteration 77Q: 3 clusters Score -1.286998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108818 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -12869982.000000 Penalty: 5758.351562
	Iteration 78Q: 3 clusters Score -1.286998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108824 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -12869978.000000 Penalty: 5758.351562
	Iteration 79Q: 3 clusters Score -1.286998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108830 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12869984.000000 Penalty: 5758.351562
	Iteration 80F: 3 clusters Score -1.286998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108832 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -12869975.000000 Penalty: 5758.351562
	Iteration 81Q: 3 clusters Score -1.286998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108834 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -12869982.000000 Penalty: 5758.351562
	Iteration 82Q: 3 clusters Score -1.286998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108836 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -12869981.000000 Penalty: 5758.351562
	Iteration 83Q: 3 clusters Score -1.286998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108839 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -12869984.000000 Penalty: 5758.351562
	Iteration 84Q: 3 clusters Score -1.286998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108848 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -12869993.000000 Penalty: 5758.351562
	Iteration 85Q: 3 clusters Score -1.286999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108854 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -12869991.000000 Penalty: 5758.351562
	Iteration 86Q: 3 clusters Score -1.286999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108859 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -12870002.000000 Penalty: 5758.351562
	Iteration 87Q: 3 clusters Score -1.287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108864 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -12870008.000000 Penalty: 5758.351562
	Iteration 88Q: 3 clusters Score -1.287001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108866 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12869997.000000 Penalty: 5758.351562
	Iteration 89Q: 3 clusters Score -1.287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108867 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -12870003.000000 Penalty: 5758.351562
	Iteration 90Q: 3 clusters Score -1.287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -12869998.000000 Penalty: 5758.351562
	Iteration 91Q: 3 clusters Score -1.287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108869 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -12870005.000000 Penalty: 5758.351562
	Iteration 92Q: 3 clusters Score -1.287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108869 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -12870005.000000 Penalty: 5758.351562
	Iteration 93F: 3 clusters Score -1.287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Entering Unmasked Estep 
Score: -582910.125000 Penalty: 2118.967773
	Iteration 0F: 2 clusters Score -582910.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -578345.375000 Penalty: 4237.935547
	Iteration 0F: 3 clusters Score -578345.4 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -579497.625000 Penalty: 4237.935547
	Iteration 1F: 3 clusters Score -579497.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -579983.500000 Penalty: 4237.935547
	Iteration 2F: 3 clusters Score -579983.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -580799.062500 Penalty: 4237.935547
	Iteration 3F: 3 clusters Score -580799.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -581217.687500 Penalty: 4237.935547
	Iteration 4F: 3 clusters Score -581217.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -581449.625000 Penalty: 4237.935547
	Iteration 5F: 3 clusters Score -581449.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -581655.687500 Penalty: 4237.935547
	Iteration 6Q: 3 clusters Score -581655.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -581845.750000 Penalty: 4237.935547
	Iteration 7Q: 3 clusters Score -581845.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -582035.187500 Penalty: 4237.935547
	Iteration 8Q: 3 clusters Score -582035.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -582263.625000 Penalty: 4237.935547
	Iteration 9Q: 3 clusters Score -582263.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -582605.312500 Penalty: 4237.935547
	Iteration 10Q: 3 clusters Score -582605.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -582956.562500 Penalty: 4237.935547
	Iteration 11Q: 3 clusters Score -582956.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -583262.625000 Penalty: 4237.935547
	Iteration 12Q: 3 clusters Score -583262.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -583601.937500 Penalty: 4237.935547
	Iteration 13Q: 3 clusters Score -583601.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -583887.125000 Penalty: 4237.935547
	Iteration 14Q: 3 clusters Score -583887.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -584084.250000 Penalty: 4237.935547
	Iteration 15Q: 3 clusters Score -584084.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -584205.375000 Penalty: 4237.935547
	Iteration 16Q: 3 clusters Score -584205.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -584281.250000 Penalty: 4237.935547
	Iteration 17Q: 3 clusters Score -584281.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -584343.562500 Penalty: 4237.935547
	Iteration 18Q: 3 clusters Score -584343.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -584383.750000 Penalty: 4237.935547
	Iteration 19Q: 3 clusters Score -584383.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -584424.312500 Penalty: 4237.935547
	Iteration 20F: 3 clusters Score -584424.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -584451.187500 Penalty: 4237.935547
	Iteration 21Q: 3 clusters Score -584451.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -584467.000000 Penalty: 4237.935547
	Iteration 22Q: 3 clusters Score -584467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -584477.875000 Penalty: 4237.935547
	Iteration 23Q: 3 clusters Score -584477.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -584484.875000 Penalty: 4237.935547
	Iteration 24Q: 3 clusters Score -584484.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -584493.000000 Penalty: 4237.935547
	Iteration 25Q: 3 clusters Score -584493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -584499.062500 Penalty: 4237.935547
	Iteration 26Q: 3 clusters Score -584499.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -584502.000000 Penalty: 4237.935547
	Iteration 27Q: 3 clusters Score -584502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -584502.000000 Penalty: 4237.935547
	Iteration 28Q: 3 clusters Score -584502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -584507.500000 Penalty: 4237.935547
	Iteration 29Q: 3 clusters Score -584507.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -584508.250000 Penalty: 4237.935547
	Iteration 30Q: 3 clusters Score -584508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -584508.250000 Penalty: 4237.935547
	Iteration 31F: 3 clusters Score -584508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 110148 members 
Mstep: Class 3 contains 3040 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 8 contains 65959 members 
Mstep: Class 10 contains 24573 members 
Mstep: Class 11 contains 4078 members 
Mstep: Class 12 contains 8039 members 
Mstep: Class 13 contains 23079 members 
Mstep: Class 14 contains 47733 members 
Mstep: Class 15 contains 193232 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 316111 members 
Entering Unmasked Estep 
Score: -92663072.000000 Penalty: 50655.171875
Splitting cluster 3 changes total score from -92663224.000000 to -92663072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -65658.570312 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -65658.57 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 297 members 
Entering Unmasked Estep 
Score: -64080.722656 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -64080.72 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64273.050781 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -64273.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64317.964844 Penalty: 3171.221191
	Iteration 2Q: 3 clusters Score -64317.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64331.449219 Penalty: 3171.221191
	Iteration 3Q: 3 clusters Score -64331.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64341.851562 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -64341.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64345.687500 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -64345.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64346.667969 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -64346.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64346.667969 Penalty: 3171.221191
	Iteration 7F: 3 clusters Score -64346.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Entering Unmasked Estep 
Score: -7648550.000000 Penalty: 2752.003418
	Iteration 0F: 2 clusters Score -7648550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -7604382.000000 Penalty: 5504.006836
	Iteration 0F: 3 clusters Score -7604382 nChanged 30732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -7621368.000000 Penalty: 5504.006836
	Iteration 1F: 3 clusters Score -7621368 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -7621875.500000 Penalty: 5504.006836
	Iteration 2Q: 3 clusters Score -7621876 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -7622434.500000 Penalty: 5504.006836
	Iteration 3Q: 3 clusters Score -7622434 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -7623299.000000 Penalty: 5504.006836
	Iteration 4Q: 3 clusters Score -7623299 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -7624485.000000 Penalty: 5504.006836
	Iteration 5Q: 3 clusters Score -7624485 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -7626282.000000 Penalty: 5504.006836
	Iteration 6Q: 3 clusters Score -7626282 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -7629070.000000 Penalty: 5504.006836
	Iteration 7F: 3 clusters Score -7629070 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -7632933.500000 Penalty: 5504.006836
	Iteration 8F: 3 clusters Score -7632934 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -7637272.000000 Penalty: 5504.006836
	Iteration 9F: 3 clusters Score -7637272 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -7641001.500000 Penalty: 5504.006836
	Iteration 10F: 3 clusters Score -7641002 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -7643462.000000 Penalty: 5504.006836
	Iteration 11Q: 3 clusters Score -7643462 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -7644856.500000 Penalty: 5504.006836
	Iteration 12Q: 3 clusters Score -7644856 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -7645542.000000 Penalty: 5504.006836
	Iteration 13Q: 3 clusters Score -7645542 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -7645837.000000 Penalty: 5504.006836
	Iteration 14Q: 3 clusters Score -7645837 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -7645996.000000 Penalty: 5504.006836
	Iteration 15Q: 3 clusters Score -7645996 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -7646084.500000 Penalty: 5504.006836
	Iteration 16Q: 3 clusters Score -7646084 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -7646150.500000 Penalty: 5504.006836
	Iteration 17Q: 3 clusters Score -7646150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -7646182.000000 Penalty: 5504.006836
	Iteration 18Q: 3 clusters Score -7646182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -7646204.500000 Penalty: 5504.006836
	Iteration 19Q: 3 clusters Score -7646204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -7646237.000000 Penalty: 5504.006836
	Iteration 20F: 3 clusters Score -7646237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -7646253.500000 Penalty: 5504.006836
	Iteration 21Q: 3 clusters Score -7646254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -7646262.500000 Penalty: 5504.006836
	Iteration 22Q: 3 clusters Score -7646262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -7646265.000000 Penalty: 5504.006836
	Iteration 23Q: 3 clusters Score -7646265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -7646266.000000 Penalty: 5504.006836
	Iteration 24Q: 3 clusters Score -7646266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -7646274.500000 Penalty: 5504.006836
	Iteration 25Q: 3 clusters Score -7646274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -7646287.500000 Penalty: 5504.006836
	Iteration 26Q: 3 clusters Score -7646288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -7646290.500000 Penalty: 5504.006836
	Iteration 27Q: 3 clusters Score -7646290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -7646294.000000 Penalty: 5504.006836
	Iteration 28Q: 3 clusters Score -7646294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -7646287.500000 Penalty: 5504.006836
	Iteration 29Q: 3 clusters Score -7646288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -7646297.500000 Penalty: 5504.006836
	Iteration 30Q: 3 clusters Score -7646298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -7646299.000000 Penalty: 5504.006836
	Iteration 31Q: 3 clusters Score -7646299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -7646306.500000 Penalty: 5504.006836
	Iteration 32Q: 3 clusters Score -7646306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -7646310.000000 Penalty: 5504.006836
	Iteration 33Q: 3 clusters Score -7646310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -7646306.500000 Penalty: 5504.006836
	Iteration 34Q: 3 clusters Score -7646306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -7646312.500000 Penalty: 5504.006836
	Iteration 35Q: 3 clusters Score -7646312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -7646312.500000 Penalty: 5504.006836
	Iteration 36F: 3 clusters Score -7646312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Entering Unmasked Estep 
Score: -2881287.250000 Penalty: 2507.132080
	Iteration 0F: 2 clusters Score -2881287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2864288.000000 Penalty: 5014.264160
	Iteration 0F: 3 clusters Score -2864288 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2870131.000000 Penalty: 5014.264160
	Iteration 1F: 3 clusters Score -2870131 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2870597.750000 Penalty: 5014.264160
	Iteration 2Q: 3 clusters Score -2870598 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2871028.750000 Penalty: 5014.264160
	Iteration 3Q: 3 clusters Score -2871029 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2871483.750000 Penalty: 5014.264160
	Iteration 4Q: 3 clusters Score -2871484 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2871956.750000 Penalty: 5014.264160
	Iteration 5Q: 3 clusters Score -2871957 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2872529.750000 Penalty: 5014.264160
	Iteration 6Q: 3 clusters Score -2872530 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2873183.750000 Penalty: 5014.264160
	Iteration 7Q: 3 clusters Score -2873184 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2874006.250000 Penalty: 5014.264160
	Iteration 8F: 3 clusters Score -2874006 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2874980.000000 Penalty: 5014.264160
	Iteration 9F: 3 clusters Score -2874980 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2875992.000000 Penalty: 5014.264160
	Iteration 10F: 3 clusters Score -2875992 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2876821.750000 Penalty: 5014.264160
	Iteration 11Q: 3 clusters Score -2876822 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2877475.000000 Penalty: 5014.264160
	Iteration 12Q: 3 clusters Score -2877475 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2877912.750000 Penalty: 5014.264160
	Iteration 13Q: 3 clusters Score -2877913 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2878318.250000 Penalty: 5014.264160
	Iteration 14Q: 3 clusters Score -2878318 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2878659.750000 Penalty: 5014.264160
	Iteration 15Q: 3 clusters Score -2878660 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2878873.000000 Penalty: 5014.264160
	Iteration 16Q: 3 clusters Score -2878873 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2879033.000000 Penalty: 5014.264160
	Iteration 17Q: 3 clusters Score -2879033 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2879162.000000 Penalty: 5014.264160
	Iteration 18Q: 3 clusters Score -2879162 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2879256.250000 Penalty: 5014.264160
	Iteration 19Q: 3 clusters Score -2879256 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2879358.000000 Penalty: 5014.264160
	Iteration 20F: 3 clusters Score -2879358 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2879469.500000 Penalty: 5014.264160
	Iteration 21Q: 3 clusters Score -2879470 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2879551.000000 Penalty: 5014.264160
	Iteration 22Q: 3 clusters Score -2879551 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2879646.500000 Penalty: 5014.264160
	Iteration 23Q: 3 clusters Score -2879646 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2879750.750000 Penalty: 5014.264160
	Iteration 24Q: 3 clusters Score -2879751 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2879876.000000 Penalty: 5014.264160
	Iteration 25Q: 3 clusters Score -2879876 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2879993.500000 Penalty: 5014.264160
	Iteration 26Q: 3 clusters Score -2879994 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2880143.000000 Penalty: 5014.264160
	Iteration 27Q: 3 clusters Score -2880143 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2880336.250000 Penalty: 5014.264160
	Iteration 28Q: 3 clusters Score -2880336 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2880610.000000 Penalty: 5014.264160
	Iteration 29Q: 3 clusters Score -2880610 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2880845.500000 Penalty: 5014.264160
	Iteration 30Q: 3 clusters Score -2880846 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2881003.000000 Penalty: 5014.264160
	Iteration 31Q: 3 clusters Score -2881003 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2881134.500000 Penalty: 5014.264160
	Iteration 32Q: 3 clusters Score -2881134 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2881234.250000 Penalty: 5014.264160
	Iteration 33Q: 3 clusters Score -2881234 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2881294.750000 Penalty: 5014.264160
	Iteration 34Q: 3 clusters Score -2881295 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2881344.750000 Penalty: 5014.264160
	Iteration 35Q: 3 clusters Score -2881345 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2881387.500000 Penalty: 5014.264160
	Iteration 36Q: 3 clusters Score -2881388 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2881410.750000 Penalty: 5014.264160
	Iteration 37Q: 3 clusters Score -2881411 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2881423.000000 Penalty: 5014.264160
	Iteration 38Q: 3 clusters Score -2881423 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2881444.500000 Penalty: 5014.264160
	Iteration 39Q: 3 clusters Score -2881444 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2881553.500000 Penalty: 5014.264160
	Iteration 40F: 3 clusters Score -2881554 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2881625.250000 Penalty: 5014.264160
	Iteration 41Q: 3 clusters Score -2881625 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2881666.750000 Penalty: 5014.264160
	Iteration 42Q: 3 clusters Score -2881667 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2881677.000000 Penalty: 5014.264160
	Iteration 43Q: 3 clusters Score -2881677 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2881687.000000 Penalty: 5014.264160
	Iteration 44Q: 3 clusters Score -2881687 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2881699.000000 Penalty: 5014.264160
	Iteration 45Q: 3 clusters Score -2881699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2881698.000000 Penalty: 5014.264160
	Iteration 46Q: 3 clusters Score -2881698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2881709.000000 Penalty: 5014.264160
	Iteration 47Q: 3 clusters Score -2881709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2881714.000000 Penalty: 5014.264160
	Iteration 48Q: 3 clusters Score -2881714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2881714.000000 Penalty: 5014.264160
	Iteration 49Q: 3 clusters Score -2881714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2881719.750000 Penalty: 5014.264160
	Iteration 50Q: 3 clusters Score -2881720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2881721.500000 Penalty: 5014.264160
	Iteration 51Q: 3 clusters Score -2881722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2881723.250000 Penalty: 5014.264160
	Iteration 52Q: 3 clusters Score -2881723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2881723.250000 Penalty: 5014.264160
	Iteration 53Q: 3 clusters Score -2881723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2881719.500000 Penalty: 5014.264160
	Iteration 54Q: 3 clusters Score -2881720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2881725.750000 Penalty: 5014.264160
	Iteration 55Q: 3 clusters Score -2881726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2881739.000000 Penalty: 5014.264160
	Iteration 56Q: 3 clusters Score -2881739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2881737.000000 Penalty: 5014.264160
	Iteration 57Q: 3 clusters Score -2881737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2881738.250000 Penalty: 5014.264160
	Iteration 58Q: 3 clusters Score -2881738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2881742.500000 Penalty: 5014.264160
	Iteration 59Q: 3 clusters Score -2881742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2881740.500000 Penalty: 5014.264160
	Iteration 60F: 3 clusters Score -2881740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2881742.750000 Penalty: 5014.264160
	Iteration 61Q: 3 clusters Score -2881743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2881743.000000 Penalty: 5014.264160
	Iteration 62Q: 3 clusters Score -2881743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2881738.250000 Penalty: 5014.264160
	Iteration 63Q: 3 clusters Score -2881738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2881739.750000 Penalty: 5014.264160
	Iteration 64Q: 3 clusters Score -2881740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2881735.750000 Penalty: 5014.264160
	Iteration 65Q: 3 clusters Score -2881736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2881738.000000 Penalty: 5014.264160
	Iteration 66Q: 3 clusters Score -2881738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2881737.000000 Penalty: 5014.264160
	Iteration 67Q: 3 clusters Score -2881737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2881737.000000 Penalty: 5014.264160
	Iteration 68Q: 3 clusters Score -2881737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2881739.250000 Penalty: 5014.264160
	Iteration 69Q: 3 clusters Score -2881739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2881743.250000 Penalty: 5014.264160
	Iteration 70Q: 3 clusters Score -2881743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2881743.000000 Penalty: 5014.264160
	Iteration 71Q: 3 clusters Score -2881743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2881744.750000 Penalty: 5014.264160
	Iteration 72Q: 3 clusters Score -2881745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2881741.500000 Penalty: 5014.264160
	Iteration 73Q: 3 clusters Score -2881742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2881739.000000 Penalty: 5014.264160
	Iteration 74Q: 3 clusters Score -2881739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2881739.000000 Penalty: 5014.264160
	Iteration 75Q: 3 clusters Score -2881739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2881740.000000 Penalty: 5014.264160
	Iteration 76Q: 3 clusters Score -2881740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2881740.000000 Penalty: 5014.264160
	Iteration 77Q: 3 clusters Score -2881740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2881738.750000 Penalty: 5014.264160
	Iteration 78Q: 3 clusters Score -2881739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2881740.250000 Penalty: 5014.264160
	Iteration 79Q: 3 clusters Score -2881740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2881742.000000 Penalty: 5014.264160
	Iteration 80F: 3 clusters Score -2881742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2881740.500000 Penalty: 5014.264160
	Iteration 81Q: 3 clusters Score -2881740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2881740.500000 Penalty: 5014.264160
	Iteration 82F: 3 clusters Score -2881740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 110148 members 
Mstep: Class 3 contains 5137 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 8 contains 65959 members 
Mstep: Class 10 contains 13257 members 
Mstep: Class 11 contains 4078 members 
Mstep: Class 12 contains 8039 members 
Mstep: Class 13 contains 23079 members 
Mstep: Class 14 contains 47733 members 
Mstep: Class 15 contains 193232 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 316111 members 
Entering Unmasked Estep 
Score: -92662352.000000 Penalty: 50655.171875
Splitting cluster 10 changes total score from -92663224.000000 to -92662352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (4078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Entering Unmasked Estep 
Score: -444573.093750 Penalty: 2061.713867
	Iteration 0F: 2 clusters Score -444573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -440647.781250 Penalty: 4123.427734
	Iteration 0F: 3 clusters Score -440647.8 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -441659.343750 Penalty: 4123.427734
	Iteration 1F: 3 clusters Score -441659.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -442107.875000 Penalty: 4123.427734
	Iteration 2F: 3 clusters Score -442107.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -442485.718750 Penalty: 4123.427734
	Iteration 3F: 3 clusters Score -442485.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -442781.375000 Penalty: 4123.427734
	Iteration 4F: 3 clusters Score -442781.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -443107.156250 Penalty: 4123.427734
	Iteration 5F: 3 clusters Score -443107.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -443461.593750 Penalty: 4123.427734
	Iteration 6F: 3 clusters Score -443461.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -443783.812500 Penalty: 4123.427734
	Iteration 7F: 3 clusters Score -443783.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -444058.406250 Penalty: 4123.427734
	Iteration 8Q: 3 clusters Score -444058.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -444319.843750 Penalty: 4123.427734
	Iteration 9Q: 3 clusters Score -444319.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -444515.312500 Penalty: 4123.427734
	Iteration 10Q: 3 clusters Score -444515.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -444647.750000 Penalty: 4123.427734
	Iteration 11Q: 3 clusters Score -444647.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -444734.625000 Penalty: 4123.427734
	Iteration 12Q: 3 clusters Score -444734.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -444761.687500 Penalty: 4123.427734
	Iteration 13Q: 3 clusters Score -444761.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -444777.468750 Penalty: 4123.427734
	Iteration 14Q: 3 clusters Score -444777.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -444785.000000 Penalty: 4123.427734
	Iteration 15Q: 3 clusters Score -444785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -444788.406250 Penalty: 4123.427734
	Iteration 16Q: 3 clusters Score -444788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -444789.312500 Penalty: 4123.427734
	Iteration 17Q: 3 clusters Score -444789.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -444796.562500 Penalty: 4123.427734
	Iteration 18F: 3 clusters Score -444796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -444807.250000 Penalty: 4123.427734
	Iteration 19Q: 3 clusters Score -444807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -444807.250000 Penalty: 4123.427734
	Iteration 20F: 3 clusters Score -444807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 110148 members 
Mstep: Class 3 contains 5137 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 8 contains 65959 members 
Mstep: Class 10 contains 24573 members 
Mstep: Class 11 contains 3870 members 
Mstep: Class 12 contains 8039 members 
Mstep: Class 13 contains 23079 members 
Mstep: Class 14 contains 47733 members 
Mstep: Class 15 contains 193232 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 316111 members 
Entering Unmasked Estep 
Score: -92661640.000000 Penalty: 50655.171875
Splitting cluster 11 changes total score from -92663224.000000 to -92661640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (8039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Entering Unmasked Estep 
Score: -930516.937500 Penalty: 2230.030762
	Iteration 0F: 2 clusters Score -930516.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -924044.625000 Penalty: 4460.061523
	Iteration 0F: 3 clusters Score -924044.6 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -925903.625000 Penalty: 4460.061523
	Iteration 1F: 3 clusters Score -925903.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -926182.062500 Penalty: 4460.061523
	Iteration 2F: 3 clusters Score -926182.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -926352.937500 Penalty: 4460.061523
	Iteration 3F: 3 clusters Score -926352.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -926492.250000 Penalty: 4460.061523
	Iteration 4Q: 3 clusters Score -926492.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -926626.187500 Penalty: 4460.061523
	Iteration 5Q: 3 clusters Score -926626.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -926763.062500 Penalty: 4460.061523
	Iteration 6Q: 3 clusters Score -926763.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -926913.500000 Penalty: 4460.061523
	Iteration 7Q: 3 clusters Score -926913.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -927121.437500 Penalty: 4460.061523
	Iteration 8Q: 3 clusters Score -927121.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -927534.625000 Penalty: 4460.061523
	Iteration 9F: 3 clusters Score -927534.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -928394.250000 Penalty: 4460.061523
	Iteration 10F: 3 clusters Score -928394.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -929758.375000 Penalty: 4460.061523
	Iteration 11F: 3 clusters Score -929758.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -930507.437500 Penalty: 4460.061523
	Iteration 12F: 3 clusters Score -930507.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -930999.937500 Penalty: 4460.061523
	Iteration 13Q: 3 clusters Score -930999.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -931234.562500 Penalty: 4460.061523
	Iteration 14Q: 3 clusters Score -931234.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -931337.687500 Penalty: 4460.061523
	Iteration 15Q: 3 clusters Score -931337.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -931403.375000 Penalty: 4460.061523
	Iteration 16Q: 3 clusters Score -931403.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -931437.062500 Penalty: 4460.061523
	Iteration 17Q: 3 clusters Score -931437.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -931457.312500 Penalty: 4460.061523
	Iteration 18Q: 3 clusters Score -931457.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -931474.625000 Penalty: 4460.061523
	Iteration 19Q: 3 clusters Score -931474.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -931485.812500 Penalty: 4460.061523
	Iteration 20F: 3 clusters Score -931485.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -931488.937500 Penalty: 4460.061523
	Iteration 21Q: 3 clusters Score -931488.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -931494.875000 Penalty: 4460.061523
	Iteration 22Q: 3 clusters Score -931494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -931494.500000 Penalty: 4460.061523
	Iteration 23Q: 3 clusters Score -931494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -931495.875000 Penalty: 4460.061523
	Iteration 24Q: 3 clusters Score -931495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -931498.375000 Penalty: 4460.061523
	Iteration 25Q: 3 clusters Score -931498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -931498.875000 Penalty: 4460.061523
	Iteration 26Q: 3 clusters Score -931498.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -931498.812500 Penalty: 4460.061523
	Iteration 27Q: 3 clusters Score -931498.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -931498.812500 Penalty: 4460.061523
	Iteration 28F: 3 clusters Score -931498.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 110148 members 
Mstep: Class 3 contains 5137 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 8 contains 65959 members 
Mstep: Class 10 contains 24573 members 
Mstep: Class 11 contains 4078 members 
Mstep: Class 12 contains 5804 members 
Mstep: Class 13 contains 23079 members 
Mstep: Class 14 contains 47733 members 
Mstep: Class 15 contains 193232 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 316111 members 
Entering Unmasked Estep 
Score: -92662576.000000 Penalty: 50655.171875
Splitting cluster 12 changes total score from -92663224.000000 to -92662576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (23079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Entering Unmasked Estep 
Score: -2704591.000000 Penalty: 2491.576172
	Iteration 0F: 2 clusters Score -2704591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2688598.250000 Penalty: 4983.152344
	Iteration 0F: 3 clusters Score -2688598 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2693873.750000 Penalty: 4983.152344
	Iteration 1F: 3 clusters Score -2693874 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2694224.750000 Penalty: 4983.152344
	Iteration 2Q: 3 clusters Score -2694225 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2694559.000000 Penalty: 4983.152344
	Iteration 3Q: 3 clusters Score -2694559 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2694877.750000 Penalty: 4983.152344
	Iteration 4Q: 3 clusters Score -2694878 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2695174.000000 Penalty: 4983.152344
	Iteration 5Q: 3 clusters Score -2695174 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2695519.500000 Penalty: 4983.152344
	Iteration 6Q: 3 clusters Score -2695520 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2695994.250000 Penalty: 4983.152344
	Iteration 7Q: 3 clusters Score -2695994 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2696617.250000 Penalty: 4983.152344
	Iteration 8Q: 3 clusters Score -2696617 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2697508.500000 Penalty: 4983.152344
	Iteration 9F: 3 clusters Score -2697508 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2698655.000000 Penalty: 4983.152344
	Iteration 10F: 3 clusters Score -2698655 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2699870.750000 Penalty: 4983.152344
	Iteration 11F: 3 clusters Score -2699871 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2700882.750000 Penalty: 4983.152344
	Iteration 12F: 3 clusters Score -2700883 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2701563.750000 Penalty: 4983.152344
	Iteration 13Q: 3 clusters Score -2701564 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2702018.000000 Penalty: 4983.152344
	Iteration 14Q: 3 clusters Score -2702018 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2702301.250000 Penalty: 4983.152344
	Iteration 15Q: 3 clusters Score -2702301 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2702524.250000 Penalty: 4983.152344
	Iteration 16Q: 3 clusters Score -2702524 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2702671.250000 Penalty: 4983.152344
	Iteration 17Q: 3 clusters Score -2702671 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2702804.500000 Penalty: 4983.152344
	Iteration 18Q: 3 clusters Score -2702804 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2702915.000000 Penalty: 4983.152344
	Iteration 19Q: 3 clusters Score -2702915 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2703030.500000 Penalty: 4983.152344
	Iteration 20F: 3 clusters Score -2703030 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2703134.500000 Penalty: 4983.152344
	Iteration 21Q: 3 clusters Score -2703134 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2703249.250000 Penalty: 4983.152344
	Iteration 22Q: 3 clusters Score -2703249 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2703337.000000 Penalty: 4983.152344
	Iteration 23Q: 3 clusters Score -2703337 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2703400.500000 Penalty: 4983.152344
	Iteration 24Q: 3 clusters Score -2703400 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2703473.000000 Penalty: 4983.152344
	Iteration 25Q: 3 clusters Score -2703473 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2703495.750000 Penalty: 4983.152344
	Iteration 26Q: 3 clusters Score -2703496 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2703540.250000 Penalty: 4983.152344
	Iteration 27Q: 3 clusters Score -2703540 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2703556.000000 Penalty: 4983.152344
	Iteration 28Q: 3 clusters Score -2703556 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2703598.500000 Penalty: 4983.152344
	Iteration 29Q: 3 clusters Score -2703598 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2703627.750000 Penalty: 4983.152344
	Iteration 30Q: 3 clusters Score -2703628 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2703650.000000 Penalty: 4983.152344
	Iteration 31Q: 3 clusters Score -2703650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2703668.750000 Penalty: 4983.152344
	Iteration 32Q: 3 clusters Score -2703669 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2703674.500000 Penalty: 4983.152344
	Iteration 33Q: 3 clusters Score -2703674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2703688.500000 Penalty: 4983.152344
	Iteration 34Q: 3 clusters Score -2703688 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2703686.500000 Penalty: 4983.152344
	Iteration 35Q: 3 clusters Score -2703686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2703702.500000 Penalty: 4983.152344
	Iteration 36Q: 3 clusters Score -2703702 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2703713.750000 Penalty: 4983.152344
	Iteration 37Q: 3 clusters Score -2703714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2703716.000000 Penalty: 4983.152344
	Iteration 38Q: 3 clusters Score -2703716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2703729.000000 Penalty: 4983.152344
	Iteration 39Q: 3 clusters Score -2703729 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2703741.000000 Penalty: 4983.152344
	Iteration 40F: 3 clusters Score -2703741 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2703750.000000 Penalty: 4983.152344
	Iteration 41Q: 3 clusters Score -2703750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2703744.500000 Penalty: 4983.152344
	Iteration 42Q: 3 clusters Score -2703744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2703753.500000 Penalty: 4983.152344
	Iteration 43Q: 3 clusters Score -2703754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2703752.000000 Penalty: 4983.152344
	Iteration 44Q: 3 clusters Score -2703752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2703754.750000 Penalty: 4983.152344
	Iteration 45Q: 3 clusters Score -2703755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2703761.750000 Penalty: 4983.152344
	Iteration 46Q: 3 clusters Score -2703762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2703763.000000 Penalty: 4983.152344
	Iteration 47Q: 3 clusters Score -2703763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2703757.750000 Penalty: 4983.152344
	Iteration 48Q: 3 clusters Score -2703758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2703760.750000 Penalty: 4983.152344
	Iteration 49Q: 3 clusters Score -2703761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2703754.250000 Penalty: 4983.152344
	Iteration 50Q: 3 clusters Score -2703754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2703757.250000 Penalty: 4983.152344
	Iteration 51Q: 3 clusters Score -2703757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2703756.500000 Penalty: 4983.152344
	Iteration 52Q: 3 clusters Score -2703756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2703761.000000 Penalty: 4983.152344
	Iteration 53Q: 3 clusters Score -2703761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2703764.500000 Penalty: 4983.152344
	Iteration 54Q: 3 clusters Score -2703764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2703769.500000 Penalty: 4983.152344
	Iteration 55Q: 3 clusters Score -2703770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2703769.750000 Penalty: 4983.152344
	Iteration 56Q: 3 clusters Score -2703770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2703769.500000 Penalty: 4983.152344
	Iteration 57Q: 3 clusters Score -2703770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2703768.750000 Penalty: 4983.152344
	Iteration 58Q: 3 clusters Score -2703769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2703775.250000 Penalty: 4983.152344
	Iteration 59Q: 3 clusters Score -2703775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2703776.000000 Penalty: 4983.152344
	Iteration 60F: 3 clusters Score -2703776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2703773.750000 Penalty: 4983.152344
	Iteration 61Q: 3 clusters Score -2703774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2703774.250000 Penalty: 4983.152344
	Iteration 62Q: 3 clusters Score -2703774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2703773.250000 Penalty: 4983.152344
	Iteration 63Q: 3 clusters Score -2703773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2703776.000000 Penalty: 4983.152344
	Iteration 64Q: 3 clusters Score -2703776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2703780.000000 Penalty: 4983.152344
	Iteration 65Q: 3 clusters Score -2703780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2703776.250000 Penalty: 4983.152344
	Iteration 66Q: 3 clusters Score -2703776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2703777.250000 Penalty: 4983.152344
	Iteration 67Q: 3 clusters Score -2703777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2703777.250000 Penalty: 4983.152344
	Iteration 68F: 3 clusters Score -2703777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Entering Unmasked Estep 
Score: -5378787.500000 Penalty: 2671.797852
	Iteration 0F: 2 clusters Score -5378788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -5346692.500000 Penalty: 5343.595703
	Iteration 0F: 3 clusters Score -5346692 nChanged 21881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -5359173.500000 Penalty: 5343.595703
	Iteration 1F: 3 clusters Score -5359174 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -5360287.000000 Penalty: 5343.595703
	Iteration 2F: 3 clusters Score -5360287 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -5362082.500000 Penalty: 5343.595703
	Iteration 3F: 3 clusters Score -5362082 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -5364801.000000 Penalty: 5343.595703
	Iteration 4F: 3 clusters Score -5364801 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -5368080.000000 Penalty: 5343.595703
	Iteration 5F: 3 clusters Score -5368080 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -5371248.500000 Penalty: 5343.595703
	Iteration 6F: 3 clusters Score -5371248 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -5373666.000000 Penalty: 5343.595703
	Iteration 7F: 3 clusters Score -5373666 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -5375211.000000 Penalty: 5343.595703
	Iteration 8Q: 3 clusters Score -5375211 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -5376130.500000 Penalty: 5343.595703
	Iteration 9Q: 3 clusters Score -5376130 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -5376563.500000 Penalty: 5343.595703
	Iteration 10Q: 3 clusters Score -5376564 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -5376739.000000 Penalty: 5343.595703
	Iteration 11Q: 3 clusters Score -5376739 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -5376837.000000 Penalty: 5343.595703
	Iteration 12Q: 3 clusters Score -5376837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -5376873.000000 Penalty: 5343.595703
	Iteration 13Q: 3 clusters Score -5376873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -5376903.000000 Penalty: 5343.595703
	Iteration 14Q: 3 clusters Score -5376903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -5376923.500000 Penalty: 5343.595703
	Iteration 15Q: 3 clusters Score -5376924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -5376931.500000 Penalty: 5343.595703
	Iteration 16Q: 3 clusters Score -5376932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -5376936.500000 Penalty: 5343.595703
	Iteration 17Q: 3 clusters Score -5376936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -5376942.500000 Penalty: 5343.595703
	Iteration 18Q: 3 clusters Score -5376942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -5376948.000000 Penalty: 5343.595703
	Iteration 19Q: 3 clusters Score -5376948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -5376966.500000 Penalty: 5343.595703
	Iteration 20F: 3 clusters Score -5376966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -5376987.000000 Penalty: 5343.595703
	Iteration 21Q: 3 clusters Score -5376987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -5377005.000000 Penalty: 5343.595703
	Iteration 22Q: 3 clusters Score -5377005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -5377011.000000 Penalty: 5343.595703
	Iteration 23Q: 3 clusters Score -5377011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -5377006.500000 Penalty: 5343.595703
	Iteration 24Q: 3 clusters Score -5377006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -5377009.000000 Penalty: 5343.595703
	Iteration 25Q: 3 clusters Score -5377009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -5377011.000000 Penalty: 5343.595703
	Iteration 26Q: 3 clusters Score -5377011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -5377008.500000 Penalty: 5343.595703
	Iteration 27Q: 3 clusters Score -5377008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -5377011.500000 Penalty: 5343.595703
	Iteration 28Q: 3 clusters Score -5377012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -5377010.000000 Penalty: 5343.595703
	Iteration 29Q: 3 clusters Score -5377010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -5377010.000000 Penalty: 5343.595703
	Iteration 30F: 3 clusters Score -5377010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (193232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193232 members 
Entering Unmasked Estep 
Score: -22263276.000000 Penalty: 3018.568359
	Iteration 0F: 2 clusters Score -2.226328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 96549 members 
Entering Unmasked Estep 
Score: -22137592.000000 Penalty: 6037.136719
	Iteration 0F: 3 clusters Score -2.213759e+07 nChanged 92696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97265 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -22192574.000000 Penalty: 6037.136719
	Iteration 1F: 3 clusters Score -2.219257e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 95531 members 
Entering Unmasked Estep 
Score: -22194916.000000 Penalty: 6037.136719
	Iteration 2Q: 3 clusters Score -2.219492e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98459 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -22198592.000000 Penalty: 6037.136719
	Iteration 3Q: 3 clusters Score -2.219859e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99525 members 
Mstep: Class 2 contains 93707 members 
Entering Unmasked Estep 
Score: -22204094.000000 Penalty: 6037.136719
	Iteration 4F: 3 clusters Score -2.220409e+07 nChanged 11619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100990 members 
Mstep: Class 2 contains 92242 members 
Entering Unmasked Estep 
Score: -22211900.000000 Penalty: 6037.136719
	Iteration 5F: 3 clusters Score -2.22119e+07 nChanged 13022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102560 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -22221336.000000 Penalty: 6037.136719
	Iteration 6F: 3 clusters Score -2.222134e+07 nChanged 13491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -22231292.000000 Penalty: 6037.136719
	Iteration 7F: 3 clusters Score -2.223129e+07 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 88539 members 
Entering Unmasked Estep 
Score: -22238916.000000 Penalty: 6037.136719
	Iteration 8F: 3 clusters Score -2.223892e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105555 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -22242608.000000 Penalty: 6037.136719
	Iteration 9Q: 3 clusters Score -2.224261e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106405 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -22244284.000000 Penalty: 6037.136719
	Iteration 10Q: 3 clusters Score -2.224428e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107446 members 
Mstep: Class 2 contains 85786 members 
Entering Unmasked Estep 
Score: -22245110.000000 Penalty: 6037.136719
	Iteration 11Q: 3 clusters Score -2.224511e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108699 members 
Mstep: Class 2 contains 84533 members 
Entering Unmasked Estep 
Score: -22245884.000000 Penalty: 6037.136719
	Iteration 12Q: 3 clusters Score -2.224588e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110173 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -22246726.000000 Penalty: 6037.136719
	Iteration 13Q: 3 clusters Score -2.224673e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111778 members 
Mstep: Class 2 contains 81454 members 
Entering Unmasked Estep 
Score: -22247510.000000 Penalty: 6037.136719
	Iteration 14Q: 3 clusters Score -2.224751e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113548 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -22248422.000000 Penalty: 6037.136719
	Iteration 15Q: 3 clusters Score -2.224842e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -22249372.000000 Penalty: 6037.136719
	Iteration 16Q: 3 clusters Score -2.224937e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117309 members 
Mstep: Class 2 contains 75923 members 
Entering Unmasked Estep 
Score: -22250212.000000 Penalty: 6037.136719
	Iteration 17Q: 3 clusters Score -2.225021e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119250 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -22250958.000000 Penalty: 6037.136719
	Iteration 18Q: 3 clusters Score -2.225096e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121194 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
Score: -22251620.000000 Penalty: 6037.136719
	Iteration 19Q: 3 clusters Score -2.225162e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123141 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -22252142.000000 Penalty: 6037.136719
	Iteration 20F: 3 clusters Score -2.225214e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125108 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -22252592.000000 Penalty: 6037.136719
	Iteration 21Q: 3 clusters Score -2.225259e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127055 members 
Mstep: Class 2 contains 66177 members 
Entering Unmasked Estep 
Score: -22253184.000000 Penalty: 6037.136719
	Iteration 22Q: 3 clusters Score -2.225318e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128993 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -22253632.000000 Penalty: 6037.136719
	Iteration 23Q: 3 clusters Score -2.225363e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130934 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -22254212.000000 Penalty: 6037.136719
	Iteration 24Q: 3 clusters Score -2.225421e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132905 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -22254658.000000 Penalty: 6037.136719
	Iteration 25Q: 3 clusters Score -2.225466e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135003 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -22255518.000000 Penalty: 6037.136719
	Iteration 26Q: 3 clusters Score -2.225552e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137257 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -22256576.000000 Penalty: 6037.136719
	Iteration 27Q: 3 clusters Score -2.225658e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139574 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -22257732.000000 Penalty: 6037.136719
	Iteration 28Q: 3 clusters Score -2.225773e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141929 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -22259052.000000 Penalty: 6037.136719
	Iteration 29Q: 3 clusters Score -2.225905e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144207 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -22259916.000000 Penalty: 6037.136719
	Iteration 30Q: 3 clusters Score -2.225992e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146244 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -22260702.000000 Penalty: 6037.136719
	Iteration 31Q: 3 clusters Score -2.22607e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148065 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -22261316.000000 Penalty: 6037.136719
	Iteration 32Q: 3 clusters Score -2.226132e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149783 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -22261758.000000 Penalty: 6037.136719
	Iteration 33Q: 3 clusters Score -2.226176e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151287 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -22262058.000000 Penalty: 6037.136719
	Iteration 34Q: 3 clusters Score -2.226206e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152679 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -22262312.000000 Penalty: 6037.136719
	Iteration 35Q: 3 clusters Score -2.226231e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153922 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -22262506.000000 Penalty: 6037.136719
	Iteration 36Q: 3 clusters Score -2.226251e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155031 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -22262732.000000 Penalty: 6037.136719
	Iteration 37Q: 3 clusters Score -2.226273e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156043 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -22262874.000000 Penalty: 6037.136719
	Iteration 38Q: 3 clusters Score -2.226287e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157037 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -22262916.000000 Penalty: 6037.136719
	Iteration 39Q: 3 clusters Score -2.226292e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157905 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -22262990.000000 Penalty: 6037.136719
	Iteration 40F: 3 clusters Score -2.226299e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158669 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -22263124.000000 Penalty: 6037.136719
	Iteration 41Q: 3 clusters Score -2.226312e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159399 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -22263088.000000 Penalty: 6037.136719
	Iteration 42Q: 3 clusters Score -2.226309e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160069 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -22263178.000000 Penalty: 6037.136719
	Iteration 43Q: 3 clusters Score -2.226318e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160739 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -22263310.000000 Penalty: 6037.136719
	Iteration 44Q: 3 clusters Score -2.226331e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161363 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -22263324.000000 Penalty: 6037.136719
	Iteration 45Q: 3 clusters Score -2.226332e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161908 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -22263318.000000 Penalty: 6037.136719
	Iteration 46Q: 3 clusters Score -2.226332e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162449 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -22263296.000000 Penalty: 6037.136719
	Iteration 47Q: 3 clusters Score -2.22633e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162928 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -22263362.000000 Penalty: 6037.136719
	Iteration 48Q: 3 clusters Score -2.226336e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163417 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -22263430.000000 Penalty: 6037.136719
	Iteration 49Q: 3 clusters Score -2.226343e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163864 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -22263438.000000 Penalty: 6037.136719
	Iteration 50Q: 3 clusters Score -2.226344e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164319 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -22263528.000000 Penalty: 6037.136719
	Iteration 51Q: 3 clusters Score -2.226353e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164759 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -22263544.000000 Penalty: 6037.136719
	Iteration 52Q: 3 clusters Score -2.226354e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165162 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -22263562.000000 Penalty: 6037.136719
	Iteration 53Q: 3 clusters Score -2.226356e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165551 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -22263624.000000 Penalty: 6037.136719
	Iteration 54Q: 3 clusters Score -2.226362e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165865 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -22263656.000000 Penalty: 6037.136719
	Iteration 55Q: 3 clusters Score -2.226366e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166176 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -22263600.000000 Penalty: 6037.136719
	Iteration 56Q: 3 clusters Score -2.22636e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166461 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -22263642.000000 Penalty: 6037.136719
	Iteration 57Q: 3 clusters Score -2.226364e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166721 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -22263662.000000 Penalty: 6037.136719
	Iteration 58Q: 3 clusters Score -2.226366e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166943 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -22263640.000000 Penalty: 6037.136719
	Iteration 59Q: 3 clusters Score -2.226364e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -22263638.000000 Penalty: 6037.136719
	Iteration 60F: 3 clusters Score -2.226364e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167335 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -22263642.000000 Penalty: 6037.136719
	Iteration 61Q: 3 clusters Score -2.226364e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167509 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -22263632.000000 Penalty: 6037.136719
	Iteration 62Q: 3 clusters Score -2.226363e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167684 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -22263658.000000 Penalty: 6037.136719
	Iteration 63Q: 3 clusters Score -2.226366e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167870 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -22263626.000000 Penalty: 6037.136719
	Iteration 64Q: 3 clusters Score -2.226363e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -22263614.000000 Penalty: 6037.136719
	Iteration 65Q: 3 clusters Score -2.226361e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168219 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -22263656.000000 Penalty: 6037.136719
	Iteration 66Q: 3 clusters Score -2.226366e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168365 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -22263638.000000 Penalty: 6037.136719
	Iteration 67Q: 3 clusters Score -2.226364e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168510 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -22263664.000000 Penalty: 6037.136719
	Iteration 68Q: 3 clusters Score -2.226366e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168665 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -22263702.000000 Penalty: 6037.136719
	Iteration 69Q: 3 clusters Score -2.22637e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -22263688.000000 Penalty: 6037.136719
	Iteration 70Q: 3 clusters Score -2.226369e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168989 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -22263700.000000 Penalty: 6037.136719
	Iteration 71Q: 3 clusters Score -2.22637e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169144 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -22263720.000000 Penalty: 6037.136719
	Iteration 72Q: 3 clusters Score -2.226372e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169292 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -22263708.000000 Penalty: 6037.136719
	Iteration 73Q: 3 clusters Score -2.226371e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169419 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -22263752.000000 Penalty: 6037.136719
	Iteration 74Q: 3 clusters Score -2.226375e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169532 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -22263776.000000 Penalty: 6037.136719
	Iteration 75Q: 3 clusters Score -2.226378e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169650 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -22263790.000000 Penalty: 6037.136719
	Iteration 76Q: 3 clusters Score -2.226379e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169776 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -22263784.000000 Penalty: 6037.136719
	Iteration 77Q: 3 clusters Score -2.226378e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169916 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -22263774.000000 Penalty: 6037.136719
	Iteration 78Q: 3 clusters Score -2.226377e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170037 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -22263774.000000 Penalty: 6037.136719
	Iteration 79Q: 3 clusters Score -2.226377e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170152 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -22263816.000000 Penalty: 6037.136719
	Iteration 80F: 3 clusters Score -2.226382e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170258 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -22263816.000000 Penalty: 6037.136719
	Iteration 81Q: 3 clusters Score -2.226382e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170353 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -22263830.000000 Penalty: 6037.136719
	Iteration 82Q: 3 clusters Score -2.226383e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170437 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -22263760.000000 Penalty: 6037.136719
	Iteration 83Q: 3 clusters Score -2.226376e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170527 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -22263778.000000 Penalty: 6037.136719
	Iteration 84Q: 3 clusters Score -2.226378e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170616 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -22263758.000000 Penalty: 6037.136719
	Iteration 85Q: 3 clusters Score -2.226376e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170691 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -22263812.000000 Penalty: 6037.136719
	Iteration 86Q: 3 clusters Score -2.226381e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170767 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -22263792.000000 Penalty: 6037.136719
	Iteration 87Q: 3 clusters Score -2.226379e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170832 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -22263798.000000 Penalty: 6037.136719
	Iteration 88Q: 3 clusters Score -2.22638e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170891 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -22263812.000000 Penalty: 6037.136719
	Iteration 89Q: 3 clusters Score -2.226381e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170938 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -22263822.000000 Penalty: 6037.136719
	Iteration 90Q: 3 clusters Score -2.226382e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170982 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -22263836.000000 Penalty: 6037.136719
	Iteration 91Q: 3 clusters Score -2.226384e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171028 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -22263836.000000 Penalty: 6037.136719
	Iteration 92Q: 3 clusters Score -2.226384e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171068 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -22263810.000000 Penalty: 6037.136719
	Iteration 93Q: 3 clusters Score -2.226381e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171105 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -22263820.000000 Penalty: 6037.136719
	Iteration 94Q: 3 clusters Score -2.226382e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171145 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -22263806.000000 Penalty: 6037.136719
	Iteration 95Q: 3 clusters Score -2.226381e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171186 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -22263808.000000 Penalty: 6037.136719
	Iteration 96Q: 3 clusters Score -2.226381e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171220 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -22263816.000000 Penalty: 6037.136719
	Iteration 97Q: 3 clusters Score -2.226382e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -22263822.000000 Penalty: 6037.136719
	Iteration 98Q: 3 clusters Score -2.226382e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171289 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -22263844.000000 Penalty: 6037.136719
	Iteration 99Q: 3 clusters Score -2.226384e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171328 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -22263818.000000 Penalty: 6037.136719
	Iteration 100F: 3 clusters Score -2.226382e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171362 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -22263842.000000 Penalty: 6037.136719
	Iteration 101Q: 3 clusters Score -2.226384e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -22263826.000000 Penalty: 6037.136719
	Iteration 102Q: 3 clusters Score -2.226383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171423 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -22263782.000000 Penalty: 6037.136719
	Iteration 103Q: 3 clusters Score -2.226378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171443 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -22263790.000000 Penalty: 6037.136719
	Iteration 104Q: 3 clusters Score -2.226379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171456 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -22263784.000000 Penalty: 6037.136719
	Iteration 105Q: 3 clusters Score -2.226378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171467 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -22263798.000000 Penalty: 6037.136719
	Iteration 106Q: 3 clusters Score -2.22638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171479 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -22263768.000000 Penalty: 6037.136719
	Iteration 107Q: 3 clusters Score -2.226377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171489 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -22263782.000000 Penalty: 6037.136719
	Iteration 108Q: 3 clusters Score -2.226378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171506 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -22263764.000000 Penalty: 6037.136719
	Iteration 109Q: 3 clusters Score -2.226376e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171530 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -22263772.000000 Penalty: 6037.136719
	Iteration 110Q: 3 clusters Score -2.226377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171552 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -22263792.000000 Penalty: 6037.136719
	Iteration 111Q: 3 clusters Score -2.226379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171573 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -22263796.000000 Penalty: 6037.136719
	Iteration 112Q: 3 clusters Score -2.22638e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171602 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -22263788.000000 Penalty: 6037.136719
	Iteration 113Q: 3 clusters Score -2.226379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171631 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -22263814.000000 Penalty: 6037.136719
	Iteration 114Q: 3 clusters Score -2.226381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171659 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -22263828.000000 Penalty: 6037.136719
	Iteration 115Q: 3 clusters Score -2.226383e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171681 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -22263832.000000 Penalty: 6037.136719
	Iteration 116Q: 3 clusters Score -2.226383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171701 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -22263804.000000 Penalty: 6037.136719
	Iteration 117Q: 3 clusters Score -2.22638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171720 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -22263822.000000 Penalty: 6037.136719
	Iteration 118Q: 3 clusters Score -2.226382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171746 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -22263808.000000 Penalty: 6037.136719
	Iteration 119Q: 3 clusters Score -2.226381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171760 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -22263816.000000 Penalty: 6037.136719
	Iteration 120F: 3 clusters Score -2.226382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171772 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -22263798.000000 Penalty: 6037.136719
	Iteration 121Q: 3 clusters Score -2.22638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171782 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -22263806.000000 Penalty: 6037.136719
	Iteration 122Q: 3 clusters Score -2.226381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171797 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -22263816.000000 Penalty: 6037.136719
	Iteration 123Q: 3 clusters Score -2.226382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171812 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -22263812.000000 Penalty: 6037.136719
	Iteration 124Q: 3 clusters Score -2.226381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171834 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -22263838.000000 Penalty: 6037.136719
	Iteration 125Q: 3 clusters Score -2.226384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171855 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -22263836.000000 Penalty: 6037.136719
	Iteration 126Q: 3 clusters Score -2.226384e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171879 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -22263836.000000 Penalty: 6037.136719
	Iteration 127Q: 3 clusters Score -2.226384e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171909 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -22263838.000000 Penalty: 6037.136719
	Iteration 128Q: 3 clusters Score -2.226384e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171945 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -22263832.000000 Penalty: 6037.136719
	Iteration 129Q: 3 clusters Score -2.226383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171972 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -22263862.000000 Penalty: 6037.136719
	Iteration 130Q: 3 clusters Score -2.226386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171994 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -22263844.000000 Penalty: 6037.136719
	Iteration 131Q: 3 clusters Score -2.226384e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172022 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -22263872.000000 Penalty: 6037.136719
	Iteration 132Q: 3 clusters Score -2.226387e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172049 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -22263878.000000 Penalty: 6037.136719
	Iteration 133Q: 3 clusters Score -2.226388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172079 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -22263860.000000 Penalty: 6037.136719
	Iteration 134Q: 3 clusters Score -2.226386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172111 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -22263824.000000 Penalty: 6037.136719
	Iteration 135Q: 3 clusters Score -2.226382e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172144 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -22263818.000000 Penalty: 6037.136719
	Iteration 136Q: 3 clusters Score -2.226382e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172166 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -22263812.000000 Penalty: 6037.136719
	Iteration 137Q: 3 clusters Score -2.226381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -22263814.000000 Penalty: 6037.136719
	Iteration 138Q: 3 clusters Score -2.226381e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172208 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -22263792.000000 Penalty: 6037.136719
	Iteration 139Q: 3 clusters Score -2.226379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172224 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -22263798.000000 Penalty: 6037.136719
	Iteration 140F: 3 clusters Score -2.22638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172235 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -22263790.000000 Penalty: 6037.136719
	Iteration 141Q: 3 clusters Score -2.226379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172245 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -22263770.000000 Penalty: 6037.136719
	Iteration 142Q: 3 clusters Score -2.226377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172253 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -22263780.000000 Penalty: 6037.136719
	Iteration 143Q: 3 clusters Score -2.226378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172261 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -22263762.000000 Penalty: 6037.136719
	Iteration 144Q: 3 clusters Score -2.226376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172270 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -22263768.000000 Penalty: 6037.136719
	Iteration 145Q: 3 clusters Score -2.226377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172275 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -22263766.000000 Penalty: 6037.136719
	Iteration 146Q: 3 clusters Score -2.226377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172283 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -22263780.000000 Penalty: 6037.136719
	Iteration 147Q: 3 clusters Score -2.226378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172287 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -22263778.000000 Penalty: 6037.136719
	Iteration 148Q: 3 clusters Score -2.226378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172291 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -22263782.000000 Penalty: 6037.136719
	Iteration 149Q: 3 clusters Score -2.226378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172298 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -22263790.000000 Penalty: 6037.136719
	Iteration 150Q: 3 clusters Score -2.226379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172309 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -22263798.000000 Penalty: 6037.136719
	Iteration 151Q: 3 clusters Score -2.22638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172321 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -22263776.000000 Penalty: 6037.136719
	Iteration 152Q: 3 clusters Score -2.226378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172332 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -22263800.000000 Penalty: 6037.136719
	Iteration 153Q: 3 clusters Score -2.22638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172342 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -22263804.000000 Penalty: 6037.136719
	Iteration 154Q: 3 clusters Score -2.22638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172353 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -22263786.000000 Penalty: 6037.136719
	Iteration 155Q: 3 clusters Score -2.226379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172369 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -22263814.000000 Penalty: 6037.136719
	Iteration 156Q: 3 clusters Score -2.226381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172380 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -22263810.000000 Penalty: 6037.136719
	Iteration 157Q: 3 clusters Score -2.226381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172393 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -22263798.000000 Penalty: 6037.136719
	Iteration 158Q: 3 clusters Score -2.22638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172408 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -22263806.000000 Penalty: 6037.136719
	Iteration 159Q: 3 clusters Score -2.226381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172423 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -22263808.000000 Penalty: 6037.136719
	Iteration 160F: 3 clusters Score -2.226381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172442 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -22263844.000000 Penalty: 6037.136719
	Iteration 161Q: 3 clusters Score -2.226384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172460 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -22263834.000000 Penalty: 6037.136719
	Iteration 162Q: 3 clusters Score -2.226383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172479 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -22263830.000000 Penalty: 6037.136719
	Iteration 163Q: 3 clusters Score -2.226383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172489 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -22263822.000000 Penalty: 6037.136719
	Iteration 164Q: 3 clusters Score -2.226382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172499 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -22263840.000000 Penalty: 6037.136719
	Iteration 165Q: 3 clusters Score -2.226384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172508 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -22263840.000000 Penalty: 6037.136719
	Iteration 166Q: 3 clusters Score -2.226384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172513 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -22263844.000000 Penalty: 6037.136719
	Iteration 167Q: 3 clusters Score -2.226384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172519 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -22263850.000000 Penalty: 6037.136719
	Iteration 168Q: 3 clusters Score -2.226385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172527 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -22263854.000000 Penalty: 6037.136719
	Iteration 169Q: 3 clusters Score -2.226385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172529 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -22263850.000000 Penalty: 6037.136719
	Iteration 170Q: 3 clusters Score -2.226385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172532 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -22263850.000000 Penalty: 6037.136719
	Iteration 171Q: 3 clusters Score -2.226385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172536 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -22263850.000000 Penalty: 6037.136719
	Iteration 172Q: 3 clusters Score -2.226385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172542 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -22263840.000000 Penalty: 6037.136719
	Iteration 173Q: 3 clusters Score -2.226384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172549 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -22263840.000000 Penalty: 6037.136719
	Iteration 174Q: 3 clusters Score -2.226384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172551 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -22263832.000000 Penalty: 6037.136719
	Iteration 175Q: 3 clusters Score -2.226383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172555 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -22263824.000000 Penalty: 6037.136719
	Iteration 176Q: 3 clusters Score -2.226382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172559 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -22263832.000000 Penalty: 6037.136719
	Iteration 177Q: 3 clusters Score -2.226383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172565 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -22263828.000000 Penalty: 6037.136719
	Iteration 178Q: 3 clusters Score -2.226383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172572 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -22263844.000000 Penalty: 6037.136719
	Iteration 179Q: 3 clusters Score -2.226384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172581 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -22263856.000000 Penalty: 6037.136719
	Iteration 180F: 3 clusters Score -2.226386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172592 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -22263884.000000 Penalty: 6037.136719
	Iteration 181Q: 3 clusters Score -2.226388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172601 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -22263874.000000 Penalty: 6037.136719
	Iteration 182Q: 3 clusters Score -2.226387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172609 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -22263866.000000 Penalty: 6037.136719
	Iteration 183Q: 3 clusters Score -2.226387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172622 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -22263862.000000 Penalty: 6037.136719
	Iteration 184Q: 3 clusters Score -2.226386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172636 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -22263850.000000 Penalty: 6037.136719
	Iteration 185Q: 3 clusters Score -2.226385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172648 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -22263862.000000 Penalty: 6037.136719
	Iteration 186Q: 3 clusters Score -2.226386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172656 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -22263832.000000 Penalty: 6037.136719
	Iteration 187Q: 3 clusters Score -2.226383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172665 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -22263838.000000 Penalty: 6037.136719
	Iteration 188Q: 3 clusters Score -2.226384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172671 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -22263830.000000 Penalty: 6037.136719
	Iteration 189Q: 3 clusters Score -2.226383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172679 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -22263832.000000 Penalty: 6037.136719
	Iteration 190Q: 3 clusters Score -2.226383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172682 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -22263828.000000 Penalty: 6037.136719
	Iteration 191Q: 3 clusters Score -2.226383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172687 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -22263830.000000 Penalty: 6037.136719
	Iteration 192Q: 3 clusters Score -2.226383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172694 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -22263800.000000 Penalty: 6037.136719
	Iteration 193Q: 3 clusters Score -2.22638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172701 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -22263816.000000 Penalty: 6037.136719
	Iteration 194Q: 3 clusters Score -2.226382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172705 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -22263816.000000 Penalty: 6037.136719
	Iteration 195Q: 3 clusters Score -2.226382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172710 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -22263812.000000 Penalty: 6037.136719
	Iteration 196Q: 3 clusters Score -2.226381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172716 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -22263810.000000 Penalty: 6037.136719
	Iteration 197Q: 3 clusters Score -2.226381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172720 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -22263806.000000 Penalty: 6037.136719
	Iteration 198Q: 3 clusters Score -2.226381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172724 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -22263796.000000 Penalty: 6037.136719
	Iteration 199Q: 3 clusters Score -2.22638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172737 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -22263776.000000 Penalty: 6037.136719
	Iteration 200F: 3 clusters Score -2.226378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172744 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -22263796.000000 Penalty: 6037.136719
	Iteration 201Q: 3 clusters Score -2.22638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172748 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -22263790.000000 Penalty: 6037.136719
	Iteration 202Q: 3 clusters Score -2.226379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172752 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -22263800.000000 Penalty: 6037.136719
	Iteration 203Q: 3 clusters Score -2.22638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172757 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -22263792.000000 Penalty: 6037.136719
	Iteration 204Q: 3 clusters Score -2.226379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172760 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -22263786.000000 Penalty: 6037.136719
	Iteration 205Q: 3 clusters Score -2.226379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172763 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -22263778.000000 Penalty: 6037.136719
	Iteration 206Q: 3 clusters Score -2.226378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172763 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -22263780.000000 Penalty: 6037.136719
	Iteration 207Q: 3 clusters Score -2.226378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172766 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -22263784.000000 Penalty: 6037.136719
	Iteration 208Q: 3 clusters Score -2.226378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172770 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -22263784.000000 Penalty: 6037.136719
	Iteration 209Q: 3 clusters Score -2.226378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172773 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -22263778.000000 Penalty: 6037.136719
	Iteration 210Q: 3 clusters Score -2.226378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172777 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -22263766.000000 Penalty: 6037.136719
	Iteration 211Q: 3 clusters Score -2.226377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172781 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -22263762.000000 Penalty: 6037.136719
	Iteration 212Q: 3 clusters Score -2.226376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172788 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -22263752.000000 Penalty: 6037.136719
	Iteration 213Q: 3 clusters Score -2.226375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172792 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -22263756.000000 Penalty: 6037.136719
	Iteration 214Q: 3 clusters Score -2.226376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172795 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -22263758.000000 Penalty: 6037.136719
	Iteration 215Q: 3 clusters Score -2.226376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172795 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -22263758.000000 Penalty: 6037.136719
	Iteration 216F: 3 clusters Score -2.226376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 110148 members 
Mstep: Class 3 contains 5137 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 8 contains 65959 members 
Mstep: Class 10 contains 24573 members 
Mstep: Class 11 contains 4078 members 
Mstep: Class 12 contains 8039 members 
Mstep: Class 13 contains 23079 members 
Mstep: Class 14 contains 47733 members 
Mstep: Class 15 contains 172795 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 316111 members 
Entering Unmasked Estep 
Score: -92662896.000000 Penalty: 50655.171875
Splitting cluster 15 changes total score from -92663224.000000 to -92662896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Entering Unmasked Estep 
Score: -239235.781250 Penalty: 1948.942871
	Iteration 0F: 2 clusters Score -239235.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -236550.546875 Penalty: 3897.885742
	Iteration 0F: 3 clusters Score -236550.5 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -238541.250000 Penalty: 3897.885742
	Iteration 1F: 3 clusters Score -238541.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -239949.062500 Penalty: 3897.885742
	Iteration 2F: 3 clusters Score -239949.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -241314.281250 Penalty: 3897.885742
	Iteration 3F: 3 clusters Score -241314.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -242814.531250 Penalty: 3897.885742
	Iteration 4F: 3 clusters Score -242814.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -243252.609375 Penalty: 3897.885742
	Iteration 5Q: 3 clusters Score -243252.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -243446.062500 Penalty: 3897.885742
	Iteration 6Q: 3 clusters Score -243446.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -243464.093750 Penalty: 3897.885742
	Iteration 7Q: 3 clusters Score -243464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -243475.093750 Penalty: 3897.885742
	Iteration 8Q: 3 clusters Score -243475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -243475.093750 Penalty: 3897.885742
	Iteration 9F: 3 clusters Score -243475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 110148 members 
Mstep: Class 3 contains 5137 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 8 contains 65959 members 
Mstep: Class 10 contains 24573 members 
Mstep: Class 11 contains 4078 members 
Mstep: Class 12 contains 8039 members 
Mstep: Class 13 contains 23079 members 
Mstep: Class 14 contains 47733 members 
Mstep: Class 15 contains 193232 members 
Mstep: Class 16 contains 1958 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 316111 members 
Entering Unmasked Estep 
Score: -92665536.000000 Penalty: 50655.171875
Splitting cluster 16 changes total score from -92663224.000000 to -92665536.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 17 (15945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Entering Unmasked Estep 
Score: -1718827.375000 Penalty: 2399.871338
	Iteration 0F: 2 clusters Score -1718827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1707456.750000 Penalty: 4799.742676
	Iteration 0F: 3 clusters Score -1707457 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1711072.750000 Penalty: 4799.742676
	Iteration 1F: 3 clusters Score -1711073 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1711519.375000 Penalty: 4799.742676
	Iteration 2F: 3 clusters Score -1711519 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1711898.750000 Penalty: 4799.742676
	Iteration 3F: 3 clusters Score -1711899 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1712238.875000 Penalty: 4799.742676
	Iteration 4Q: 3 clusters Score -1712239 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1712563.250000 Penalty: 4799.742676
	Iteration 5Q: 3 clusters Score -1712563 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1712926.625000 Penalty: 4799.742676
	Iteration 6Q: 3 clusters Score -1712927 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1713255.750000 Penalty: 4799.742676
	Iteration 7Q: 3 clusters Score -1713256 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1713597.625000 Penalty: 4799.742676
	Iteration 8Q: 3 clusters Score -1713598 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1713943.500000 Penalty: 4799.742676
	Iteration 9Q: 3 clusters Score -1713944 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1714258.250000 Penalty: 4799.742676
	Iteration 10Q: 3 clusters Score -1714258 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1714553.000000 Penalty: 4799.742676
	Iteration 11Q: 3 clusters Score -1714553 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1714837.000000 Penalty: 4799.742676
	Iteration 12Q: 3 clusters Score -1714837 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1715133.500000 Penalty: 4799.742676
	Iteration 13Q: 3 clusters Score -1715134 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1715431.500000 Penalty: 4799.742676
	Iteration 14Q: 3 clusters Score -1715432 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1715727.625000 Penalty: 4799.742676
	Iteration 15Q: 3 clusters Score -1715728 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1716062.375000 Penalty: 4799.742676
	Iteration 16Q: 3 clusters Score -1716062 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1716379.875000 Penalty: 4799.742676
	Iteration 17Q: 3 clusters Score -1716380 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1716647.500000 Penalty: 4799.742676
	Iteration 18Q: 3 clusters Score -1716648 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1716806.500000 Penalty: 4799.742676
	Iteration 19Q: 3 clusters Score -1716806 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1716926.875000 Penalty: 4799.742676
	Iteration 20F: 3 clusters Score -1716927 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1717011.625000 Penalty: 4799.742676
	Iteration 21Q: 3 clusters Score -1717012 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1717051.000000 Penalty: 4799.742676
	Iteration 22Q: 3 clusters Score -1717051 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1717077.750000 Penalty: 4799.742676
	Iteration 23Q: 3 clusters Score -1717078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1717090.875000 Penalty: 4799.742676
	Iteration 24Q: 3 clusters Score -1717091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1717103.125000 Penalty: 4799.742676
	Iteration 25Q: 3 clusters Score -1717103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1717108.375000 Penalty: 4799.742676
	Iteration 26Q: 3 clusters Score -1717108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1717117.875000 Penalty: 4799.742676
	Iteration 27Q: 3 clusters Score -1717118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1717118.000000 Penalty: 4799.742676
	Iteration 28Q: 3 clusters Score -1717118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1717120.000000 Penalty: 4799.742676
	Iteration 29Q: 3 clusters Score -1717120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1717125.625000 Penalty: 4799.742676
	Iteration 30Q: 3 clusters Score -1717126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1717129.125000 Penalty: 4799.742676
	Iteration 31Q: 3 clusters Score -1717129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1717129.000000 Penalty: 4799.742676
	Iteration 32Q: 3 clusters Score -1717129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1717131.625000 Penalty: 4799.742676
	Iteration 33Q: 3 clusters Score -1717132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1717134.875000 Penalty: 4799.742676
	Iteration 34Q: 3 clusters Score -1717135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1717138.500000 Penalty: 4799.742676
	Iteration 35Q: 3 clusters Score -1717138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1717136.375000 Penalty: 4799.742676
	Iteration 36Q: 3 clusters Score -1717136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1717136.375000 Penalty: 4799.742676
	Iteration 37F: 3 clusters Score -1717136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Entering Unmasked Estep 
Score: -155573.781250 Penalty: 1829.374023
	Iteration 0F: 2 clusters Score -155573.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -153239.500000 Penalty: 3658.748047
	Iteration 0F: 3 clusters Score -153239.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153878.421875 Penalty: 3658.748047
	Iteration 1F: 3 clusters Score -153878.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -154438.062500 Penalty: 3658.748047
	Iteration 2F: 3 clusters Score -154438.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -154764.890625 Penalty: 3658.748047
	Iteration 3F: 3 clusters Score -154764.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -154864.125000 Penalty: 3658.748047
	Iteration 4Q: 3 clusters Score -154864.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -154937.218750 Penalty: 3658.748047
	Iteration 5Q: 3 clusters Score -154937.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -154997.812500 Penalty: 3658.748047
	Iteration 6Q: 3 clusters Score -154997.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -155041.578125 Penalty: 3658.748047
	Iteration 7Q: 3 clusters Score -155041.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -155069.171875 Penalty: 3658.748047
	Iteration 8Q: 3 clusters Score -155069.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -155100.093750 Penalty: 3658.748047
	Iteration 9Q: 3 clusters Score -155100.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -155127.203125 Penalty: 3658.748047
	Iteration 10Q: 3 clusters Score -155127.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -155156.234375 Penalty: 3658.748047
	Iteration 11Q: 3 clusters Score -155156.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -155189.062500 Penalty: 3658.748047
	Iteration 12Q: 3 clusters Score -155189.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -155219.421875 Penalty: 3658.748047
	Iteration 13Q: 3 clusters Score -155219.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -155263.921875 Penalty: 3658.748047
	Iteration 14Q: 3 clusters Score -155263.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -155358.656250 Penalty: 3658.748047
	Iteration 15Q: 3 clusters Score -155358.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -155468.593750 Penalty: 3658.748047
	Iteration 16Q: 3 clusters Score -155468.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -155556.562500 Penalty: 3658.748047
	Iteration 17Q: 3 clusters Score -155556.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -155637.359375 Penalty: 3658.748047
	Iteration 18Q: 3 clusters Score -155637.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -155772.140625 Penalty: 3658.748047
	Iteration 19Q: 3 clusters Score -155772.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -155973.937500 Penalty: 3658.748047
	Iteration 20F: 3 clusters Score -155973.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -156352.921875 Penalty: 3658.748047
	Iteration 21F: 3 clusters Score -156352.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -156784.187500 Penalty: 3658.748047
	Iteration 22F: 3 clusters Score -156784.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -157528.578125 Penalty: 3658.748047
	Iteration 23F: 3 clusters Score -157528.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -158114.609375 Penalty: 3658.748047
	Iteration 24Q: 3 clusters Score -158114.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -158254.328125 Penalty: 3658.748047
	Iteration 25Q: 3 clusters Score -158254.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -158267.109375 Penalty: 3658.748047
	Iteration 26Q: 3 clusters Score -158267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -158276.359375 Penalty: 3658.748047
	Iteration 27F: 3 clusters Score -158276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -158304.171875 Penalty: 3658.748047
	Iteration 28Q: 3 clusters Score -158304.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -158304.171875 Penalty: 3658.748047
	Iteration 29F: 3 clusters Score -158304.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 110148 members 
Mstep: Class 3 contains 5137 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 8 contains 65959 members 
Mstep: Class 10 contains 24573 members 
Mstep: Class 11 contains 4078 members 
Mstep: Class 12 contains 8039 members 
Mstep: Class 13 contains 23079 members 
Mstep: Class 14 contains 47733 members 
Mstep: Class 15 contains 193232 members 
Mstep: Class 16 contains 1958 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 383 members 
Mstep: Class 19 contains 316111 members 
Entering Unmasked Estep 
Score: -92666696.000000 Penalty: 54032.183594
Splitting cluster 18 changes total score from -92663224.000000 to -92666696.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 19 (316111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316111 members 
Entering Unmasked Estep 
Score: -36246540.000000 Penalty: 3140.634521
	Iteration 0F: 2 clusters Score -3.624654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157706 members 
Mstep: Class 2 contains 158405 members 
Entering Unmasked Estep 
Score: -36057488.000000 Penalty: 6281.269043
	Iteration 0F: 3 clusters Score -3.605749e+07 nChanged 152902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148774 members 
Mstep: Class 2 contains 167337 members 
Entering Unmasked Estep 
Score: -36147712.000000 Penalty: 6281.269043
	Iteration 1F: 3 clusters Score -3.614771e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142950 members 
Mstep: Class 2 contains 173161 members 
Entering Unmasked Estep 
Score: -36149404.000000 Penalty: 6281.269043
	Iteration 2Q: 3 clusters Score -3.61494e+07 nChanged 10861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133613 members 
Mstep: Class 2 contains 182498 members 
Entering Unmasked Estep 
Score: -36152680.000000 Penalty: 6281.269043
	Iteration 3Q: 3 clusters Score -3.615268e+07 nChanged 14908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119317 members 
Mstep: Class 2 contains 196794 members 
Entering Unmasked Estep 
Score: -36159056.000000 Penalty: 6281.269043
	Iteration 4Q: 3 clusters Score -3.615906e+07 nChanged 21294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 217876 members 
Entering Unmasked Estep 
Score: -36171468.000000 Penalty: 6281.269043
	Iteration 5F: 3 clusters Score -3.617147e+07 nChanged 27923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 245761 members 
Entering Unmasked Estep 
Score: -36193944.000000 Penalty: 6281.269043
	Iteration 6F: 3 clusters Score -3.619394e+07 nChanged 30101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 275862 members 
Entering Unmasked Estep 
Score: -36222344.000000 Penalty: 6281.269043
	Iteration 7F: 3 clusters Score -3.622234e+07 nChanged 23275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 299137 members 
Entering Unmasked Estep 
Score: -36241492.000000 Penalty: 6281.269043
	Iteration 8F: 3 clusters Score -3.624149e+07 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 310935 members 
Entering Unmasked Estep 
Score: -36243960.000000 Penalty: 6281.269043
	Iteration 9Q: 3 clusters Score -3.624396e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 314701 members 
Entering Unmasked Estep 
Score: -36243776.000000 Penalty: 6281.269043
	Iteration 10Q: 3 clusters Score -3.624378e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 315645 members 
Entering Unmasked Estep 
Score: -36243832.000000 Penalty: 6281.269043
	Iteration 11Q: 3 clusters Score -3.624383e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 315860 members 
Entering Unmasked Estep 
Score: -36243896.000000 Penalty: 6281.269043
	Iteration 12Q: 3 clusters Score -3.62439e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 315911 members 
Entering Unmasked Estep 
Score: -36243920.000000 Penalty: 6281.269043
	Iteration 13Q: 3 clusters Score -3.624392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 315921 members 
Entering Unmasked Estep 
Score: -36243948.000000 Penalty: 6281.269043
	Iteration 14Q: 3 clusters Score -3.624395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 315919 members 
Entering Unmasked Estep 
Score: -36243992.000000 Penalty: 6281.269043
	Iteration 15Q: 3 clusters Score -3.624399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 315921 members 
Entering Unmasked Estep 
Score: -36243984.000000 Penalty: 6281.269043
	Iteration 16Q: 3 clusters Score -3.624398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 315927 members 
Entering Unmasked Estep 
Score: -36243992.000000 Penalty: 6281.269043
	Iteration 17Q: 3 clusters Score -3.624399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 315925 members 
Entering Unmasked Estep 
Score: -36244012.000000 Penalty: 6281.269043
	Iteration 18Q: 3 clusters Score -3.624401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 315922 members 
Entering Unmasked Estep 
Score: -36244012.000000 Penalty: 6281.269043
	Iteration 19Q: 3 clusters Score -3.624401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 315921 members 
Entering Unmasked Estep 
Score: -36244020.000000 Penalty: 6281.269043
	Iteration 20F: 3 clusters Score -3.624402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 2 contains 110148 members 
Mstep: Class 3 contains 5137 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 8 contains 65959 members 
Mstep: Class 10 contains 24573 members 
Mstep: Class 11 contains 4078 members 
Mstep: Class 12 contains 8039 members 
Mstep: Class 13 contains 23079 members 
Mstep: Class 14 contains 47733 members 
Mstep: Class 15 contains 193232 members 
Mstep: Class 16 contains 1958 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 383 members 
Mstep: Class 19 contains 316111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92666840.000000 Penalty: 54032.183594
Iteration 39Q: 17 clusters Score -9.266684e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 110405 members 
Mstep: Class 3 contains 5126 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 8 contains 65981 members 
Mstep: Class 10 contains 24917 members 
Mstep: Class 11 contains 4069 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 23209 members 
Mstep: Class 14 contains 47273 members 
Mstep: Class 15 contains 192768 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15948 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 316307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92666912.000000 Penalty: 54032.183594
Iteration 40F: 17 clusters Score -9.266691e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 110651 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 1503 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 8 contains 65997 members 
Mstep: Class 10 contains 25213 members 
Mstep: Class 11 contains 4054 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 23329 members 
Mstep: Class 14 contains 46852 members 
Mstep: Class 15 contains 192251 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 406 members 
Mstep: Class 19 contains 316534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667184.000000 Penalty: 54032.183594
Iteration 41Q: 17 clusters Score -9.266718e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 110877 members 
Mstep: Class 3 contains 5114 members 
Mstep: Class 4 contains 1696 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 8 contains 65988 members 
Mstep: Class 10 contains 25471 members 
Mstep: Class 11 contains 4037 members 
Mstep: Class 12 contains 7984 members 
Mstep: Class 13 contains 23426 members 
Mstep: Class 14 contains 46496 members 
Mstep: Class 15 contains 191724 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 316751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667184.000000 Penalty: 54032.183594
Iteration 42Q: 17 clusters Score -9.266718e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 111106 members 
Mstep: Class 3 contains 5115 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 8 contains 65965 members 
Mstep: Class 10 contains 25674 members 
Mstep: Class 11 contains 4028 members 
Mstep: Class 12 contains 7949 members 
Mstep: Class 13 contains 23546 members 
Mstep: Class 14 contains 46184 members 
Mstep: Class 15 contains 191278 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15584 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 316870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667344.000000 Penalty: 54032.183594
Iteration 43Q: 17 clusters Score -9.266734e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 111325 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 6 contains 686 members 
Mstep: Class 8 contains 65939 members 
Mstep: Class 10 contains 25848 members 
Mstep: Class 11 contains 4018 members 
Mstep: Class 12 contains 7924 members 
Mstep: Class 13 contains 23660 members 
Mstep: Class 14 contains 45904 members 
Mstep: Class 15 contains 190842 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15580 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 317018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667480.000000 Penalty: 54032.183594
Iteration 44Q: 17 clusters Score -9.266748e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 111515 members 
Mstep: Class 3 contains 5109 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 8 contains 65918 members 
Mstep: Class 10 contains 26012 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 7902 members 
Mstep: Class 13 contains 23747 members 
Mstep: Class 14 contains 45592 members 
Mstep: Class 15 contains 190456 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15579 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 317229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667544.000000 Penalty: 54032.183594
Iteration 45Q: 17 clusters Score -9.266754e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 111711 members 
Mstep: Class 3 contains 5106 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 8 contains 65898 members 
Mstep: Class 10 contains 26175 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 7878 members 
Mstep: Class 13 contains 23831 members 
Mstep: Class 14 contains 45334 members 
Mstep: Class 15 contains 190090 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15572 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 317398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667136.000000 Penalty: 54032.183594
Iteration 46Q: 17 clusters Score -9.266714e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 111924 members 
Mstep: Class 3 contains 5103 members 
Mstep: Class 4 contains 2097 members 
Mstep: Class 6 contains 727 members 
Mstep: Class 8 contains 65889 members 
Mstep: Class 10 contains 26334 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 23908 members 
Mstep: Class 14 contains 45100 members 
Mstep: Class 15 contains 189766 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15590 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 317480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92666984.000000 Penalty: 54032.183594
Iteration 47Q: 17 clusters Score -9.266698e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 112111 members 
Mstep: Class 3 contains 5104 members 
Mstep: Class 4 contains 2115 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 8 contains 65878 members 
Mstep: Class 10 contains 26468 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 23971 members 
Mstep: Class 14 contains 44899 members 
Mstep: Class 15 contains 189452 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15613 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 317573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667072.000000 Penalty: 54032.183594
Iteration 48Q: 17 clusters Score -9.266707e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 112301 members 
Mstep: Class 3 contains 5104 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 8 contains 65884 members 
Mstep: Class 10 contains 26596 members 
Mstep: Class 11 contains 4011 members 
Mstep: Class 12 contains 7850 members 
Mstep: Class 13 contains 24032 members 
Mstep: Class 14 contains 44736 members 
Mstep: Class 15 contains 189161 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15611 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 317631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667264.000000 Penalty: 54032.183594
Iteration 49Q: 17 clusters Score -9.266726e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 112476 members 
Mstep: Class 3 contains 5103 members 
Mstep: Class 4 contains 2155 members 
Mstep: Class 6 contains 741 members 
Mstep: Class 8 contains 65896 members 
Mstep: Class 10 contains 26728 members 
Mstep: Class 11 contains 4009 members 
Mstep: Class 12 contains 7839 members 
Mstep: Class 13 contains 24074 members 
Mstep: Class 14 contains 44608 members 
Mstep: Class 15 contains 188884 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15612 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 317667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667232.000000 Penalty: 54032.183594
Iteration 50Q: 17 clusters Score -9.266723e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 112667 members 
Mstep: Class 3 contains 5101 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 6 contains 743 members 
Mstep: Class 8 contains 65894 members 
Mstep: Class 10 contains 26848 members 
Mstep: Class 11 contains 4009 members 
Mstep: Class 12 contains 7823 members 
Mstep: Class 13 contains 24121 members 
Mstep: Class 14 contains 44475 members 
Mstep: Class 15 contains 188623 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 317712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667224.000000 Penalty: 54032.183594
Iteration 51Q: 17 clusters Score -9.266722e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 112832 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 2179 members 
Mstep: Class 6 contains 744 members 
Mstep: Class 8 contains 65898 members 
Mstep: Class 10 contains 26981 members 
Mstep: Class 11 contains 4009 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 24158 members 
Mstep: Class 14 contains 44340 members 
Mstep: Class 15 contains 188355 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15601 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 317783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667232.000000 Penalty: 54032.183594
Iteration 52Q: 17 clusters Score -9.266723e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 112993 members 
Mstep: Class 3 contains 5094 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 6 contains 744 members 
Mstep: Class 8 contains 65901 members 
Mstep: Class 10 contains 27087 members 
Mstep: Class 11 contains 4011 members 
Mstep: Class 12 contains 7807 members 
Mstep: Class 13 contains 24192 members 
Mstep: Class 14 contains 44220 members 
Mstep: Class 15 contains 188132 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15605 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 317821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667144.000000 Penalty: 54032.183594
Iteration 53Q: 17 clusters Score -9.266714e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 113136 members 
Mstep: Class 3 contains 5092 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 6 contains 744 members 
Mstep: Class 8 contains 65897 members 
Mstep: Class 10 contains 27179 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 7799 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 44105 members 
Mstep: Class 15 contains 187901 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15615 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 317905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667120.000000 Penalty: 54032.183594
Iteration 54Q: 17 clusters Score -9.266712e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 113260 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 6 contains 744 members 
Mstep: Class 8 contains 65896 members 
Mstep: Class 10 contains 27256 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 24247 members 
Mstep: Class 14 contains 44005 members 
Mstep: Class 15 contains 187683 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 317984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667040.000000 Penalty: 54032.183594
Iteration 55Q: 17 clusters Score -9.266704e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 113371 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 6 contains 744 members 
Mstep: Class 8 contains 65899 members 
Mstep: Class 10 contains 27333 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 7791 members 
Mstep: Class 13 contains 24275 members 
Mstep: Class 14 contains 43921 members 
Mstep: Class 15 contains 187488 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15634 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667224.000000 Penalty: 54032.183594
Iteration 56Q: 17 clusters Score -9.266722e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 113488 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 6 contains 744 members 
Mstep: Class 8 contains 65896 members 
Mstep: Class 10 contains 27388 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 7793 members 
Mstep: Class 13 contains 24295 members 
Mstep: Class 14 contains 43860 members 
Mstep: Class 15 contains 187311 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15635 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667160.000000 Penalty: 54032.183594
Iteration 57Q: 17 clusters Score -9.266716e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 113587 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 2198 members 
Mstep: Class 6 contains 746 members 
Mstep: Class 8 contains 65897 members 
Mstep: Class 10 contains 27462 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 7791 members 
Mstep: Class 13 contains 24312 members 
Mstep: Class 14 contains 43816 members 
Mstep: Class 15 contains 187124 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667296.000000 Penalty: 54032.183594
Iteration 58Q: 17 clusters Score -9.26673e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 113695 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 747 members 
Mstep: Class 8 contains 65905 members 
Mstep: Class 10 contains 27538 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 7789 members 
Mstep: Class 13 contains 24332 members 
Mstep: Class 14 contains 43780 members 
Mstep: Class 15 contains 186916 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15640 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667384.000000 Penalty: 54032.183594
Iteration 59Q: 17 clusters Score -9.266738e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 113793 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 749 members 
Mstep: Class 8 contains 65903 members 
Mstep: Class 10 contains 27595 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 7791 members 
Mstep: Class 13 contains 24342 members 
Mstep: Class 14 contains 43744 members 
Mstep: Class 15 contains 186709 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667416.000000 Penalty: 54032.183594
Iteration 60F: 17 clusters Score -9.266742e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 113866 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 751 members 
Mstep: Class 8 contains 65897 members 
Mstep: Class 10 contains 27650 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 24354 members 
Mstep: Class 14 contains 43719 members 
Mstep: Class 15 contains 186542 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15650 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667512.000000 Penalty: 54032.183594
Iteration 61Q: 17 clusters Score -9.266751e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 113927 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 754 members 
Mstep: Class 8 contains 65888 members 
Mstep: Class 10 contains 27702 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 24362 members 
Mstep: Class 14 contains 43695 members 
Mstep: Class 15 contains 186419 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15655 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667584.000000 Penalty: 54032.183594
Iteration 62Q: 17 clusters Score -9.266758e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114005 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 756 members 
Mstep: Class 8 contains 65892 members 
Mstep: Class 10 contains 27749 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 7793 members 
Mstep: Class 13 contains 24370 members 
Mstep: Class 14 contains 43672 members 
Mstep: Class 15 contains 186297 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15655 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667520.000000 Penalty: 54032.183594
Iteration 63Q: 17 clusters Score -9.266752e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114057 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 759 members 
Mstep: Class 8 contains 65893 members 
Mstep: Class 10 contains 27783 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 7798 members 
Mstep: Class 13 contains 24377 members 
Mstep: Class 14 contains 43655 members 
Mstep: Class 15 contains 186178 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15656 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667648.000000 Penalty: 54032.183594
Iteration 64Q: 17 clusters Score -9.266765e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114104 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 8 contains 65893 members 
Mstep: Class 10 contains 27819 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 7797 members 
Mstep: Class 13 contains 24384 members 
Mstep: Class 14 contains 43637 members 
Mstep: Class 15 contains 186064 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15657 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667776.000000 Penalty: 54032.183594
Iteration 65Q: 17 clusters Score -9.266778e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114162 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 764 members 
Mstep: Class 8 contains 65896 members 
Mstep: Class 10 contains 27852 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 7799 members 
Mstep: Class 13 contains 24384 members 
Mstep: Class 14 contains 43622 members 
Mstep: Class 15 contains 185928 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15657 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667864.000000 Penalty: 54032.183594
Iteration 66Q: 17 clusters Score -9.266786e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114221 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 767 members 
Mstep: Class 8 contains 65897 members 
Mstep: Class 10 contains 27875 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 7799 members 
Mstep: Class 13 contains 24389 members 
Mstep: Class 14 contains 43611 members 
Mstep: Class 15 contains 185808 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667824.000000 Penalty: 54032.183594
Iteration 67Q: 17 clusters Score -9.266782e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114278 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 771 members 
Mstep: Class 8 contains 65898 members 
Mstep: Class 10 contains 27904 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 7798 members 
Mstep: Class 13 contains 24388 members 
Mstep: Class 14 contains 43597 members 
Mstep: Class 15 contains 185683 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15659 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667888.000000 Penalty: 54032.183594
Iteration 68Q: 17 clusters Score -9.266789e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114328 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 771 members 
Mstep: Class 8 contains 65895 members 
Mstep: Class 10 contains 27935 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 7797 members 
Mstep: Class 13 contains 24388 members 
Mstep: Class 14 contains 43585 members 
Mstep: Class 15 contains 185567 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15661 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667760.000000 Penalty: 54032.183594
Iteration 69Q: 17 clusters Score -9.266776e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114367 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 8 contains 65892 members 
Mstep: Class 10 contains 27957 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 24391 members 
Mstep: Class 14 contains 43578 members 
Mstep: Class 15 contains 185479 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15662 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667704.000000 Penalty: 54032.183594
Iteration 70Q: 17 clusters Score -9.26677e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114396 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 8 contains 65889 members 
Mstep: Class 10 contains 27972 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 24395 members 
Mstep: Class 14 contains 43568 members 
Mstep: Class 15 contains 185403 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15663 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667648.000000 Penalty: 54032.183594
Iteration 71Q: 17 clusters Score -9.266765e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114432 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 777 members 
Mstep: Class 8 contains 65891 members 
Mstep: Class 10 contains 27991 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 24401 members 
Mstep: Class 14 contains 43561 members 
Mstep: Class 15 contains 185321 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15664 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667720.000000 Penalty: 54032.183594
Iteration 72Q: 17 clusters Score -9.266772e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114472 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 8 contains 65880 members 
Mstep: Class 10 contains 28015 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 24409 members 
Mstep: Class 14 contains 43549 members 
Mstep: Class 15 contains 185243 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15667 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667696.000000 Penalty: 54032.183594
Iteration 73Q: 17 clusters Score -9.26677e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114493 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 8 contains 65880 members 
Mstep: Class 10 contains 28036 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 24415 members 
Mstep: Class 14 contains 43540 members 
Mstep: Class 15 contains 185178 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15668 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667680.000000 Penalty: 54032.183594
Iteration 74Q: 17 clusters Score -9.266768e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114521 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 8 contains 65879 members 
Mstep: Class 10 contains 28060 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 24419 members 
Mstep: Class 14 contains 43524 members 
Mstep: Class 15 contains 185107 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15668 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667544.000000 Penalty: 54032.183594
Iteration 75Q: 17 clusters Score -9.266754e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114536 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 8 contains 65881 members 
Mstep: Class 10 contains 28077 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 24428 members 
Mstep: Class 14 contains 43509 members 
Mstep: Class 15 contains 185048 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667576.000000 Penalty: 54032.183594
Iteration 76Q: 17 clusters Score -9.266758e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114551 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 8 contains 65884 members 
Mstep: Class 10 contains 28088 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 24435 members 
Mstep: Class 14 contains 43491 members 
Mstep: Class 15 contains 184993 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667480.000000 Penalty: 54032.183594
Iteration 77Q: 17 clusters Score -9.266748e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114564 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 8 contains 65885 members 
Mstep: Class 10 contains 28102 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 24438 members 
Mstep: Class 14 contains 43477 members 
Mstep: Class 15 contains 184964 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667608.000000 Penalty: 54032.183594
Iteration 78Q: 17 clusters Score -9.266761e+07 nChanged 105
Entering ConstructFrom: 
Score: -92667608.000000 Penalty: 54032.183594
Entering ConstructFrom: 
Trying to split cluster 1 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -61831.011719 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -61831.01 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 317 members 
Entering Unmasked Estep 
Score: -60396.820312 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -60396.82 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60852.535156 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -60852.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61075.773438 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -61075.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61307.167969 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -61307.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61509.175781 Penalty: 3223.147949
	Iteration 4F: 3 clusters Score -61509.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61608.199219 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -61608.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61643.964844 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -61643.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61661.664062 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -61661.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61664.699219 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -61664.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61664.699219 Penalty: 3223.147949
	Iteration 9F: 3 clusters Score -61664.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (114574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114574 members 
Entering Unmasked Estep 
Score: -13383677.000000 Penalty: 2888.946045
	Iteration 0F: 2 clusters Score -1.338368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -13306809.000000 Penalty: 5777.892090
	Iteration 0F: 3 clusters Score -1.330681e+07 nChanged 54321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -13338715.000000 Penalty: 5777.892090
	Iteration 1F: 3 clusters Score -1.333872e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -13340525.000000 Penalty: 5777.892090
	Iteration 2Q: 3 clusters Score -1.334052e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -13343393.000000 Penalty: 5777.892090
	Iteration 3F: 3 clusters Score -1.334339e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -13347733.000000 Penalty: 5777.892090
	Iteration 4F: 3 clusters Score -1.334773e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 83517 members 
Entering Unmasked Estep 
Score: -13354439.000000 Penalty: 5777.892090
	Iteration 5F: 3 clusters Score -1.335444e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -13362461.000000 Penalty: 5777.892090
	Iteration 6F: 3 clusters Score -1.336246e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -13369613.000000 Penalty: 5777.892090
	Iteration 7F: 3 clusters Score -1.336961e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 103842 members 
Entering Unmasked Estep 
Score: -13374483.000000 Penalty: 5777.892090
	Iteration 8Q: 3 clusters Score -1.337448e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 106653 members 
Entering Unmasked Estep 
Score: -13377201.000000 Penalty: 5777.892090
	Iteration 9Q: 3 clusters Score -1.33772e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 108260 members 
Entering Unmasked Estep 
Score: -13378701.000000 Penalty: 5777.892090
	Iteration 10Q: 3 clusters Score -1.33787e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 109311 members 
Entering Unmasked Estep 
Score: -13379440.000000 Penalty: 5777.892090
	Iteration 11Q: 3 clusters Score -1.337944e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 110073 members 
Entering Unmasked Estep 
Score: -13379996.000000 Penalty: 5777.892090
	Iteration 12Q: 3 clusters Score -1.338e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -13380290.000000 Penalty: 5777.892090
	Iteration 13Q: 3 clusters Score -1.338029e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 111111 members 
Entering Unmasked Estep 
Score: -13380488.000000 Penalty: 5777.892090
	Iteration 14Q: 3 clusters Score -1.338049e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 111505 members 
Entering Unmasked Estep 
Score: -13380702.000000 Penalty: 5777.892090
	Iteration 15Q: 3 clusters Score -1.33807e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 111776 members 
Entering Unmasked Estep 
Score: -13380816.000000 Penalty: 5777.892090
	Iteration 16Q: 3 clusters Score -1.338082e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 111999 members 
Entering Unmasked Estep 
Score: -13380876.000000 Penalty: 5777.892090
	Iteration 17Q: 3 clusters Score -1.338088e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 112172 members 
Entering Unmasked Estep 
Score: -13380999.000000 Penalty: 5777.892090
	Iteration 18Q: 3 clusters Score -1.3381e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 112298 members 
Entering Unmasked Estep 
Score: -13381039.000000 Penalty: 5777.892090
	Iteration 19Q: 3 clusters Score -1.338104e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 112416 members 
Entering Unmasked Estep 
Score: -13381097.000000 Penalty: 5777.892090
	Iteration 20F: 3 clusters Score -1.33811e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 112519 members 
Entering Unmasked Estep 
Score: -13381149.000000 Penalty: 5777.892090
	Iteration 21Q: 3 clusters Score -1.338115e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 112603 members 
Entering Unmasked Estep 
Score: -13381208.000000 Penalty: 5777.892090
	Iteration 22Q: 3 clusters Score -1.338121e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 112680 members 
Entering Unmasked Estep 
Score: -13381236.000000 Penalty: 5777.892090
	Iteration 23Q: 3 clusters Score -1.338124e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 112746 members 
Entering Unmasked Estep 
Score: -13381246.000000 Penalty: 5777.892090
	Iteration 24Q: 3 clusters Score -1.338125e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 112802 members 
Entering Unmasked Estep 
Score: -13381260.000000 Penalty: 5777.892090
	Iteration 25Q: 3 clusters Score -1.338126e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 112861 members 
Entering Unmasked Estep 
Score: -13381286.000000 Penalty: 5777.892090
	Iteration 26Q: 3 clusters Score -1.338129e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 112906 members 
Entering Unmasked Estep 
Score: -13381316.000000 Penalty: 5777.892090
	Iteration 27Q: 3 clusters Score -1.338132e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 112958 members 
Entering Unmasked Estep 
Score: -13381333.000000 Penalty: 5777.892090
	Iteration 28Q: 3 clusters Score -1.338133e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 113001 members 
Entering Unmasked Estep 
Score: -13381338.000000 Penalty: 5777.892090
	Iteration 29Q: 3 clusters Score -1.338134e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 113033 members 
Entering Unmasked Estep 
Score: -13381355.000000 Penalty: 5777.892090
	Iteration 30Q: 3 clusters Score -1.338136e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 113065 members 
Entering Unmasked Estep 
Score: -13381372.000000 Penalty: 5777.892090
	Iteration 31Q: 3 clusters Score -1.338137e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 113084 members 
Entering Unmasked Estep 
Score: -13381389.000000 Penalty: 5777.892090
	Iteration 32Q: 3 clusters Score -1.338139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 113104 members 
Entering Unmasked Estep 
Score: -13381394.000000 Penalty: 5777.892090
	Iteration 33Q: 3 clusters Score -1.338139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 113120 members 
Entering Unmasked Estep 
Score: -13381394.000000 Penalty: 5777.892090
	Iteration 34Q: 3 clusters Score -1.338139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 113130 members 
Entering Unmasked Estep 
Score: -13381391.000000 Penalty: 5777.892090
	Iteration 35Q: 3 clusters Score -1.338139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 113139 members 
Entering Unmasked Estep 
Score: -13381403.000000 Penalty: 5777.892090
	Iteration 36Q: 3 clusters Score -1.33814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 113149 members 
Entering Unmasked Estep 
Score: -13381402.000000 Penalty: 5777.892090
	Iteration 37Q: 3 clusters Score -1.33814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 113156 members 
Entering Unmasked Estep 
Score: -13381404.000000 Penalty: 5777.892090
	Iteration 38Q: 3 clusters Score -1.33814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 113166 members 
Entering Unmasked Estep 
Score: -13381404.000000 Penalty: 5777.892090
	Iteration 39Q: 3 clusters Score -1.33814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 113174 members 
Entering Unmasked Estep 
Score: -13381417.000000 Penalty: 5777.892090
	Iteration 40F: 3 clusters Score -1.338142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 113181 members 
Entering Unmasked Estep 
Score: -13381411.000000 Penalty: 5777.892090
	Iteration 41Q: 3 clusters Score -1.338141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 113187 members 
Entering Unmasked Estep 
Score: -13381414.000000 Penalty: 5777.892090
	Iteration 42Q: 3 clusters Score -1.338141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 113197 members 
Entering Unmasked Estep 
Score: -13381421.000000 Penalty: 5777.892090
	Iteration 43Q: 3 clusters Score -1.338142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 113206 members 
Entering Unmasked Estep 
Score: -13381425.000000 Penalty: 5777.892090
	Iteration 44Q: 3 clusters Score -1.338142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 113209 members 
Entering Unmasked Estep 
Score: -13381421.000000 Penalty: 5777.892090
	Iteration 45Q: 3 clusters Score -1.338142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 113211 members 
Entering Unmasked Estep 
Score: -13381418.000000 Penalty: 5777.892090
	Iteration 46Q: 3 clusters Score -1.338142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 113214 members 
Entering Unmasked Estep 
Score: -13381427.000000 Penalty: 5777.892090
	Iteration 47Q: 3 clusters Score -1.338143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 113215 members 
Entering Unmasked Estep 
Score: -13381425.000000 Penalty: 5777.892090
	Iteration 48Q: 3 clusters Score -1.338142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 113216 members 
Entering Unmasked Estep 
Score: -13381430.000000 Penalty: 5777.892090
	Iteration 49Q: 3 clusters Score -1.338143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 113219 members 
Entering Unmasked Estep 
Score: -13381433.000000 Penalty: 5777.892090
	Iteration 50Q: 3 clusters Score -1.338143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -13381429.000000 Penalty: 5777.892090
	Iteration 51Q: 3 clusters Score -1.338143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 113229 members 
Entering Unmasked Estep 
Score: -13381436.000000 Penalty: 5777.892090
	Iteration 52Q: 3 clusters Score -1.338144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 113234 members 
Entering Unmasked Estep 
Score: -13381437.000000 Penalty: 5777.892090
	Iteration 53Q: 3 clusters Score -1.338144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 113239 members 
Entering Unmasked Estep 
Score: -13381419.000000 Penalty: 5777.892090
	Iteration 54Q: 3 clusters Score -1.338142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 113240 members 
Entering Unmasked Estep 
Score: -13381428.000000 Penalty: 5777.892090
	Iteration 55Q: 3 clusters Score -1.338143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 113243 members 
Entering Unmasked Estep 
Score: -13381434.000000 Penalty: 5777.892090
	Iteration 56Q: 3 clusters Score -1.338143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 113248 members 
Entering Unmasked Estep 
Score: -13381427.000000 Penalty: 5777.892090
	Iteration 57Q: 3 clusters Score -1.338143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 113252 members 
Entering Unmasked Estep 
Score: -13381421.000000 Penalty: 5777.892090
	Iteration 58Q: 3 clusters Score -1.338142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 113251 members 
Entering Unmasked Estep 
Score: -13381422.000000 Penalty: 5777.892090
	Iteration 59Q: 3 clusters Score -1.338142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 113251 members 
Entering Unmasked Estep 
Score: -13381422.000000 Penalty: 5777.892090
	Iteration 60F: 3 clusters Score -1.338142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Entering Unmasked Estep 
Score: -577566.750000 Penalty: 2116.639404
	Iteration 0F: 2 clusters Score -577566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -573008.812500 Penalty: 4233.278809
	Iteration 0F: 3 clusters Score -573008.8 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -574646.812500 Penalty: 4233.278809
	Iteration 1F: 3 clusters Score -574646.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -575641.125000 Penalty: 4233.278809
	Iteration 2F: 3 clusters Score -575641.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -576275.437500 Penalty: 4233.278809
	Iteration 3F: 3 clusters Score -576275.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -576810.687500 Penalty: 4233.278809
	Iteration 4F: 3 clusters Score -576810.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -577272.750000 Penalty: 4233.278809
	Iteration 5F: 3 clusters Score -577272.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -577556.750000 Penalty: 4233.278809
	Iteration 6Q: 3 clusters Score -577556.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -577753.250000 Penalty: 4233.278809
	Iteration 7Q: 3 clusters Score -577753.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -577915.375000 Penalty: 4233.278809
	Iteration 8Q: 3 clusters Score -577915.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -578025.000000 Penalty: 4233.278809
	Iteration 9Q: 3 clusters Score -578025 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -578111.312500 Penalty: 4233.278809
	Iteration 10Q: 3 clusters Score -578111.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -578184.625000 Penalty: 4233.278809
	Iteration 11Q: 3 clusters Score -578184.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -578248.375000 Penalty: 4233.278809
	Iteration 12Q: 3 clusters Score -578248.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -578325.062500 Penalty: 4233.278809
	Iteration 13Q: 3 clusters Score -578325.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -578429.125000 Penalty: 4233.278809
	Iteration 14Q: 3 clusters Score -578429.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -578558.562500 Penalty: 4233.278809
	Iteration 15Q: 3 clusters Score -578558.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -578690.875000 Penalty: 4233.278809
	Iteration 16Q: 3 clusters Score -578690.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -578837.000000 Penalty: 4233.278809
	Iteration 17Q: 3 clusters Score -578837 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -578942.687500 Penalty: 4233.278809
	Iteration 18Q: 3 clusters Score -578942.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -579038.312500 Penalty: 4233.278809
	Iteration 19Q: 3 clusters Score -579038.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -579155.812500 Penalty: 4233.278809
	Iteration 20F: 3 clusters Score -579155.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -579208.375000 Penalty: 4233.278809
	Iteration 21Q: 3 clusters Score -579208.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -579228.625000 Penalty: 4233.278809
	Iteration 22Q: 3 clusters Score -579228.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -579248.125000 Penalty: 4233.278809
	Iteration 23Q: 3 clusters Score -579248.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -579252.562500 Penalty: 4233.278809
	Iteration 24Q: 3 clusters Score -579252.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -579260.250000 Penalty: 4233.278809
	Iteration 25Q: 3 clusters Score -579260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -579263.750000 Penalty: 4233.278809
	Iteration 26Q: 3 clusters Score -579263.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -579265.375000 Penalty: 4233.278809
	Iteration 27Q: 3 clusters Score -579265.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -579266.312500 Penalty: 4233.278809
	Iteration 28Q: 3 clusters Score -579266.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -579266.312500 Penalty: 4233.278809
	Iteration 29F: 3 clusters Score -579266.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114574 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 8 contains 65883 members 
Mstep: Class 10 contains 28117 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 24442 members 
Mstep: Class 14 contains 43468 members 
Mstep: Class 15 contains 184937 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318820 members 
Entering Unmasked Estep 
Score: -92668072.000000 Penalty: 57409.195312
Splitting cluster 3 changes total score from -92667608.000000 to -92668072.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -222273.468750 Penalty: 1908.547974
	Iteration 0F: 2 clusters Score -222273.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -219537.718750 Penalty: 3817.095947
	Iteration 0F: 3 clusters Score -219537.7 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -220155.859375 Penalty: 3817.095947
	Iteration 1F: 3 clusters Score -220155.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -220334.031250 Penalty: 3817.095947
	Iteration 2F: 3 clusters Score -220334 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -220469.421875 Penalty: 3817.095947
	Iteration 3F: 3 clusters Score -220469.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -220581.609375 Penalty: 3817.095947
	Iteration 4Q: 3 clusters Score -220581.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -220706.718750 Penalty: 3817.095947
	Iteration 5Q: 3 clusters Score -220706.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -220831.578125 Penalty: 3817.095947
	Iteration 6Q: 3 clusters Score -220831.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -220924.734375 Penalty: 3817.095947
	Iteration 7Q: 3 clusters Score -220924.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -221019.328125 Penalty: 3817.095947
	Iteration 8Q: 3 clusters Score -221019.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -221085.968750 Penalty: 3817.095947
	Iteration 9Q: 3 clusters Score -221086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -221140.093750 Penalty: 3817.095947
	Iteration 10Q: 3 clusters Score -221140.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -221188.468750 Penalty: 3817.095947
	Iteration 11Q: 3 clusters Score -221188.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -221229.812500 Penalty: 3817.095947
	Iteration 12Q: 3 clusters Score -221229.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -221257.609375 Penalty: 3817.095947
	Iteration 13Q: 3 clusters Score -221257.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -221279.140625 Penalty: 3817.095947
	Iteration 14Q: 3 clusters Score -221279.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -221307.359375 Penalty: 3817.095947
	Iteration 15Q: 3 clusters Score -221307.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -221347.078125 Penalty: 3817.095947
	Iteration 16Q: 3 clusters Score -221347.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -221367.109375 Penalty: 3817.095947
	Iteration 17Q: 3 clusters Score -221367.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -221394.765625 Penalty: 3817.095947
	Iteration 18Q: 3 clusters Score -221394.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -221418.312500 Penalty: 3817.095947
	Iteration 19Q: 3 clusters Score -221418.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -221435.875000 Penalty: 3817.095947
	Iteration 20F: 3 clusters Score -221435.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -221451.515625 Penalty: 3817.095947
	Iteration 21Q: 3 clusters Score -221451.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -221470.218750 Penalty: 3817.095947
	Iteration 22Q: 3 clusters Score -221470.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -221488.734375 Penalty: 3817.095947
	Iteration 23Q: 3 clusters Score -221488.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -221501.484375 Penalty: 3817.095947
	Iteration 24Q: 3 clusters Score -221501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -221509.265625 Penalty: 3817.095947
	Iteration 25Q: 3 clusters Score -221509.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -221511.312500 Penalty: 3817.095947
	Iteration 26Q: 3 clusters Score -221511.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -221520.984375 Penalty: 3817.095947
	Iteration 27Q: 3 clusters Score -221521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -221534.843750 Penalty: 3817.095947
	Iteration 28Q: 3 clusters Score -221534.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -221540.187500 Penalty: 3817.095947
	Iteration 29Q: 3 clusters Score -221540.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -221545.703125 Penalty: 3817.095947
	Iteration 30Q: 3 clusters Score -221545.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -221552.578125 Penalty: 3817.095947
	Iteration 31Q: 3 clusters Score -221552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -221556.312500 Penalty: 3817.095947
	Iteration 32Q: 3 clusters Score -221556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -221559.796875 Penalty: 3817.095947
	Iteration 33Q: 3 clusters Score -221559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -221566.906250 Penalty: 3817.095947
	Iteration 34Q: 3 clusters Score -221566.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -221570.734375 Penalty: 3817.095947
	Iteration 35Q: 3 clusters Score -221570.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -221570.781250 Penalty: 3817.095947
	Iteration 36Q: 3 clusters Score -221570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -221570.781250 Penalty: 3817.095947
	Iteration 37F: 3 clusters Score -221570.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -85672.968750 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -85672.97 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 387 members 
Entering Unmasked Estep 
Score: -83874.164062 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -83874.16 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84087.843750 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -84087.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84169.515625 Penalty: 3303.645264
	Iteration 2F: 3 clusters Score -84169.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84210.625000 Penalty: 3303.645264
	Iteration 3Q: 3 clusters Score -84210.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84232.179688 Penalty: 3303.645264
	Iteration 4Q: 3 clusters Score -84232.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84248.109375 Penalty: 3303.645264
	Iteration 5Q: 3 clusters Score -84248.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84260.429688 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -84260.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84261.937500 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -84261.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84262.867188 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -84262.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -84263.187500 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -84263.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -84263.187500 Penalty: 3303.645264
	Iteration 10F: 3 clusters Score -84263.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Entering Unmasked Estep 
Score: -7641734.500000 Penalty: 2751.717529
	Iteration 0F: 2 clusters Score -7641734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -7597395.000000 Penalty: 5503.435059
	Iteration 0F: 3 clusters Score -7597395 nChanged 30995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -7614725.000000 Penalty: 5503.435059
	Iteration 1F: 3 clusters Score -7614725 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -7615341.500000 Penalty: 5503.435059
	Iteration 2Q: 3 clusters Score -7615342 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -7615969.500000 Penalty: 5503.435059
	Iteration 3Q: 3 clusters Score -7615970 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -7616735.500000 Penalty: 5503.435059
	Iteration 4Q: 3 clusters Score -7616736 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -7617572.500000 Penalty: 5503.435059
	Iteration 5Q: 3 clusters Score -7617572 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -7618602.500000 Penalty: 5503.435059
	Iteration 6Q: 3 clusters Score -7618602 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -7619534.500000 Penalty: 5503.435059
	Iteration 7Q: 3 clusters Score -7619534 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -7620585.500000 Penalty: 5503.435059
	Iteration 8Q: 3 clusters Score -7620586 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -7621466.000000 Penalty: 5503.435059
	Iteration 9Q: 3 clusters Score -7621466 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -7622451.500000 Penalty: 5503.435059
	Iteration 10Q: 3 clusters Score -7622452 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -7623377.500000 Penalty: 5503.435059
	Iteration 11Q: 3 clusters Score -7623378 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -7624178.500000 Penalty: 5503.435059
	Iteration 12Q: 3 clusters Score -7624178 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -7624963.500000 Penalty: 5503.435059
	Iteration 13Q: 3 clusters Score -7624964 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -7626043.000000 Penalty: 5503.435059
	Iteration 14Q: 3 clusters Score -7626043 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -7627336.500000 Penalty: 5503.435059
	Iteration 15Q: 3 clusters Score -7627336 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -7628843.000000 Penalty: 5503.435059
	Iteration 16Q: 3 clusters Score -7628843 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -7630602.000000 Penalty: 5503.435059
	Iteration 17Q: 3 clusters Score -7630602 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -7632412.500000 Penalty: 5503.435059
	Iteration 18Q: 3 clusters Score -7632412 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -7634285.500000 Penalty: 5503.435059
	Iteration 19Q: 3 clusters Score -7634286 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -7635915.500000 Penalty: 5503.435059
	Iteration 20F: 3 clusters Score -7635916 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -7637116.500000 Penalty: 5503.435059
	Iteration 21Q: 3 clusters Score -7637116 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -7637932.500000 Penalty: 5503.435059
	Iteration 22Q: 3 clusters Score -7637932 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7638375.500000 Penalty: 5503.435059
	Iteration 23Q: 3 clusters Score -7638376 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7638704.000000 Penalty: 5503.435059
	Iteration 24Q: 3 clusters Score -7638704 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7638908.000000 Penalty: 5503.435059
	Iteration 25Q: 3 clusters Score -7638908 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7639045.500000 Penalty: 5503.435059
	Iteration 26Q: 3 clusters Score -7639046 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64912 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7639154.500000 Penalty: 5503.435059
	Iteration 27Q: 3 clusters Score -7639154 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7639234.500000 Penalty: 5503.435059
	Iteration 28Q: 3 clusters Score -7639234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7639302.500000 Penalty: 5503.435059
	Iteration 29Q: 3 clusters Score -7639302 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7639340.500000 Penalty: 5503.435059
	Iteration 30Q: 3 clusters Score -7639340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7639378.000000 Penalty: 5503.435059
	Iteration 31Q: 3 clusters Score -7639378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7639403.500000 Penalty: 5503.435059
	Iteration 32Q: 3 clusters Score -7639404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7639432.000000 Penalty: 5503.435059
	Iteration 33Q: 3 clusters Score -7639432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7639439.500000 Penalty: 5503.435059
	Iteration 34Q: 3 clusters Score -7639440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7639450.500000 Penalty: 5503.435059
	Iteration 35Q: 3 clusters Score -7639450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7639464.000000 Penalty: 5503.435059
	Iteration 36Q: 3 clusters Score -7639464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7639469.500000 Penalty: 5503.435059
	Iteration 37Q: 3 clusters Score -7639470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7639481.500000 Penalty: 5503.435059
	Iteration 38Q: 3 clusters Score -7639482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7639485.500000 Penalty: 5503.435059
	Iteration 39Q: 3 clusters Score -7639486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7639485.500000 Penalty: 5503.435059
	Iteration 40F: 3 clusters Score -7639486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7639484.500000 Penalty: 5503.435059
	Iteration 41Q: 3 clusters Score -7639484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7639488.500000 Penalty: 5503.435059
	Iteration 42Q: 3 clusters Score -7639488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7639488.500000 Penalty: 5503.435059
	Iteration 43F: 3 clusters Score -7639488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Entering Unmasked Estep 
Score: -3292858.000000 Penalty: 2540.543945
	Iteration 0F: 2 clusters Score -3292858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3273532.250000 Penalty: 5081.087891
	Iteration 0F: 3 clusters Score -3273532 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3280520.250000 Penalty: 5081.087891
	Iteration 1F: 3 clusters Score -3280520 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3281012.250000 Penalty: 5081.087891
	Iteration 2F: 3 clusters Score -3281012 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3281495.250000 Penalty: 5081.087891
	Iteration 3Q: 3 clusters Score -3281495 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3282005.750000 Penalty: 5081.087891
	Iteration 4Q: 3 clusters Score -3282006 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3282551.500000 Penalty: 5081.087891
	Iteration 5Q: 3 clusters Score -3282552 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3283226.750000 Penalty: 5081.087891
	Iteration 6Q: 3 clusters Score -3283227 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3284039.500000 Penalty: 5081.087891
	Iteration 7Q: 3 clusters Score -3284040 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3285011.500000 Penalty: 5081.087891
	Iteration 8F: 3 clusters Score -3285012 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3285976.500000 Penalty: 5081.087891
	Iteration 9F: 3 clusters Score -3285976 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3286707.750000 Penalty: 5081.087891
	Iteration 10Q: 3 clusters Score -3286708 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3287185.000000 Penalty: 5081.087891
	Iteration 11Q: 3 clusters Score -3287185 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3287559.500000 Penalty: 5081.087891
	Iteration 12Q: 3 clusters Score -3287560 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3287938.500000 Penalty: 5081.087891
	Iteration 13Q: 3 clusters Score -3287938 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3288382.750000 Penalty: 5081.087891
	Iteration 14Q: 3 clusters Score -3288383 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3288934.750000 Penalty: 5081.087891
	Iteration 15Q: 3 clusters Score -3288935 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3289594.000000 Penalty: 5081.087891
	Iteration 16Q: 3 clusters Score -3289594 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3290433.000000 Penalty: 5081.087891
	Iteration 17Q: 3 clusters Score -3290433 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3291300.250000 Penalty: 5081.087891
	Iteration 18Q: 3 clusters Score -3291300 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -3292124.250000 Penalty: 5081.087891
	Iteration 19Q: 3 clusters Score -3292124 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3292665.500000 Penalty: 5081.087891
	Iteration 20F: 3 clusters Score -3292666 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3292939.250000 Penalty: 5081.087891
	Iteration 21Q: 3 clusters Score -3292939 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3293065.250000 Penalty: 5081.087891
	Iteration 22Q: 3 clusters Score -3293065 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -3293092.500000 Penalty: 5081.087891
	Iteration 23Q: 3 clusters Score -3293092 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3293123.250000 Penalty: 5081.087891
	Iteration 24Q: 3 clusters Score -3293123 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3293136.750000 Penalty: 5081.087891
	Iteration 25Q: 3 clusters Score -3293137 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3293148.500000 Penalty: 5081.087891
	Iteration 26Q: 3 clusters Score -3293148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3293155.250000 Penalty: 5081.087891
	Iteration 27Q: 3 clusters Score -3293155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3293149.000000 Penalty: 5081.087891
	Iteration 28Q: 3 clusters Score -3293149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3293153.000000 Penalty: 5081.087891
	Iteration 29Q: 3 clusters Score -3293153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3293149.250000 Penalty: 5081.087891
	Iteration 30Q: 3 clusters Score -3293149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3293155.500000 Penalty: 5081.087891
	Iteration 31Q: 3 clusters Score -3293156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3293160.000000 Penalty: 5081.087891
	Iteration 32Q: 3 clusters Score -3293160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3293158.750000 Penalty: 5081.087891
	Iteration 33Q: 3 clusters Score -3293159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3293155.500000 Penalty: 5081.087891
	Iteration 34Q: 3 clusters Score -3293156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3293154.750000 Penalty: 5081.087891
	Iteration 35Q: 3 clusters Score -3293155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3293158.000000 Penalty: 5081.087891
	Iteration 36Q: 3 clusters Score -3293158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3293154.000000 Penalty: 5081.087891
	Iteration 37Q: 3 clusters Score -3293154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3293152.750000 Penalty: 5081.087891
	Iteration 38Q: 3 clusters Score -3293153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3293151.500000 Penalty: 5081.087891
	Iteration 39Q: 3 clusters Score -3293152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3293150.250000 Penalty: 5081.087891
	Iteration 40F: 3 clusters Score -3293150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3293151.500000 Penalty: 5081.087891
	Iteration 41Q: 3 clusters Score -3293152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3293150.250000 Penalty: 5081.087891
	Iteration 42Q: 3 clusters Score -3293150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3293151.750000 Penalty: 5081.087891
	Iteration 43Q: 3 clusters Score -3293152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3293150.500000 Penalty: 5081.087891
	Iteration 44Q: 3 clusters Score -3293150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3293148.750000 Penalty: 5081.087891
	Iteration 45Q: 3 clusters Score -3293149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3293148.750000 Penalty: 5081.087891
	Iteration 46F: 3 clusters Score -3293149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114574 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 13118 members 
Mstep: Class 8 contains 65883 members 
Mstep: Class 10 contains 14999 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 24442 members 
Mstep: Class 14 contains 43468 members 
Mstep: Class 15 contains 184937 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318820 members 
Entering Unmasked Estep 
Score: -92667824.000000 Penalty: 60786.207031
Splitting cluster 10 changes total score from -92667608.000000 to -92667824.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 11 (4017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Entering Unmasked Estep 
Score: -438113.187500 Penalty: 2057.976074
	Iteration 0F: 2 clusters Score -438113.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -434345.781250 Penalty: 4115.952148
	Iteration 0F: 3 clusters Score -434345.8 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -435646.968750 Penalty: 4115.952148
	Iteration 1F: 3 clusters Score -435647 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -436141.843750 Penalty: 4115.952148
	Iteration 2F: 3 clusters Score -436141.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -436531.156250 Penalty: 4115.952148
	Iteration 3F: 3 clusters Score -436531.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -436913.281250 Penalty: 4115.952148
	Iteration 4F: 3 clusters Score -436913.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -437283.968750 Penalty: 4115.952148
	Iteration 5F: 3 clusters Score -437284 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -437626.468750 Penalty: 4115.952148
	Iteration 6F: 3 clusters Score -437626.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -437921.593750 Penalty: 4115.952148
	Iteration 7Q: 3 clusters Score -437921.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -438126.125000 Penalty: 4115.952148
	Iteration 8Q: 3 clusters Score -438126.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -438208.406250 Penalty: 4115.952148
	Iteration 9Q: 3 clusters Score -438208.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -438260.968750 Penalty: 4115.952148
	Iteration 10Q: 3 clusters Score -438261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -438294.062500 Penalty: 4115.952148
	Iteration 11Q: 3 clusters Score -438294.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -438308.312500 Penalty: 4115.952148
	Iteration 12Q: 3 clusters Score -438308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -438312.812500 Penalty: 4115.952148
	Iteration 13Q: 3 clusters Score -438312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -438314.062500 Penalty: 4115.952148
	Iteration 14Q: 3 clusters Score -438314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -438314.343750 Penalty: 4115.952148
	Iteration 15Q: 3 clusters Score -438314.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -438314.343750 Penalty: 4115.952148
	Iteration 16F: 3 clusters Score -438314.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114574 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 13118 members 
Mstep: Class 8 contains 65883 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 14999 members 
Mstep: Class 11 contains 3802 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 24442 members 
Mstep: Class 14 contains 43468 members 
Mstep: Class 15 contains 184937 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318820 members 
Entering Unmasked Estep 
Score: -92666736.000000 Penalty: 64163.218750
Splitting cluster 11 changes total score from -92667608.000000 to -92666736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Entering Unmasked Estep 
Score: -901699.125000 Penalty: 2222.354980
	Iteration 0F: 2 clusters Score -901699.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -895390.687500 Penalty: 4444.709961
	Iteration 0F: 3 clusters Score -895390.7 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -897046.750000 Penalty: 4444.709961
	Iteration 1F: 3 clusters Score -897046.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -897293.562500 Penalty: 4444.709961
	Iteration 2F: 3 clusters Score -897293.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -897461.312500 Penalty: 4444.709961
	Iteration 3F: 3 clusters Score -897461.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -897599.875000 Penalty: 4444.709961
	Iteration 4Q: 3 clusters Score -897599.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -897702.312500 Penalty: 4444.709961
	Iteration 5Q: 3 clusters Score -897702.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -897794.875000 Penalty: 4444.709961
	Iteration 6Q: 3 clusters Score -897794.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -897890.687500 Penalty: 4444.709961
	Iteration 7Q: 3 clusters Score -897890.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -898025.062500 Penalty: 4444.709961
	Iteration 8Q: 3 clusters Score -898025.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -898179.562500 Penalty: 4444.709961
	Iteration 9Q: 3 clusters Score -898179.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -898406.062500 Penalty: 4444.709961
	Iteration 10Q: 3 clusters Score -898406.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -898740.625000 Penalty: 4444.709961
	Iteration 11Q: 3 clusters Score -898740.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -899137.250000 Penalty: 4444.709961
	Iteration 12Q: 3 clusters Score -899137.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -899620.562500 Penalty: 4444.709961
	Iteration 13F: 3 clusters Score -899620.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -900283.500000 Penalty: 4444.709961
	Iteration 14F: 3 clusters Score -900283.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -901155.062500 Penalty: 4444.709961
	Iteration 15F: 3 clusters Score -901155.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -901954.187500 Penalty: 4444.709961
	Iteration 16F: 3 clusters Score -901954.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -902422.937500 Penalty: 4444.709961
	Iteration 17Q: 3 clusters Score -902422.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -902563.750000 Penalty: 4444.709961
	Iteration 18Q: 3 clusters Score -902563.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -902595.625000 Penalty: 4444.709961
	Iteration 19Q: 3 clusters Score -902595.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -902603.625000 Penalty: 4444.709961
	Iteration 20F: 3 clusters Score -902603.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -902607.625000 Penalty: 4444.709961
	Iteration 21Q: 3 clusters Score -902607.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -902608.625000 Penalty: 4444.709961
	Iteration 22Q: 3 clusters Score -902608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -902608.562500 Penalty: 4444.709961
	Iteration 23Q: 3 clusters Score -902608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -902609.562500 Penalty: 4444.709961
	Iteration 24Q: 3 clusters Score -902609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -902609.312500 Penalty: 4444.709961
	Iteration 25Q: 3 clusters Score -902609.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -902608.625000 Penalty: 4444.709961
	Iteration 26Q: 3 clusters Score -902608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -902609.750000 Penalty: 4444.709961
	Iteration 27Q: 3 clusters Score -902609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -902609.750000 Penalty: 4444.709961
	Iteration 28F: 3 clusters Score -902609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114574 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 13118 members 
Mstep: Class 8 contains 65883 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 14999 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 5460 members 
Mstep: Class 13 contains 24442 members 
Mstep: Class 14 contains 43468 members 
Mstep: Class 15 contains 184937 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318820 members 
Entering Unmasked Estep 
Score: -92667848.000000 Penalty: 64163.218750
Splitting cluster 12 changes total score from -92667608.000000 to -92667848.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 13 (24442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Entering Unmasked Estep 
Score: -2862855.500000 Penalty: 2505.806396
	Iteration 0F: 2 clusters Score -2862856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2845926.500000 Penalty: 5011.612793
	Iteration 0F: 3 clusters Score -2845926 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2851657.750000 Penalty: 5011.612793
	Iteration 1F: 3 clusters Score -2851658 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2852093.750000 Penalty: 5011.612793
	Iteration 2F: 3 clusters Score -2852094 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2852499.750000 Penalty: 5011.612793
	Iteration 3Q: 3 clusters Score -2852500 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2852967.750000 Penalty: 5011.612793
	Iteration 4Q: 3 clusters Score -2852968 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2853499.500000 Penalty: 5011.612793
	Iteration 5Q: 3 clusters Score -2853500 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2854211.750000 Penalty: 5011.612793
	Iteration 6F: 3 clusters Score -2854212 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2855267.250000 Penalty: 5011.612793
	Iteration 7F: 3 clusters Score -2855267 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2856594.500000 Penalty: 5011.612793
	Iteration 8F: 3 clusters Score -2856594 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2858020.000000 Penalty: 5011.612793
	Iteration 9F: 3 clusters Score -2858020 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2859291.750000 Penalty: 5011.612793
	Iteration 10F: 3 clusters Score -2859292 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2860265.250000 Penalty: 5011.612793
	Iteration 11Q: 3 clusters Score -2860265 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2860845.250000 Penalty: 5011.612793
	Iteration 12Q: 3 clusters Score -2860845 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2861135.000000 Penalty: 5011.612793
	Iteration 13Q: 3 clusters Score -2861135 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2861232.000000 Penalty: 5011.612793
	Iteration 14Q: 3 clusters Score -2861232 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2861293.500000 Penalty: 5011.612793
	Iteration 15Q: 3 clusters Score -2861294 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2861328.000000 Penalty: 5011.612793
	Iteration 16Q: 3 clusters Score -2861328 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2861355.000000 Penalty: 5011.612793
	Iteration 17Q: 3 clusters Score -2861355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2861376.000000 Penalty: 5011.612793
	Iteration 18Q: 3 clusters Score -2861376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -2861380.250000 Penalty: 5011.612793
	Iteration 19Q: 3 clusters Score -2861380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -2861386.500000 Penalty: 5011.612793
	Iteration 20F: 3 clusters Score -2861386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2861399.000000 Penalty: 5011.612793
	Iteration 21Q: 3 clusters Score -2861399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2861391.000000 Penalty: 5011.612793
	Iteration 22Q: 3 clusters Score -2861391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2861399.500000 Penalty: 5011.612793
	Iteration 23Q: 3 clusters Score -2861400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2861394.000000 Penalty: 5011.612793
	Iteration 24Q: 3 clusters Score -2861394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2861394.250000 Penalty: 5011.612793
	Iteration 25Q: 3 clusters Score -2861394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2861391.250000 Penalty: 5011.612793
	Iteration 26Q: 3 clusters Score -2861391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2861396.500000 Penalty: 5011.612793
	Iteration 27Q: 3 clusters Score -2861396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2861396.750000 Penalty: 5011.612793
	Iteration 28Q: 3 clusters Score -2861397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -2861395.500000 Penalty: 5011.612793
	Iteration 29Q: 3 clusters Score -2861396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2861392.000000 Penalty: 5011.612793
	Iteration 30Q: 3 clusters Score -2861392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2861387.750000 Penalty: 5011.612793
	Iteration 31Q: 3 clusters Score -2861388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -2861396.750000 Penalty: 5011.612793
	Iteration 32Q: 3 clusters Score -2861397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2861400.000000 Penalty: 5011.612793
	Iteration 33Q: 3 clusters Score -2861400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2861400.250000 Penalty: 5011.612793
	Iteration 34Q: 3 clusters Score -2861400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2861400.000000 Penalty: 5011.612793
	Iteration 35Q: 3 clusters Score -2861400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2861396.750000 Penalty: 5011.612793
	Iteration 36Q: 3 clusters Score -2861397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2861400.000000 Penalty: 5011.612793
	Iteration 37Q: 3 clusters Score -2861400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2861398.750000 Penalty: 5011.612793
	Iteration 38Q: 3 clusters Score -2861399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -2861402.750000 Penalty: 5011.612793
	Iteration 39Q: 3 clusters Score -2861403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -2861398.750000 Penalty: 5011.612793
	Iteration 40F: 3 clusters Score -2861399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2861400.250000 Penalty: 5011.612793
	Iteration 41Q: 3 clusters Score -2861400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -2861405.500000 Penalty: 5011.612793
	Iteration 42Q: 3 clusters Score -2861406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2861406.500000 Penalty: 5011.612793
	Iteration 43Q: 3 clusters Score -2861406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2861407.750000 Penalty: 5011.612793
	Iteration 44Q: 3 clusters Score -2861408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2861408.000000 Penalty: 5011.612793
	Iteration 45Q: 3 clusters Score -2861408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2861411.250000 Penalty: 5011.612793
	Iteration 46Q: 3 clusters Score -2861411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2861414.000000 Penalty: 5011.612793
	Iteration 47Q: 3 clusters Score -2861414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2861415.750000 Penalty: 5011.612793
	Iteration 48Q: 3 clusters Score -2861416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2861415.750000 Penalty: 5011.612793
	Iteration 49F: 3 clusters Score -2861416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Entering Unmasked Estep 
Score: -4899829.500000 Penalty: 2648.585449
	Iteration 0F: 2 clusters Score -4899830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -4870315.500000 Penalty: 5297.170898
	Iteration 0F: 3 clusters Score -4870316 nChanged 20020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -4881316.500000 Penalty: 5297.170898
	Iteration 1F: 3 clusters Score -4881316 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -4881921.500000 Penalty: 5297.170898
	Iteration 2Q: 3 clusters Score -4881922 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -4882484.000000 Penalty: 5297.170898
	Iteration 3Q: 3 clusters Score -4882484 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -4883114.500000 Penalty: 5297.170898
	Iteration 4Q: 3 clusters Score -4883114 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -4883767.500000 Penalty: 5297.170898
	Iteration 5Q: 3 clusters Score -4883768 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4884553.000000 Penalty: 5297.170898
	Iteration 6Q: 3 clusters Score -4884553 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -4885360.000000 Penalty: 5297.170898
	Iteration 7Q: 3 clusters Score -4885360 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -4886233.500000 Penalty: 5297.170898
	Iteration 8Q: 3 clusters Score -4886234 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4887232.000000 Penalty: 5297.170898
	Iteration 9Q: 3 clusters Score -4887232 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -4888201.500000 Penalty: 5297.170898
	Iteration 10Q: 3 clusters Score -4888202 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -4889189.500000 Penalty: 5297.170898
	Iteration 11Q: 3 clusters Score -4889190 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -4889976.500000 Penalty: 5297.170898
	Iteration 12Q: 3 clusters Score -4889976 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -4890539.500000 Penalty: 5297.170898
	Iteration 13Q: 3 clusters Score -4890540 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -4891026.000000 Penalty: 5297.170898
	Iteration 14Q: 3 clusters Score -4891026 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -4891461.000000 Penalty: 5297.170898
	Iteration 15Q: 3 clusters Score -4891461 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -4892018.500000 Penalty: 5297.170898
	Iteration 16Q: 3 clusters Score -4892018 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -4892989.500000 Penalty: 5297.170898
	Iteration 17Q: 3 clusters Score -4892990 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -4894632.500000 Penalty: 5297.170898
	Iteration 18Q: 3 clusters Score -4894632 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -4895968.000000 Penalty: 5297.170898
	Iteration 19Q: 3 clusters Score -4895968 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4896422.000000 Penalty: 5297.170898
	Iteration 20F: 3 clusters Score -4896422 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -4896675.000000 Penalty: 5297.170898
	Iteration 21Q: 3 clusters Score -4896675 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -4896816.500000 Penalty: 5297.170898
	Iteration 22Q: 3 clusters Score -4896816 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -4896904.000000 Penalty: 5297.170898
	Iteration 23Q: 3 clusters Score -4896904 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -4896984.000000 Penalty: 5297.170898
	Iteration 24Q: 3 clusters Score -4896984 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -4897029.500000 Penalty: 5297.170898
	Iteration 25Q: 3 clusters Score -4897030 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4897081.500000 Penalty: 5297.170898
	Iteration 26Q: 3 clusters Score -4897082 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -4897121.000000 Penalty: 5297.170898
	Iteration 27Q: 3 clusters Score -4897121 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -4897141.000000 Penalty: 5297.170898
	Iteration 28Q: 3 clusters Score -4897141 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -4897145.000000 Penalty: 5297.170898
	Iteration 29Q: 3 clusters Score -4897145 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4897173.000000 Penalty: 5297.170898
	Iteration 30Q: 3 clusters Score -4897173 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4897213.000000 Penalty: 5297.170898
	Iteration 31Q: 3 clusters Score -4897213 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -4897221.500000 Penalty: 5297.170898
	Iteration 32Q: 3 clusters Score -4897222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4897256.500000 Penalty: 5297.170898
	Iteration 33Q: 3 clusters Score -4897256 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -4897274.000000 Penalty: 5297.170898
	Iteration 34Q: 3 clusters Score -4897274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -4897286.500000 Penalty: 5297.170898
	Iteration 35Q: 3 clusters Score -4897286 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4897302.000000 Penalty: 5297.170898
	Iteration 36Q: 3 clusters Score -4897302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -4897305.000000 Penalty: 5297.170898
	Iteration 37Q: 3 clusters Score -4897305 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4897307.000000 Penalty: 5297.170898
	Iteration 38Q: 3 clusters Score -4897307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4897319.000000 Penalty: 5297.170898
	Iteration 39Q: 3 clusters Score -4897319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4897319.000000 Penalty: 5297.170898
	Iteration 40F: 3 clusters Score -4897319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -4897336.000000 Penalty: 5297.170898
	Iteration 41Q: 3 clusters Score -4897336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4897338.500000 Penalty: 5297.170898
	Iteration 42Q: 3 clusters Score -4897338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -4897353.000000 Penalty: 5297.170898
	Iteration 43Q: 3 clusters Score -4897353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4897350.000000 Penalty: 5297.170898
	Iteration 44Q: 3 clusters Score -4897350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4897362.500000 Penalty: 5297.170898
	Iteration 45Q: 3 clusters Score -4897362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4897361.000000 Penalty: 5297.170898
	Iteration 46Q: 3 clusters Score -4897361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -4897351.000000 Penalty: 5297.170898
	Iteration 47Q: 3 clusters Score -4897351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -4897362.000000 Penalty: 5297.170898
	Iteration 48Q: 3 clusters Score -4897362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4897364.500000 Penalty: 5297.170898
	Iteration 49Q: 3 clusters Score -4897364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -4897378.500000 Penalty: 5297.170898
	Iteration 50Q: 3 clusters Score -4897378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4897370.000000 Penalty: 5297.170898
	Iteration 51Q: 3 clusters Score -4897370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4897378.000000 Penalty: 5297.170898
	Iteration 52Q: 3 clusters Score -4897378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4897381.500000 Penalty: 5297.170898
	Iteration 53Q: 3 clusters Score -4897382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -4897382.500000 Penalty: 5297.170898
	Iteration 54Q: 3 clusters Score -4897382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4897386.000000 Penalty: 5297.170898
	Iteration 55Q: 3 clusters Score -4897386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4897389.500000 Penalty: 5297.170898
	Iteration 56Q: 3 clusters Score -4897390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4897387.000000 Penalty: 5297.170898
	Iteration 57Q: 3 clusters Score -4897387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4897392.500000 Penalty: 5297.170898
	Iteration 58Q: 3 clusters Score -4897392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4897391.000000 Penalty: 5297.170898
	Iteration 59Q: 3 clusters Score -4897391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4897396.000000 Penalty: 5297.170898
	Iteration 60F: 3 clusters Score -4897396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4897396.500000 Penalty: 5297.170898
	Iteration 61Q: 3 clusters Score -4897396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4897394.000000 Penalty: 5297.170898
	Iteration 62Q: 3 clusters Score -4897394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4897394.500000 Penalty: 5297.170898
	Iteration 63Q: 3 clusters Score -4897394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4897394.500000 Penalty: 5297.170898
	Iteration 64Q: 3 clusters Score -4897394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4897406.000000 Penalty: 5297.170898
	Iteration 65Q: 3 clusters Score -4897406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4897403.000000 Penalty: 5297.170898
	Iteration 66Q: 3 clusters Score -4897403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4897406.500000 Penalty: 5297.170898
	Iteration 67Q: 3 clusters Score -4897406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4897408.500000 Penalty: 5297.170898
	Iteration 68Q: 3 clusters Score -4897408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4897407.500000 Penalty: 5297.170898
	Iteration 69Q: 3 clusters Score -4897408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4897416.500000 Penalty: 5297.170898
	Iteration 70Q: 3 clusters Score -4897416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4897417.000000 Penalty: 5297.170898
	Iteration 71Q: 3 clusters Score -4897417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4897419.500000 Penalty: 5297.170898
	Iteration 72Q: 3 clusters Score -4897420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4897420.000000 Penalty: 5297.170898
	Iteration 73Q: 3 clusters Score -4897420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4897429.500000 Penalty: 5297.170898
	Iteration 74Q: 3 clusters Score -4897430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4897424.500000 Penalty: 5297.170898
	Iteration 75Q: 3 clusters Score -4897424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -4897443.500000 Penalty: 5297.170898
	Iteration 76Q: 3 clusters Score -4897444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4897440.000000 Penalty: 5297.170898
	Iteration 77Q: 3 clusters Score -4897440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4897444.000000 Penalty: 5297.170898
	Iteration 78Q: 3 clusters Score -4897444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4897445.500000 Penalty: 5297.170898
	Iteration 79Q: 3 clusters Score -4897446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4897443.500000 Penalty: 5297.170898
	Iteration 80F: 3 clusters Score -4897444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4897446.000000 Penalty: 5297.170898
	Iteration 81Q: 3 clusters Score -4897446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4897452.000000 Penalty: 5297.170898
	Iteration 82Q: 3 clusters Score -4897452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4897464.000000 Penalty: 5297.170898
	Iteration 83Q: 3 clusters Score -4897464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4897459.500000 Penalty: 5297.170898
	Iteration 84Q: 3 clusters Score -4897460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4897455.500000 Penalty: 5297.170898
	Iteration 85Q: 3 clusters Score -4897456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4897459.500000 Penalty: 5297.170898
	Iteration 86Q: 3 clusters Score -4897460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4897453.000000 Penalty: 5297.170898
	Iteration 87Q: 3 clusters Score -4897453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4897455.000000 Penalty: 5297.170898
	Iteration 88Q: 3 clusters Score -4897455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4897459.000000 Penalty: 5297.170898
	Iteration 89Q: 3 clusters Score -4897459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4897455.500000 Penalty: 5297.170898
	Iteration 90Q: 3 clusters Score -4897456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4897449.500000 Penalty: 5297.170898
	Iteration 91Q: 3 clusters Score -4897450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4897452.000000 Penalty: 5297.170898
	Iteration 92Q: 3 clusters Score -4897452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4897451.500000 Penalty: 5297.170898
	Iteration 93Q: 3 clusters Score -4897452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4897457.000000 Penalty: 5297.170898
	Iteration 94Q: 3 clusters Score -4897457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4897461.500000 Penalty: 5297.170898
	Iteration 95Q: 3 clusters Score -4897462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4897462.000000 Penalty: 5297.170898
	Iteration 96Q: 3 clusters Score -4897462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4897469.500000 Penalty: 5297.170898
	Iteration 97Q: 3 clusters Score -4897470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4897469.000000 Penalty: 5297.170898
	Iteration 98Q: 3 clusters Score -4897469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4897460.500000 Penalty: 5297.170898
	Iteration 99Q: 3 clusters Score -4897460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4897458.500000 Penalty: 5297.170898
	Iteration 100F: 3 clusters Score -4897458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4897464.500000 Penalty: 5297.170898
	Iteration 101Q: 3 clusters Score -4897464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4897473.500000 Penalty: 5297.170898
	Iteration 102Q: 3 clusters Score -4897474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4897475.500000 Penalty: 5297.170898
	Iteration 103Q: 3 clusters Score -4897476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4897475.000000 Penalty: 5297.170898
	Iteration 104Q: 3 clusters Score -4897475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4897465.000000 Penalty: 5297.170898
	Iteration 105Q: 3 clusters Score -4897465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4897470.000000 Penalty: 5297.170898
	Iteration 106Q: 3 clusters Score -4897470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4897477.000000 Penalty: 5297.170898
	Iteration 107Q: 3 clusters Score -4897477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4897475.500000 Penalty: 5297.170898
	Iteration 108Q: 3 clusters Score -4897476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4897478.000000 Penalty: 5297.170898
	Iteration 109Q: 3 clusters Score -4897478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4897483.500000 Penalty: 5297.170898
	Iteration 110Q: 3 clusters Score -4897484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4897481.500000 Penalty: 5297.170898
	Iteration 111Q: 3 clusters Score -4897482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4897482.500000 Penalty: 5297.170898
	Iteration 112Q: 3 clusters Score -4897482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4897482.500000 Penalty: 5297.170898
	Iteration 113Q: 3 clusters Score -4897482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4897484.000000 Penalty: 5297.170898
	Iteration 114Q: 3 clusters Score -4897484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4897496.500000 Penalty: 5297.170898
	Iteration 115Q: 3 clusters Score -4897496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4897487.000000 Penalty: 5297.170898
	Iteration 116Q: 3 clusters Score -4897487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4897488.500000 Penalty: 5297.170898
	Iteration 117Q: 3 clusters Score -4897488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4897488.500000 Penalty: 5297.170898
	Iteration 118Q: 3 clusters Score -4897488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4897487.500000 Penalty: 5297.170898
	Iteration 119Q: 3 clusters Score -4897488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4897482.000000 Penalty: 5297.170898
	Iteration 120F: 3 clusters Score -4897482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4897485.000000 Penalty: 5297.170898
	Iteration 121Q: 3 clusters Score -4897485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4897485.000000 Penalty: 5297.170898
	Iteration 122Q: 3 clusters Score -4897485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4897483.500000 Penalty: 5297.170898
	Iteration 123Q: 3 clusters Score -4897484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4897483.500000 Penalty: 5297.170898
	Iteration 124F: 3 clusters Score -4897484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (184937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184937 members 
Entering Unmasked Estep 
Score: -21325916.000000 Penalty: 3007.687012
	Iteration 0F: 2 clusters Score -2.132592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92306 members 
Mstep: Class 2 contains 92631 members 
Entering Unmasked Estep 
Score: -21204754.000000 Penalty: 6015.374023
	Iteration 0F: 3 clusters Score -2.120475e+07 nChanged 88656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -21257550.000000 Penalty: 6015.374023
	Iteration 1F: 3 clusters Score -2.125755e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 98992 members 
Entering Unmasked Estep 
Score: -21259828.000000 Penalty: 6015.374023
	Iteration 2Q: 3 clusters Score -2.125983e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 103527 members 
Entering Unmasked Estep 
Score: -21263792.000000 Penalty: 6015.374023
	Iteration 3Q: 3 clusters Score -2.126379e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -21270014.000000 Penalty: 6015.374023
	Iteration 4F: 3 clusters Score -2.127001e+07 nChanged 13090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 118545 members 
Entering Unmasked Estep 
Score: -21279632.000000 Penalty: 6015.374023
	Iteration 5F: 3 clusters Score -2.127963e+07 nChanged 13901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 127890 members 
Entering Unmasked Estep 
Score: -21291184.000000 Penalty: 6015.374023
	Iteration 6F: 3 clusters Score -2.129118e+07 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 135888 members 
Entering Unmasked Estep 
Score: -21301494.000000 Penalty: 6015.374023
	Iteration 7F: 3 clusters Score -2.130149e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 141443 members 
Entering Unmasked Estep 
Score: -21308018.000000 Penalty: 6015.374023
	Iteration 8F: 3 clusters Score -2.130802e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 145470 members 
Entering Unmasked Estep 
Score: -21311306.000000 Penalty: 6015.374023
	Iteration 9Q: 3 clusters Score -2.131131e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 148773 members 
Entering Unmasked Estep 
Score: -21313168.000000 Penalty: 6015.374023
	Iteration 10Q: 3 clusters Score -2.131317e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 151969 members 
Entering Unmasked Estep 
Score: -21314706.000000 Penalty: 6015.374023
	Iteration 11Q: 3 clusters Score -2.131471e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 155075 members 
Entering Unmasked Estep 
Score: -21316090.000000 Penalty: 6015.374023
	Iteration 12Q: 3 clusters Score -2.131609e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 157999 members 
Entering Unmasked Estep 
Score: -21317478.000000 Penalty: 6015.374023
	Iteration 13Q: 3 clusters Score -2.131748e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 160811 members 
Entering Unmasked Estep 
Score: -21318670.000000 Penalty: 6015.374023
	Iteration 14Q: 3 clusters Score -2.131867e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 163480 members 
Entering Unmasked Estep 
Score: -21319704.000000 Penalty: 6015.374023
	Iteration 15Q: 3 clusters Score -2.13197e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 165901 members 
Entering Unmasked Estep 
Score: -21320932.000000 Penalty: 6015.374023
	Iteration 16Q: 3 clusters Score -2.132093e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 168076 members 
Entering Unmasked Estep 
Score: -21321832.000000 Penalty: 6015.374023
	Iteration 17Q: 3 clusters Score -2.132183e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 169958 members 
Entering Unmasked Estep 
Score: -21322596.000000 Penalty: 6015.374023
	Iteration 18Q: 3 clusters Score -2.13226e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 171604 members 
Entering Unmasked Estep 
Score: -21323260.000000 Penalty: 6015.374023
	Iteration 19Q: 3 clusters Score -2.132326e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 173085 members 
Entering Unmasked Estep 
Score: -21323956.000000 Penalty: 6015.374023
	Iteration 20F: 3 clusters Score -2.132396e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 174339 members 
Entering Unmasked Estep 
Score: -21324558.000000 Penalty: 6015.374023
	Iteration 21Q: 3 clusters Score -2.132456e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 175391 members 
Entering Unmasked Estep 
Score: -21325158.000000 Penalty: 6015.374023
	Iteration 22Q: 3 clusters Score -2.132516e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 176149 members 
Entering Unmasked Estep 
Score: -21325790.000000 Penalty: 6015.374023
	Iteration 23Q: 3 clusters Score -2.132579e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 176644 members 
Entering Unmasked Estep 
Score: -21326678.000000 Penalty: 6015.374023
	Iteration 24Q: 3 clusters Score -2.132668e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 176904 members 
Entering Unmasked Estep 
Score: -21327028.000000 Penalty: 6015.374023
	Iteration 25Q: 3 clusters Score -2.132703e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 177020 members 
Entering Unmasked Estep 
Score: -21327274.000000 Penalty: 6015.374023
	Iteration 26Q: 3 clusters Score -2.132727e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 177049 members 
Entering Unmasked Estep 
Score: -21327398.000000 Penalty: 6015.374023
	Iteration 27Q: 3 clusters Score -2.13274e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 177061 members 
Entering Unmasked Estep 
Score: -21327464.000000 Penalty: 6015.374023
	Iteration 28Q: 3 clusters Score -2.132746e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 177057 members 
Entering Unmasked Estep 
Score: -21327538.000000 Penalty: 6015.374023
	Iteration 29Q: 3 clusters Score -2.132754e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 177065 members 
Entering Unmasked Estep 
Score: -21327584.000000 Penalty: 6015.374023
	Iteration 30Q: 3 clusters Score -2.132758e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 177085 members 
Entering Unmasked Estep 
Score: -21327614.000000 Penalty: 6015.374023
	Iteration 31Q: 3 clusters Score -2.132761e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 177088 members 
Entering Unmasked Estep 
Score: -21327624.000000 Penalty: 6015.374023
	Iteration 32Q: 3 clusters Score -2.132762e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 177092 members 
Entering Unmasked Estep 
Score: -21327628.000000 Penalty: 6015.374023
	Iteration 33Q: 3 clusters Score -2.132763e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 177092 members 
Entering Unmasked Estep 
Score: -21327620.000000 Penalty: 6015.374023
	Iteration 34Q: 3 clusters Score -2.132762e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 177087 members 
Entering Unmasked Estep 
Score: -21327646.000000 Penalty: 6015.374023
	Iteration 35Q: 3 clusters Score -2.132765e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 177085 members 
Entering Unmasked Estep 
Score: -21327638.000000 Penalty: 6015.374023
	Iteration 36Q: 3 clusters Score -2.132764e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 177077 members 
Entering Unmasked Estep 
Score: -21327652.000000 Penalty: 6015.374023
	Iteration 37Q: 3 clusters Score -2.132765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 177066 members 
Entering Unmasked Estep 
Score: -21327660.000000 Penalty: 6015.374023
	Iteration 38Q: 3 clusters Score -2.132766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 177055 members 
Entering Unmasked Estep 
Score: -21327670.000000 Penalty: 6015.374023
	Iteration 39Q: 3 clusters Score -2.132767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 177052 members 
Entering Unmasked Estep 
Score: -21327668.000000 Penalty: 6015.374023
	Iteration 40F: 3 clusters Score -2.132767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 177048 members 
Entering Unmasked Estep 
Score: -21327666.000000 Penalty: 6015.374023
	Iteration 41Q: 3 clusters Score -2.132767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 177045 members 
Entering Unmasked Estep 
Score: -21327668.000000 Penalty: 6015.374023
	Iteration 42Q: 3 clusters Score -2.132767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 177045 members 
Entering Unmasked Estep 
Score: -21327662.000000 Penalty: 6015.374023
	Iteration 43Q: 3 clusters Score -2.132766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 177043 members 
Entering Unmasked Estep 
Score: -21327656.000000 Penalty: 6015.374023
	Iteration 44Q: 3 clusters Score -2.132766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 177042 members 
Entering Unmasked Estep 
Score: -21327670.000000 Penalty: 6015.374023
	Iteration 45Q: 3 clusters Score -2.132767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 177041 members 
Entering Unmasked Estep 
Score: -21327666.000000 Penalty: 6015.374023
	Iteration 46Q: 3 clusters Score -2.132767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 177040 members 
Entering Unmasked Estep 
Score: -21327668.000000 Penalty: 6015.374023
	Iteration 47Q: 3 clusters Score -2.132767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 177038 members 
Entering Unmasked Estep 
Score: -21327666.000000 Penalty: 6015.374023
	Iteration 48Q: 3 clusters Score -2.132767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 177038 members 
Entering Unmasked Estep 
Score: -21327656.000000 Penalty: 6015.374023
	Iteration 49Q: 3 clusters Score -2.132766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 177039 members 
Entering Unmasked Estep 
Score: -21327654.000000 Penalty: 6015.374023
	Iteration 50Q: 3 clusters Score -2.132765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 177038 members 
Entering Unmasked Estep 
Score: -21327664.000000 Penalty: 6015.374023
	Iteration 51Q: 3 clusters Score -2.132766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 177039 members 
Entering Unmasked Estep 
Score: -21327670.000000 Penalty: 6015.374023
	Iteration 52Q: 3 clusters Score -2.132767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 177039 members 
Entering Unmasked Estep 
Score: -21327670.000000 Penalty: 6015.374023
	Iteration 53Q: 3 clusters Score -2.132767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 177039 members 
Entering Unmasked Estep 
Score: -21327662.000000 Penalty: 6015.374023
	Iteration 54Q: 3 clusters Score -2.132766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 177036 members 
Entering Unmasked Estep 
Score: -21327668.000000 Penalty: 6015.374023
	Iteration 55Q: 3 clusters Score -2.132767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 177034 members 
Entering Unmasked Estep 
Score: -21327664.000000 Penalty: 6015.374023
	Iteration 56Q: 3 clusters Score -2.132766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 177033 members 
Entering Unmasked Estep 
Score: -21327668.000000 Penalty: 6015.374023
	Iteration 57Q: 3 clusters Score -2.132767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 177031 members 
Entering Unmasked Estep 
Score: -21327660.000000 Penalty: 6015.374023
	Iteration 58Q: 3 clusters Score -2.132766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 177029 members 
Entering Unmasked Estep 
Score: -21327662.000000 Penalty: 6015.374023
	Iteration 59Q: 3 clusters Score -2.132766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 177026 members 
Entering Unmasked Estep 
Score: -21327676.000000 Penalty: 6015.374023
	Iteration 60F: 3 clusters Score -2.132768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 177023 members 
Entering Unmasked Estep 
Score: -21327664.000000 Penalty: 6015.374023
	Iteration 61Q: 3 clusters Score -2.132766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 177021 members 
Entering Unmasked Estep 
Score: -21327670.000000 Penalty: 6015.374023
	Iteration 62Q: 3 clusters Score -2.132767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 177020 members 
Entering Unmasked Estep 
Score: -21327668.000000 Penalty: 6015.374023
	Iteration 63Q: 3 clusters Score -2.132767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 177020 members 
Entering Unmasked Estep 
Score: -21327668.000000 Penalty: 6015.374023
	Iteration 64F: 3 clusters Score -2.132767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114574 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 13118 members 
Mstep: Class 8 contains 65883 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 14999 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 5460 members 
Mstep: Class 13 contains 24442 members 
Mstep: Class 14 contains 43468 members 
Mstep: Class 15 contains 7917 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318820 members 
Mstep: Class 20 contains 177020 members 
Entering Unmasked Estep 
Score: -92668936.000000 Penalty: 67540.226562
Splitting cluster 15 changes total score from -92667608.000000 to -92668936.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 16 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -186358.406250 Penalty: 1879.633667
	Iteration 0F: 2 clusters Score -186358.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -184093.921875 Penalty: 3759.267334
	Iteration 0F: 3 clusters Score -184093.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -185554.125000 Penalty: 3759.267334
	Iteration 1F: 3 clusters Score -185554.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -186971.468750 Penalty: 3759.267334
	Iteration 2F: 3 clusters Score -186971.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -188024.843750 Penalty: 3759.267334
	Iteration 3F: 3 clusters Score -188024.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -188663.859375 Penalty: 3759.267334
	Iteration 4F: 3 clusters Score -188663.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -188845.421875 Penalty: 3759.267334
	Iteration 5Q: 3 clusters Score -188845.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -188911.593750 Penalty: 3759.267334
	Iteration 6Q: 3 clusters Score -188911.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -188966.687500 Penalty: 3759.267334
	Iteration 7Q: 3 clusters Score -188966.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -188994.781250 Penalty: 3759.267334
	Iteration 8Q: 3 clusters Score -188994.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -189021.625000 Penalty: 3759.267334
	Iteration 9Q: 3 clusters Score -189021.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -189041.906250 Penalty: 3759.267334
	Iteration 10Q: 3 clusters Score -189041.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -189067.968750 Penalty: 3759.267334
	Iteration 11Q: 3 clusters Score -189068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -189099.593750 Penalty: 3759.267334
	Iteration 12Q: 3 clusters Score -189099.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -189117.765625 Penalty: 3759.267334
	Iteration 13Q: 3 clusters Score -189117.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -189143.296875 Penalty: 3759.267334
	Iteration 14Q: 3 clusters Score -189143.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -189177.203125 Penalty: 3759.267334
	Iteration 15Q: 3 clusters Score -189177.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -189191.109375 Penalty: 3759.267334
	Iteration 16Q: 3 clusters Score -189191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -189192.328125 Penalty: 3759.267334
	Iteration 17Q: 3 clusters Score -189192.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -189192.328125 Penalty: 3759.267334
	Iteration 18F: 3 clusters Score -189192.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114574 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 13118 members 
Mstep: Class 8 contains 65883 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 14999 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 5460 members 
Mstep: Class 13 contains 24442 members 
Mstep: Class 14 contains 43468 members 
Mstep: Class 15 contains 7917 members 
Mstep: Class 16 contains 1361 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318820 members 
Mstep: Class 20 contains 177020 members 
Mstep: Class 21 contains 596 members 
Entering Unmasked Estep 
Score: -92670288.000000 Penalty: 70917.242188
Splitting cluster 16 changes total score from -92667608.000000 to -92670288.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 17 (15670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Entering Unmasked Estep 
Score: -1698383.500000 Penalty: 2395.556641
	Iteration 0F: 2 clusters Score -1698384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1687021.250000 Penalty: 4791.113281
	Iteration 0F: 3 clusters Score -1687021 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1691019.375000 Penalty: 4791.113281
	Iteration 1F: 3 clusters Score -1691019 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1691582.250000 Penalty: 4791.113281
	Iteration 2F: 3 clusters Score -1691582 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1692107.500000 Penalty: 4791.113281
	Iteration 3F: 3 clusters Score -1692108 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1692554.625000 Penalty: 4791.113281
	Iteration 4F: 3 clusters Score -1692555 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1692965.750000 Penalty: 4791.113281
	Iteration 5F: 3 clusters Score -1692966 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1693337.625000 Penalty: 4791.113281
	Iteration 6Q: 3 clusters Score -1693338 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1693670.750000 Penalty: 4791.113281
	Iteration 7Q: 3 clusters Score -1693671 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1694009.125000 Penalty: 4791.113281
	Iteration 8Q: 3 clusters Score -1694009 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1694343.375000 Penalty: 4791.113281
	Iteration 9Q: 3 clusters Score -1694343 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1694635.500000 Penalty: 4791.113281
	Iteration 10Q: 3 clusters Score -1694636 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1694901.500000 Penalty: 4791.113281
	Iteration 11Q: 3 clusters Score -1694902 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1695170.375000 Penalty: 4791.113281
	Iteration 12Q: 3 clusters Score -1695170 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1695514.375000 Penalty: 4791.113281
	Iteration 13Q: 3 clusters Score -1695514 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1695914.500000 Penalty: 4791.113281
	Iteration 14Q: 3 clusters Score -1695914 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1696251.000000 Penalty: 4791.113281
	Iteration 15Q: 3 clusters Score -1696251 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1696459.125000 Penalty: 4791.113281
	Iteration 16Q: 3 clusters Score -1696459 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1696609.750000 Penalty: 4791.113281
	Iteration 17Q: 3 clusters Score -1696610 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1696724.625000 Penalty: 4791.113281
	Iteration 18Q: 3 clusters Score -1696725 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1696789.250000 Penalty: 4791.113281
	Iteration 19Q: 3 clusters Score -1696789 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1696823.875000 Penalty: 4791.113281
	Iteration 20F: 3 clusters Score -1696824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1696851.375000 Penalty: 4791.113281
	Iteration 21Q: 3 clusters Score -1696851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1696870.250000 Penalty: 4791.113281
	Iteration 22Q: 3 clusters Score -1696870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1696873.250000 Penalty: 4791.113281
	Iteration 23Q: 3 clusters Score -1696873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1696886.125000 Penalty: 4791.113281
	Iteration 24Q: 3 clusters Score -1696886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1696889.000000 Penalty: 4791.113281
	Iteration 25Q: 3 clusters Score -1696889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1696893.500000 Penalty: 4791.113281
	Iteration 26Q: 3 clusters Score -1696894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1696899.750000 Penalty: 4791.113281
	Iteration 27Q: 3 clusters Score -1696900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1696903.750000 Penalty: 4791.113281
	Iteration 28Q: 3 clusters Score -1696904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1696904.125000 Penalty: 4791.113281
	Iteration 29Q: 3 clusters Score -1696904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1696906.500000 Penalty: 4791.113281
	Iteration 30Q: 3 clusters Score -1696906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1696907.250000 Penalty: 4791.113281
	Iteration 31Q: 3 clusters Score -1696907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1696907.375000 Penalty: 4791.113281
	Iteration 32Q: 3 clusters Score -1696907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1696906.875000 Penalty: 4791.113281
	Iteration 33Q: 3 clusters Score -1696907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1696906.250000 Penalty: 4791.113281
	Iteration 34Q: 3 clusters Score -1696906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1696911.125000 Penalty: 4791.113281
	Iteration 35Q: 3 clusters Score -1696911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1696911.875000 Penalty: 4791.113281
	Iteration 36Q: 3 clusters Score -1696912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1696914.000000 Penalty: 4791.113281
	Iteration 37Q: 3 clusters Score -1696914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1696912.375000 Penalty: 4791.113281
	Iteration 38Q: 3 clusters Score -1696912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1696914.375000 Penalty: 4791.113281
	Iteration 39Q: 3 clusters Score -1696914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1696910.250000 Penalty: 4791.113281
	Iteration 40F: 3 clusters Score -1696910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1696911.375000 Penalty: 4791.113281
	Iteration 41Q: 3 clusters Score -1696911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1696911.375000 Penalty: 4791.113281
	Iteration 42F: 3 clusters Score -1696911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -41852.027344 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -41852.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40469.156250 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -40469.16 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40667.601562 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -40667.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40724.742188 Penalty: 2981.588623
	Iteration 2Q: 3 clusters Score -40724.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40751.238281 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -40751.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40755.691406 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -40755.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40755.691406 Penalty: 2981.588623
	Iteration 5F: 3 clusters Score -40755.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (318820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318820 members 
Entering Unmasked Estep 
Score: -36531744.000000 Penalty: 3142.750732
	Iteration 0F: 2 clusters Score -3.653174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159723 members 
Mstep: Class 2 contains 159097 members 
Entering Unmasked Estep 
Score: -36342980.000000 Penalty: 6285.501465
	Iteration 0F: 3 clusters Score -3.634298e+07 nChanged 154562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166265 members 
Mstep: Class 2 contains 152555 members 
Entering Unmasked Estep 
Score: -36433992.000000 Penalty: 6285.501465
	Iteration 1F: 3 clusters Score -3.643399e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170523 members 
Mstep: Class 2 contains 148297 members 
Entering Unmasked Estep 
Score: -36435564.000000 Penalty: 6285.501465
	Iteration 2Q: 3 clusters Score -3.643556e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177177 members 
Mstep: Class 2 contains 141643 members 
Entering Unmasked Estep 
Score: -36437868.000000 Penalty: 6285.501465
	Iteration 3Q: 3 clusters Score -3.643787e+07 nChanged 12047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187744 members 
Mstep: Class 2 contains 131076 members 
Entering Unmasked Estep 
Score: -36441896.000000 Penalty: 6285.501465
	Iteration 4Q: 3 clusters Score -3.64419e+07 nChanged 16725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203661 members 
Mstep: Class 2 contains 115159 members 
Entering Unmasked Estep 
Score: -36450056.000000 Penalty: 6285.501465
	Iteration 5F: 3 clusters Score -3.645006e+07 nChanged 22755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226086 members 
Mstep: Class 2 contains 92734 members 
Entering Unmasked Estep 
Score: -36465044.000000 Penalty: 6285.501465
	Iteration 6F: 3 clusters Score -3.646504e+07 nChanged 28397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254377 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -36487832.000000 Penalty: 6285.501465
	Iteration 7F: 3 clusters Score -3.648783e+07 nChanged 28667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282998 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -36514424.000000 Penalty: 6285.501465
	Iteration 8F: 3 clusters Score -3.651442e+07 nChanged 20805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303799 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -36528944.000000 Penalty: 6285.501465
	Iteration 9F: 3 clusters Score -3.652894e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314162 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -36530052.000000 Penalty: 6285.501465
	Iteration 10Q: 3 clusters Score -3.653005e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317504 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -36529324.000000 Penalty: 6285.501465
	Iteration 11Q: 3 clusters Score -3.652932e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318250 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -36529204.000000 Penalty: 6285.501465
	Iteration 12Q: 3 clusters Score -3.65292e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318383 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -36529244.000000 Penalty: 6285.501465
	Iteration 13Q: 3 clusters Score -3.652924e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318428 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36529228.000000 Penalty: 6285.501465
	Iteration 14Q: 3 clusters Score -3.652923e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318450 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -36529312.000000 Penalty: 6285.501465
	Iteration 15Q: 3 clusters Score -3.652931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318453 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -36529332.000000 Penalty: 6285.501465
	Iteration 16Q: 3 clusters Score -3.652933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318451 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -36529344.000000 Penalty: 6285.501465
	Iteration 17Q: 3 clusters Score -3.652934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318455 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -36529320.000000 Penalty: 6285.501465
	Iteration 18Q: 3 clusters Score -3.652932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318458 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -36529324.000000 Penalty: 6285.501465
	Iteration 19Q: 3 clusters Score -3.652932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318461 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36529332.000000 Penalty: 6285.501465
	Iteration 20F: 3 clusters Score -3.652933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318459 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36529360.000000 Penalty: 6285.501465
	Iteration 21Q: 3 clusters Score -3.652936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318460 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -36529364.000000 Penalty: 6285.501465
	Iteration 22Q: 3 clusters Score -3.652936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318462 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36529368.000000 Penalty: 6285.501465
	Iteration 23Q: 3 clusters Score -3.652937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318460 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -36529352.000000 Penalty: 6285.501465
	Iteration 24Q: 3 clusters Score -3.652935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318463 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -36529364.000000 Penalty: 6285.501465
	Iteration 25Q: 3 clusters Score -3.652936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318465 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36529348.000000 Penalty: 6285.501465
	Iteration 26Q: 3 clusters Score -3.652935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318465 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36529384.000000 Penalty: 6285.501465
	Iteration 27Q: 3 clusters Score -3.652938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318461 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36529388.000000 Penalty: 6285.501465
	Iteration 28Q: 3 clusters Score -3.652939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318460 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -36529372.000000 Penalty: 6285.501465
	Iteration 29Q: 3 clusters Score -3.652937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318460 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -36529392.000000 Penalty: 6285.501465
	Iteration 30Q: 3 clusters Score -3.652939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318461 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36529388.000000 Penalty: 6285.501465
	Iteration 31Q: 3 clusters Score -3.652939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318462 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36529408.000000 Penalty: 6285.501465
	Iteration 32Q: 3 clusters Score -3.652941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318462 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36529408.000000 Penalty: 6285.501465
	Iteration 33F: 3 clusters Score -3.652941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114574 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 8 contains 65883 members 
Mstep: Class 10 contains 14999 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 5460 members 
Mstep: Class 13 contains 24442 members 
Mstep: Class 14 contains 43468 members 
Mstep: Class 15 contains 7917 members 
Mstep: Class 16 contains 1361 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 318820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92675808.000000 Penalty: 70917.242188
Iteration 79Q: 22 clusters Score -9.267581e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 115070 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 12572 members 
Mstep: Class 8 contains 65837 members 
Mstep: Class 9 contains 2147 members 
Mstep: Class 10 contains 15265 members 
Mstep: Class 11 contains 4019 members 
Mstep: Class 12 contains 5534 members 
Mstep: Class 13 contains 24379 members 
Mstep: Class 14 contains 43463 members 
Mstep: Class 15 contains 8598 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 15665 members 
Mstep: Class 18 contains 409 members 
Mstep: Class 19 contains 319016 members 
Mstep: Class 20 contains 176121 members 
Mstep: Class 21 contains 595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680312.000000 Penalty: 70917.242188
Iteration 80F: 22 clusters Score -9.268031e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 115314 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 4319 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 12831 members 
Mstep: Class 8 contains 65744 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 15709 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 5634 members 
Mstep: Class 13 contains 24174 members 
Mstep: Class 14 contains 43409 members 
Mstep: Class 15 contains 9141 members 
Mstep: Class 16 contains 1353 members 
Mstep: Class 17 contains 15624 members 
Mstep: Class 18 contains 411 members 
Mstep: Class 19 contains 318392 members 
Mstep: Class 20 contains 175445 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92682752.000000 Penalty: 70917.242188
Iteration 81Q: 22 clusters Score -9.268275e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 115570 members 
Mstep: Class 3 contains 986 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 7 contains 13099 members 
Mstep: Class 8 contains 65660 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 16185 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 5734 members 
Mstep: Class 13 contains 24026 members 
Mstep: Class 14 contains 43308 members 
Mstep: Class 15 contains 9590 members 
Mstep: Class 16 contains 1352 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 411 members 
Mstep: Class 19 contains 318029 members 
Mstep: Class 20 contains 174503 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92684496.000000 Penalty: 70917.242188
Iteration 82Q: 22 clusters Score -9.26845e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 115819 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 13330 members 
Mstep: Class 8 contains 65595 members 
Mstep: Class 9 contains 2238 members 
Mstep: Class 10 contains 16578 members 
Mstep: Class 11 contains 4019 members 
Mstep: Class 12 contains 5824 members 
Mstep: Class 13 contains 23894 members 
Mstep: Class 14 contains 43162 members 
Mstep: Class 15 contains 10047 members 
Mstep: Class 16 contains 1350 members 
Mstep: Class 17 contains 15611 members 
Mstep: Class 18 contains 411 members 
Mstep: Class 19 contains 317901 members 
Mstep: Class 20 contains 173485 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92685680.000000 Penalty: 70917.242188
Iteration 83Q: 22 clusters Score -9.268568e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 116043 members 
Mstep: Class 3 contains 1043 members 
Mstep: Class 4 contains 2175 members 
Mstep: Class 5 contains 4313 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 13509 members 
Mstep: Class 8 contains 65509 members 
Mstep: Class 9 contains 2260 members 
Mstep: Class 10 contains 16936 members 
Mstep: Class 11 contains 4020 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 23815 members 
Mstep: Class 14 contains 43022 members 
Mstep: Class 15 contains 10472 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 317821 members 
Mstep: Class 20 contains 172579 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686480.000000 Penalty: 70917.242188
Iteration 84Q: 22 clusters Score -9.268648e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 116277 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 4313 members 
Mstep: Class 6 contains 797 members 
Mstep: Class 7 contains 13638 members 
Mstep: Class 8 contains 65434 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 17248 members 
Mstep: Class 11 contains 4020 members 
Mstep: Class 12 contains 5944 members 
Mstep: Class 13 contains 23728 members 
Mstep: Class 14 contains 42903 members 
Mstep: Class 15 contains 10905 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 15599 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 317889 members 
Mstep: Class 20 contains 171566 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686968.000000 Penalty: 70917.242188
Iteration 85Q: 22 clusters Score -9.268697e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 116517 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 4312 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 7 contains 13744 members 
Mstep: Class 8 contains 65370 members 
Mstep: Class 9 contains 2309 members 
Mstep: Class 10 contains 17491 members 
Mstep: Class 11 contains 4020 members 
Mstep: Class 12 contains 5996 members 
Mstep: Class 13 contains 23667 members 
Mstep: Class 14 contains 42791 members 
Mstep: Class 15 contains 11288 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 318076 members 
Mstep: Class 20 contains 170526 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687736.000000 Penalty: 70917.242188
Iteration 86Q: 22 clusters Score -9.268774e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 116753 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 2181 members 
Mstep: Class 5 contains 4311 members 
Mstep: Class 6 contains 804 members 
Mstep: Class 7 contains 13833 members 
Mstep: Class 8 contains 65321 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 17715 members 
Mstep: Class 11 contains 4020 members 
Mstep: Class 12 contains 6030 members 
Mstep: Class 13 contains 23640 members 
Mstep: Class 14 contains 42683 members 
Mstep: Class 15 contains 11673 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 15628 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 318240 members 
Mstep: Class 20 contains 169543 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688000.000000 Penalty: 70917.242188
Iteration 87Q: 22 clusters Score -9.2688e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 117006 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 4309 members 
Mstep: Class 6 contains 804 members 
Mstep: Class 7 contains 13922 members 
Mstep: Class 8 contains 65280 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 17905 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 6057 members 
Mstep: Class 13 contains 23625 members 
Mstep: Class 14 contains 42585 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 318439 members 
Mstep: Class 20 contains 168543 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688216.000000 Penalty: 70917.242188
Iteration 88Q: 22 clusters Score -9.268822e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 117219 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 4308 members 
Mstep: Class 6 contains 807 members 
Mstep: Class 7 contains 13986 members 
Mstep: Class 8 contains 65250 members 
Mstep: Class 9 contains 2329 members 
Mstep: Class 10 contains 18086 members 
Mstep: Class 11 contains 4019 members 
Mstep: Class 12 contains 6092 members 
Mstep: Class 13 contains 23591 members 
Mstep: Class 14 contains 42512 members 
Mstep: Class 15 contains 12414 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 318613 members 
Mstep: Class 20 contains 167633 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688456.000000 Penalty: 70917.242188
Iteration 89Q: 22 clusters Score -9.268846e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 117424 members 
Mstep: Class 3 contains 1110 members 
Mstep: Class 4 contains 2186 members 
Mstep: Class 5 contains 4309 members 
Mstep: Class 6 contains 810 members 
Mstep: Class 7 contains 14038 members 
Mstep: Class 8 contains 65244 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 18241 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 6112 members 
Mstep: Class 13 contains 23575 members 
Mstep: Class 14 contains 42435 members 
Mstep: Class 15 contains 12725 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 15650 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 318786 members 
Mstep: Class 20 contains 166795 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689096.000000 Penalty: 70917.242188
Iteration 90Q: 22 clusters Score -9.26891e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 117600 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 4308 members 
Mstep: Class 6 contains 812 members 
Mstep: Class 7 contains 14082 members 
Mstep: Class 8 contains 65237 members 
Mstep: Class 9 contains 2337 members 
Mstep: Class 10 contains 18365 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 12 contains 6132 members 
Mstep: Class 13 contains 23567 members 
Mstep: Class 14 contains 42358 members 
Mstep: Class 15 contains 13018 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 15661 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 318949 members 
Mstep: Class 20 contains 166048 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689032.000000 Penalty: 70917.242188
Iteration 91Q: 22 clusters Score -9.268903e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 117801 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 4308 members 
Mstep: Class 6 contains 815 members 
Mstep: Class 7 contains 14124 members 
Mstep: Class 8 contains 65236 members 
Mstep: Class 9 contains 2340 members 
Mstep: Class 10 contains 18472 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 6145 members 
Mstep: Class 13 contains 23555 members 
Mstep: Class 14 contains 42291 members 
Mstep: Class 15 contains 13269 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 15666 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 319129 members 
Mstep: Class 20 contains 165320 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688984.000000 Penalty: 70917.242188
Iteration 92Q: 22 clusters Score -9.268898e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 118019 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 4307 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 14175 members 
Mstep: Class 8 contains 65223 members 
Mstep: Class 9 contains 2342 members 
Mstep: Class 10 contains 18571 members 
Mstep: Class 11 contains 4011 members 
Mstep: Class 12 contains 6155 members 
Mstep: Class 13 contains 23544 members 
Mstep: Class 14 contains 42244 members 
Mstep: Class 15 contains 13464 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 15677 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 319285 members 
Mstep: Class 20 contains 164645 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688992.000000 Penalty: 70917.242188
Iteration 93Q: 22 clusters Score -9.268899e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 118208 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 4306 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 14229 members 
Mstep: Class 8 contains 65209 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 18652 members 
Mstep: Class 11 contains 4010 members 
Mstep: Class 12 contains 6168 members 
Mstep: Class 13 contains 23543 members 
Mstep: Class 14 contains 42202 members 
Mstep: Class 15 contains 13645 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 319417 members 
Mstep: Class 20 contains 164037 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688992.000000 Penalty: 70917.242188
Iteration 94Q: 22 clusters Score -9.268899e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 118373 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 4305 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 14269 members 
Mstep: Class 8 contains 65202 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 18724 members 
Mstep: Class 11 contains 4007 members 
Mstep: Class 12 contains 6178 members 
Mstep: Class 13 contains 23546 members 
Mstep: Class 14 contains 42163 members 
Mstep: Class 15 contains 13799 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15691 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 319558 members 
Mstep: Class 20 contains 163489 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689088.000000 Penalty: 70917.242188
Iteration 95Q: 22 clusters Score -9.268909e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 118526 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 4305 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 14300 members 
Mstep: Class 8 contains 65194 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 10 contains 18790 members 
Mstep: Class 11 contains 4005 members 
Mstep: Class 12 contains 6188 members 
Mstep: Class 13 contains 23559 members 
Mstep: Class 14 contains 42124 members 
Mstep: Class 15 contains 13962 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15698 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 319691 members 
Mstep: Class 20 contains 162959 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689192.000000 Penalty: 70917.242188
Iteration 96Q: 22 clusters Score -9.268919e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 118649 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 4305 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 65194 members 
Mstep: Class 9 contains 2356 members 
Mstep: Class 10 contains 18834 members 
Mstep: Class 11 contains 4005 members 
Mstep: Class 12 contains 6195 members 
Mstep: Class 13 contains 23556 members 
Mstep: Class 14 contains 42103 members 
Mstep: Class 15 contains 14114 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15703 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 319790 members 
Mstep: Class 20 contains 162516 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689144.000000 Penalty: 70917.242188
Iteration 97Q: 22 clusters Score -9.268914e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 118774 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 4306 members 
Mstep: Class 6 contains 823 members 
Mstep: Class 7 contains 14361 members 
Mstep: Class 8 contains 65184 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 18874 members 
Mstep: Class 11 contains 4004 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 23549 members 
Mstep: Class 14 contains 42085 members 
Mstep: Class 15 contains 14249 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15706 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 319923 members 
Mstep: Class 20 contains 162076 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688976.000000 Penalty: 70917.242188
Iteration 98Q: 22 clusters Score -9.268898e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 118882 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 4306 members 
Mstep: Class 6 contains 823 members 
Mstep: Class 7 contains 14391 members 
Mstep: Class 8 contains 65175 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 18894 members 
Mstep: Class 11 contains 4003 members 
Mstep: Class 12 contains 6214 members 
Mstep: Class 13 contains 23542 members 
Mstep: Class 14 contains 42064 members 
Mstep: Class 15 contains 14373 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15711 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320048 members 
Mstep: Class 20 contains 161687 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688768.000000 Penalty: 70917.242188
Iteration 99Q: 22 clusters Score -9.268877e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119014 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 4304 members 
Mstep: Class 6 contains 823 members 
Mstep: Class 7 contains 14420 members 
Mstep: Class 8 contains 65176 members 
Mstep: Class 9 contains 2368 members 
Mstep: Class 10 contains 18911 members 
Mstep: Class 11 contains 4002 members 
Mstep: Class 12 contains 6223 members 
Mstep: Class 13 contains 23541 members 
Mstep: Class 14 contains 42046 members 
Mstep: Class 15 contains 14473 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15713 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320095 members 
Mstep: Class 20 contains 161367 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688768.000000 Penalty: 70917.242188
Iteration 100F: 22 clusters Score -9.268877e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119123 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 4303 members 
Mstep: Class 6 contains 823 members 
Mstep: Class 7 contains 14446 members 
Mstep: Class 8 contains 65166 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 18929 members 
Mstep: Class 11 contains 4002 members 
Mstep: Class 12 contains 6226 members 
Mstep: Class 13 contains 23539 members 
Mstep: Class 14 contains 42034 members 
Mstep: Class 15 contains 14553 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15720 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320145 members 
Mstep: Class 20 contains 161091 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688776.000000 Penalty: 70917.242188
Iteration 101Q: 22 clusters Score -9.268878e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119227 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 825 members 
Mstep: Class 7 contains 14471 members 
Mstep: Class 8 contains 65171 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 18941 members 
Mstep: Class 11 contains 4002 members 
Mstep: Class 12 contains 6229 members 
Mstep: Class 13 contains 23532 members 
Mstep: Class 14 contains 42018 members 
Mstep: Class 15 contains 14623 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15725 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320186 members 
Mstep: Class 20 contains 160845 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688608.000000 Penalty: 70917.242188
Iteration 102Q: 22 clusters Score -9.268861e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119314 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 826 members 
Mstep: Class 7 contains 14493 members 
Mstep: Class 8 contains 65166 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 18947 members 
Mstep: Class 11 contains 4001 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 23534 members 
Mstep: Class 14 contains 42006 members 
Mstep: Class 15 contains 14680 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15728 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320228 members 
Mstep: Class 20 contains 160637 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688544.000000 Penalty: 70917.242188
Iteration 103Q: 22 clusters Score -9.268854e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119398 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 14519 members 
Mstep: Class 8 contains 65163 members 
Mstep: Class 9 contains 2384 members 
Mstep: Class 10 contains 18956 members 
Mstep: Class 11 contains 4001 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 13 contains 23530 members 
Mstep: Class 14 contains 41992 members 
Mstep: Class 15 contains 14729 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15734 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320267 members 
Mstep: Class 20 contains 160439 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688432.000000 Penalty: 70917.242188
Iteration 104Q: 22 clusters Score -9.268843e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119452 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 828 members 
Mstep: Class 7 contains 14541 members 
Mstep: Class 8 contains 65168 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18973 members 
Mstep: Class 11 contains 4001 members 
Mstep: Class 12 contains 6240 members 
Mstep: Class 13 contains 23526 members 
Mstep: Class 14 contains 41977 members 
Mstep: Class 15 contains 14777 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15736 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320308 members 
Mstep: Class 20 contains 160260 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688576.000000 Penalty: 70917.242188
Iteration 105Q: 22 clusters Score -9.268858e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119489 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 14565 members 
Mstep: Class 8 contains 65172 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 18986 members 
Mstep: Class 11 contains 4001 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 23522 members 
Mstep: Class 14 contains 41962 members 
Mstep: Class 15 contains 14820 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15736 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320364 members 
Mstep: Class 20 contains 160095 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688592.000000 Penalty: 70917.242188
Iteration 106Q: 22 clusters Score -9.268859e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119542 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14588 members 
Mstep: Class 8 contains 65177 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 18988 members 
Mstep: Class 11 contains 3999 members 
Mstep: Class 12 contains 6245 members 
Mstep: Class 13 contains 23520 members 
Mstep: Class 14 contains 41954 members 
Mstep: Class 15 contains 14856 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15735 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320418 members 
Mstep: Class 20 contains 159931 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688376.000000 Penalty: 70917.242188
Iteration 107Q: 22 clusters Score -9.268838e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119579 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14601 members 
Mstep: Class 8 contains 65178 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 18993 members 
Mstep: Class 11 contains 3998 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 23520 members 
Mstep: Class 14 contains 41945 members 
Mstep: Class 15 contains 14888 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15740 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320478 members 
Mstep: Class 20 contains 159781 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688304.000000 Penalty: 70917.242188
Iteration 108Q: 22 clusters Score -9.26883e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119608 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14617 members 
Mstep: Class 8 contains 65181 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 18994 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6249 members 
Mstep: Class 13 contains 23521 members 
Mstep: Class 14 contains 41938 members 
Mstep: Class 15 contains 14912 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15742 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320548 members 
Mstep: Class 20 contains 159644 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688192.000000 Penalty: 70917.242188
Iteration 109Q: 22 clusters Score -9.268819e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119641 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14633 members 
Mstep: Class 8 contains 65191 members 
Mstep: Class 9 contains 2398 members 
Mstep: Class 10 contains 18998 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 23522 members 
Mstep: Class 14 contains 41933 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15744 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320555 members 
Mstep: Class 20 contains 159546 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688208.000000 Penalty: 70917.242188
Iteration 110Q: 22 clusters Score -9.268821e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119681 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14645 members 
Mstep: Class 8 contains 65193 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 18999 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 23522 members 
Mstep: Class 14 contains 41923 members 
Mstep: Class 15 contains 14960 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15749 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320581 members 
Mstep: Class 20 contains 159446 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688176.000000 Penalty: 70917.242188
Iteration 111Q: 22 clusters Score -9.268818e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119712 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14657 members 
Mstep: Class 8 contains 65195 members 
Mstep: Class 9 contains 2404 members 
Mstep: Class 10 contains 19002 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 23516 members 
Mstep: Class 14 contains 41917 members 
Mstep: Class 15 contains 14981 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15748 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320590 members 
Mstep: Class 20 contains 159376 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688112.000000 Penalty: 70917.242188
Iteration 112Q: 22 clusters Score -9.268811e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119742 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14666 members 
Mstep: Class 8 contains 65191 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19003 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 23515 members 
Mstep: Class 14 contains 41913 members 
Mstep: Class 15 contains 15003 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15746 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320601 members 
Mstep: Class 20 contains 159310 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688160.000000 Penalty: 70917.242188
Iteration 113Q: 22 clusters Score -9.268816e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119769 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14678 members 
Mstep: Class 8 contains 65187 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19005 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 23513 members 
Mstep: Class 14 contains 41902 members 
Mstep: Class 15 contains 15023 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15744 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320613 members 
Mstep: Class 20 contains 159255 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688088.000000 Penalty: 70917.242188
Iteration 114Q: 22 clusters Score -9.268809e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119795 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14687 members 
Mstep: Class 8 contains 65188 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19008 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6255 members 
Mstep: Class 13 contains 23510 members 
Mstep: Class 14 contains 41897 members 
Mstep: Class 15 contains 15048 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15744 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320598 members 
Mstep: Class 20 contains 159212 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688096.000000 Penalty: 70917.242188
Iteration 115Q: 22 clusters Score -9.26881e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119820 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14695 members 
Mstep: Class 8 contains 65184 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19007 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6256 members 
Mstep: Class 13 contains 23510 members 
Mstep: Class 14 contains 41896 members 
Mstep: Class 15 contains 15063 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15746 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320589 members 
Mstep: Class 20 contains 159175 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688144.000000 Penalty: 70917.242188
Iteration 116Q: 22 clusters Score -9.268814e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119832 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 14702 members 
Mstep: Class 8 contains 65177 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19006 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6257 members 
Mstep: Class 13 contains 23509 members 
Mstep: Class 14 contains 41896 members 
Mstep: Class 15 contains 15083 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15746 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320591 members 
Mstep: Class 20 contains 159142 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688168.000000 Penalty: 70917.242188
Iteration 117Q: 22 clusters Score -9.268817e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119845 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 14707 members 
Mstep: Class 8 contains 65169 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19010 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6259 members 
Mstep: Class 13 contains 23507 members 
Mstep: Class 14 contains 41895 members 
Mstep: Class 15 contains 15107 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15747 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320595 members 
Mstep: Class 20 contains 159098 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688072.000000 Penalty: 70917.242188
Iteration 118Q: 22 clusters Score -9.268807e+07 nChanged 113
Entering ConstructFrom: 
Score: -92688072.000000 Penalty: 70917.242188
Entering ConstructFrom: 
Trying to split cluster 1 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -62966.851562 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -62966.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61415.585938 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -61415.59 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61783.195312 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -61783.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62001.535156 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -62001.54 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62310.531250 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -62310.53 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62666.898438 Penalty: 3232.764893
	Iteration 4F: 3 clusters Score -62666.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63062.722656 Penalty: 3232.764893
	Iteration 5F: 3 clusters Score -63062.72 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -63400.535156 Penalty: 3232.764893
	Iteration 6F: 3 clusters Score -63400.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63559.496094 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -63559.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -63638.761719 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -63638.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -63707.933594 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -63707.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -63772.179688 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -63772.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63805.460938 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -63805.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63822.558594 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -63822.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63830.246094 Penalty: 3232.764893
	Iteration 13Q: 3 clusters Score -63830.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63836.253906 Penalty: 3232.764893
	Iteration 14F: 3 clusters Score -63836.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63850.589844 Penalty: 3232.764893
	Iteration 15Q: 3 clusters Score -63850.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63855.496094 Penalty: 3232.764893
	Iteration 16Q: 3 clusters Score -63855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -63867.832031 Penalty: 3232.764893
	Iteration 17Q: 3 clusters Score -63867.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -63886.238281 Penalty: 3232.764893
	Iteration 18Q: 3 clusters Score -63886.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -63903.792969 Penalty: 3232.764893
	Iteration 19Q: 3 clusters Score -63903.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -63920.554688 Penalty: 3232.764893
	Iteration 20F: 3 clusters Score -63920.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -63931.183594 Penalty: 3232.764893
	Iteration 21Q: 3 clusters Score -63931.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -63932.710938 Penalty: 3232.764893
	Iteration 22Q: 3 clusters Score -63932.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63934.281250 Penalty: 3232.764893
	Iteration 23Q: 3 clusters Score -63934.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63934.281250 Penalty: 3232.764893
	Iteration 24F: 3 clusters Score -63934.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 119861 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14714 members 
Mstep: Class 8 contains 65165 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19010 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6259 members 
Mstep: Class 13 contains 23507 members 
Mstep: Class 14 contains 41891 members 
Mstep: Class 15 contains 15135 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15748 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320591 members 
Mstep: Class 20 contains 159057 members 
Mstep: Class 21 contains 594 members 
Mstep: Class 22 contains 188 members 
Entering Unmasked Estep 
Score: -92687344.000000 Penalty: 74294.250000
Splitting cluster 1 changes total score from -92688072.000000 to -92687344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (119861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119861 members 
Entering Unmasked Estep 
Score: -13993207.000000 Penalty: 2900.133789
	Iteration 0F: 2 clusters Score -1.399321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -13912737.000000 Penalty: 5800.267578
	Iteration 0F: 3 clusters Score -1.391274e+07 nChanged 56982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -13945569.000000 Penalty: 5800.267578
	Iteration 1F: 3 clusters Score -1.394557e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -13946460.000000 Penalty: 5800.267578
	Iteration 2Q: 3 clusters Score -1.394646e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -13947568.000000 Penalty: 5800.267578
	Iteration 3Q: 3 clusters Score -1.394757e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -13948878.000000 Penalty: 5800.267578
	Iteration 4Q: 3 clusters Score -1.394888e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -13950624.000000 Penalty: 5800.267578
	Iteration 5Q: 3 clusters Score -1.395062e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -13953102.000000 Penalty: 5800.267578
	Iteration 6Q: 3 clusters Score -1.39531e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -13956993.000000 Penalty: 5800.267578
	Iteration 7F: 3 clusters Score -1.395699e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -13963042.000000 Penalty: 5800.267578
	Iteration 8F: 3 clusters Score -1.396304e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -13970937.000000 Penalty: 5800.267578
	Iteration 9F: 3 clusters Score -1.397094e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -13978012.000000 Penalty: 5800.267578
	Iteration 10F: 3 clusters Score -1.397801e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -13981950.000000 Penalty: 5800.267578
	Iteration 11Q: 3 clusters Score -1.398195e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -13983926.000000 Penalty: 5800.267578
	Iteration 12Q: 3 clusters Score -1.398393e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -13985532.000000 Penalty: 5800.267578
	Iteration 13Q: 3 clusters Score -1.398553e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 66750 members 
Entering Unmasked Estep 
Score: -13986653.000000 Penalty: 5800.267578
	Iteration 14Q: 3 clusters Score -1.398665e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -13987630.000000 Penalty: 5800.267578
	Iteration 15Q: 3 clusters Score -1.398763e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -13988334.000000 Penalty: 5800.267578
	Iteration 16Q: 3 clusters Score -1.398833e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 70651 members 
Entering Unmasked Estep 
Score: -13988862.000000 Penalty: 5800.267578
	Iteration 17Q: 3 clusters Score -1.398886e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -13989104.000000 Penalty: 5800.267578
	Iteration 18Q: 3 clusters Score -1.39891e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
Score: -13989370.000000 Penalty: 5800.267578
	Iteration 19Q: 3 clusters Score -1.398937e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -13989502.000000 Penalty: 5800.267578
	Iteration 20F: 3 clusters Score -1.39895e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 73944 members 
Entering Unmasked Estep 
Score: -13989560.000000 Penalty: 5800.267578
	Iteration 21Q: 3 clusters Score -1.398956e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -13989545.000000 Penalty: 5800.267578
	Iteration 22Q: 3 clusters Score -1.398954e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -13989674.000000 Penalty: 5800.267578
	Iteration 23Q: 3 clusters Score -1.398967e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -13989759.000000 Penalty: 5800.267578
	Iteration 24Q: 3 clusters Score -1.398976e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
Score: -13989762.000000 Penalty: 5800.267578
	Iteration 25Q: 3 clusters Score -1.398976e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -13989790.000000 Penalty: 5800.267578
	Iteration 26Q: 3 clusters Score -1.398979e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 76681 members 
Entering Unmasked Estep 
Score: -13989815.000000 Penalty: 5800.267578
	Iteration 27Q: 3 clusters Score -1.398982e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -13989877.000000 Penalty: 5800.267578
	Iteration 28Q: 3 clusters Score -1.398988e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 77337 members 
Entering Unmasked Estep 
Score: -13989890.000000 Penalty: 5800.267578
	Iteration 29Q: 3 clusters Score -1.398989e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 77632 members 
Entering Unmasked Estep 
Score: -13989915.000000 Penalty: 5800.267578
	Iteration 30Q: 3 clusters Score -1.398992e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -13989942.000000 Penalty: 5800.267578
	Iteration 31Q: 3 clusters Score -1.398994e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
Score: -13989925.000000 Penalty: 5800.267578
	Iteration 32Q: 3 clusters Score -1.398992e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -13989936.000000 Penalty: 5800.267578
	Iteration 33Q: 3 clusters Score -1.398994e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -13989948.000000 Penalty: 5800.267578
	Iteration 34Q: 3 clusters Score -1.398995e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -13989960.000000 Penalty: 5800.267578
	Iteration 35Q: 3 clusters Score -1.398996e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -13989983.000000 Penalty: 5800.267578
	Iteration 36Q: 3 clusters Score -1.398998e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 78860 members 
Entering Unmasked Estep 
Score: -13989984.000000 Penalty: 5800.267578
	Iteration 37Q: 3 clusters Score -1.398998e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -13989968.000000 Penalty: 5800.267578
	Iteration 38Q: 3 clusters Score -1.398997e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -13989964.000000 Penalty: 5800.267578
	Iteration 39Q: 3 clusters Score -1.398996e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -13989972.000000 Penalty: 5800.267578
	Iteration 40F: 3 clusters Score -1.398997e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -13989983.000000 Penalty: 5800.267578
	Iteration 41Q: 3 clusters Score -1.398998e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 79200 members 
Entering Unmasked Estep 
Score: -13989997.000000 Penalty: 5800.267578
	Iteration 42Q: 3 clusters Score -1.399e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -13989978.000000 Penalty: 5800.267578
	Iteration 43Q: 3 clusters Score -1.398998e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 79274 members 
Entering Unmasked Estep 
Score: -13989980.000000 Penalty: 5800.267578
	Iteration 44Q: 3 clusters Score -1.398998e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -13989987.000000 Penalty: 5800.267578
	Iteration 45Q: 3 clusters Score -1.398999e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 79337 members 
Entering Unmasked Estep 
Score: -13990006.000000 Penalty: 5800.267578
	Iteration 46Q: 3 clusters Score -1.399001e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -13990009.000000 Penalty: 5800.267578
	Iteration 47Q: 3 clusters Score -1.399001e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -13990009.000000 Penalty: 5800.267578
	Iteration 48Q: 3 clusters Score -1.399001e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 79411 members 
Entering Unmasked Estep 
Score: -13990009.000000 Penalty: 5800.267578
	Iteration 49Q: 3 clusters Score -1.399001e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 79440 members 
Entering Unmasked Estep 
Score: -13990003.000000 Penalty: 5800.267578
	Iteration 50Q: 3 clusters Score -1.399e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -13990039.000000 Penalty: 5800.267578
	Iteration 51Q: 3 clusters Score -1.399004e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 79500 members 
Entering Unmasked Estep 
Score: -13990030.000000 Penalty: 5800.267578
	Iteration 52Q: 3 clusters Score -1.399003e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 79536 members 
Entering Unmasked Estep 
Score: -13990018.000000 Penalty: 5800.267578
	Iteration 53Q: 3 clusters Score -1.399002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -13990012.000000 Penalty: 5800.267578
	Iteration 54Q: 3 clusters Score -1.399001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -13990011.000000 Penalty: 5800.267578
	Iteration 55Q: 3 clusters Score -1.399001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
Score: -13990010.000000 Penalty: 5800.267578
	Iteration 56Q: 3 clusters Score -1.399001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -13990007.000000 Penalty: 5800.267578
	Iteration 57Q: 3 clusters Score -1.399001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 79613 members 
Entering Unmasked Estep 
Score: -13990012.000000 Penalty: 5800.267578
	Iteration 58Q: 3 clusters Score -1.399001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -13990007.000000 Penalty: 5800.267578
	Iteration 59Q: 3 clusters Score -1.399001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -13990014.000000 Penalty: 5800.267578
	Iteration 60F: 3 clusters Score -1.399001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -13990013.000000 Penalty: 5800.267578
	Iteration 61Q: 3 clusters Score -1.399001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -13990013.000000 Penalty: 5800.267578
	Iteration 62F: 3 clusters Score -1.399001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -128559.804688 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -128559.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -126558.250000 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -126558.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -126867.062500 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -126867.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -126941.562500 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -126941.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -126980.382812 Penalty: 3484.666992
	Iteration 3Q: 3 clusters Score -126980.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -127013.945312 Penalty: 3484.666992
	Iteration 4Q: 3 clusters Score -127013.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -127043.773438 Penalty: 3484.666992
	Iteration 5Q: 3 clusters Score -127043.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -127081.140625 Penalty: 3484.666992
	Iteration 6Q: 3 clusters Score -127081.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -127114.132812 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -127114.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -127132.617188 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -127132.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127147.835938 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -127147.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127168.031250 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -127168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -127182.460938 Penalty: 3484.666992
	Iteration 11Q: 3 clusters Score -127182.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -127196.757812 Penalty: 3484.666992
	Iteration 12Q: 3 clusters Score -127196.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -127210.234375 Penalty: 3484.666992
	Iteration 13Q: 3 clusters Score -127210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127222.515625 Penalty: 3484.666992
	Iteration 14Q: 3 clusters Score -127222.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -127237.304688 Penalty: 3484.666992
	Iteration 15Q: 3 clusters Score -127237.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -127247.742188 Penalty: 3484.666992
	Iteration 16Q: 3 clusters Score -127247.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -127255.398438 Penalty: 3484.666992
	Iteration 17Q: 3 clusters Score -127255.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -127265.960938 Penalty: 3484.666992
	Iteration 18Q: 3 clusters Score -127266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -127276.421875 Penalty: 3484.666992
	Iteration 19Q: 3 clusters Score -127276.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127287.640625 Penalty: 3484.666992
	Iteration 20F: 3 clusters Score -127287.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -127302.726562 Penalty: 3484.666992
	Iteration 21Q: 3 clusters Score -127302.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127309.992188 Penalty: 3484.666992
	Iteration 22Q: 3 clusters Score -127310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -127316.429688 Penalty: 3484.666992
	Iteration 23Q: 3 clusters Score -127316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -127321.328125 Penalty: 3484.666992
	Iteration 24Q: 3 clusters Score -127321.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -127324.437500 Penalty: 3484.666992
	Iteration 25Q: 3 clusters Score -127324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127326.835938 Penalty: 3484.666992
	Iteration 26Q: 3 clusters Score -127326.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -127327.117188 Penalty: 3484.666992
	Iteration 27Q: 3 clusters Score -127327.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -127329.445312 Penalty: 3484.666992
	Iteration 28Q: 3 clusters Score -127329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -127332.539062 Penalty: 3484.666992
	Iteration 29Q: 3 clusters Score -127332.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -127334.554688 Penalty: 3484.666992
	Iteration 30Q: 3 clusters Score -127334.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127335.890625 Penalty: 3484.666992
	Iteration 31Q: 3 clusters Score -127335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -127337.085938 Penalty: 3484.666992
	Iteration 32Q: 3 clusters Score -127337.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -127337.085938 Penalty: 3484.666992
	Iteration 33F: 3 clusters Score -127337.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -222440.453125 Penalty: 1907.983398
	Iteration 0F: 2 clusters Score -222440.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -219689.234375 Penalty: 3815.966797
	Iteration 0F: 3 clusters Score -219689.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -220273.843750 Penalty: 3815.966797
	Iteration 1F: 3 clusters Score -220273.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -220465.937500 Penalty: 3815.966797
	Iteration 2F: 3 clusters Score -220465.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -220555.578125 Penalty: 3815.966797
	Iteration 3Q: 3 clusters Score -220555.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -220615.203125 Penalty: 3815.966797
	Iteration 4Q: 3 clusters Score -220615.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -220664.843750 Penalty: 3815.966797
	Iteration 5Q: 3 clusters Score -220664.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -220701.890625 Penalty: 3815.966797
	Iteration 6Q: 3 clusters Score -220701.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -220732.453125 Penalty: 3815.966797
	Iteration 7Q: 3 clusters Score -220732.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -220751.546875 Penalty: 3815.966797
	Iteration 8Q: 3 clusters Score -220751.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -220767.703125 Penalty: 3815.966797
	Iteration 9Q: 3 clusters Score -220767.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -220781.859375 Penalty: 3815.966797
	Iteration 10Q: 3 clusters Score -220781.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -220795.265625 Penalty: 3815.966797
	Iteration 11Q: 3 clusters Score -220795.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -220803.609375 Penalty: 3815.966797
	Iteration 12Q: 3 clusters Score -220803.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -220808.828125 Penalty: 3815.966797
	Iteration 13Q: 3 clusters Score -220808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -220813.609375 Penalty: 3815.966797
	Iteration 14Q: 3 clusters Score -220813.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -220823.281250 Penalty: 3815.966797
	Iteration 15Q: 3 clusters Score -220823.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -220833.125000 Penalty: 3815.966797
	Iteration 16Q: 3 clusters Score -220833.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -220837.031250 Penalty: 3815.966797
	Iteration 17Q: 3 clusters Score -220837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -220844.609375 Penalty: 3815.966797
	Iteration 18Q: 3 clusters Score -220844.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -220850.703125 Penalty: 3815.966797
	Iteration 19Q: 3 clusters Score -220850.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -220859.890625 Penalty: 3815.966797
	Iteration 20F: 3 clusters Score -220859.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -220870.312500 Penalty: 3815.966797
	Iteration 21Q: 3 clusters Score -220870.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -220879.671875 Penalty: 3815.966797
	Iteration 22Q: 3 clusters Score -220879.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -220890.515625 Penalty: 3815.966797
	Iteration 23Q: 3 clusters Score -220890.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -220898.406250 Penalty: 3815.966797
	Iteration 24Q: 3 clusters Score -220898.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -220903.437500 Penalty: 3815.966797
	Iteration 25Q: 3 clusters Score -220903.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -220909.859375 Penalty: 3815.966797
	Iteration 26Q: 3 clusters Score -220909.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -220915.109375 Penalty: 3815.966797
	Iteration 27Q: 3 clusters Score -220915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -220919.531250 Penalty: 3815.966797
	Iteration 28Q: 3 clusters Score -220919.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -220926.656250 Penalty: 3815.966797
	Iteration 29Q: 3 clusters Score -220926.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -220933.562500 Penalty: 3815.966797
	Iteration 30Q: 3 clusters Score -220933.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -220946.656250 Penalty: 3815.966797
	Iteration 31Q: 3 clusters Score -220946.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -220960.171875 Penalty: 3815.966797
	Iteration 32Q: 3 clusters Score -220960.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -220968.046875 Penalty: 3815.966797
	Iteration 33Q: 3 clusters Score -220968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -220973.953125 Penalty: 3815.966797
	Iteration 34Q: 3 clusters Score -220974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -220976.703125 Penalty: 3815.966797
	Iteration 35Q: 3 clusters Score -220976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -220977.406250 Penalty: 3815.966797
	Iteration 36Q: 3 clusters Score -220977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -220978.453125 Penalty: 3815.966797
	Iteration 37Q: 3 clusters Score -220978.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -220982.343750 Penalty: 3815.966797
	Iteration 38Q: 3 clusters Score -220982.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -220986.531250 Penalty: 3815.966797
	Iteration 39Q: 3 clusters Score -220986.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -220989.453125 Penalty: 3815.966797
	Iteration 40F: 3 clusters Score -220989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -220990.343750 Penalty: 3815.966797
	Iteration 41Q: 3 clusters Score -220990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -220990.343750 Penalty: 3815.966797
	Iteration 42F: 3 clusters Score -220990.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Entering Unmasked Estep 
Score: -492744.687500 Penalty: 2074.802002
	Iteration 0F: 2 clusters Score -492744.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -488697.093750 Penalty: 4149.604004
	Iteration 0F: 3 clusters Score -488697.1 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -489630.968750 Penalty: 4149.604004
	Iteration 1F: 3 clusters Score -489631 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -489814.625000 Penalty: 4149.604004
	Iteration 2F: 3 clusters Score -489814.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -489935.718750 Penalty: 4149.604004
	Iteration 3Q: 3 clusters Score -489935.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -490032.312500 Penalty: 4149.604004
	Iteration 4Q: 3 clusters Score -490032.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -490110.531250 Penalty: 4149.604004
	Iteration 5Q: 3 clusters Score -490110.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -490164.281250 Penalty: 4149.604004
	Iteration 6Q: 3 clusters Score -490164.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -490208.281250 Penalty: 4149.604004
	Iteration 7Q: 3 clusters Score -490208.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -490246.937500 Penalty: 4149.604004
	Iteration 8Q: 3 clusters Score -490246.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -490278.281250 Penalty: 4149.604004
	Iteration 9Q: 3 clusters Score -490278.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -490295.375000 Penalty: 4149.604004
	Iteration 10Q: 3 clusters Score -490295.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -490317.593750 Penalty: 4149.604004
	Iteration 11Q: 3 clusters Score -490317.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -490346.406250 Penalty: 4149.604004
	Iteration 12Q: 3 clusters Score -490346.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -490362.812500 Penalty: 4149.604004
	Iteration 13Q: 3 clusters Score -490362.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -490379.125000 Penalty: 4149.604004
	Iteration 14Q: 3 clusters Score -490379.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -490395.437500 Penalty: 4149.604004
	Iteration 15Q: 3 clusters Score -490395.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -490411.187500 Penalty: 4149.604004
	Iteration 16Q: 3 clusters Score -490411.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -490425.125000 Penalty: 4149.604004
	Iteration 17Q: 3 clusters Score -490425.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -490438.187500 Penalty: 4149.604004
	Iteration 18Q: 3 clusters Score -490438.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -490451.843750 Penalty: 4149.604004
	Iteration 19Q: 3 clusters Score -490451.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -490462.281250 Penalty: 4149.604004
	Iteration 20F: 3 clusters Score -490462.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -490474.687500 Penalty: 4149.604004
	Iteration 21Q: 3 clusters Score -490474.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -490486.406250 Penalty: 4149.604004
	Iteration 22Q: 3 clusters Score -490486.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -490499.812500 Penalty: 4149.604004
	Iteration 23Q: 3 clusters Score -490499.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -490513.781250 Penalty: 4149.604004
	Iteration 24Q: 3 clusters Score -490513.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -490527.781250 Penalty: 4149.604004
	Iteration 25Q: 3 clusters Score -490527.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -490541.343750 Penalty: 4149.604004
	Iteration 26Q: 3 clusters Score -490541.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -490560.593750 Penalty: 4149.604004
	Iteration 27Q: 3 clusters Score -490560.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -490578.781250 Penalty: 4149.604004
	Iteration 28Q: 3 clusters Score -490578.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -490607.531250 Penalty: 4149.604004
	Iteration 29Q: 3 clusters Score -490607.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -490638.250000 Penalty: 4149.604004
	Iteration 30Q: 3 clusters Score -490638.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -490673.625000 Penalty: 4149.604004
	Iteration 31Q: 3 clusters Score -490673.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -490709.562500 Penalty: 4149.604004
	Iteration 32Q: 3 clusters Score -490709.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -490747.375000 Penalty: 4149.604004
	Iteration 33Q: 3 clusters Score -490747.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -490780.156250 Penalty: 4149.604004
	Iteration 34Q: 3 clusters Score -490780.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -490810.281250 Penalty: 4149.604004
	Iteration 35Q: 3 clusters Score -490810.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -490835.593750 Penalty: 4149.604004
	Iteration 36Q: 3 clusters Score -490835.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -490857.843750 Penalty: 4149.604004
	Iteration 37Q: 3 clusters Score -490857.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -490887.187500 Penalty: 4149.604004
	Iteration 38Q: 3 clusters Score -490887.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -490920.593750 Penalty: 4149.604004
	Iteration 39Q: 3 clusters Score -490920.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -490951.843750 Penalty: 4149.604004
	Iteration 40F: 3 clusters Score -490951.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -490980.218750 Penalty: 4149.604004
	Iteration 41Q: 3 clusters Score -490980.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -490998.937500 Penalty: 4149.604004
	Iteration 42Q: 3 clusters Score -490998.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -491014.187500 Penalty: 4149.604004
	Iteration 43Q: 3 clusters Score -491014.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -491022.625000 Penalty: 4149.604004
	Iteration 44Q: 3 clusters Score -491022.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -491027.312500 Penalty: 4149.604004
	Iteration 45Q: 3 clusters Score -491027.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -491031.312500 Penalty: 4149.604004
	Iteration 46Q: 3 clusters Score -491031.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -491036.375000 Penalty: 4149.604004
	Iteration 47Q: 3 clusters Score -491036.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -491041.468750 Penalty: 4149.604004
	Iteration 48Q: 3 clusters Score -491041.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -491047.375000 Penalty: 4149.604004
	Iteration 49Q: 3 clusters Score -491047.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -491053.187500 Penalty: 4149.604004
	Iteration 50Q: 3 clusters Score -491053.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -491058.937500 Penalty: 4149.604004
	Iteration 51Q: 3 clusters Score -491058.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -491065.625000 Penalty: 4149.604004
	Iteration 52Q: 3 clusters Score -491065.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -491070.468750 Penalty: 4149.604004
	Iteration 53Q: 3 clusters Score -491070.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -491077.375000 Penalty: 4149.604004
	Iteration 54Q: 3 clusters Score -491077.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -491082.343750 Penalty: 4149.604004
	Iteration 55Q: 3 clusters Score -491082.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -491085.968750 Penalty: 4149.604004
	Iteration 56Q: 3 clusters Score -491086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -491089.562500 Penalty: 4149.604004
	Iteration 57Q: 3 clusters Score -491089.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -491096.218750 Penalty: 4149.604004
	Iteration 58Q: 3 clusters Score -491096.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -491098.000000 Penalty: 4149.604004
	Iteration 59Q: 3 clusters Score -491098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -491100.218750 Penalty: 4149.604004
	Iteration 60F: 3 clusters Score -491100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -491103.718750 Penalty: 4149.604004
	Iteration 61Q: 3 clusters Score -491103.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -491105.875000 Penalty: 4149.604004
	Iteration 62Q: 3 clusters Score -491105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -491106.593750 Penalty: 4149.604004
	Iteration 63Q: 3 clusters Score -491106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -491106.593750 Penalty: 4149.604004
	Iteration 64F: 3 clusters Score -491106.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -91043.093750 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -91043.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -89179.609375 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -89179.61 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89444.328125 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -89444.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89532.250000 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -89532.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89573.945312 Penalty: 3333.827148
	Iteration 3Q: 3 clusters Score -89573.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89606.156250 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -89606.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -89620.750000 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -89620.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -89639.281250 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -89639.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -89655.960938 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -89655.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -89663.484375 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -89663.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89672.093750 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -89672.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -89679.445312 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -89679.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -89683.937500 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -89683.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89684.609375 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -89684.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -89684.843750 Penalty: 3333.827148
	Iteration 13Q: 3 clusters Score -89684.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -89684.843750 Penalty: 3333.827148
	Iteration 14F: 3 clusters Score -89684.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Entering Unmasked Estep 
Score: -1729236.250000 Penalty: 2379.945557
	Iteration 0F: 2 clusters Score -1729236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1718501.750000 Penalty: 4759.891113
	Iteration 0F: 3 clusters Score -1718502 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1721886.500000 Penalty: 4759.891113
	Iteration 1F: 3 clusters Score -1721886 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1722234.125000 Penalty: 4759.891113
	Iteration 2F: 3 clusters Score -1722234 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1722539.375000 Penalty: 4759.891113
	Iteration 3Q: 3 clusters Score -1722539 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1722819.875000 Penalty: 4759.891113
	Iteration 4Q: 3 clusters Score -1722820 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1723122.375000 Penalty: 4759.891113
	Iteration 5Q: 3 clusters Score -1723122 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1723419.375000 Penalty: 4759.891113
	Iteration 6Q: 3 clusters Score -1723419 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1723741.625000 Penalty: 4759.891113
	Iteration 7Q: 3 clusters Score -1723742 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1724040.125000 Penalty: 4759.891113
	Iteration 8Q: 3 clusters Score -1724040 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1724382.625000 Penalty: 4759.891113
	Iteration 9Q: 3 clusters Score -1724383 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1724727.750000 Penalty: 4759.891113
	Iteration 10Q: 3 clusters Score -1724728 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1725037.500000 Penalty: 4759.891113
	Iteration 11Q: 3 clusters Score -1725038 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1725297.250000 Penalty: 4759.891113
	Iteration 12Q: 3 clusters Score -1725297 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1725473.375000 Penalty: 4759.891113
	Iteration 13Q: 3 clusters Score -1725473 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1725594.750000 Penalty: 4759.891113
	Iteration 14Q: 3 clusters Score -1725595 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1725658.250000 Penalty: 4759.891113
	Iteration 15Q: 3 clusters Score -1725658 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1725713.875000 Penalty: 4759.891113
	Iteration 16Q: 3 clusters Score -1725714 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1725748.375000 Penalty: 4759.891113
	Iteration 17Q: 3 clusters Score -1725748 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1725789.000000 Penalty: 4759.891113
	Iteration 18Q: 3 clusters Score -1725789 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1725814.750000 Penalty: 4759.891113
	Iteration 19Q: 3 clusters Score -1725815 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1725847.500000 Penalty: 4759.891113
	Iteration 20F: 3 clusters Score -1725848 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1725884.750000 Penalty: 4759.891113
	Iteration 21Q: 3 clusters Score -1725885 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1725912.875000 Penalty: 4759.891113
	Iteration 22Q: 3 clusters Score -1725913 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1725954.375000 Penalty: 4759.891113
	Iteration 23Q: 3 clusters Score -1725954 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1725980.750000 Penalty: 4759.891113
	Iteration 24Q: 3 clusters Score -1725981 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1726001.000000 Penalty: 4759.891113
	Iteration 25Q: 3 clusters Score -1726001 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1726017.000000 Penalty: 4759.891113
	Iteration 26Q: 3 clusters Score -1726017 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1726041.500000 Penalty: 4759.891113
	Iteration 27Q: 3 clusters Score -1726042 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1726048.000000 Penalty: 4759.891113
	Iteration 28Q: 3 clusters Score -1726048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1726063.250000 Penalty: 4759.891113
	Iteration 29Q: 3 clusters Score -1726063 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1726072.250000 Penalty: 4759.891113
	Iteration 30Q: 3 clusters Score -1726072 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1726077.750000 Penalty: 4759.891113
	Iteration 31Q: 3 clusters Score -1726078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1726088.250000 Penalty: 4759.891113
	Iteration 32Q: 3 clusters Score -1726088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1726101.375000 Penalty: 4759.891113
	Iteration 33Q: 3 clusters Score -1726101 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1726105.375000 Penalty: 4759.891113
	Iteration 34Q: 3 clusters Score -1726105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1726114.625000 Penalty: 4759.891113
	Iteration 35Q: 3 clusters Score -1726115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1726120.875000 Penalty: 4759.891113
	Iteration 36Q: 3 clusters Score -1726121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1726125.500000 Penalty: 4759.891113
	Iteration 37Q: 3 clusters Score -1726126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1726136.750000 Penalty: 4759.891113
	Iteration 38Q: 3 clusters Score -1726137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1726142.750000 Penalty: 4759.891113
	Iteration 39Q: 3 clusters Score -1726143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1726149.625000 Penalty: 4759.891113
	Iteration 40F: 3 clusters Score -1726150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1726149.625000 Penalty: 4759.891113
	Iteration 41Q: 3 clusters Score -1726150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1726154.125000 Penalty: 4759.891113
	Iteration 42Q: 3 clusters Score -1726154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1726159.000000 Penalty: 4759.891113
	Iteration 43Q: 3 clusters Score -1726159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1726163.875000 Penalty: 4759.891113
	Iteration 44Q: 3 clusters Score -1726164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1726161.750000 Penalty: 4759.891113
	Iteration 45Q: 3 clusters Score -1726162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1726167.875000 Penalty: 4759.891113
	Iteration 46Q: 3 clusters Score -1726168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1726164.625000 Penalty: 4759.891113
	Iteration 47Q: 3 clusters Score -1726165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1726166.000000 Penalty: 4759.891113
	Iteration 48Q: 3 clusters Score -1726166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1726171.250000 Penalty: 4759.891113
	Iteration 49Q: 3 clusters Score -1726171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1726172.500000 Penalty: 4759.891113
	Iteration 50Q: 3 clusters Score -1726172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1726178.250000 Penalty: 4759.891113
	Iteration 51Q: 3 clusters Score -1726178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1726187.250000 Penalty: 4759.891113
	Iteration 52Q: 3 clusters Score -1726187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1726193.750000 Penalty: 4759.891113
	Iteration 53Q: 3 clusters Score -1726194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1726195.625000 Penalty: 4759.891113
	Iteration 54Q: 3 clusters Score -1726196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1726197.750000 Penalty: 4759.891113
	Iteration 55Q: 3 clusters Score -1726198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1726199.875000 Penalty: 4759.891113
	Iteration 56Q: 3 clusters Score -1726200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1726207.875000 Penalty: 4759.891113
	Iteration 57Q: 3 clusters Score -1726208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1726213.750000 Penalty: 4759.891113
	Iteration 58Q: 3 clusters Score -1726214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1726210.875000 Penalty: 4759.891113
	Iteration 59Q: 3 clusters Score -1726211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1726217.875000 Penalty: 4759.891113
	Iteration 60F: 3 clusters Score -1726218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1726219.625000 Penalty: 4759.891113
	Iteration 61Q: 3 clusters Score -1726220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1726226.500000 Penalty: 4759.891113
	Iteration 62Q: 3 clusters Score -1726226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1726226.625000 Penalty: 4759.891113
	Iteration 63Q: 3 clusters Score -1726227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1726224.125000 Penalty: 4759.891113
	Iteration 64Q: 3 clusters Score -1726224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1726223.625000 Penalty: 4759.891113
	Iteration 65Q: 3 clusters Score -1726224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1726224.750000 Penalty: 4759.891113
	Iteration 66Q: 3 clusters Score -1726225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1726224.000000 Penalty: 4759.891113
	Iteration 67Q: 3 clusters Score -1726224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1726224.000000 Penalty: 4759.891113
	Iteration 68Q: 3 clusters Score -1726224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1726224.625000 Penalty: 4759.891113
	Iteration 69Q: 3 clusters Score -1726225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1726224.625000 Penalty: 4759.891113
	Iteration 70Q: 3 clusters Score -1726225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1726227.375000 Penalty: 4759.891113
	Iteration 71Q: 3 clusters Score -1726227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1726229.625000 Penalty: 4759.891113
	Iteration 72Q: 3 clusters Score -1726230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1726229.125000 Penalty: 4759.891113
	Iteration 73Q: 3 clusters Score -1726229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1726230.000000 Penalty: 4759.891113
	Iteration 74Q: 3 clusters Score -1726230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1726230.375000 Penalty: 4759.891113
	Iteration 75Q: 3 clusters Score -1726230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1726232.000000 Penalty: 4759.891113
	Iteration 76Q: 3 clusters Score -1726232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1726228.250000 Penalty: 4759.891113
	Iteration 77Q: 3 clusters Score -1726228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1726234.750000 Penalty: 4759.891113
	Iteration 78Q: 3 clusters Score -1726235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1726237.500000 Penalty: 4759.891113
	Iteration 79Q: 3 clusters Score -1726238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1726239.000000 Penalty: 4759.891113
	Iteration 80F: 3 clusters Score -1726239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1726243.000000 Penalty: 4759.891113
	Iteration 81Q: 3 clusters Score -1726243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1726241.250000 Penalty: 4759.891113
	Iteration 82Q: 3 clusters Score -1726241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1726246.125000 Penalty: 4759.891113
	Iteration 83Q: 3 clusters Score -1726246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1726253.125000 Penalty: 4759.891113
	Iteration 84Q: 3 clusters Score -1726253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1726255.750000 Penalty: 4759.891113
	Iteration 85Q: 3 clusters Score -1726256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1726264.125000 Penalty: 4759.891113
	Iteration 86Q: 3 clusters Score -1726264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1726268.250000 Penalty: 4759.891113
	Iteration 87Q: 3 clusters Score -1726268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1726268.750000 Penalty: 4759.891113
	Iteration 88Q: 3 clusters Score -1726269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1726273.875000 Penalty: 4759.891113
	Iteration 89Q: 3 clusters Score -1726274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1726277.750000 Penalty: 4759.891113
	Iteration 90Q: 3 clusters Score -1726278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1726288.500000 Penalty: 4759.891113
	Iteration 91Q: 3 clusters Score -1726288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1726293.125000 Penalty: 4759.891113
	Iteration 92Q: 3 clusters Score -1726293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1726297.750000 Penalty: 4759.891113
	Iteration 93Q: 3 clusters Score -1726298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1726297.750000 Penalty: 4759.891113
	Iteration 94Q: 3 clusters Score -1726298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1726301.125000 Penalty: 4759.891113
	Iteration 95Q: 3 clusters Score -1726301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1726306.750000 Penalty: 4759.891113
	Iteration 96Q: 3 clusters Score -1726307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1726311.750000 Penalty: 4759.891113
	Iteration 97Q: 3 clusters Score -1726312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1726320.375000 Penalty: 4759.891113
	Iteration 98Q: 3 clusters Score -1726320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1726321.750000 Penalty: 4759.891113
	Iteration 99Q: 3 clusters Score -1726322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1726328.375000 Penalty: 4759.891113
	Iteration 100F: 3 clusters Score -1726328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1726330.500000 Penalty: 4759.891113
	Iteration 101Q: 3 clusters Score -1726330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1726335.500000 Penalty: 4759.891113
	Iteration 102Q: 3 clusters Score -1726336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1726339.500000 Penalty: 4759.891113
	Iteration 103Q: 3 clusters Score -1726340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1726342.375000 Penalty: 4759.891113
	Iteration 104Q: 3 clusters Score -1726342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1726347.125000 Penalty: 4759.891113
	Iteration 105Q: 3 clusters Score -1726347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1726355.375000 Penalty: 4759.891113
	Iteration 106Q: 3 clusters Score -1726355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1726362.750000 Penalty: 4759.891113
	Iteration 107Q: 3 clusters Score -1726363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1726367.125000 Penalty: 4759.891113
	Iteration 108Q: 3 clusters Score -1726367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1726362.875000 Penalty: 4759.891113
	Iteration 109Q: 3 clusters Score -1726363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1726366.125000 Penalty: 4759.891113
	Iteration 110Q: 3 clusters Score -1726366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1726371.875000 Penalty: 4759.891113
	Iteration 111Q: 3 clusters Score -1726372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1726382.750000 Penalty: 4759.891113
	Iteration 112Q: 3 clusters Score -1726383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1726391.000000 Penalty: 4759.891113
	Iteration 113Q: 3 clusters Score -1726391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1726390.875000 Penalty: 4759.891113
	Iteration 114Q: 3 clusters Score -1726391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1726394.125000 Penalty: 4759.891113
	Iteration 115Q: 3 clusters Score -1726394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1726400.500000 Penalty: 4759.891113
	Iteration 116Q: 3 clusters Score -1726400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1726406.875000 Penalty: 4759.891113
	Iteration 117Q: 3 clusters Score -1726407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1726408.125000 Penalty: 4759.891113
	Iteration 118Q: 3 clusters Score -1726408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1726416.000000 Penalty: 4759.891113
	Iteration 119Q: 3 clusters Score -1726416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1726418.000000 Penalty: 4759.891113
	Iteration 120F: 3 clusters Score -1726418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1726420.125000 Penalty: 4759.891113
	Iteration 121Q: 3 clusters Score -1726420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1726424.625000 Penalty: 4759.891113
	Iteration 122Q: 3 clusters Score -1726425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1726424.875000 Penalty: 4759.891113
	Iteration 123Q: 3 clusters Score -1726425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1726422.500000 Penalty: 4759.891113
	Iteration 124Q: 3 clusters Score -1726422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1726422.500000 Penalty: 4759.891113
	Iteration 125Q: 3 clusters Score -1726422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1726426.375000 Penalty: 4759.891113
	Iteration 126Q: 3 clusters Score -1726426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1726425.250000 Penalty: 4759.891113
	Iteration 127Q: 3 clusters Score -1726425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1726430.875000 Penalty: 4759.891113
	Iteration 128Q: 3 clusters Score -1726431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1726433.375000 Penalty: 4759.891113
	Iteration 129Q: 3 clusters Score -1726433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1726431.125000 Penalty: 4759.891113
	Iteration 130Q: 3 clusters Score -1726431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1726429.000000 Penalty: 4759.891113
	Iteration 131Q: 3 clusters Score -1726429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1726430.375000 Penalty: 4759.891113
	Iteration 132Q: 3 clusters Score -1726430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1726439.250000 Penalty: 4759.891113
	Iteration 133Q: 3 clusters Score -1726439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1726441.125000 Penalty: 4759.891113
	Iteration 134Q: 3 clusters Score -1726441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1726443.000000 Penalty: 4759.891113
	Iteration 135Q: 3 clusters Score -1726443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1726450.625000 Penalty: 4759.891113
	Iteration 136Q: 3 clusters Score -1726451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1726455.250000 Penalty: 4759.891113
	Iteration 137Q: 3 clusters Score -1726455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1726453.500000 Penalty: 4759.891113
	Iteration 138Q: 3 clusters Score -1726454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1726456.000000 Penalty: 4759.891113
	Iteration 139Q: 3 clusters Score -1726456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1726457.750000 Penalty: 4759.891113
	Iteration 140F: 3 clusters Score -1726458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1726454.375000 Penalty: 4759.891113
	Iteration 141Q: 3 clusters Score -1726454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1726460.500000 Penalty: 4759.891113
	Iteration 142Q: 3 clusters Score -1726460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1726463.625000 Penalty: 4759.891113
	Iteration 143Q: 3 clusters Score -1726464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1726466.625000 Penalty: 4759.891113
	Iteration 144Q: 3 clusters Score -1726467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1726470.500000 Penalty: 4759.891113
	Iteration 145Q: 3 clusters Score -1726470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1726478.750000 Penalty: 4759.891113
	Iteration 146Q: 3 clusters Score -1726479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1726478.125000 Penalty: 4759.891113
	Iteration 147Q: 3 clusters Score -1726478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1726485.000000 Penalty: 4759.891113
	Iteration 148Q: 3 clusters Score -1726485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1726490.125000 Penalty: 4759.891113
	Iteration 149Q: 3 clusters Score -1726490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1726493.625000 Penalty: 4759.891113
	Iteration 150Q: 3 clusters Score -1726494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1726501.125000 Penalty: 4759.891113
	Iteration 151Q: 3 clusters Score -1726501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1726506.625000 Penalty: 4759.891113
	Iteration 152Q: 3 clusters Score -1726507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1726509.125000 Penalty: 4759.891113
	Iteration 153Q: 3 clusters Score -1726509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1726513.125000 Penalty: 4759.891113
	Iteration 154Q: 3 clusters Score -1726513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1726522.375000 Penalty: 4759.891113
	Iteration 155Q: 3 clusters Score -1726522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1726523.625000 Penalty: 4759.891113
	Iteration 156Q: 3 clusters Score -1726524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1726527.875000 Penalty: 4759.891113
	Iteration 157Q: 3 clusters Score -1726528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1726532.250000 Penalty: 4759.891113
	Iteration 158Q: 3 clusters Score -1726532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1726536.500000 Penalty: 4759.891113
	Iteration 159Q: 3 clusters Score -1726536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1726541.000000 Penalty: 4759.891113
	Iteration 160F: 3 clusters Score -1726541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1726541.625000 Penalty: 4759.891113
	Iteration 161Q: 3 clusters Score -1726542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1726544.375000 Penalty: 4759.891113
	Iteration 162Q: 3 clusters Score -1726544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1726545.625000 Penalty: 4759.891113
	Iteration 163Q: 3 clusters Score -1726546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1726546.125000 Penalty: 4759.891113
	Iteration 164Q: 3 clusters Score -1726546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1726547.750000 Penalty: 4759.891113
	Iteration 165Q: 3 clusters Score -1726548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1726550.125000 Penalty: 4759.891113
	Iteration 166Q: 3 clusters Score -1726550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1726548.625000 Penalty: 4759.891113
	Iteration 167Q: 3 clusters Score -1726549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1726548.000000 Penalty: 4759.891113
	Iteration 168Q: 3 clusters Score -1726548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1726552.250000 Penalty: 4759.891113
	Iteration 169Q: 3 clusters Score -1726552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1726552.250000 Penalty: 4759.891113
	Iteration 170Q: 3 clusters Score -1726552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1726553.250000 Penalty: 4759.891113
	Iteration 171Q: 3 clusters Score -1726553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1726559.000000 Penalty: 4759.891113
	Iteration 172Q: 3 clusters Score -1726559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1726558.875000 Penalty: 4759.891113
	Iteration 173Q: 3 clusters Score -1726559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1726561.875000 Penalty: 4759.891113
	Iteration 174Q: 3 clusters Score -1726562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1726561.250000 Penalty: 4759.891113
	Iteration 175Q: 3 clusters Score -1726561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1726560.250000 Penalty: 4759.891113
	Iteration 176Q: 3 clusters Score -1726560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1726566.250000 Penalty: 4759.891113
	Iteration 177Q: 3 clusters Score -1726566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1726569.750000 Penalty: 4759.891113
	Iteration 178Q: 3 clusters Score -1726570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1726574.875000 Penalty: 4759.891113
	Iteration 179Q: 3 clusters Score -1726575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1726579.250000 Penalty: 4759.891113
	Iteration 180F: 3 clusters Score -1726579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1726584.500000 Penalty: 4759.891113
	Iteration 181Q: 3 clusters Score -1726584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1726586.875000 Penalty: 4759.891113
	Iteration 182Q: 3 clusters Score -1726587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1726591.750000 Penalty: 4759.891113
	Iteration 183Q: 3 clusters Score -1726592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1726592.500000 Penalty: 4759.891113
	Iteration 184Q: 3 clusters Score -1726592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1726595.125000 Penalty: 4759.891113
	Iteration 185Q: 3 clusters Score -1726595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1726593.250000 Penalty: 4759.891113
	Iteration 186Q: 3 clusters Score -1726593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1726600.500000 Penalty: 4759.891113
	Iteration 187Q: 3 clusters Score -1726600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1726606.875000 Penalty: 4759.891113
	Iteration 188Q: 3 clusters Score -1726607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1726613.625000 Penalty: 4759.891113
	Iteration 189Q: 3 clusters Score -1726614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1726616.125000 Penalty: 4759.891113
	Iteration 190Q: 3 clusters Score -1726616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1726623.875000 Penalty: 4759.891113
	Iteration 191Q: 3 clusters Score -1726624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1726630.750000 Penalty: 4759.891113
	Iteration 192Q: 3 clusters Score -1726631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1726637.250000 Penalty: 4759.891113
	Iteration 193Q: 3 clusters Score -1726637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1726642.500000 Penalty: 4759.891113
	Iteration 194Q: 3 clusters Score -1726642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1726653.250000 Penalty: 4759.891113
	Iteration 195Q: 3 clusters Score -1726653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1726654.875000 Penalty: 4759.891113
	Iteration 196Q: 3 clusters Score -1726655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1726663.875000 Penalty: 4759.891113
	Iteration 197Q: 3 clusters Score -1726664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1726664.875000 Penalty: 4759.891113
	Iteration 198Q: 3 clusters Score -1726665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1726675.250000 Penalty: 4759.891113
	Iteration 199Q: 3 clusters Score -1726675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1726679.125000 Penalty: 4759.891113
	Iteration 200F: 3 clusters Score -1726679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1726686.875000 Penalty: 4759.891113
	Iteration 201Q: 3 clusters Score -1726687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1726686.750000 Penalty: 4759.891113
	Iteration 202Q: 3 clusters Score -1726687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1726692.750000 Penalty: 4759.891113
	Iteration 203Q: 3 clusters Score -1726693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1726705.250000 Penalty: 4759.891113
	Iteration 204Q: 3 clusters Score -1726705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1726712.250000 Penalty: 4759.891113
	Iteration 205Q: 3 clusters Score -1726712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1726715.125000 Penalty: 4759.891113
	Iteration 206Q: 3 clusters Score -1726715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1726724.750000 Penalty: 4759.891113
	Iteration 207Q: 3 clusters Score -1726725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1726735.125000 Penalty: 4759.891113
	Iteration 208Q: 3 clusters Score -1726735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1726747.375000 Penalty: 4759.891113
	Iteration 209Q: 3 clusters Score -1726747 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1726758.875000 Penalty: 4759.891113
	Iteration 210Q: 3 clusters Score -1726759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1726768.625000 Penalty: 4759.891113
	Iteration 211Q: 3 clusters Score -1726769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1726782.875000 Penalty: 4759.891113
	Iteration 212Q: 3 clusters Score -1726783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1726799.875000 Penalty: 4759.891113
	Iteration 213Q: 3 clusters Score -1726800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1726814.250000 Penalty: 4759.891113
	Iteration 214Q: 3 clusters Score -1726814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1726832.375000 Penalty: 4759.891113
	Iteration 215Q: 3 clusters Score -1726832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1726843.250000 Penalty: 4759.891113
	Iteration 216Q: 3 clusters Score -1726843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1726868.875000 Penalty: 4759.891113
	Iteration 217Q: 3 clusters Score -1726869 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1726902.375000 Penalty: 4759.891113
	Iteration 218Q: 3 clusters Score -1726902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1726932.000000 Penalty: 4759.891113
	Iteration 219Q: 3 clusters Score -1726932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1726949.625000 Penalty: 4759.891113
	Iteration 220F: 3 clusters Score -1726950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1726961.500000 Penalty: 4759.891113
	Iteration 221Q: 3 clusters Score -1726962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1726972.875000 Penalty: 4759.891113
	Iteration 222Q: 3 clusters Score -1726973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1726979.750000 Penalty: 4759.891113
	Iteration 223Q: 3 clusters Score -1726980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1726987.250000 Penalty: 4759.891113
	Iteration 224Q: 3 clusters Score -1726987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1726993.875000 Penalty: 4759.891113
	Iteration 225Q: 3 clusters Score -1726994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1726997.625000 Penalty: 4759.891113
	Iteration 226Q: 3 clusters Score -1726998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1727003.625000 Penalty: 4759.891113
	Iteration 227Q: 3 clusters Score -1727004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1727002.625000 Penalty: 4759.891113
	Iteration 228Q: 3 clusters Score -1727003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1727002.000000 Penalty: 4759.891113
	Iteration 229Q: 3 clusters Score -1727002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1727008.500000 Penalty: 4759.891113
	Iteration 230Q: 3 clusters Score -1727008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1727017.375000 Penalty: 4759.891113
	Iteration 231Q: 3 clusters Score -1727017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1727022.500000 Penalty: 4759.891113
	Iteration 232Q: 3 clusters Score -1727022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1727028.500000 Penalty: 4759.891113
	Iteration 233Q: 3 clusters Score -1727028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1727034.125000 Penalty: 4759.891113
	Iteration 234Q: 3 clusters Score -1727034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1727034.500000 Penalty: 4759.891113
	Iteration 235Q: 3 clusters Score -1727034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1727036.625000 Penalty: 4759.891113
	Iteration 236Q: 3 clusters Score -1727037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1727039.125000 Penalty: 4759.891113
	Iteration 237Q: 3 clusters Score -1727039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1727045.625000 Penalty: 4759.891113
	Iteration 238Q: 3 clusters Score -1727046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1727046.125000 Penalty: 4759.891113
	Iteration 239Q: 3 clusters Score -1727046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1727050.875000 Penalty: 4759.891113
	Iteration 240F: 3 clusters Score -1727051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1727057.000000 Penalty: 4759.891113
	Iteration 241Q: 3 clusters Score -1727057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1727061.375000 Penalty: 4759.891113
	Iteration 242Q: 3 clusters Score -1727061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1727066.250000 Penalty: 4759.891113
	Iteration 243Q: 3 clusters Score -1727066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1727067.125000 Penalty: 4759.891113
	Iteration 244Q: 3 clusters Score -1727067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1727075.625000 Penalty: 4759.891113
	Iteration 245Q: 3 clusters Score -1727076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1727081.250000 Penalty: 4759.891113
	Iteration 246Q: 3 clusters Score -1727081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1727083.875000 Penalty: 4759.891113
	Iteration 247Q: 3 clusters Score -1727084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1727086.875000 Penalty: 4759.891113
	Iteration 248Q: 3 clusters Score -1727087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1727090.875000 Penalty: 4759.891113
	Iteration 249Q: 3 clusters Score -1727091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1727096.625000 Penalty: 4759.891113
	Iteration 250Q: 3 clusters Score -1727097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1727099.750000 Penalty: 4759.891113
	Iteration 251Q: 3 clusters Score -1727100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1727106.375000 Penalty: 4759.891113
	Iteration 252Q: 3 clusters Score -1727106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1727112.125000 Penalty: 4759.891113
	Iteration 253Q: 3 clusters Score -1727112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1727115.750000 Penalty: 4759.891113
	Iteration 254Q: 3 clusters Score -1727116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1727119.750000 Penalty: 4759.891113
	Iteration 255Q: 3 clusters Score -1727120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1727124.625000 Penalty: 4759.891113
	Iteration 256Q: 3 clusters Score -1727125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1727130.250000 Penalty: 4759.891113
	Iteration 257Q: 3 clusters Score -1727130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1727135.250000 Penalty: 4759.891113
	Iteration 258Q: 3 clusters Score -1727135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1727140.125000 Penalty: 4759.891113
	Iteration 259Q: 3 clusters Score -1727140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1727143.500000 Penalty: 4759.891113
	Iteration 260F: 3 clusters Score -1727144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1727147.500000 Penalty: 4759.891113
	Iteration 261Q: 3 clusters Score -1727148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1727151.625000 Penalty: 4759.891113
	Iteration 262Q: 3 clusters Score -1727152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1727153.250000 Penalty: 4759.891113
	Iteration 263Q: 3 clusters Score -1727153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1727156.625000 Penalty: 4759.891113
	Iteration 264Q: 3 clusters Score -1727157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1727161.125000 Penalty: 4759.891113
	Iteration 265Q: 3 clusters Score -1727161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1727163.000000 Penalty: 4759.891113
	Iteration 266Q: 3 clusters Score -1727163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1727162.375000 Penalty: 4759.891113
	Iteration 267Q: 3 clusters Score -1727162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1727163.875000 Penalty: 4759.891113
	Iteration 268Q: 3 clusters Score -1727164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1727167.000000 Penalty: 4759.891113
	Iteration 269Q: 3 clusters Score -1727167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1727166.375000 Penalty: 4759.891113
	Iteration 270Q: 3 clusters Score -1727166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1727168.125000 Penalty: 4759.891113
	Iteration 271Q: 3 clusters Score -1727168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1727168.750000 Penalty: 4759.891113
	Iteration 272Q: 3 clusters Score -1727169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1727171.750000 Penalty: 4759.891113
	Iteration 273Q: 3 clusters Score -1727172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1727171.750000 Penalty: 4759.891113
	Iteration 274F: 3 clusters Score -1727172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65165 members 
Entering Unmasked Estep 
Score: -7559750.000000 Penalty: 2749.000000
	Iteration 0F: 2 clusters Score -7559750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -7515928.500000 Penalty: 5498.000000
	Iteration 0F: 3 clusters Score -7515928 nChanged 30504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -7533029.500000 Penalty: 5498.000000
	Iteration 1F: 3 clusters Score -7533030 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -7533583.000000 Penalty: 5498.000000
	Iteration 2Q: 3 clusters Score -7533583 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -7534080.500000 Penalty: 5498.000000
	Iteration 3Q: 3 clusters Score -7534080 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -7534628.000000 Penalty: 5498.000000
	Iteration 4Q: 3 clusters Score -7534628 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -7535323.000000 Penalty: 5498.000000
	Iteration 5Q: 3 clusters Score -7535323 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -7536310.000000 Penalty: 5498.000000
	Iteration 6Q: 3 clusters Score -7536310 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -7537854.000000 Penalty: 5498.000000
	Iteration 7Q: 3 clusters Score -7537854 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -7540272.500000 Penalty: 5498.000000
	Iteration 8F: 3 clusters Score -7540272 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -7543677.500000 Penalty: 5498.000000
	Iteration 9F: 3 clusters Score -7543678 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -7547653.000000 Penalty: 5498.000000
	Iteration 10F: 3 clusters Score -7547653 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -7551370.000000 Penalty: 5498.000000
	Iteration 11F: 3 clusters Score -7551370 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -7554020.000000 Penalty: 5498.000000
	Iteration 12Q: 3 clusters Score -7554020 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -7555588.000000 Penalty: 5498.000000
	Iteration 13Q: 3 clusters Score -7555588 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -7556410.000000 Penalty: 5498.000000
	Iteration 14Q: 3 clusters Score -7556410 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -7556813.500000 Penalty: 5498.000000
	Iteration 15Q: 3 clusters Score -7556814 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -7557014.000000 Penalty: 5498.000000
	Iteration 16Q: 3 clusters Score -7557014 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -7557121.500000 Penalty: 5498.000000
	Iteration 17Q: 3 clusters Score -7557122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -7557186.000000 Penalty: 5498.000000
	Iteration 18Q: 3 clusters Score -7557186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -7557226.000000 Penalty: 5498.000000
	Iteration 19Q: 3 clusters Score -7557226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -7557265.500000 Penalty: 5498.000000
	Iteration 20F: 3 clusters Score -7557266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -7557288.000000 Penalty: 5498.000000
	Iteration 21Q: 3 clusters Score -7557288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -7557308.500000 Penalty: 5498.000000
	Iteration 22Q: 3 clusters Score -7557308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -7557319.000000 Penalty: 5498.000000
	Iteration 23Q: 3 clusters Score -7557319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -7557326.500000 Penalty: 5498.000000
	Iteration 24Q: 3 clusters Score -7557326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -7557325.500000 Penalty: 5498.000000
	Iteration 25Q: 3 clusters Score -7557326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -7557341.500000 Penalty: 5498.000000
	Iteration 26Q: 3 clusters Score -7557342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -7557347.000000 Penalty: 5498.000000
	Iteration 27Q: 3 clusters Score -7557347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -7557348.500000 Penalty: 5498.000000
	Iteration 28Q: 3 clusters Score -7557348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -7557344.500000 Penalty: 5498.000000
	Iteration 29Q: 3 clusters Score -7557344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -7557349.000000 Penalty: 5498.000000
	Iteration 30Q: 3 clusters Score -7557349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -7557349.000000 Penalty: 5498.000000
	Iteration 31F: 3 clusters Score -7557349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -278347.687500 Penalty: 1931.064941
	Iteration 0F: 2 clusters Score -278347.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -275428.906250 Penalty: 3862.129883
	Iteration 0F: 3 clusters Score -275428.9 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -275951.218750 Penalty: 3862.129883
	Iteration 1F: 3 clusters Score -275951.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -276083.312500 Penalty: 3862.129883
	Iteration 2F: 3 clusters Score -276083.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -276165.531250 Penalty: 3862.129883
	Iteration 3Q: 3 clusters Score -276165.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -276211.281250 Penalty: 3862.129883
	Iteration 4Q: 3 clusters Score -276211.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -276240.312500 Penalty: 3862.129883
	Iteration 5Q: 3 clusters Score -276240.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -276260.968750 Penalty: 3862.129883
	Iteration 6Q: 3 clusters Score -276261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -276277.250000 Penalty: 3862.129883
	Iteration 7Q: 3 clusters Score -276277.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -276285.937500 Penalty: 3862.129883
	Iteration 8Q: 3 clusters Score -276285.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -276291.531250 Penalty: 3862.129883
	Iteration 9Q: 3 clusters Score -276291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -276294.125000 Penalty: 3862.129883
	Iteration 10Q: 3 clusters Score -276294.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -276295.531250 Penalty: 3862.129883
	Iteration 11Q: 3 clusters Score -276295.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -276297.531250 Penalty: 3862.129883
	Iteration 12Q: 3 clusters Score -276297.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -276299.531250 Penalty: 3862.129883
	Iteration 13Q: 3 clusters Score -276299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -276301.125000 Penalty: 3862.129883
	Iteration 14Q: 3 clusters Score -276301.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -276304.625000 Penalty: 3862.129883
	Iteration 15Q: 3 clusters Score -276304.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -276306.312500 Penalty: 3862.129883
	Iteration 16Q: 3 clusters Score -276306.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -276307.562500 Penalty: 3862.129883
	Iteration 17Q: 3 clusters Score -276307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -276310.187500 Penalty: 3862.129883
	Iteration 18Q: 3 clusters Score -276310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -276311.468750 Penalty: 3862.129883
	Iteration 19Q: 3 clusters Score -276311.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -276313.625000 Penalty: 3862.129883
	Iteration 20F: 3 clusters Score -276313.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -276315.093750 Penalty: 3862.129883
	Iteration 21Q: 3 clusters Score -276315.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -276315.093750 Penalty: 3862.129883
	Iteration 22F: 3 clusters Score -276315.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Entering Unmasked Estep 
Score: -2236053.750000 Penalty: 2443.474609
	Iteration 0F: 2 clusters Score -2236054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2222690.250000 Penalty: 4886.949219
	Iteration 0F: 3 clusters Score -2222690 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2227336.750000 Penalty: 4886.949219
	Iteration 1F: 3 clusters Score -2227337 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2227848.250000 Penalty: 4886.949219
	Iteration 2F: 3 clusters Score -2227848 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2228264.000000 Penalty: 4886.949219
	Iteration 3Q: 3 clusters Score -2228264 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2228646.000000 Penalty: 4886.949219
	Iteration 4Q: 3 clusters Score -2228646 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2229029.750000 Penalty: 4886.949219
	Iteration 5Q: 3 clusters Score -2229030 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2229378.250000 Penalty: 4886.949219
	Iteration 6Q: 3 clusters Score -2229378 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2229770.000000 Penalty: 4886.949219
	Iteration 7Q: 3 clusters Score -2229770 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2230240.750000 Penalty: 4886.949219
	Iteration 8Q: 3 clusters Score -2230241 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2230794.000000 Penalty: 4886.949219
	Iteration 9Q: 3 clusters Score -2230794 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2231348.000000 Penalty: 4886.949219
	Iteration 10Q: 3 clusters Score -2231348 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2231758.000000 Penalty: 4886.949219
	Iteration 11Q: 3 clusters Score -2231758 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2231967.750000 Penalty: 4886.949219
	Iteration 12Q: 3 clusters Score -2231968 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2232091.500000 Penalty: 4886.949219
	Iteration 13Q: 3 clusters Score -2232092 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2232170.750000 Penalty: 4886.949219
	Iteration 14Q: 3 clusters Score -2232171 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2232217.000000 Penalty: 4886.949219
	Iteration 15Q: 3 clusters Score -2232217 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2232256.750000 Penalty: 4886.949219
	Iteration 16Q: 3 clusters Score -2232257 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2232276.750000 Penalty: 4886.949219
	Iteration 17Q: 3 clusters Score -2232277 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2232307.750000 Penalty: 4886.949219
	Iteration 18Q: 3 clusters Score -2232308 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2232321.500000 Penalty: 4886.949219
	Iteration 19Q: 3 clusters Score -2232322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2232330.250000 Penalty: 4886.949219
	Iteration 20F: 3 clusters Score -2232330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2232330.000000 Penalty: 4886.949219
	Iteration 21Q: 3 clusters Score -2232330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2232340.250000 Penalty: 4886.949219
	Iteration 22Q: 3 clusters Score -2232340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2232347.000000 Penalty: 4886.949219
	Iteration 23Q: 3 clusters Score -2232347 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2232359.000000 Penalty: 4886.949219
	Iteration 24Q: 3 clusters Score -2232359 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2232369.500000 Penalty: 4886.949219
	Iteration 25Q: 3 clusters Score -2232370 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2232387.750000 Penalty: 4886.949219
	Iteration 26Q: 3 clusters Score -2232388 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2232398.250000 Penalty: 4886.949219
	Iteration 27Q: 3 clusters Score -2232398 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2232407.250000 Penalty: 4886.949219
	Iteration 28Q: 3 clusters Score -2232407 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2232421.750000 Penalty: 4886.949219
	Iteration 29Q: 3 clusters Score -2232422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2232425.750000 Penalty: 4886.949219
	Iteration 30Q: 3 clusters Score -2232426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2232443.000000 Penalty: 4886.949219
	Iteration 31Q: 3 clusters Score -2232443 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2232457.250000 Penalty: 4886.949219
	Iteration 32Q: 3 clusters Score -2232457 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2232470.750000 Penalty: 4886.949219
	Iteration 33Q: 3 clusters Score -2232471 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2232485.750000 Penalty: 4886.949219
	Iteration 34Q: 3 clusters Score -2232486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2232485.000000 Penalty: 4886.949219
	Iteration 35Q: 3 clusters Score -2232485 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2232506.000000 Penalty: 4886.949219
	Iteration 36Q: 3 clusters Score -2232506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2232525.500000 Penalty: 4886.949219
	Iteration 37Q: 3 clusters Score -2232526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2232541.500000 Penalty: 4886.949219
	Iteration 38Q: 3 clusters Score -2232542 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2232547.500000 Penalty: 4886.949219
	Iteration 39Q: 3 clusters Score -2232548 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2232556.750000 Penalty: 4886.949219
	Iteration 40F: 3 clusters Score -2232557 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2232566.500000 Penalty: 4886.949219
	Iteration 41Q: 3 clusters Score -2232566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2232576.500000 Penalty: 4886.949219
	Iteration 42Q: 3 clusters Score -2232576 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2232592.500000 Penalty: 4886.949219
	Iteration 43Q: 3 clusters Score -2232592 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2232622.500000 Penalty: 4886.949219
	Iteration 44Q: 3 clusters Score -2232622 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2232648.250000 Penalty: 4886.949219
	Iteration 45Q: 3 clusters Score -2232648 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2232667.250000 Penalty: 4886.949219
	Iteration 46Q: 3 clusters Score -2232667 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2232681.500000 Penalty: 4886.949219
	Iteration 47Q: 3 clusters Score -2232682 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2232698.750000 Penalty: 4886.949219
	Iteration 48Q: 3 clusters Score -2232699 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2232728.000000 Penalty: 4886.949219
	Iteration 49Q: 3 clusters Score -2232728 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2232762.250000 Penalty: 4886.949219
	Iteration 50Q: 3 clusters Score -2232762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2232785.500000 Penalty: 4886.949219
	Iteration 51Q: 3 clusters Score -2232786 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2232812.250000 Penalty: 4886.949219
	Iteration 52Q: 3 clusters Score -2232812 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2232841.750000 Penalty: 4886.949219
	Iteration 53Q: 3 clusters Score -2232842 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2232853.750000 Penalty: 4886.949219
	Iteration 54Q: 3 clusters Score -2232854 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2232874.250000 Penalty: 4886.949219
	Iteration 55Q: 3 clusters Score -2232874 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2232884.750000 Penalty: 4886.949219
	Iteration 56Q: 3 clusters Score -2232885 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2232897.750000 Penalty: 4886.949219
	Iteration 57Q: 3 clusters Score -2232898 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2232912.250000 Penalty: 4886.949219
	Iteration 58Q: 3 clusters Score -2232912 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2232925.250000 Penalty: 4886.949219
	Iteration 59Q: 3 clusters Score -2232925 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2232950.000000 Penalty: 4886.949219
	Iteration 60F: 3 clusters Score -2232950 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2232969.750000 Penalty: 4886.949219
	Iteration 61Q: 3 clusters Score -2232970 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2232985.250000 Penalty: 4886.949219
	Iteration 62Q: 3 clusters Score -2232985 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2233003.750000 Penalty: 4886.949219
	Iteration 63Q: 3 clusters Score -2233004 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2233023.000000 Penalty: 4886.949219
	Iteration 64Q: 3 clusters Score -2233023 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2233041.750000 Penalty: 4886.949219
	Iteration 65Q: 3 clusters Score -2233042 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2233053.500000 Penalty: 4886.949219
	Iteration 66Q: 3 clusters Score -2233054 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2233067.250000 Penalty: 4886.949219
	Iteration 67Q: 3 clusters Score -2233067 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2233084.750000 Penalty: 4886.949219
	Iteration 68Q: 3 clusters Score -2233085 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2233106.000000 Penalty: 4886.949219
	Iteration 69Q: 3 clusters Score -2233106 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2233128.000000 Penalty: 4886.949219
	Iteration 70Q: 3 clusters Score -2233128 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2233157.250000 Penalty: 4886.949219
	Iteration 71Q: 3 clusters Score -2233157 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2233170.000000 Penalty: 4886.949219
	Iteration 72Q: 3 clusters Score -2233170 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2233195.000000 Penalty: 4886.949219
	Iteration 73Q: 3 clusters Score -2233195 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2233221.000000 Penalty: 4886.949219
	Iteration 74Q: 3 clusters Score -2233221 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2233226.250000 Penalty: 4886.949219
	Iteration 75Q: 3 clusters Score -2233226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2233251.250000 Penalty: 4886.949219
	Iteration 76Q: 3 clusters Score -2233251 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2233270.250000 Penalty: 4886.949219
	Iteration 77Q: 3 clusters Score -2233270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2233287.500000 Penalty: 4886.949219
	Iteration 78Q: 3 clusters Score -2233288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2233291.750000 Penalty: 4886.949219
	Iteration 79Q: 3 clusters Score -2233292 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2233312.250000 Penalty: 4886.949219
	Iteration 80F: 3 clusters Score -2233312 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2233331.500000 Penalty: 4886.949219
	Iteration 81Q: 3 clusters Score -2233332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2233350.500000 Penalty: 4886.949219
	Iteration 82Q: 3 clusters Score -2233350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2233374.750000 Penalty: 4886.949219
	Iteration 83Q: 3 clusters Score -2233375 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2233394.000000 Penalty: 4886.949219
	Iteration 84Q: 3 clusters Score -2233394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2233407.750000 Penalty: 4886.949219
	Iteration 85Q: 3 clusters Score -2233408 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2233431.750000 Penalty: 4886.949219
	Iteration 86Q: 3 clusters Score -2233432 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2233453.000000 Penalty: 4886.949219
	Iteration 87Q: 3 clusters Score -2233453 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2233468.500000 Penalty: 4886.949219
	Iteration 88Q: 3 clusters Score -2233468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2233500.000000 Penalty: 4886.949219
	Iteration 89Q: 3 clusters Score -2233500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2233510.750000 Penalty: 4886.949219
	Iteration 90Q: 3 clusters Score -2233511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2233526.000000 Penalty: 4886.949219
	Iteration 91Q: 3 clusters Score -2233526 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2233541.250000 Penalty: 4886.949219
	Iteration 92Q: 3 clusters Score -2233541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2233546.000000 Penalty: 4886.949219
	Iteration 93Q: 3 clusters Score -2233546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2233564.250000 Penalty: 4886.949219
	Iteration 94Q: 3 clusters Score -2233564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2233585.250000 Penalty: 4886.949219
	Iteration 95Q: 3 clusters Score -2233585 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2233599.750000 Penalty: 4886.949219
	Iteration 96Q: 3 clusters Score -2233600 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2233616.250000 Penalty: 4886.949219
	Iteration 97Q: 3 clusters Score -2233616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2233646.500000 Penalty: 4886.949219
	Iteration 98Q: 3 clusters Score -2233646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2233662.750000 Penalty: 4886.949219
	Iteration 99Q: 3 clusters Score -2233663 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2233677.750000 Penalty: 4886.949219
	Iteration 100F: 3 clusters Score -2233678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2233693.250000 Penalty: 4886.949219
	Iteration 101Q: 3 clusters Score -2233693 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2233707.250000 Penalty: 4886.949219
	Iteration 102Q: 3 clusters Score -2233707 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2233729.500000 Penalty: 4886.949219
	Iteration 103Q: 3 clusters Score -2233730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2233746.000000 Penalty: 4886.949219
	Iteration 104Q: 3 clusters Score -2233746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2233753.250000 Penalty: 4886.949219
	Iteration 105Q: 3 clusters Score -2233753 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2233761.500000 Penalty: 4886.949219
	Iteration 106Q: 3 clusters Score -2233762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2233775.750000 Penalty: 4886.949219
	Iteration 107Q: 3 clusters Score -2233776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2233792.500000 Penalty: 4886.949219
	Iteration 108Q: 3 clusters Score -2233792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2233800.500000 Penalty: 4886.949219
	Iteration 109Q: 3 clusters Score -2233800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2233813.000000 Penalty: 4886.949219
	Iteration 110Q: 3 clusters Score -2233813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2233825.500000 Penalty: 4886.949219
	Iteration 111Q: 3 clusters Score -2233826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2233828.000000 Penalty: 4886.949219
	Iteration 112Q: 3 clusters Score -2233828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2233838.500000 Penalty: 4886.949219
	Iteration 113Q: 3 clusters Score -2233838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2233847.250000 Penalty: 4886.949219
	Iteration 114Q: 3 clusters Score -2233847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2233857.000000 Penalty: 4886.949219
	Iteration 115Q: 3 clusters Score -2233857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2233865.250000 Penalty: 4886.949219
	Iteration 116Q: 3 clusters Score -2233865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2233870.000000 Penalty: 4886.949219
	Iteration 117Q: 3 clusters Score -2233870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2233882.500000 Penalty: 4886.949219
	Iteration 118Q: 3 clusters Score -2233882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2233886.250000 Penalty: 4886.949219
	Iteration 119Q: 3 clusters Score -2233886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2233894.750000 Penalty: 4886.949219
	Iteration 120F: 3 clusters Score -2233895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2233899.000000 Penalty: 4886.949219
	Iteration 121Q: 3 clusters Score -2233899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2233902.750000 Penalty: 4886.949219
	Iteration 122Q: 3 clusters Score -2233903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2233913.750000 Penalty: 4886.949219
	Iteration 123Q: 3 clusters Score -2233914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2233918.500000 Penalty: 4886.949219
	Iteration 124Q: 3 clusters Score -2233918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2233921.250000 Penalty: 4886.949219
	Iteration 125Q: 3 clusters Score -2233921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2233927.000000 Penalty: 4886.949219
	Iteration 126Q: 3 clusters Score -2233927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2233922.000000 Penalty: 4886.949219
	Iteration 127Q: 3 clusters Score -2233922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2233925.000000 Penalty: 4886.949219
	Iteration 128Q: 3 clusters Score -2233925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2233929.000000 Penalty: 4886.949219
	Iteration 129Q: 3 clusters Score -2233929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2233934.000000 Penalty: 4886.949219
	Iteration 130Q: 3 clusters Score -2233934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2233938.750000 Penalty: 4886.949219
	Iteration 131Q: 3 clusters Score -2233939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2233940.000000 Penalty: 4886.949219
	Iteration 132Q: 3 clusters Score -2233940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2233951.000000 Penalty: 4886.949219
	Iteration 133Q: 3 clusters Score -2233951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2233961.250000 Penalty: 4886.949219
	Iteration 134Q: 3 clusters Score -2233961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2233973.000000 Penalty: 4886.949219
	Iteration 135Q: 3 clusters Score -2233973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2233983.000000 Penalty: 4886.949219
	Iteration 136Q: 3 clusters Score -2233983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2233989.000000 Penalty: 4886.949219
	Iteration 137Q: 3 clusters Score -2233989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2233997.000000 Penalty: 4886.949219
	Iteration 138Q: 3 clusters Score -2233997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2234004.750000 Penalty: 4886.949219
	Iteration 139Q: 3 clusters Score -2234005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2234006.750000 Penalty: 4886.949219
	Iteration 140F: 3 clusters Score -2234007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2234006.250000 Penalty: 4886.949219
	Iteration 141Q: 3 clusters Score -2234006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2234013.750000 Penalty: 4886.949219
	Iteration 142Q: 3 clusters Score -2234014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2234015.500000 Penalty: 4886.949219
	Iteration 143Q: 3 clusters Score -2234016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2234017.750000 Penalty: 4886.949219
	Iteration 144Q: 3 clusters Score -2234018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2234017.000000 Penalty: 4886.949219
	Iteration 145Q: 3 clusters Score -2234017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2234021.000000 Penalty: 4886.949219
	Iteration 146Q: 3 clusters Score -2234021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2234022.750000 Penalty: 4886.949219
	Iteration 147Q: 3 clusters Score -2234023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2234025.000000 Penalty: 4886.949219
	Iteration 148Q: 3 clusters Score -2234025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2234027.000000 Penalty: 4886.949219
	Iteration 149Q: 3 clusters Score -2234027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2234028.000000 Penalty: 4886.949219
	Iteration 150Q: 3 clusters Score -2234028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2234028.500000 Penalty: 4886.949219
	Iteration 151Q: 3 clusters Score -2234028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2234031.000000 Penalty: 4886.949219
	Iteration 152Q: 3 clusters Score -2234031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2234030.250000 Penalty: 4886.949219
	Iteration 153Q: 3 clusters Score -2234030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2234029.750000 Penalty: 4886.949219
	Iteration 154Q: 3 clusters Score -2234030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2234033.500000 Penalty: 4886.949219
	Iteration 155Q: 3 clusters Score -2234034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2234039.000000 Penalty: 4886.949219
	Iteration 156Q: 3 clusters Score -2234039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2234039.000000 Penalty: 4886.949219
	Iteration 157Q: 3 clusters Score -2234039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2234038.250000 Penalty: 4886.949219
	Iteration 158Q: 3 clusters Score -2234038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2234039.000000 Penalty: 4886.949219
	Iteration 159Q: 3 clusters Score -2234039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2234039.500000 Penalty: 4886.949219
	Iteration 160F: 3 clusters Score -2234040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Entering Unmasked Estep 
Score: -435475.218750 Penalty: 2056.552002
	Iteration 0F: 2 clusters Score -435475.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -431643.687500 Penalty: 4113.104004
	Iteration 0F: 3 clusters Score -431643.7 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -432755.531250 Penalty: 4113.104004
	Iteration 1F: 3 clusters Score -432755.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -433134.625000 Penalty: 4113.104004
	Iteration 2F: 3 clusters Score -433134.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -433484.562500 Penalty: 4113.104004
	Iteration 3F: 3 clusters Score -433484.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -433787.687500 Penalty: 4113.104004
	Iteration 4F: 3 clusters Score -433787.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -434059.093750 Penalty: 4113.104004
	Iteration 5F: 3 clusters Score -434059.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -434372.125000 Penalty: 4113.104004
	Iteration 6F: 3 clusters Score -434372.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -434676.156250 Penalty: 4113.104004
	Iteration 7F: 3 clusters Score -434676.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -435006.718750 Penalty: 4113.104004
	Iteration 8F: 3 clusters Score -435006.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -435308.062500 Penalty: 4113.104004
	Iteration 9Q: 3 clusters Score -435308.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -435494.343750 Penalty: 4113.104004
	Iteration 10Q: 3 clusters Score -435494.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -435634.062500 Penalty: 4113.104004
	Iteration 11Q: 3 clusters Score -435634.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -435703.000000 Penalty: 4113.104004
	Iteration 12Q: 3 clusters Score -435703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -435733.437500 Penalty: 4113.104004
	Iteration 13Q: 3 clusters Score -435733.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -435747.000000 Penalty: 4113.104004
	Iteration 14Q: 3 clusters Score -435747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -435749.937500 Penalty: 4113.104004
	Iteration 15Q: 3 clusters Score -435749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -435755.031250 Penalty: 4113.104004
	Iteration 16Q: 3 clusters Score -435755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -435760.281250 Penalty: 4113.104004
	Iteration 17Q: 3 clusters Score -435760.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -435760.281250 Penalty: 4113.104004
	Iteration 18F: 3 clusters Score -435760.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119861 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14714 members 
Mstep: Class 8 contains 65165 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19010 members 
Mstep: Class 11 contains 3809 members 
Mstep: Class 12 contains 6259 members 
Mstep: Class 13 contains 23507 members 
Mstep: Class 14 contains 41891 members 
Mstep: Class 15 contains 15135 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 15748 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320591 members 
Mstep: Class 20 contains 159057 members 
Mstep: Class 21 contains 594 members 
Mstep: Class 22 contains 185 members 
Entering Unmasked Estep 
Score: -92687088.000000 Penalty: 74294.250000
Splitting cluster 11 changes total score from -92688072.000000 to -92687088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Entering Unmasked Estep 
Score: -731356.500000 Penalty: 2167.960449
	Iteration 0F: 2 clusters Score -731356.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -725998.812500 Penalty: 4335.920898
	Iteration 0F: 3 clusters Score -725998.8 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -727340.000000 Penalty: 4335.920898
	Iteration 1F: 3 clusters Score -727340 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -727615.000000 Penalty: 4335.920898
	Iteration 2F: 3 clusters Score -727615 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -727778.562500 Penalty: 4335.920898
	Iteration 3F: 3 clusters Score -727778.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -727885.312500 Penalty: 4335.920898
	Iteration 4Q: 3 clusters Score -727885.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -727978.437500 Penalty: 4335.920898
	Iteration 5Q: 3 clusters Score -727978.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -728046.812500 Penalty: 4335.920898
	Iteration 6Q: 3 clusters Score -728046.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -728116.312500 Penalty: 4335.920898
	Iteration 7Q: 3 clusters Score -728116.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -728187.875000 Penalty: 4335.920898
	Iteration 8Q: 3 clusters Score -728187.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -728266.125000 Penalty: 4335.920898
	Iteration 9Q: 3 clusters Score -728266.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -728343.875000 Penalty: 4335.920898
	Iteration 10Q: 3 clusters Score -728343.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -728410.500000 Penalty: 4335.920898
	Iteration 11Q: 3 clusters Score -728410.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -728486.375000 Penalty: 4335.920898
	Iteration 12Q: 3 clusters Score -728486.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -728560.250000 Penalty: 4335.920898
	Iteration 13Q: 3 clusters Score -728560.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -728650.562500 Penalty: 4335.920898
	Iteration 14Q: 3 clusters Score -728650.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -728738.937500 Penalty: 4335.920898
	Iteration 15Q: 3 clusters Score -728738.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -728829.312500 Penalty: 4335.920898
	Iteration 16Q: 3 clusters Score -728829.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -728927.312500 Penalty: 4335.920898
	Iteration 17Q: 3 clusters Score -728927.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -729006.562500 Penalty: 4335.920898
	Iteration 18Q: 3 clusters Score -729006.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -729072.625000 Penalty: 4335.920898
	Iteration 19Q: 3 clusters Score -729072.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -729132.562500 Penalty: 4335.920898
	Iteration 20F: 3 clusters Score -729132.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -729192.250000 Penalty: 4335.920898
	Iteration 21Q: 3 clusters Score -729192.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -729244.687500 Penalty: 4335.920898
	Iteration 22Q: 3 clusters Score -729244.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -729290.625000 Penalty: 4335.920898
	Iteration 23Q: 3 clusters Score -729290.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -729332.750000 Penalty: 4335.920898
	Iteration 24Q: 3 clusters Score -729332.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -729363.750000 Penalty: 4335.920898
	Iteration 25Q: 3 clusters Score -729363.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -729393.562500 Penalty: 4335.920898
	Iteration 26Q: 3 clusters Score -729393.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -729414.437500 Penalty: 4335.920898
	Iteration 27Q: 3 clusters Score -729414.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -729425.062500 Penalty: 4335.920898
	Iteration 28Q: 3 clusters Score -729425.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -729432.375000 Penalty: 4335.920898
	Iteration 29Q: 3 clusters Score -729432.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -729437.812500 Penalty: 4335.920898
	Iteration 30Q: 3 clusters Score -729437.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -729440.687500 Penalty: 4335.920898
	Iteration 31Q: 3 clusters Score -729440.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -729446.375000 Penalty: 4335.920898
	Iteration 32Q: 3 clusters Score -729446.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -729451.937500 Penalty: 4335.920898
	Iteration 33Q: 3 clusters Score -729451.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -729455.250000 Penalty: 4335.920898
	Iteration 34Q: 3 clusters Score -729455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -729457.562500 Penalty: 4335.920898
	Iteration 35Q: 3 clusters Score -729457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -729458.812500 Penalty: 4335.920898
	Iteration 36Q: 3 clusters Score -729458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -729462.437500 Penalty: 4335.920898
	Iteration 37Q: 3 clusters Score -729462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -729461.937500 Penalty: 4335.920898
	Iteration 38Q: 3 clusters Score -729461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -729461.875000 Penalty: 4335.920898
	Iteration 39Q: 3 clusters Score -729461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -729462.375000 Penalty: 4335.920898
	Iteration 40F: 3 clusters Score -729462.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Entering Unmasked Estep 
Score: -2755773.250000 Penalty: 2496.133301
	Iteration 0F: 2 clusters Score -2755773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2739457.250000 Penalty: 4992.266602
	Iteration 0F: 3 clusters Score -2739457 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2744815.000000 Penalty: 4992.266602
	Iteration 1F: 3 clusters Score -2744815 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2745231.500000 Penalty: 4992.266602
	Iteration 2F: 3 clusters Score -2745232 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2745582.250000 Penalty: 4992.266602
	Iteration 3Q: 3 clusters Score -2745582 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2745842.500000 Penalty: 4992.266602
	Iteration 4Q: 3 clusters Score -2745842 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2746108.000000 Penalty: 4992.266602
	Iteration 5Q: 3 clusters Score -2746108 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2746420.500000 Penalty: 4992.266602
	Iteration 6Q: 3 clusters Score -2746420 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2746822.250000 Penalty: 4992.266602
	Iteration 7Q: 3 clusters Score -2746822 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2747339.000000 Penalty: 4992.266602
	Iteration 8Q: 3 clusters Score -2747339 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2747964.500000 Penalty: 4992.266602
	Iteration 9Q: 3 clusters Score -2747964 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2748604.250000 Penalty: 4992.266602
	Iteration 10Q: 3 clusters Score -2748604 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2749279.500000 Penalty: 4992.266602
	Iteration 11Q: 3 clusters Score -2749280 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2749924.250000 Penalty: 4992.266602
	Iteration 12Q: 3 clusters Score -2749924 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2750582.250000 Penalty: 4992.266602
	Iteration 13Q: 3 clusters Score -2750582 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2751210.750000 Penalty: 4992.266602
	Iteration 14Q: 3 clusters Score -2751211 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2751691.750000 Penalty: 4992.266602
	Iteration 15Q: 3 clusters Score -2751692 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2752075.500000 Penalty: 4992.266602
	Iteration 16Q: 3 clusters Score -2752076 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2752331.000000 Penalty: 4992.266602
	Iteration 17Q: 3 clusters Score -2752331 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2752553.250000 Penalty: 4992.266602
	Iteration 18Q: 3 clusters Score -2752553 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2752764.250000 Penalty: 4992.266602
	Iteration 19Q: 3 clusters Score -2752764 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2752913.000000 Penalty: 4992.266602
	Iteration 20F: 3 clusters Score -2752913 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2753073.000000 Penalty: 4992.266602
	Iteration 21Q: 3 clusters Score -2753073 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2753240.750000 Penalty: 4992.266602
	Iteration 22Q: 3 clusters Score -2753241 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2753436.000000 Penalty: 4992.266602
	Iteration 23Q: 3 clusters Score -2753436 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2753632.000000 Penalty: 4992.266602
	Iteration 24Q: 3 clusters Score -2753632 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2753842.500000 Penalty: 4992.266602
	Iteration 25Q: 3 clusters Score -2753842 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2754028.750000 Penalty: 4992.266602
	Iteration 26Q: 3 clusters Score -2754029 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2754183.750000 Penalty: 4992.266602
	Iteration 27Q: 3 clusters Score -2754184 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2754329.500000 Penalty: 4992.266602
	Iteration 28Q: 3 clusters Score -2754330 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2754427.000000 Penalty: 4992.266602
	Iteration 29Q: 3 clusters Score -2754427 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2754508.500000 Penalty: 4992.266602
	Iteration 30Q: 3 clusters Score -2754508 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2754534.250000 Penalty: 4992.266602
	Iteration 31Q: 3 clusters Score -2754534 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2754563.000000 Penalty: 4992.266602
	Iteration 32Q: 3 clusters Score -2754563 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2754583.000000 Penalty: 4992.266602
	Iteration 33Q: 3 clusters Score -2754583 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2754605.250000 Penalty: 4992.266602
	Iteration 34Q: 3 clusters Score -2754605 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2754623.500000 Penalty: 4992.266602
	Iteration 35Q: 3 clusters Score -2754624 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2754638.000000 Penalty: 4992.266602
	Iteration 36Q: 3 clusters Score -2754638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2754659.000000 Penalty: 4992.266602
	Iteration 37Q: 3 clusters Score -2754659 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2754668.750000 Penalty: 4992.266602
	Iteration 38Q: 3 clusters Score -2754669 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2754680.750000 Penalty: 4992.266602
	Iteration 39Q: 3 clusters Score -2754681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2754701.750000 Penalty: 4992.266602
	Iteration 40F: 3 clusters Score -2754702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2754708.000000 Penalty: 4992.266602
	Iteration 41Q: 3 clusters Score -2754708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2754712.500000 Penalty: 4992.266602
	Iteration 42Q: 3 clusters Score -2754712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2754718.000000 Penalty: 4992.266602
	Iteration 43Q: 3 clusters Score -2754718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2754713.750000 Penalty: 4992.266602
	Iteration 44Q: 3 clusters Score -2754714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2754725.000000 Penalty: 4992.266602
	Iteration 45Q: 3 clusters Score -2754725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2754729.000000 Penalty: 4992.266602
	Iteration 46Q: 3 clusters Score -2754729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2754730.000000 Penalty: 4992.266602
	Iteration 47Q: 3 clusters Score -2754730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2754731.000000 Penalty: 4992.266602
	Iteration 48Q: 3 clusters Score -2754731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2754729.500000 Penalty: 4992.266602
	Iteration 49Q: 3 clusters Score -2754730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2754726.750000 Penalty: 4992.266602
	Iteration 50Q: 3 clusters Score -2754727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2754727.000000 Penalty: 4992.266602
	Iteration 51Q: 3 clusters Score -2754727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2754726.750000 Penalty: 4992.266602
	Iteration 52Q: 3 clusters Score -2754727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2754721.500000 Penalty: 4992.266602
	Iteration 53Q: 3 clusters Score -2754722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2754724.750000 Penalty: 4992.266602
	Iteration 54Q: 3 clusters Score -2754725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2754724.500000 Penalty: 4992.266602
	Iteration 55Q: 3 clusters Score -2754724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2754728.000000 Penalty: 4992.266602
	Iteration 56Q: 3 clusters Score -2754728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2754731.500000 Penalty: 4992.266602
	Iteration 57Q: 3 clusters Score -2754732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2754732.750000 Penalty: 4992.266602
	Iteration 58Q: 3 clusters Score -2754733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2754730.000000 Penalty: 4992.266602
	Iteration 59Q: 3 clusters Score -2754730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2754730.500000 Penalty: 4992.266602
	Iteration 60F: 3 clusters Score -2754730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2754731.000000 Penalty: 4992.266602
	Iteration 61Q: 3 clusters Score -2754731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2754732.000000 Penalty: 4992.266602
	Iteration 62Q: 3 clusters Score -2754732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2754734.500000 Penalty: 4992.266602
	Iteration 63Q: 3 clusters Score -2754734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2754734.500000 Penalty: 4992.266602
	Iteration 64F: 3 clusters Score -2754734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Entering Unmasked Estep 
Score: -4721378.000000 Penalty: 2639.420898
	Iteration 0F: 2 clusters Score -4721378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4692944.500000 Penalty: 5278.841797
	Iteration 0F: 3 clusters Score -4692944 nChanged 19299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -4703481.500000 Penalty: 5278.841797
	Iteration 1F: 3 clusters Score -4703482 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -4704100.500000 Penalty: 5278.841797
	Iteration 2Q: 3 clusters Score -4704100 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -4704828.000000 Penalty: 5278.841797
	Iteration 3Q: 3 clusters Score -4704828 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4705783.000000 Penalty: 5278.841797
	Iteration 4Q: 3 clusters Score -4705783 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4707188.500000 Penalty: 5278.841797
	Iteration 5F: 3 clusters Score -4707188 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -4709053.000000 Penalty: 5278.841797
	Iteration 6F: 3 clusters Score -4709053 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4711455.000000 Penalty: 5278.841797
	Iteration 7F: 3 clusters Score -4711455 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -4713956.000000 Penalty: 5278.841797
	Iteration 8F: 3 clusters Score -4713956 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4716079.500000 Penalty: 5278.841797
	Iteration 9F: 3 clusters Score -4716080 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4717497.500000 Penalty: 5278.841797
	Iteration 10Q: 3 clusters Score -4717498 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4718239.500000 Penalty: 5278.841797
	Iteration 11Q: 3 clusters Score -4718240 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4718595.000000 Penalty: 5278.841797
	Iteration 12Q: 3 clusters Score -4718595 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4718839.000000 Penalty: 5278.841797
	Iteration 13Q: 3 clusters Score -4718839 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4718977.000000 Penalty: 5278.841797
	Iteration 14Q: 3 clusters Score -4718977 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4719057.000000 Penalty: 5278.841797
	Iteration 15Q: 3 clusters Score -4719057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4719105.000000 Penalty: 5278.841797
	Iteration 16Q: 3 clusters Score -4719105 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4719142.500000 Penalty: 5278.841797
	Iteration 17Q: 3 clusters Score -4719142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4719188.000000 Penalty: 5278.841797
	Iteration 18Q: 3 clusters Score -4719188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4719214.500000 Penalty: 5278.841797
	Iteration 19Q: 3 clusters Score -4719214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4719234.500000 Penalty: 5278.841797
	Iteration 20F: 3 clusters Score -4719234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4719255.500000 Penalty: 5278.841797
	Iteration 21Q: 3 clusters Score -4719256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4719268.000000 Penalty: 5278.841797
	Iteration 22Q: 3 clusters Score -4719268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4719278.000000 Penalty: 5278.841797
	Iteration 23Q: 3 clusters Score -4719278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4719275.000000 Penalty: 5278.841797
	Iteration 24Q: 3 clusters Score -4719275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4719279.500000 Penalty: 5278.841797
	Iteration 25Q: 3 clusters Score -4719280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4719283.500000 Penalty: 5278.841797
	Iteration 26Q: 3 clusters Score -4719284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4719281.000000 Penalty: 5278.841797
	Iteration 27Q: 3 clusters Score -4719281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4719283.000000 Penalty: 5278.841797
	Iteration 28Q: 3 clusters Score -4719283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4719283.000000 Penalty: 5278.841797
	Iteration 29F: 3 clusters Score -4719283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Entering Unmasked Estep 
Score: -1775672.875000 Penalty: 2386.941895
	Iteration 0F: 2 clusters Score -1775673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1764775.000000 Penalty: 4773.883789
	Iteration 0F: 3 clusters Score -1764775 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1768421.625000 Penalty: 4773.883789
	Iteration 1F: 3 clusters Score -1768422 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1768990.875000 Penalty: 4773.883789
	Iteration 2F: 3 clusters Score -1768991 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1769524.875000 Penalty: 4773.883789
	Iteration 3F: 3 clusters Score -1769525 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1770045.500000 Penalty: 4773.883789
	Iteration 4F: 3 clusters Score -1770046 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1770561.500000 Penalty: 4773.883789
	Iteration 5F: 3 clusters Score -1770562 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1771155.750000 Penalty: 4773.883789
	Iteration 6F: 3 clusters Score -1771156 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1771856.125000 Penalty: 4773.883789
	Iteration 7F: 3 clusters Score -1771856 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1772550.000000 Penalty: 4773.883789
	Iteration 8F: 3 clusters Score -1772550 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1773171.125000 Penalty: 4773.883789
	Iteration 9F: 3 clusters Score -1773171 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1773680.125000 Penalty: 4773.883789
	Iteration 10Q: 3 clusters Score -1773680 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1774031.250000 Penalty: 4773.883789
	Iteration 11Q: 3 clusters Score -1774031 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1774282.625000 Penalty: 4773.883789
	Iteration 12Q: 3 clusters Score -1774283 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1774455.000000 Penalty: 4773.883789
	Iteration 13Q: 3 clusters Score -1774455 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1774604.875000 Penalty: 4773.883789
	Iteration 14Q: 3 clusters Score -1774605 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1774707.625000 Penalty: 4773.883789
	Iteration 15Q: 3 clusters Score -1774708 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1774771.750000 Penalty: 4773.883789
	Iteration 16Q: 3 clusters Score -1774772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1774818.250000 Penalty: 4773.883789
	Iteration 17Q: 3 clusters Score -1774818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1774859.625000 Penalty: 4773.883789
	Iteration 18Q: 3 clusters Score -1774860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1774881.750000 Penalty: 4773.883789
	Iteration 19Q: 3 clusters Score -1774882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1774891.250000 Penalty: 4773.883789
	Iteration 20F: 3 clusters Score -1774891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1774903.375000 Penalty: 4773.883789
	Iteration 21Q: 3 clusters Score -1774903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1774911.875000 Penalty: 4773.883789
	Iteration 22Q: 3 clusters Score -1774912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1774919.625000 Penalty: 4773.883789
	Iteration 23Q: 3 clusters Score -1774920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1774926.375000 Penalty: 4773.883789
	Iteration 24Q: 3 clusters Score -1774926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1774927.000000 Penalty: 4773.883789
	Iteration 25Q: 3 clusters Score -1774927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1774927.375000 Penalty: 4773.883789
	Iteration 26Q: 3 clusters Score -1774927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1774929.875000 Penalty: 4773.883789
	Iteration 27Q: 3 clusters Score -1774930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1774933.500000 Penalty: 4773.883789
	Iteration 28Q: 3 clusters Score -1774934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1774932.375000 Penalty: 4773.883789
	Iteration 29Q: 3 clusters Score -1774932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1774932.875000 Penalty: 4773.883789
	Iteration 30Q: 3 clusters Score -1774933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1774933.250000 Penalty: 4773.883789
	Iteration 31Q: 3 clusters Score -1774933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1774936.500000 Penalty: 4773.883789
	Iteration 32Q: 3 clusters Score -1774936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1774938.375000 Penalty: 4773.883789
	Iteration 33Q: 3 clusters Score -1774938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1774938.125000 Penalty: 4773.883789
	Iteration 34Q: 3 clusters Score -1774938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1774940.875000 Penalty: 4773.883789
	Iteration 35Q: 3 clusters Score -1774941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1774939.875000 Penalty: 4773.883789
	Iteration 36Q: 3 clusters Score -1774940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1774939.875000 Penalty: 4773.883789
	Iteration 37F: 3 clusters Score -1774940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -132117.171875 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -132117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130071.445312 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -130071.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -130875.914062 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -130875.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -131339.734375 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -131339.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -131912.250000 Penalty: 3574.730957
	Iteration 3F: 3 clusters Score -131912.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -132745.703125 Penalty: 3574.730957
	Iteration 4F: 3 clusters Score -132745.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -133120.593750 Penalty: 3574.730957
	Iteration 5F: 3 clusters Score -133120.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -133452.250000 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -133452.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -133995.703125 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -133995.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -134088.765625 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -134088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -134099.343750 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -134099.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -134102.328125 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -134102.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -134107.500000 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -134107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -134113.359375 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -134113.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -134123.265625 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -134123.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -134127.843750 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -134127.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -134134.578125 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -134134.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -134141.296875 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -134141.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -134145.093750 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -134145.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -134153.437500 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -134153.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -134154.562500 Penalty: 3574.730957
	Iteration 19Q: 3 clusters Score -134154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -134155.656250 Penalty: 3574.730957
	Iteration 20F: 3 clusters Score -134155.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -134156.296875 Penalty: 3574.730957
	Iteration 21Q: 3 clusters Score -134156.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -134156.296875 Penalty: 3574.730957
	Iteration 22F: 3 clusters Score -134156.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119861 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14714 members 
Mstep: Class 8 contains 65165 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19010 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6259 members 
Mstep: Class 13 contains 23507 members 
Mstep: Class 14 contains 41891 members 
Mstep: Class 15 contains 15135 members 
Mstep: Class 16 contains 373 members 
Mstep: Class 17 contains 15748 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320591 members 
Mstep: Class 20 contains 159057 members 
Mstep: Class 21 contains 594 members 
Mstep: Class 22 contains 976 members 
Entering Unmasked Estep 
Score: -92688592.000000 Penalty: 74294.250000
Splitting cluster 16 changes total score from -92688072.000000 to -92688592.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (15748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Entering Unmasked Estep 
Score: -1707633.000000 Penalty: 2396.788330
	Iteration 0F: 2 clusters Score -1707633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1696273.250000 Penalty: 4793.576660
	Iteration 0F: 3 clusters Score -1696273 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1699875.125000 Penalty: 4793.576660
	Iteration 1F: 3 clusters Score -1699875 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1700188.875000 Penalty: 4793.576660
	Iteration 2F: 3 clusters Score -1700189 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1700484.500000 Penalty: 4793.576660
	Iteration 3Q: 3 clusters Score -1700484 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1700803.750000 Penalty: 4793.576660
	Iteration 4Q: 3 clusters Score -1700804 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1701192.750000 Penalty: 4793.576660
	Iteration 5Q: 3 clusters Score -1701193 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1701654.000000 Penalty: 4793.576660
	Iteration 6Q: 3 clusters Score -1701654 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1702204.625000 Penalty: 4793.576660
	Iteration 7F: 3 clusters Score -1702205 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1702798.125000 Penalty: 4793.576660
	Iteration 8F: 3 clusters Score -1702798 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1703483.375000 Penalty: 4793.576660
	Iteration 9F: 3 clusters Score -1703483 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1704200.500000 Penalty: 4793.576660
	Iteration 10F: 3 clusters Score -1704200 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1704885.625000 Penalty: 4793.576660
	Iteration 11Q: 3 clusters Score -1704886 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1705400.250000 Penalty: 4793.576660
	Iteration 12Q: 3 clusters Score -1705400 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1705798.750000 Penalty: 4793.576660
	Iteration 13Q: 3 clusters Score -1705799 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1705992.125000 Penalty: 4793.576660
	Iteration 14Q: 3 clusters Score -1705992 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1706064.125000 Penalty: 4793.576660
	Iteration 15Q: 3 clusters Score -1706064 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1706106.625000 Penalty: 4793.576660
	Iteration 16Q: 3 clusters Score -1706107 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1706130.875000 Penalty: 4793.576660
	Iteration 17Q: 3 clusters Score -1706131 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1706149.000000 Penalty: 4793.576660
	Iteration 18Q: 3 clusters Score -1706149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1706157.750000 Penalty: 4793.576660
	Iteration 19Q: 3 clusters Score -1706158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1706161.000000 Penalty: 4793.576660
	Iteration 20F: 3 clusters Score -1706161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1706167.500000 Penalty: 4793.576660
	Iteration 21Q: 3 clusters Score -1706168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1706173.000000 Penalty: 4793.576660
	Iteration 22Q: 3 clusters Score -1706173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1706175.750000 Penalty: 4793.576660
	Iteration 23Q: 3 clusters Score -1706176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1706176.375000 Penalty: 4793.576660
	Iteration 24Q: 3 clusters Score -1706176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1706177.750000 Penalty: 4793.576660
	Iteration 25Q: 3 clusters Score -1706178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1706181.500000 Penalty: 4793.576660
	Iteration 26Q: 3 clusters Score -1706182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1706178.875000 Penalty: 4793.576660
	Iteration 27Q: 3 clusters Score -1706179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1706180.625000 Penalty: 4793.576660
	Iteration 28Q: 3 clusters Score -1706181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1706181.000000 Penalty: 4793.576660
	Iteration 29Q: 3 clusters Score -1706181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1706181.000000 Penalty: 4793.576660
	Iteration 30F: 3 clusters Score -1706181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -42274.500000 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -42274.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40866.972656 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -40866.97 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41029.832031 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -41029.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41084.917969 Penalty: 2986.427490
	Iteration 2Q: 3 clusters Score -41084.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41098.808594 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -41098.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41116.035156 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -41116.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41117.789062 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -41117.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41117.789062 Penalty: 2986.427490
	Iteration 6F: 3 clusters Score -41117.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (320591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320591 members 
Entering Unmasked Estep 
Score: -36726020.000000 Penalty: 3144.124512
	Iteration 0F: 2 clusters Score -3.672602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160349 members 
Mstep: Class 2 contains 160242 members 
Entering Unmasked Estep 
Score: -36538004.000000 Penalty: 6288.249023
	Iteration 0F: 3 clusters Score -3.6538e+07 nChanged 155020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163763 members 
Mstep: Class 2 contains 156828 members 
Entering Unmasked Estep 
Score: -36628628.000000 Penalty: 6288.249023
	Iteration 1F: 3 clusters Score -3.662863e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165308 members 
Mstep: Class 2 contains 155283 members 
Entering Unmasked Estep 
Score: -36629980.000000 Penalty: 6288.249023
	Iteration 2Q: 3 clusters Score -3.662998e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167720 members 
Mstep: Class 2 contains 152871 members 
Entering Unmasked Estep 
Score: -36631620.000000 Penalty: 6288.249023
	Iteration 3Q: 3 clusters Score -3.663162e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171363 members 
Mstep: Class 2 contains 149228 members 
Entering Unmasked Estep 
Score: -36633480.000000 Penalty: 6288.249023
	Iteration 4Q: 3 clusters Score -3.663348e+07 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176814 members 
Mstep: Class 2 contains 143777 members 
Entering Unmasked Estep 
Score: -36636576.000000 Penalty: 6288.249023
	Iteration 5Q: 3 clusters Score -3.663658e+07 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184976 members 
Mstep: Class 2 contains 135615 members 
Entering Unmasked Estep 
Score: -36641448.000000 Penalty: 6288.249023
	Iteration 6Q: 3 clusters Score -3.664145e+07 nChanged 15555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196285 members 
Mstep: Class 2 contains 124306 members 
Entering Unmasked Estep 
Score: -36649036.000000 Penalty: 6288.249023
	Iteration 7Q: 3 clusters Score -3.664904e+07 nChanged 18564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210617 members 
Mstep: Class 2 contains 109974 members 
Entering Unmasked Estep 
Score: -36660252.000000 Penalty: 6288.249023
	Iteration 8F: 3 clusters Score -3.666025e+07 nChanged 20299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226330 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -36675804.000000 Penalty: 6288.249023
	Iteration 9F: 3 clusters Score -3.66758e+07 nChanged 19321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240411 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -36691492.000000 Penalty: 6288.249023
	Iteration 10F: 3 clusters Score -3.669149e+07 nChanged 15838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250423 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
Score: -36702752.000000 Penalty: 6288.249023
	Iteration 11Q: 3 clusters Score -3.670275e+07 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257542 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -36708980.000000 Penalty: 6288.249023
	Iteration 12Q: 3 clusters Score -3.670898e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263431 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -36712208.000000 Penalty: 6288.249023
	Iteration 13Q: 3 clusters Score -3.671221e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269058 members 
Mstep: Class 2 contains 51533 members 
Entering Unmasked Estep 
Score: -36714988.000000 Penalty: 6288.249023
	Iteration 14Q: 3 clusters Score -3.671499e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274487 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -36717300.000000 Penalty: 6288.249023
	Iteration 15Q: 3 clusters Score -3.67173e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279736 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -36719904.000000 Penalty: 6288.249023
	Iteration 16Q: 3 clusters Score -3.67199e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284713 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -36722152.000000 Penalty: 6288.249023
	Iteration 17Q: 3 clusters Score -3.672215e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289575 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -36724208.000000 Penalty: 6288.249023
	Iteration 18Q: 3 clusters Score -3.672421e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294052 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -36725352.000000 Penalty: 6288.249023
	Iteration 19Q: 3 clusters Score -3.672535e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298077 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -36726060.000000 Penalty: 6288.249023
	Iteration 20F: 3 clusters Score -3.672606e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301572 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -36726296.000000 Penalty: 6288.249023
	Iteration 21Q: 3 clusters Score -3.67263e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304611 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -36726128.000000 Penalty: 6288.249023
	Iteration 22Q: 3 clusters Score -3.672613e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307286 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -36726208.000000 Penalty: 6288.249023
	Iteration 23Q: 3 clusters Score -3.672621e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309507 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -36725860.000000 Penalty: 6288.249023
	Iteration 24Q: 3 clusters Score -3.672586e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311336 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -36725484.000000 Penalty: 6288.249023
	Iteration 25Q: 3 clusters Score -3.672548e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312866 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -36725220.000000 Penalty: 6288.249023
	Iteration 26Q: 3 clusters Score -3.672522e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314141 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -36724980.000000 Penalty: 6288.249023
	Iteration 27Q: 3 clusters Score -3.672498e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315241 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -36724756.000000 Penalty: 6288.249023
	Iteration 28Q: 3 clusters Score -3.672476e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316087 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -36724688.000000 Penalty: 6288.249023
	Iteration 29Q: 3 clusters Score -3.672469e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316796 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -36724540.000000 Penalty: 6288.249023
	Iteration 30Q: 3 clusters Score -3.672454e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317346 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -36724424.000000 Penalty: 6288.249023
	Iteration 31Q: 3 clusters Score -3.672442e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317797 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -36724244.000000 Penalty: 6288.249023
	Iteration 32Q: 3 clusters Score -3.672424e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318139 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -36724148.000000 Penalty: 6288.249023
	Iteration 33Q: 3 clusters Score -3.672415e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318394 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -36724112.000000 Penalty: 6288.249023
	Iteration 34Q: 3 clusters Score -3.672411e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318615 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -36724068.000000 Penalty: 6288.249023
	Iteration 35Q: 3 clusters Score -3.672407e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318775 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -36724036.000000 Penalty: 6288.249023
	Iteration 36Q: 3 clusters Score -3.672404e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318901 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -36724048.000000 Penalty: 6288.249023
	Iteration 37Q: 3 clusters Score -3.672405e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318993 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -36724012.000000 Penalty: 6288.249023
	Iteration 38Q: 3 clusters Score -3.672401e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319065 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -36724012.000000 Penalty: 6288.249023
	Iteration 39Q: 3 clusters Score -3.672401e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319127 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -36724064.000000 Penalty: 6288.249023
	Iteration 40F: 3 clusters Score -3.672406e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319172 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -36724060.000000 Penalty: 6288.249023
	Iteration 41Q: 3 clusters Score -3.672406e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319212 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -36724068.000000 Penalty: 6288.249023
	Iteration 42Q: 3 clusters Score -3.672407e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319238 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -36724068.000000 Penalty: 6288.249023
	Iteration 43Q: 3 clusters Score -3.672407e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319268 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -36724072.000000 Penalty: 6288.249023
	Iteration 44Q: 3 clusters Score -3.672407e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319298 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -36724076.000000 Penalty: 6288.249023
	Iteration 45Q: 3 clusters Score -3.672408e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319323 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -36724048.000000 Penalty: 6288.249023
	Iteration 46Q: 3 clusters Score -3.672405e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319343 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -36724056.000000 Penalty: 6288.249023
	Iteration 47Q: 3 clusters Score -3.672406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319363 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -36724068.000000 Penalty: 6288.249023
	Iteration 48Q: 3 clusters Score -3.672407e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319380 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -36724076.000000 Penalty: 6288.249023
	Iteration 49Q: 3 clusters Score -3.672408e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319403 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -36724056.000000 Penalty: 6288.249023
	Iteration 50Q: 3 clusters Score -3.672406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319417 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -36724088.000000 Penalty: 6288.249023
	Iteration 51Q: 3 clusters Score -3.672409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319431 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -36724108.000000 Penalty: 6288.249023
	Iteration 52Q: 3 clusters Score -3.672411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319442 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -36724116.000000 Penalty: 6288.249023
	Iteration 53Q: 3 clusters Score -3.672412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319451 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -36724092.000000 Penalty: 6288.249023
	Iteration 54Q: 3 clusters Score -3.672409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319461 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -36724064.000000 Penalty: 6288.249023
	Iteration 55Q: 3 clusters Score -3.672406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319465 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -36724064.000000 Penalty: 6288.249023
	Iteration 56Q: 3 clusters Score -3.672406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319470 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -36724064.000000 Penalty: 6288.249023
	Iteration 57Q: 3 clusters Score -3.672406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319477 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -36724076.000000 Penalty: 6288.249023
	Iteration 58Q: 3 clusters Score -3.672408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319482 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -36724064.000000 Penalty: 6288.249023
	Iteration 59Q: 3 clusters Score -3.672406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319483 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -36724040.000000 Penalty: 6288.249023
	Iteration 60F: 3 clusters Score -3.672404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319483 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -36724068.000000 Penalty: 6288.249023
	Iteration 61Q: 3 clusters Score -3.672407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319486 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -36724056.000000 Penalty: 6288.249023
	Iteration 62Q: 3 clusters Score -3.672406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319491 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -36724064.000000 Penalty: 6288.249023
	Iteration 63Q: 3 clusters Score -3.672406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319491 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -36724076.000000 Penalty: 6288.249023
	Iteration 64Q: 3 clusters Score -3.672408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319491 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -36724080.000000 Penalty: 6288.249023
	Iteration 65Q: 3 clusters Score -3.672408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319492 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -36724072.000000 Penalty: 6288.249023
	Iteration 66Q: 3 clusters Score -3.672407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319492 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -36724068.000000 Penalty: 6288.249023
	Iteration 67Q: 3 clusters Score -3.672407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319493 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -36724064.000000 Penalty: 6288.249023
	Iteration 68Q: 3 clusters Score -3.672406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319495 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -36724064.000000 Penalty: 6288.249023
	Iteration 69Q: 3 clusters Score -3.672406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319495 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -36724060.000000 Penalty: 6288.249023
	Iteration 70Q: 3 clusters Score -3.672406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319494 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -36724064.000000 Penalty: 6288.249023
	Iteration 71Q: 3 clusters Score -3.672406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319495 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -36724068.000000 Penalty: 6288.249023
	Iteration 72Q: 3 clusters Score -3.672407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319496 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -36724068.000000 Penalty: 6288.249023
	Iteration 73Q: 3 clusters Score -3.672407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319497 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -36724076.000000 Penalty: 6288.249023
	Iteration 74Q: 3 clusters Score -3.672408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319500 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -36724072.000000 Penalty: 6288.249023
	Iteration 75Q: 3 clusters Score -3.672407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319503 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -36724056.000000 Penalty: 6288.249023
	Iteration 76Q: 3 clusters Score -3.672406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319507 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -36724048.000000 Penalty: 6288.249023
	Iteration 77Q: 3 clusters Score -3.672405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319509 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -36724052.000000 Penalty: 6288.249023
	Iteration 78Q: 3 clusters Score -3.672405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319509 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -36724052.000000 Penalty: 6288.249023
	Iteration 79F: 3 clusters Score -3.672405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159057 members 
Entering Unmasked Estep 
Score: -18393842.000000 Penalty: 2970.300537
	Iteration 0F: 2 clusters Score -1.839384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
Score: -18288102.000000 Penalty: 5940.601074
	Iteration 0F: 3 clusters Score -1.82881e+07 nChanged 76156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 80045 members 
Entering Unmasked Estep 
Score: -18332662.000000 Penalty: 5940.601074
	Iteration 1F: 3 clusters Score -1.833266e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -18334298.000000 Penalty: 5940.601074
	Iteration 2Q: 3 clusters Score -1.83343e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -18336466.000000 Penalty: 5940.601074
	Iteration 3Q: 3 clusters Score -1.833647e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 80027 members 
Entering Unmasked Estep 
Score: -18339490.000000 Penalty: 5940.601074
	Iteration 4Q: 3 clusters Score -1.833949e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 80117 members 
Entering Unmasked Estep 
Score: -18344136.000000 Penalty: 5940.601074
	Iteration 5F: 3 clusters Score -1.834414e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -18350180.000000 Penalty: 5940.601074
	Iteration 6F: 3 clusters Score -1.835018e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78522 members 
Mstep: Class 2 contains 80535 members 
Entering Unmasked Estep 
Score: -18356846.000000 Penalty: 5940.601074
	Iteration 7F: 3 clusters Score -1.835685e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -18362930.000000 Penalty: 5940.601074
	Iteration 8F: 3 clusters Score -1.836293e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77619 members 
Mstep: Class 2 contains 81438 members 
Entering Unmasked Estep 
Score: -18366810.000000 Penalty: 5940.601074
	Iteration 9F: 3 clusters Score -1.836681e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -18368694.000000 Penalty: 5940.601074
	Iteration 10Q: 3 clusters Score -1.836869e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 82263 members 
Entering Unmasked Estep 
Score: -18369724.000000 Penalty: 5940.601074
	Iteration 11Q: 3 clusters Score -1.836972e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
Score: -18370332.000000 Penalty: 5940.601074
	Iteration 12Q: 3 clusters Score -1.837033e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76058 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -18371124.000000 Penalty: 5940.601074
	Iteration 13Q: 3 clusters Score -1.837112e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 83292 members 
Entering Unmasked Estep 
Score: -18372076.000000 Penalty: 5940.601074
	Iteration 14Q: 3 clusters Score -1.837208e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -18372754.000000 Penalty: 5940.601074
	Iteration 15Q: 3 clusters Score -1.837275e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75501 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -18373480.000000 Penalty: 5940.601074
	Iteration 16Q: 3 clusters Score -1.837348e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 83543 members 
Entering Unmasked Estep 
Score: -18374244.000000 Penalty: 5940.601074
	Iteration 17Q: 3 clusters Score -1.837424e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -18374784.000000 Penalty: 5940.601074
	Iteration 18Q: 3 clusters Score -1.837478e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -18375530.000000 Penalty: 5940.601074
	Iteration 19Q: 3 clusters Score -1.837553e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 83481 members 
Entering Unmasked Estep 
Score: -18376040.000000 Penalty: 5940.601074
	Iteration 20F: 3 clusters Score -1.837604e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75339 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -18376596.000000 Penalty: 5940.601074
	Iteration 21Q: 3 clusters Score -1.83766e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75016 members 
Mstep: Class 2 contains 84041 members 
Entering Unmasked Estep 
Score: -18377068.000000 Penalty: 5940.601074
	Iteration 22Q: 3 clusters Score -1.837707e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74483 members 
Mstep: Class 2 contains 84574 members 
Entering Unmasked Estep 
Score: -18377710.000000 Penalty: 5940.601074
	Iteration 23Q: 3 clusters Score -1.837771e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73665 members 
Mstep: Class 2 contains 85392 members 
Entering Unmasked Estep 
Score: -18378260.000000 Penalty: 5940.601074
	Iteration 24Q: 3 clusters Score -1.837826e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 86458 members 
Entering Unmasked Estep 
Score: -18379128.000000 Penalty: 5940.601074
	Iteration 25Q: 3 clusters Score -1.837913e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -18379988.000000 Penalty: 5940.601074
	Iteration 26Q: 3 clusters Score -1.837999e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -18381110.000000 Penalty: 5940.601074
	Iteration 27Q: 3 clusters Score -1.838111e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -18382304.000000 Penalty: 5940.601074
	Iteration 28Q: 3 clusters Score -1.83823e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 93423 members 
Entering Unmasked Estep 
Score: -18383712.000000 Penalty: 5940.601074
	Iteration 29Q: 3 clusters Score -1.838371e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
Score: -18384894.000000 Penalty: 5940.601074
	Iteration 30Q: 3 clusters Score -1.838489e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 97738 members 
Entering Unmasked Estep 
Score: -18386004.000000 Penalty: 5940.601074
	Iteration 31Q: 3 clusters Score -1.8386e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 99839 members 
Entering Unmasked Estep 
Score: -18386946.000000 Penalty: 5940.601074
	Iteration 32Q: 3 clusters Score -1.838695e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 101851 members 
Entering Unmasked Estep 
Score: -18387686.000000 Penalty: 5940.601074
	Iteration 33Q: 3 clusters Score -1.838769e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -18388294.000000 Penalty: 5940.601074
	Iteration 34Q: 3 clusters Score -1.838829e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -18388936.000000 Penalty: 5940.601074
	Iteration 35Q: 3 clusters Score -1.838894e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 107504 members 
Entering Unmasked Estep 
Score: -18389568.000000 Penalty: 5940.601074
	Iteration 36Q: 3 clusters Score -1.838957e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 109124 members 
Entering Unmasked Estep 
Score: -18390042.000000 Penalty: 5940.601074
	Iteration 37Q: 3 clusters Score -1.839004e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 110623 members 
Entering Unmasked Estep 
Score: -18390380.000000 Penalty: 5940.601074
	Iteration 38Q: 3 clusters Score -1.839038e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 112061 members 
Entering Unmasked Estep 
Score: -18390684.000000 Penalty: 5940.601074
	Iteration 39Q: 3 clusters Score -1.839068e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 113403 members 
Entering Unmasked Estep 
Score: -18391090.000000 Penalty: 5940.601074
	Iteration 40F: 3 clusters Score -1.839109e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 114656 members 
Entering Unmasked Estep 
Score: -18391344.000000 Penalty: 5940.601074
	Iteration 41Q: 3 clusters Score -1.839134e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 115814 members 
Entering Unmasked Estep 
Score: -18391600.000000 Penalty: 5940.601074
	Iteration 42Q: 3 clusters Score -1.83916e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 116890 members 
Entering Unmasked Estep 
Score: -18391840.000000 Penalty: 5940.601074
	Iteration 43Q: 3 clusters Score -1.839184e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 117869 members 
Entering Unmasked Estep 
Score: -18392112.000000 Penalty: 5940.601074
	Iteration 44Q: 3 clusters Score -1.839211e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 118772 members 
Entering Unmasked Estep 
Score: -18392252.000000 Penalty: 5940.601074
	Iteration 45Q: 3 clusters Score -1.839225e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 119589 members 
Entering Unmasked Estep 
Score: -18392400.000000 Penalty: 5940.601074
	Iteration 46Q: 3 clusters Score -1.83924e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 120290 members 
Entering Unmasked Estep 
Score: -18392486.000000 Penalty: 5940.601074
	Iteration 47Q: 3 clusters Score -1.839249e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 120959 members 
Entering Unmasked Estep 
Score: -18392506.000000 Penalty: 5940.601074
	Iteration 48Q: 3 clusters Score -1.839251e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 121571 members 
Entering Unmasked Estep 
Score: -18392666.000000 Penalty: 5940.601074
	Iteration 49Q: 3 clusters Score -1.839267e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 122128 members 
Entering Unmasked Estep 
Score: -18392748.000000 Penalty: 5940.601074
	Iteration 50Q: 3 clusters Score -1.839275e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 122632 members 
Entering Unmasked Estep 
Score: -18392766.000000 Penalty: 5940.601074
	Iteration 51Q: 3 clusters Score -1.839277e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 123083 members 
Entering Unmasked Estep 
Score: -18392750.000000 Penalty: 5940.601074
	Iteration 52Q: 3 clusters Score -1.839275e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 123540 members 
Entering Unmasked Estep 
Score: -18392780.000000 Penalty: 5940.601074
	Iteration 53Q: 3 clusters Score -1.839278e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 123953 members 
Entering Unmasked Estep 
Score: -18392822.000000 Penalty: 5940.601074
	Iteration 54Q: 3 clusters Score -1.839282e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 124371 members 
Entering Unmasked Estep 
Score: -18392794.000000 Penalty: 5940.601074
	Iteration 55Q: 3 clusters Score -1.839279e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 124759 members 
Entering Unmasked Estep 
Score: -18392866.000000 Penalty: 5940.601074
	Iteration 56Q: 3 clusters Score -1.839287e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 125139 members 
Entering Unmasked Estep 
Score: -18392866.000000 Penalty: 5940.601074
	Iteration 57Q: 3 clusters Score -1.839287e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 125498 members 
Entering Unmasked Estep 
Score: -18392920.000000 Penalty: 5940.601074
	Iteration 58Q: 3 clusters Score -1.839292e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 125848 members 
Entering Unmasked Estep 
Score: -18392932.000000 Penalty: 5940.601074
	Iteration 59Q: 3 clusters Score -1.839293e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 126181 members 
Entering Unmasked Estep 
Score: -18392936.000000 Penalty: 5940.601074
	Iteration 60F: 3 clusters Score -1.839294e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 126476 members 
Entering Unmasked Estep 
Score: -18392968.000000 Penalty: 5940.601074
	Iteration 61Q: 3 clusters Score -1.839297e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 126707 members 
Entering Unmasked Estep 
Score: -18393002.000000 Penalty: 5940.601074
	Iteration 62Q: 3 clusters Score -1.8393e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 126915 members 
Entering Unmasked Estep 
Score: -18393004.000000 Penalty: 5940.601074
	Iteration 63Q: 3 clusters Score -1.8393e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 127110 members 
Entering Unmasked Estep 
Score: -18392984.000000 Penalty: 5940.601074
	Iteration 64Q: 3 clusters Score -1.839298e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 127309 members 
Entering Unmasked Estep 
Score: -18392990.000000 Penalty: 5940.601074
	Iteration 65Q: 3 clusters Score -1.839299e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 127471 members 
Entering Unmasked Estep 
Score: -18392982.000000 Penalty: 5940.601074
	Iteration 66Q: 3 clusters Score -1.839298e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 127621 members 
Entering Unmasked Estep 
Score: -18393000.000000 Penalty: 5940.601074
	Iteration 67Q: 3 clusters Score -1.8393e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 127754 members 
Entering Unmasked Estep 
Score: -18393048.000000 Penalty: 5940.601074
	Iteration 68Q: 3 clusters Score -1.839305e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 127861 members 
Entering Unmasked Estep 
Score: -18393014.000000 Penalty: 5940.601074
	Iteration 69Q: 3 clusters Score -1.839301e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 127952 members 
Entering Unmasked Estep 
Score: -18393018.000000 Penalty: 5940.601074
	Iteration 70Q: 3 clusters Score -1.839302e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 128042 members 
Entering Unmasked Estep 
Score: -18393058.000000 Penalty: 5940.601074
	Iteration 71Q: 3 clusters Score -1.839306e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 128130 members 
Entering Unmasked Estep 
Score: -18393050.000000 Penalty: 5940.601074
	Iteration 72Q: 3 clusters Score -1.839305e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 128219 members 
Entering Unmasked Estep 
Score: -18393066.000000 Penalty: 5940.601074
	Iteration 73Q: 3 clusters Score -1.839307e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 128303 members 
Entering Unmasked Estep 
Score: -18393026.000000 Penalty: 5940.601074
	Iteration 74Q: 3 clusters Score -1.839303e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 128384 members 
Entering Unmasked Estep 
Score: -18393076.000000 Penalty: 5940.601074
	Iteration 75Q: 3 clusters Score -1.839308e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 128465 members 
Entering Unmasked Estep 
Score: -18393054.000000 Penalty: 5940.601074
	Iteration 76Q: 3 clusters Score -1.839305e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 128549 members 
Entering Unmasked Estep 
Score: -18393072.000000 Penalty: 5940.601074
	Iteration 77Q: 3 clusters Score -1.839307e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 128625 members 
Entering Unmasked Estep 
Score: -18393066.000000 Penalty: 5940.601074
	Iteration 78Q: 3 clusters Score -1.839307e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 128691 members 
Entering Unmasked Estep 
Score: -18393052.000000 Penalty: 5940.601074
	Iteration 79Q: 3 clusters Score -1.839305e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 128756 members 
Entering Unmasked Estep 
Score: -18393062.000000 Penalty: 5940.601074
	Iteration 80F: 3 clusters Score -1.839306e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 128818 members 
Entering Unmasked Estep 
Score: -18393022.000000 Penalty: 5940.601074
	Iteration 81Q: 3 clusters Score -1.839302e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 128870 members 
Entering Unmasked Estep 
Score: -18393034.000000 Penalty: 5940.601074
	Iteration 82Q: 3 clusters Score -1.839303e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 128921 members 
Entering Unmasked Estep 
Score: -18393004.000000 Penalty: 5940.601074
	Iteration 83Q: 3 clusters Score -1.8393e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 128968 members 
Entering Unmasked Estep 
Score: -18393010.000000 Penalty: 5940.601074
	Iteration 84Q: 3 clusters Score -1.839301e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 129011 members 
Entering Unmasked Estep 
Score: -18393008.000000 Penalty: 5940.601074
	Iteration 85Q: 3 clusters Score -1.839301e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 129046 members 
Entering Unmasked Estep 
Score: -18392996.000000 Penalty: 5940.601074
	Iteration 86Q: 3 clusters Score -1.8393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 129073 members 
Entering Unmasked Estep 
Score: -18392988.000000 Penalty: 5940.601074
	Iteration 87Q: 3 clusters Score -1.839299e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 129105 members 
Entering Unmasked Estep 
Score: -18393026.000000 Penalty: 5940.601074
	Iteration 88Q: 3 clusters Score -1.839303e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 129131 members 
Entering Unmasked Estep 
Score: -18393012.000000 Penalty: 5940.601074
	Iteration 89Q: 3 clusters Score -1.839301e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 129164 members 
Entering Unmasked Estep 
Score: -18392994.000000 Penalty: 5940.601074
	Iteration 90Q: 3 clusters Score -1.839299e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 129197 members 
Entering Unmasked Estep 
Score: -18393006.000000 Penalty: 5940.601074
	Iteration 91Q: 3 clusters Score -1.839301e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 129226 members 
Entering Unmasked Estep 
Score: -18393024.000000 Penalty: 5940.601074
	Iteration 92Q: 3 clusters Score -1.839302e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 129255 members 
Entering Unmasked Estep 
Score: -18393028.000000 Penalty: 5940.601074
	Iteration 93Q: 3 clusters Score -1.839303e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 129287 members 
Entering Unmasked Estep 
Score: -18393030.000000 Penalty: 5940.601074
	Iteration 94Q: 3 clusters Score -1.839303e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 129322 members 
Entering Unmasked Estep 
Score: -18393010.000000 Penalty: 5940.601074
	Iteration 95Q: 3 clusters Score -1.839301e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 129355 members 
Entering Unmasked Estep 
Score: -18393012.000000 Penalty: 5940.601074
	Iteration 96Q: 3 clusters Score -1.839301e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 129383 members 
Entering Unmasked Estep 
Score: -18393008.000000 Penalty: 5940.601074
	Iteration 97Q: 3 clusters Score -1.839301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 129401 members 
Entering Unmasked Estep 
Score: -18393002.000000 Penalty: 5940.601074
	Iteration 98Q: 3 clusters Score -1.8393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 129417 members 
Entering Unmasked Estep 
Score: -18392998.000000 Penalty: 5940.601074
	Iteration 99Q: 3 clusters Score -1.8393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 129432 members 
Entering Unmasked Estep 
Score: -18392984.000000 Penalty: 5940.601074
	Iteration 100F: 3 clusters Score -1.839298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 129447 members 
Entering Unmasked Estep 
Score: -18392982.000000 Penalty: 5940.601074
	Iteration 101Q: 3 clusters Score -1.839298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 129457 members 
Entering Unmasked Estep 
Score: -18392982.000000 Penalty: 5940.601074
	Iteration 102Q: 3 clusters Score -1.839298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 129464 members 
Entering Unmasked Estep 
Score: -18392988.000000 Penalty: 5940.601074
	Iteration 103Q: 3 clusters Score -1.839299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 129470 members 
Entering Unmasked Estep 
Score: -18392986.000000 Penalty: 5940.601074
	Iteration 104Q: 3 clusters Score -1.839299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 129472 members 
Entering Unmasked Estep 
Score: -18392990.000000 Penalty: 5940.601074
	Iteration 105Q: 3 clusters Score -1.839299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 129473 members 
Entering Unmasked Estep 
Score: -18392980.000000 Penalty: 5940.601074
	Iteration 106Q: 3 clusters Score -1.839298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 129473 members 
Entering Unmasked Estep 
Score: -18392980.000000 Penalty: 5940.601074
	Iteration 107F: 3 clusters Score -1.839298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -57450.367188 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -57450.37 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 281 members 
Entering Unmasked Estep 
Score: -55878.136719 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -55878.14 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56270.234375 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -56270.23 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56753.027344 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -56753.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -57343.300781 Penalty: 3167.892090
	Iteration 3F: 3 clusters Score -57343.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -57547.250000 Penalty: 3167.892090
	Iteration 4F: 3 clusters Score -57547.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -57628.074219 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -57628.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -57681.109375 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -57681.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -57711.875000 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -57711.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -57718.785156 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -57718.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -57751.031250 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -57751.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -57779.312500 Penalty: 3167.892090
	Iteration 10Q: 3 clusters Score -57779.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -57809.046875 Penalty: 3167.892090
	Iteration 11Q: 3 clusters Score -57809.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -57809.046875 Penalty: 3167.892090
	Iteration 12F: 3 clusters Score -57809.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119861 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14714 members 
Mstep: Class 8 contains 65165 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19010 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6259 members 
Mstep: Class 13 contains 23507 members 
Mstep: Class 14 contains 41891 members 
Mstep: Class 15 contains 15135 members 
Mstep: Class 16 contains 373 members 
Mstep: Class 17 contains 15748 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320591 members 
Mstep: Class 20 contains 159057 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 87 members 
Entering Unmasked Estep 
Score: -92687144.000000 Penalty: 77671.265625
Splitting cluster 21 changes total score from -92688072.000000 to -92687144.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119861 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14714 members 
Mstep: Class 8 contains 65165 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19010 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6259 members 
Mstep: Class 13 contains 23507 members 
Mstep: Class 14 contains 41891 members 
Mstep: Class 15 contains 15135 members 
Mstep: Class 16 contains 373 members 
Mstep: Class 17 contains 15748 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320591 members 
Mstep: Class 20 contains 159057 members 
Mstep: Class 21 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688624.000000 Penalty: 74294.250000
Iteration 119Q: 23 clusters Score -9.268862e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119879 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14724 members 
Mstep: Class 8 contains 65161 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19012 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6260 members 
Mstep: Class 13 contains 23506 members 
Mstep: Class 14 contains 41888 members 
Mstep: Class 15 contains 15155 members 
Mstep: Class 16 contains 384 members 
Mstep: Class 17 contains 15748 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320583 members 
Mstep: Class 20 contains 159021 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688664.000000 Penalty: 74294.250000
Iteration 120F: 23 clusters Score -9.268866e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 119891 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14734 members 
Mstep: Class 8 contains 65161 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19014 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6260 members 
Mstep: Class 13 contains 23506 members 
Mstep: Class 14 contains 41885 members 
Mstep: Class 15 contains 15177 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 15749 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320579 members 
Mstep: Class 20 contains 158981 members 
Mstep: Class 21 contains 579 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688680.000000 Penalty: 74294.250000
Iteration 121Q: 23 clusters Score -9.268868e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 119902 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14739 members 
Mstep: Class 8 contains 65162 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19017 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6260 members 
Mstep: Class 13 contains 23505 members 
Mstep: Class 14 contains 41883 members 
Mstep: Class 15 contains 15191 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 15748 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320576 members 
Mstep: Class 20 contains 158954 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688704.000000 Penalty: 74294.250000
Iteration 122Q: 23 clusters Score -9.26887e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 119908 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14744 members 
Mstep: Class 8 contains 65165 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19022 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6260 members 
Mstep: Class 13 contains 23502 members 
Mstep: Class 14 contains 41882 members 
Mstep: Class 15 contains 15203 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 15747 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320582 members 
Mstep: Class 20 contains 158922 members 
Mstep: Class 21 contains 574 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688696.000000 Penalty: 74294.250000
Iteration 123Q: 23 clusters Score -9.26887e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 119921 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14750 members 
Mstep: Class 8 contains 65166 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19022 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6260 members 
Mstep: Class 13 contains 23502 members 
Mstep: Class 14 contains 41875 members 
Mstep: Class 15 contains 15216 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 15748 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320589 members 
Mstep: Class 20 contains 158888 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688736.000000 Penalty: 74294.250000
Iteration 124Q: 23 clusters Score -9.268874e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 119930 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14765 members 
Mstep: Class 8 contains 65167 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19022 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6261 members 
Mstep: Class 13 contains 23501 members 
Mstep: Class 14 contains 41873 members 
Mstep: Class 15 contains 15225 members 
Mstep: Class 16 contains 398 members 
Mstep: Class 17 contains 15749 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320603 members 
Mstep: Class 20 contains 158841 members 
Mstep: Class 21 contains 571 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688744.000000 Penalty: 74294.250000
Iteration 125Q: 23 clusters Score -9.268874e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 119948 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14778 members 
Mstep: Class 8 contains 65165 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19023 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6261 members 
Mstep: Class 13 contains 23501 members 
Mstep: Class 14 contains 41871 members 
Mstep: Class 15 contains 15237 members 
Mstep: Class 16 contains 400 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320604 members 
Mstep: Class 20 contains 158800 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688824.000000 Penalty: 74294.250000
Iteration 126Q: 23 clusters Score -9.268882e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 119959 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14792 members 
Mstep: Class 8 contains 65164 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19021 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6262 members 
Mstep: Class 13 contains 23499 members 
Mstep: Class 14 contains 41871 members 
Mstep: Class 15 contains 15254 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320603 members 
Mstep: Class 20 contains 158763 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688792.000000 Penalty: 74294.250000
Iteration 127Q: 23 clusters Score -9.268879e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 119974 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14808 members 
Mstep: Class 8 contains 65165 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19019 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6263 members 
Mstep: Class 13 contains 23498 members 
Mstep: Class 14 contains 41869 members 
Mstep: Class 15 contains 15264 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320608 members 
Mstep: Class 20 contains 158719 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688824.000000 Penalty: 74294.250000
Iteration 128Q: 23 clusters Score -9.268882e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 119985 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14819 members 
Mstep: Class 8 contains 65167 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19019 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6264 members 
Mstep: Class 13 contains 23496 members 
Mstep: Class 14 contains 41866 members 
Mstep: Class 15 contains 15275 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320614 members 
Mstep: Class 20 contains 158682 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688784.000000 Penalty: 74294.250000
Iteration 129Q: 23 clusters Score -9.268878e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 119992 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 65165 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19019 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6264 members 
Mstep: Class 13 contains 23495 members 
Mstep: Class 14 contains 41866 members 
Mstep: Class 15 contains 15284 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320611 members 
Mstep: Class 20 contains 158660 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688808.000000 Penalty: 74294.250000
Iteration 130Q: 23 clusters Score -9.268881e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120004 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14841 members 
Mstep: Class 8 contains 65166 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19019 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6264 members 
Mstep: Class 13 contains 23493 members 
Mstep: Class 14 contains 41866 members 
Mstep: Class 15 contains 15291 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320618 members 
Mstep: Class 20 contains 158625 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688856.000000 Penalty: 74294.250000
Iteration 131Q: 23 clusters Score -9.268886e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120006 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14854 members 
Mstep: Class 8 contains 65166 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 19019 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6264 members 
Mstep: Class 13 contains 23492 members 
Mstep: Class 14 contains 41864 members 
Mstep: Class 15 contains 15298 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320629 members 
Mstep: Class 20 contains 158595 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688872.000000 Penalty: 74294.250000
Iteration 132Q: 23 clusters Score -9.268887e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120010 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14858 members 
Mstep: Class 8 contains 65169 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 19021 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 6264 members 
Mstep: Class 13 contains 23493 members 
Mstep: Class 14 contains 41860 members 
Mstep: Class 15 contains 15308 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15749 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320642 members 
Mstep: Class 20 contains 158563 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688928.000000 Penalty: 74294.250000
Iteration 133Q: 23 clusters Score -9.268893e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120015 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14864 members 
Mstep: Class 8 contains 65170 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 19023 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6264 members 
Mstep: Class 13 contains 23492 members 
Mstep: Class 14 contains 41858 members 
Mstep: Class 15 contains 15314 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320654 members 
Mstep: Class 20 contains 158530 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688904.000000 Penalty: 74294.250000
Iteration 134Q: 23 clusters Score -9.26889e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120017 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14868 members 
Mstep: Class 8 contains 65168 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19026 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6264 members 
Mstep: Class 13 contains 23492 members 
Mstep: Class 14 contains 41858 members 
Mstep: Class 15 contains 15318 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320665 members 
Mstep: Class 20 contains 158507 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688864.000000 Penalty: 74294.250000
Iteration 135Q: 23 clusters Score -9.268886e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120027 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14873 members 
Mstep: Class 8 contains 65168 members 
Mstep: Class 9 contains 2415 members 
Mstep: Class 10 contains 19027 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6264 members 
Mstep: Class 13 contains 23491 members 
Mstep: Class 14 contains 41858 members 
Mstep: Class 15 contains 15324 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320675 members 
Mstep: Class 20 contains 158475 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688896.000000 Penalty: 74294.250000
Iteration 136Q: 23 clusters Score -9.26889e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120038 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14878 members 
Mstep: Class 8 contains 65169 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 19024 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6266 members 
Mstep: Class 13 contains 23490 members 
Mstep: Class 14 contains 41857 members 
Mstep: Class 15 contains 15327 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320681 members 
Mstep: Class 20 contains 158454 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688856.000000 Penalty: 74294.250000
Iteration 137Q: 23 clusters Score -9.268886e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120046 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 65169 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6266 members 
Mstep: Class 13 contains 23491 members 
Mstep: Class 14 contains 41855 members 
Mstep: Class 15 contains 15328 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320695 members 
Mstep: Class 20 contains 158423 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688816.000000 Penalty: 74294.250000
Iteration 138Q: 23 clusters Score -9.268882e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120059 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65170 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6266 members 
Mstep: Class 13 contains 23487 members 
Mstep: Class 14 contains 41853 members 
Mstep: Class 15 contains 15329 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15752 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320706 members 
Mstep: Class 20 contains 158400 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688840.000000 Penalty: 74294.250000
Iteration 139Q: 23 clusters Score -9.268884e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120069 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65173 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19024 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6266 members 
Mstep: Class 13 contains 23486 members 
Mstep: Class 14 contains 41852 members 
Mstep: Class 15 contains 15328 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15753 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320724 members 
Mstep: Class 20 contains 158371 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688736.000000 Penalty: 74294.250000
Iteration 140F: 23 clusters Score -9.268874e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120075 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 65174 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6266 members 
Mstep: Class 13 contains 23485 members 
Mstep: Class 14 contains 41851 members 
Mstep: Class 15 contains 15329 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15754 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320727 members 
Mstep: Class 20 contains 158359 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688800.000000 Penalty: 74294.250000
Iteration 141Q: 23 clusters Score -9.26888e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120084 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 65174 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41851 members 
Mstep: Class 15 contains 15331 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15755 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320725 members 
Mstep: Class 20 contains 158349 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688768.000000 Penalty: 74294.250000
Iteration 142Q: 23 clusters Score -9.268877e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120094 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 65176 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19024 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23482 members 
Mstep: Class 14 contains 41850 members 
Mstep: Class 15 contains 15332 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15755 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320717 members 
Mstep: Class 20 contains 158348 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688768.000000 Penalty: 74294.250000
Iteration 143Q: 23 clusters Score -9.268877e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120104 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 65177 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19024 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23482 members 
Mstep: Class 14 contains 41850 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15755 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320709 members 
Mstep: Class 20 contains 158341 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688736.000000 Penalty: 74294.250000
Iteration 144Q: 23 clusters Score -9.268874e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120107 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 65178 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19024 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23482 members 
Mstep: Class 14 contains 41847 members 
Mstep: Class 15 contains 15340 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15754 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320718 members 
Mstep: Class 20 contains 158328 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688752.000000 Penalty: 74294.250000
Iteration 145Q: 23 clusters Score -9.268875e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120114 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 65178 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23482 members 
Mstep: Class 14 contains 41841 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15754 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320727 members 
Mstep: Class 20 contains 158313 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688768.000000 Penalty: 74294.250000
Iteration 146Q: 23 clusters Score -9.268877e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120121 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 65178 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19026 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23482 members 
Mstep: Class 14 contains 41840 members 
Mstep: Class 15 contains 15348 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15754 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320731 members 
Mstep: Class 20 contains 158298 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688736.000000 Penalty: 74294.250000
Iteration 147Q: 23 clusters Score -9.268874e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120127 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 65178 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19026 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23483 members 
Mstep: Class 14 contains 41840 members 
Mstep: Class 15 contains 15353 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15754 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320729 members 
Mstep: Class 20 contains 158288 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688728.000000 Penalty: 74294.250000
Iteration 148Q: 23 clusters Score -9.268873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120132 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 65178 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19026 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41840 members 
Mstep: Class 15 contains 15358 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15754 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320724 members 
Mstep: Class 20 contains 158282 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688768.000000 Penalty: 74294.250000
Iteration 149Q: 23 clusters Score -9.268877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120136 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65178 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19026 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41840 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15754 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320722 members 
Mstep: Class 20 contains 158279 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688816.000000 Penalty: 74294.250000
Iteration 150Q: 23 clusters Score -9.268882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120139 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65180 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41839 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15755 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320719 members 
Mstep: Class 20 contains 158276 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688872.000000 Penalty: 74294.250000
Iteration 151Q: 23 clusters Score -9.268887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120144 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65181 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41838 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15755 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320716 members 
Mstep: Class 20 contains 158275 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688840.000000 Penalty: 74294.250000
Iteration 152Q: 23 clusters Score -9.268884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120143 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65181 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3992 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41838 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15755 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320718 members 
Mstep: Class 20 contains 158275 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688824.000000 Penalty: 74294.250000
Iteration 153Q: 23 clusters Score -9.268882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120145 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65180 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41839 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15755 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320716 members 
Mstep: Class 20 contains 158276 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688808.000000 Penalty: 74294.250000
Iteration 154Q: 23 clusters Score -9.268881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120146 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65179 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3988 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41842 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320715 members 
Mstep: Class 20 contains 158276 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688816.000000 Penalty: 74294.250000
Iteration 155Q: 23 clusters Score -9.268882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120146 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65180 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3986 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41845 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320714 members 
Mstep: Class 20 contains 158275 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688768.000000 Penalty: 74294.250000
Iteration 156Q: 23 clusters Score -9.268877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65180 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3985 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41845 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320716 members 
Mstep: Class 20 contains 158273 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688752.000000 Penalty: 74294.250000
Iteration 157Q: 23 clusters Score -9.268875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65180 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3985 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41844 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320717 members 
Mstep: Class 20 contains 158273 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688744.000000 Penalty: 74294.250000
Iteration 158Q: 23 clusters Score -9.268874e+07 nChanged 1
Entering ConstructFrom: 
Score: -92688744.000000 Penalty: 74294.250000
Entering ConstructFrom: 
Trying to split cluster 1 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -62920.769531 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -62920.77 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 351 members 
Entering Unmasked Estep 
Score: -61398.339844 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -61398.34 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -62142.464844 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -62142.46 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -62792.167969 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -62792.17 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -63444.726562 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -63444.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -63819.535156 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -63819.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -63898.589844 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -63898.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -63986.085938 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -63986.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -64137.089844 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -64137.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -64409.476562 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -64409.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -64727.121094 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -64727.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -64727.121094 Penalty: 3232.031738
	Iteration 10F: 3 clusters Score -64727.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65180 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3985 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41843 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320718 members 
Mstep: Class 20 contains 158273 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 480 members 
Entering Unmasked Estep 
Score: -92688800.000000 Penalty: 77671.265625
Splitting cluster 1 changes total score from -92688744.000000 to -92688800.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 2 (120147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120147 members 
Entering Unmasked Estep 
Score: -14026184.000000 Penalty: 2900.724854
	Iteration 0F: 2 clusters Score -1.402618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -13945820.000000 Penalty: 5801.449707
	Iteration 0F: 3 clusters Score -1.394582e+07 nChanged 57201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 61893 members 
Entering Unmasked Estep 
Score: -13979488.000000 Penalty: 5801.449707
	Iteration 1F: 3 clusters Score -1.397949e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -13980929.000000 Penalty: 5801.449707
	Iteration 2Q: 3 clusters Score -1.398093e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -13982593.000000 Penalty: 5801.449707
	Iteration 3Q: 3 clusters Score -1.398259e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -13984992.000000 Penalty: 5801.449707
	Iteration 4Q: 3 clusters Score -1.398499e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 71513 members 
Entering Unmasked Estep 
Score: -13988679.000000 Penalty: 5801.449707
	Iteration 5F: 3 clusters Score -1.398868e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -13994074.000000 Penalty: 5801.449707
	Iteration 6F: 3 clusters Score -1.399407e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -14001369.000000 Penalty: 5801.449707
	Iteration 7F: 3 clusters Score -1.400137e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 83509 members 
Entering Unmasked Estep 
Score: -14009712.000000 Penalty: 5801.449707
	Iteration 8F: 3 clusters Score -1.400971e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 84530 members 
Entering Unmasked Estep 
Score: -14016371.000000 Penalty: 5801.449707
	Iteration 9F: 3 clusters Score -1.401637e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -14019448.000000 Penalty: 5801.449707
	Iteration 10Q: 3 clusters Score -1.401945e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
Score: -14020986.000000 Penalty: 5801.449707
	Iteration 11Q: 3 clusters Score -1.402099e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 83720 members 
Entering Unmasked Estep 
Score: -14021770.000000 Penalty: 5801.449707
	Iteration 12Q: 3 clusters Score -1.402177e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -14022314.000000 Penalty: 5801.449707
	Iteration 13Q: 3 clusters Score -1.402231e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 82943 members 
Entering Unmasked Estep 
Score: -14022674.000000 Penalty: 5801.449707
	Iteration 14Q: 3 clusters Score -1.402267e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -14022887.000000 Penalty: 5801.449707
	Iteration 15Q: 3 clusters Score -1.402289e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -14022952.000000 Penalty: 5801.449707
	Iteration 16Q: 3 clusters Score -1.402295e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
Score: -14022972.000000 Penalty: 5801.449707
	Iteration 17Q: 3 clusters Score -1.402297e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 82069 members 
Entering Unmasked Estep 
Score: -14022949.000000 Penalty: 5801.449707
	Iteration 18Q: 3 clusters Score -1.402295e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -14022974.000000 Penalty: 5801.449707
	Iteration 19Q: 3 clusters Score -1.402297e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 81873 members 
Entering Unmasked Estep 
Score: -14022982.000000 Penalty: 5801.449707
	Iteration 20F: 3 clusters Score -1.402298e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 81807 members 
Entering Unmasked Estep 
Score: -14022982.000000 Penalty: 5801.449707
	Iteration 21Q: 3 clusters Score -1.402298e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 81763 members 
Entering Unmasked Estep 
Score: -14023002.000000 Penalty: 5801.449707
	Iteration 22Q: 3 clusters Score -1.4023e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 81725 members 
Entering Unmasked Estep 
Score: -14023008.000000 Penalty: 5801.449707
	Iteration 23Q: 3 clusters Score -1.402301e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -14022998.000000 Penalty: 5801.449707
	Iteration 24Q: 3 clusters Score -1.4023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 81671 members 
Entering Unmasked Estep 
Score: -14022995.000000 Penalty: 5801.449707
	Iteration 25Q: 3 clusters Score -1.4023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -14022994.000000 Penalty: 5801.449707
	Iteration 26Q: 3 clusters Score -1.402299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -14022996.000000 Penalty: 5801.449707
	Iteration 27Q: 3 clusters Score -1.4023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 81636 members 
Entering Unmasked Estep 
Score: -14022993.000000 Penalty: 5801.449707
	Iteration 28Q: 3 clusters Score -1.402299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 81632 members 
Entering Unmasked Estep 
Score: -14022993.000000 Penalty: 5801.449707
	Iteration 29Q: 3 clusters Score -1.402299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 81629 members 
Entering Unmasked Estep 
Score: -14022982.000000 Penalty: 5801.449707
	Iteration 30Q: 3 clusters Score -1.402298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -14022987.000000 Penalty: 5801.449707
	Iteration 31Q: 3 clusters Score -1.402299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 81625 members 
Entering Unmasked Estep 
Score: -14022995.000000 Penalty: 5801.449707
	Iteration 32Q: 3 clusters Score -1.4023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 81625 members 
Entering Unmasked Estep 
Score: -14023000.000000 Penalty: 5801.449707
	Iteration 33Q: 3 clusters Score -1.4023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -14023003.000000 Penalty: 5801.449707
	Iteration 34Q: 3 clusters Score -1.4023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -14023003.000000 Penalty: 5801.449707
	Iteration 35F: 3 clusters Score -1.4023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -128776.601562 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -128776.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -126743.312500 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -126743.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -127020.953125 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -127021 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127107.953125 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -127108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127142.257812 Penalty: 3485.548096
	Iteration 3Q: 3 clusters Score -127142.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127164.929688 Penalty: 3485.548096
	Iteration 4Q: 3 clusters Score -127164.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -127181.585938 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -127181.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127193.218750 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -127193.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127207.351562 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -127207.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -127217.679688 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -127217.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -127226.710938 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -127226.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -127233.218750 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -127233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127237.375000 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -127237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127242.359375 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -127242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127247.265625 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -127247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -127250.539062 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -127250.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -127252.265625 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -127252.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127254.234375 Penalty: 3485.548096
	Iteration 16Q: 3 clusters Score -127254.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127257.750000 Penalty: 3485.548096
	Iteration 17Q: 3 clusters Score -127257.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -127263.703125 Penalty: 3485.548096
	Iteration 18Q: 3 clusters Score -127263.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -127266.648438 Penalty: 3485.548096
	Iteration 19Q: 3 clusters Score -127266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -127266.648438 Penalty: 3485.548096
	Iteration 20F: 3 clusters Score -127266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -222440.453125 Penalty: 1907.983398
	Iteration 0F: 2 clusters Score -222440.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -219667.062500 Penalty: 3815.966797
	Iteration 0F: 3 clusters Score -219667.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -220173.328125 Penalty: 3815.966797
	Iteration 1F: 3 clusters Score -220173.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -220338.578125 Penalty: 3815.966797
	Iteration 2F: 3 clusters Score -220338.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -220463.812500 Penalty: 3815.966797
	Iteration 3F: 3 clusters Score -220463.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -220540.015625 Penalty: 3815.966797
	Iteration 4Q: 3 clusters Score -220540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -220604.765625 Penalty: 3815.966797
	Iteration 5Q: 3 clusters Score -220604.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -220661.109375 Penalty: 3815.966797
	Iteration 6Q: 3 clusters Score -220661.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -220721.625000 Penalty: 3815.966797
	Iteration 7Q: 3 clusters Score -220721.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -220766.796875 Penalty: 3815.966797
	Iteration 8Q: 3 clusters Score -220766.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -220801.062500 Penalty: 3815.966797
	Iteration 9Q: 3 clusters Score -220801.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -220826.812500 Penalty: 3815.966797
	Iteration 10Q: 3 clusters Score -220826.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -220855.000000 Penalty: 3815.966797
	Iteration 11Q: 3 clusters Score -220855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -220878.734375 Penalty: 3815.966797
	Iteration 12Q: 3 clusters Score -220878.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -220903.500000 Penalty: 3815.966797
	Iteration 13Q: 3 clusters Score -220903.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -220929.765625 Penalty: 3815.966797
	Iteration 14Q: 3 clusters Score -220929.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -220945.296875 Penalty: 3815.966797
	Iteration 15Q: 3 clusters Score -220945.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -220963.421875 Penalty: 3815.966797
	Iteration 16Q: 3 clusters Score -220963.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -220973.296875 Penalty: 3815.966797
	Iteration 17Q: 3 clusters Score -220973.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -220980.593750 Penalty: 3815.966797
	Iteration 18Q: 3 clusters Score -220980.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -220988.859375 Penalty: 3815.966797
	Iteration 19Q: 3 clusters Score -220988.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -220997.703125 Penalty: 3815.966797
	Iteration 20F: 3 clusters Score -220997.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -221007.390625 Penalty: 3815.966797
	Iteration 21Q: 3 clusters Score -221007.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -221018.671875 Penalty: 3815.966797
	Iteration 22Q: 3 clusters Score -221018.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -221029.859375 Penalty: 3815.966797
	Iteration 23Q: 3 clusters Score -221029.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -221033.656250 Penalty: 3815.966797
	Iteration 24Q: 3 clusters Score -221033.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -221038.265625 Penalty: 3815.966797
	Iteration 25Q: 3 clusters Score -221038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -221041.390625 Penalty: 3815.966797
	Iteration 26Q: 3 clusters Score -221041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -221043.437500 Penalty: 3815.966797
	Iteration 27Q: 3 clusters Score -221043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -221044.703125 Penalty: 3815.966797
	Iteration 28Q: 3 clusters Score -221044.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -221045.000000 Penalty: 3815.966797
	Iteration 29Q: 3 clusters Score -221045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -221045.000000 Penalty: 3815.966797
	Iteration 30F: 3 clusters Score -221045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -492626.968750 Penalty: 2074.744385
	Iteration 0F: 2 clusters Score -492627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -488554.750000 Penalty: 4149.488770
	Iteration 0F: 3 clusters Score -488554.8 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -489488.343750 Penalty: 4149.488770
	Iteration 1F: 3 clusters Score -489488.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -489695.156250 Penalty: 4149.488770
	Iteration 2F: 3 clusters Score -489695.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -489836.843750 Penalty: 4149.488770
	Iteration 3F: 3 clusters Score -489836.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -489932.406250 Penalty: 4149.488770
	Iteration 4Q: 3 clusters Score -489932.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -490005.250000 Penalty: 4149.488770
	Iteration 5Q: 3 clusters Score -490005.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -490075.187500 Penalty: 4149.488770
	Iteration 6Q: 3 clusters Score -490075.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -490146.156250 Penalty: 4149.488770
	Iteration 7Q: 3 clusters Score -490146.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -490204.906250 Penalty: 4149.488770
	Iteration 8Q: 3 clusters Score -490204.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -490268.093750 Penalty: 4149.488770
	Iteration 9Q: 3 clusters Score -490268.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -490328.875000 Penalty: 4149.488770
	Iteration 10Q: 3 clusters Score -490328.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -490393.156250 Penalty: 4149.488770
	Iteration 11Q: 3 clusters Score -490393.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -490465.968750 Penalty: 4149.488770
	Iteration 12Q: 3 clusters Score -490466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -490527.031250 Penalty: 4149.488770
	Iteration 13Q: 3 clusters Score -490527 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -490587.125000 Penalty: 4149.488770
	Iteration 14Q: 3 clusters Score -490587.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -490646.843750 Penalty: 4149.488770
	Iteration 15Q: 3 clusters Score -490646.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -490693.843750 Penalty: 4149.488770
	Iteration 16Q: 3 clusters Score -490693.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -490737.500000 Penalty: 4149.488770
	Iteration 17Q: 3 clusters Score -490737.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -490773.187500 Penalty: 4149.488770
	Iteration 18Q: 3 clusters Score -490773.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -490812.187500 Penalty: 4149.488770
	Iteration 19Q: 3 clusters Score -490812.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -490853.406250 Penalty: 4149.488770
	Iteration 20F: 3 clusters Score -490853.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -490898.718750 Penalty: 4149.488770
	Iteration 21Q: 3 clusters Score -490898.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -490947.718750 Penalty: 4149.488770
	Iteration 22Q: 3 clusters Score -490947.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -490994.781250 Penalty: 4149.488770
	Iteration 23Q: 3 clusters Score -490994.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -491056.437500 Penalty: 4149.488770
	Iteration 24Q: 3 clusters Score -491056.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -491110.125000 Penalty: 4149.488770
	Iteration 25Q: 3 clusters Score -491110.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -491150.656250 Penalty: 4149.488770
	Iteration 26Q: 3 clusters Score -491150.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -491178.718750 Penalty: 4149.488770
	Iteration 27Q: 3 clusters Score -491178.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -491206.187500 Penalty: 4149.488770
	Iteration 28Q: 3 clusters Score -491206.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -491230.781250 Penalty: 4149.488770
	Iteration 29Q: 3 clusters Score -491230.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -491251.937500 Penalty: 4149.488770
	Iteration 30Q: 3 clusters Score -491251.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -491277.343750 Penalty: 4149.488770
	Iteration 31Q: 3 clusters Score -491277.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -491313.156250 Penalty: 4149.488770
	Iteration 32Q: 3 clusters Score -491313.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -491355.625000 Penalty: 4149.488770
	Iteration 33Q: 3 clusters Score -491355.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -491422.562500 Penalty: 4149.488770
	Iteration 34Q: 3 clusters Score -491422.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -491553.781250 Penalty: 4149.488770
	Iteration 35Q: 3 clusters Score -491553.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -491742.000000 Penalty: 4149.488770
	Iteration 36Q: 3 clusters Score -491742 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -491907.468750 Penalty: 4149.488770
	Iteration 37Q: 3 clusters Score -491907.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -492086.187500 Penalty: 4149.488770
	Iteration 38Q: 3 clusters Score -492086.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -492188.031250 Penalty: 4149.488770
	Iteration 39Q: 3 clusters Score -492188 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -492246.531250 Penalty: 4149.488770
	Iteration 40F: 3 clusters Score -492246.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -492288.406250 Penalty: 4149.488770
	Iteration 41Q: 3 clusters Score -492288.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -492337.656250 Penalty: 4149.488770
	Iteration 42Q: 3 clusters Score -492337.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -492394.656250 Penalty: 4149.488770
	Iteration 43Q: 3 clusters Score -492394.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -492453.593750 Penalty: 4149.488770
	Iteration 44Q: 3 clusters Score -492453.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -492505.062500 Penalty: 4149.488770
	Iteration 45Q: 3 clusters Score -492505.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -492567.687500 Penalty: 4149.488770
	Iteration 46Q: 3 clusters Score -492567.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -492649.375000 Penalty: 4149.488770
	Iteration 47Q: 3 clusters Score -492649.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -492769.218750 Penalty: 4149.488770
	Iteration 48Q: 3 clusters Score -492769.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -492920.406250 Penalty: 4149.488770
	Iteration 49Q: 3 clusters Score -492920.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -493081.625000 Penalty: 4149.488770
	Iteration 50Q: 3 clusters Score -493081.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -493241.281250 Penalty: 4149.488770
	Iteration 51Q: 3 clusters Score -493241.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -493342.656250 Penalty: 4149.488770
	Iteration 52Q: 3 clusters Score -493342.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -493414.625000 Penalty: 4149.488770
	Iteration 53Q: 3 clusters Score -493414.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -493444.375000 Penalty: 4149.488770
	Iteration 54Q: 3 clusters Score -493444.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -493471.156250 Penalty: 4149.488770
	Iteration 55Q: 3 clusters Score -493471.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -493483.843750 Penalty: 4149.488770
	Iteration 56Q: 3 clusters Score -493483.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -493492.437500 Penalty: 4149.488770
	Iteration 57Q: 3 clusters Score -493492.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -493496.312500 Penalty: 4149.488770
	Iteration 58Q: 3 clusters Score -493496.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -493498.343750 Penalty: 4149.488770
	Iteration 59Q: 3 clusters Score -493498.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -493516.000000 Penalty: 4149.488770
	Iteration 60F: 3 clusters Score -493516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -493524.937500 Penalty: 4149.488770
	Iteration 61Q: 3 clusters Score -493524.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -493530.312500 Penalty: 4149.488770
	Iteration 62Q: 3 clusters Score -493530.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -493533.968750 Penalty: 4149.488770
	Iteration 63Q: 3 clusters Score -493534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -493536.062500 Penalty: 4149.488770
	Iteration 64Q: 3 clusters Score -493536.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -493535.812500 Penalty: 4149.488770
	Iteration 65Q: 3 clusters Score -493535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -493536.718750 Penalty: 4149.488770
	Iteration 66Q: 3 clusters Score -493536.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -493536.625000 Penalty: 4149.488770
	Iteration 67Q: 3 clusters Score -493536.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -493536.625000 Penalty: 4149.488770
	Iteration 68F: 3 clusters Score -493536.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 1995 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65180 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3985 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41843 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320718 members 
Mstep: Class 20 contains 158273 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2303 members 
Entering Unmasked Estep 
Score: -92688432.000000 Penalty: 81048.273438
Splitting cluster 5 changes total score from -92688744.000000 to -92688432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -91043.093750 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -91043.09 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 429 members 
Entering Unmasked Estep 
Score: -89260.718750 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -89260.72 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -89459.289062 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -89459.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -89525.976562 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -89525.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -89562.500000 Penalty: 3333.827148
	Iteration 3Q: 3 clusters Score -89562.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89575.898438 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -89575.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -89584.562500 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -89584.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89591.070312 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -89591.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89596.789062 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -89596.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89599.484375 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -89599.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89601.625000 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -89601.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89603.656250 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -89603.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89603.656250 Penalty: 3333.827148
	Iteration 11F: 3 clusters Score -89603.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Entering Unmasked Estep 
Score: -1749256.875000 Penalty: 2382.827637
	Iteration 0F: 2 clusters Score -1749257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1738507.875000 Penalty: 4765.655273
	Iteration 0F: 3 clusters Score -1738508 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1741918.250000 Penalty: 4765.655273
	Iteration 1F: 3 clusters Score -1741918 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1742244.625000 Penalty: 4765.655273
	Iteration 2F: 3 clusters Score -1742245 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1742482.250000 Penalty: 4765.655273
	Iteration 3Q: 3 clusters Score -1742482 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1742688.250000 Penalty: 4765.655273
	Iteration 4Q: 3 clusters Score -1742688 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1742868.250000 Penalty: 4765.655273
	Iteration 5Q: 3 clusters Score -1742868 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1743049.625000 Penalty: 4765.655273
	Iteration 6Q: 3 clusters Score -1743050 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1743221.625000 Penalty: 4765.655273
	Iteration 7Q: 3 clusters Score -1743222 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1743386.000000 Penalty: 4765.655273
	Iteration 8Q: 3 clusters Score -1743386 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1743568.750000 Penalty: 4765.655273
	Iteration 9Q: 3 clusters Score -1743569 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1743777.000000 Penalty: 4765.655273
	Iteration 10Q: 3 clusters Score -1743777 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1744038.750000 Penalty: 4765.655273
	Iteration 11Q: 3 clusters Score -1744039 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1744349.000000 Penalty: 4765.655273
	Iteration 12Q: 3 clusters Score -1744349 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1744692.125000 Penalty: 4765.655273
	Iteration 13Q: 3 clusters Score -1744692 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1745088.750000 Penalty: 4765.655273
	Iteration 14Q: 3 clusters Score -1745089 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1745521.000000 Penalty: 4765.655273
	Iteration 15Q: 3 clusters Score -1745521 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1745894.125000 Penalty: 4765.655273
	Iteration 16Q: 3 clusters Score -1745894 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1746221.625000 Penalty: 4765.655273
	Iteration 17Q: 3 clusters Score -1746222 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1746492.375000 Penalty: 4765.655273
	Iteration 18Q: 3 clusters Score -1746492 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1746699.750000 Penalty: 4765.655273
	Iteration 19Q: 3 clusters Score -1746700 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1746843.000000 Penalty: 4765.655273
	Iteration 20F: 3 clusters Score -1746843 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1746940.250000 Penalty: 4765.655273
	Iteration 21Q: 3 clusters Score -1746940 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1747004.875000 Penalty: 4765.655273
	Iteration 22Q: 3 clusters Score -1747005 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1747037.375000 Penalty: 4765.655273
	Iteration 23Q: 3 clusters Score -1747037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1747067.750000 Penalty: 4765.655273
	Iteration 24Q: 3 clusters Score -1747068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1747099.250000 Penalty: 4765.655273
	Iteration 25Q: 3 clusters Score -1747099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1747119.250000 Penalty: 4765.655273
	Iteration 26Q: 3 clusters Score -1747119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1747134.250000 Penalty: 4765.655273
	Iteration 27Q: 3 clusters Score -1747134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1747154.625000 Penalty: 4765.655273
	Iteration 28Q: 3 clusters Score -1747155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1747169.000000 Penalty: 4765.655273
	Iteration 29Q: 3 clusters Score -1747169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1747181.625000 Penalty: 4765.655273
	Iteration 30Q: 3 clusters Score -1747182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1747190.875000 Penalty: 4765.655273
	Iteration 31Q: 3 clusters Score -1747191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1747194.500000 Penalty: 4765.655273
	Iteration 32Q: 3 clusters Score -1747194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1747195.875000 Penalty: 4765.655273
	Iteration 33Q: 3 clusters Score -1747196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1747199.500000 Penalty: 4765.655273
	Iteration 34Q: 3 clusters Score -1747200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1747205.250000 Penalty: 4765.655273
	Iteration 35Q: 3 clusters Score -1747205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1747209.250000 Penalty: 4765.655273
	Iteration 36Q: 3 clusters Score -1747209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1747212.625000 Penalty: 4765.655273
	Iteration 37Q: 3 clusters Score -1747213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1747216.875000 Penalty: 4765.655273
	Iteration 38Q: 3 clusters Score -1747217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1747218.500000 Penalty: 4765.655273
	Iteration 39Q: 3 clusters Score -1747218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1747225.250000 Penalty: 4765.655273
	Iteration 40F: 3 clusters Score -1747225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1747228.500000 Penalty: 4765.655273
	Iteration 41Q: 3 clusters Score -1747228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1747229.750000 Penalty: 4765.655273
	Iteration 42Q: 3 clusters Score -1747230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1747229.750000 Penalty: 4765.655273
	Iteration 43F: 3 clusters Score -1747230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Entering Unmasked Estep 
Score: -7561493.500000 Penalty: 2749.057129
	Iteration 0F: 2 clusters Score -7561494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -7517766.000000 Penalty: 5498.114258
	Iteration 0F: 3 clusters Score -7517766 nChanged 30422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -7534999.500000 Penalty: 5498.114258
	Iteration 1F: 3 clusters Score -7535000 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -7535792.000000 Penalty: 5498.114258
	Iteration 2Q: 3 clusters Score -7535792 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -7536516.500000 Penalty: 5498.114258
	Iteration 3Q: 3 clusters Score -7536516 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -7537339.000000 Penalty: 5498.114258
	Iteration 4Q: 3 clusters Score -7537339 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -7538335.000000 Penalty: 5498.114258
	Iteration 5Q: 3 clusters Score -7538335 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -7539510.500000 Penalty: 5498.114258
	Iteration 6Q: 3 clusters Score -7539510 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -7541222.500000 Penalty: 5498.114258
	Iteration 7Q: 3 clusters Score -7541222 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -7543394.000000 Penalty: 5498.114258
	Iteration 8F: 3 clusters Score -7543394 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -7546122.500000 Penalty: 5498.114258
	Iteration 9F: 3 clusters Score -7546122 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -7549531.000000 Penalty: 5498.114258
	Iteration 10F: 3 clusters Score -7549531 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -7552964.500000 Penalty: 5498.114258
	Iteration 11F: 3 clusters Score -7552964 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -7555673.000000 Penalty: 5498.114258
	Iteration 12Q: 3 clusters Score -7555673 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -7557417.000000 Penalty: 5498.114258
	Iteration 13Q: 3 clusters Score -7557417 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -7558257.000000 Penalty: 5498.114258
	Iteration 14Q: 3 clusters Score -7558257 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -7558638.000000 Penalty: 5498.114258
	Iteration 15Q: 3 clusters Score -7558638 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -7558823.000000 Penalty: 5498.114258
	Iteration 16Q: 3 clusters Score -7558823 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -7558930.500000 Penalty: 5498.114258
	Iteration 17Q: 3 clusters Score -7558930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -7558998.000000 Penalty: 5498.114258
	Iteration 18Q: 3 clusters Score -7558998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -7559031.000000 Penalty: 5498.114258
	Iteration 19Q: 3 clusters Score -7559031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -7559045.500000 Penalty: 5498.114258
	Iteration 20F: 3 clusters Score -7559046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -7559060.000000 Penalty: 5498.114258
	Iteration 21Q: 3 clusters Score -7559060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -7559068.000000 Penalty: 5498.114258
	Iteration 22Q: 3 clusters Score -7559068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -7559076.000000 Penalty: 5498.114258
	Iteration 23Q: 3 clusters Score -7559076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -7559094.500000 Penalty: 5498.114258
	Iteration 24Q: 3 clusters Score -7559094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -7559104.500000 Penalty: 5498.114258
	Iteration 25Q: 3 clusters Score -7559104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -7559112.500000 Penalty: 5498.114258
	Iteration 26Q: 3 clusters Score -7559112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -7559126.000000 Penalty: 5498.114258
	Iteration 27Q: 3 clusters Score -7559126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -7559136.000000 Penalty: 5498.114258
	Iteration 28Q: 3 clusters Score -7559136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -7559130.000000 Penalty: 5498.114258
	Iteration 29Q: 3 clusters Score -7559130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -7559131.500000 Penalty: 5498.114258
	Iteration 30Q: 3 clusters Score -7559132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -7559134.500000 Penalty: 5498.114258
	Iteration 31Q: 3 clusters Score -7559134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -7559134.500000 Penalty: 5498.114258
	Iteration 32F: 3 clusters Score -7559134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -279029.406250 Penalty: 1931.682007
	Iteration 0F: 2 clusters Score -279029.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -276109.437500 Penalty: 3863.364014
	Iteration 0F: 3 clusters Score -276109.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -276631.187500 Penalty: 3863.364014
	Iteration 1F: 3 clusters Score -276631.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -276753.687500 Penalty: 3863.364014
	Iteration 2F: 3 clusters Score -276753.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -276834.343750 Penalty: 3863.364014
	Iteration 3Q: 3 clusters Score -276834.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -276897.687500 Penalty: 3863.364014
	Iteration 4Q: 3 clusters Score -276897.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -276942.093750 Penalty: 3863.364014
	Iteration 5Q: 3 clusters Score -276942.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -276975.937500 Penalty: 3863.364014
	Iteration 6Q: 3 clusters Score -276975.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -277001.187500 Penalty: 3863.364014
	Iteration 7Q: 3 clusters Score -277001.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -277020.875000 Penalty: 3863.364014
	Iteration 8Q: 3 clusters Score -277020.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -277037.281250 Penalty: 3863.364014
	Iteration 9Q: 3 clusters Score -277037.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -277052.218750 Penalty: 3863.364014
	Iteration 10Q: 3 clusters Score -277052.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -277069.781250 Penalty: 3863.364014
	Iteration 11Q: 3 clusters Score -277069.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -277086.750000 Penalty: 3863.364014
	Iteration 12Q: 3 clusters Score -277086.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -277101.437500 Penalty: 3863.364014
	Iteration 13Q: 3 clusters Score -277101.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -277112.500000 Penalty: 3863.364014
	Iteration 14Q: 3 clusters Score -277112.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -277125.906250 Penalty: 3863.364014
	Iteration 15Q: 3 clusters Score -277125.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -277133.562500 Penalty: 3863.364014
	Iteration 16Q: 3 clusters Score -277133.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -277136.125000 Penalty: 3863.364014
	Iteration 17Q: 3 clusters Score -277136.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -277139.687500 Penalty: 3863.364014
	Iteration 18Q: 3 clusters Score -277139.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -277151.343750 Penalty: 3863.364014
	Iteration 19Q: 3 clusters Score -277151.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -277163.500000 Penalty: 3863.364014
	Iteration 20F: 3 clusters Score -277163.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -277176.281250 Penalty: 3863.364014
	Iteration 21Q: 3 clusters Score -277176.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -277186.500000 Penalty: 3863.364014
	Iteration 22Q: 3 clusters Score -277186.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -277193.406250 Penalty: 3863.364014
	Iteration 23Q: 3 clusters Score -277193.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -277199.218750 Penalty: 3863.364014
	Iteration 24Q: 3 clusters Score -277199.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -277203.312500 Penalty: 3863.364014
	Iteration 25Q: 3 clusters Score -277203.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -277206.906250 Penalty: 3863.364014
	Iteration 26Q: 3 clusters Score -277206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -277209.093750 Penalty: 3863.364014
	Iteration 27Q: 3 clusters Score -277209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -277209.406250 Penalty: 3863.364014
	Iteration 28Q: 3 clusters Score -277209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -277210.031250 Penalty: 3863.364014
	Iteration 29Q: 3 clusters Score -277210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -277210.031250 Penalty: 3863.364014
	Iteration 30F: 3 clusters Score -277210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Entering Unmasked Estep 
Score: -2237789.750000 Penalty: 2443.670166
	Iteration 0F: 2 clusters Score -2237790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2224316.750000 Penalty: 4887.340332
	Iteration 0F: 3 clusters Score -2224317 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2228743.000000 Penalty: 4887.340332
	Iteration 1F: 3 clusters Score -2228743 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2229152.000000 Penalty: 4887.340332
	Iteration 2F: 3 clusters Score -2229152 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2229568.250000 Penalty: 4887.340332
	Iteration 3Q: 3 clusters Score -2229568 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2230038.750000 Penalty: 4887.340332
	Iteration 4Q: 3 clusters Score -2230039 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2230608.250000 Penalty: 4887.340332
	Iteration 5F: 3 clusters Score -2230608 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2231408.500000 Penalty: 4887.340332
	Iteration 6F: 3 clusters Score -2231408 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2232430.750000 Penalty: 4887.340332
	Iteration 7F: 3 clusters Score -2232431 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2233498.250000 Penalty: 4887.340332
	Iteration 8F: 3 clusters Score -2233498 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2234403.750000 Penalty: 4887.340332
	Iteration 9F: 3 clusters Score -2234404 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2234991.250000 Penalty: 4887.340332
	Iteration 10Q: 3 clusters Score -2234991 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2235356.250000 Penalty: 4887.340332
	Iteration 11Q: 3 clusters Score -2235356 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2235529.000000 Penalty: 4887.340332
	Iteration 12Q: 3 clusters Score -2235529 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2235626.250000 Penalty: 4887.340332
	Iteration 13Q: 3 clusters Score -2235626 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2235695.500000 Penalty: 4887.340332
	Iteration 14Q: 3 clusters Score -2235696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2235736.500000 Penalty: 4887.340332
	Iteration 15Q: 3 clusters Score -2235736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2235768.750000 Penalty: 4887.340332
	Iteration 16Q: 3 clusters Score -2235769 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2235793.500000 Penalty: 4887.340332
	Iteration 17Q: 3 clusters Score -2235794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2235810.000000 Penalty: 4887.340332
	Iteration 18Q: 3 clusters Score -2235810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2235820.500000 Penalty: 4887.340332
	Iteration 19Q: 3 clusters Score -2235820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2235826.750000 Penalty: 4887.340332
	Iteration 20F: 3 clusters Score -2235827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2235834.750000 Penalty: 4887.340332
	Iteration 21Q: 3 clusters Score -2235835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2235841.750000 Penalty: 4887.340332
	Iteration 22Q: 3 clusters Score -2235842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2235846.500000 Penalty: 4887.340332
	Iteration 23Q: 3 clusters Score -2235846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2235850.500000 Penalty: 4887.340332
	Iteration 24Q: 3 clusters Score -2235850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2235854.250000 Penalty: 4887.340332
	Iteration 25Q: 3 clusters Score -2235854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2235852.500000 Penalty: 4887.340332
	Iteration 26Q: 3 clusters Score -2235852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2235858.750000 Penalty: 4887.340332
	Iteration 27Q: 3 clusters Score -2235859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2235858.750000 Penalty: 4887.340332
	Iteration 28Q: 3 clusters Score -2235859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2235858.000000 Penalty: 4887.340332
	Iteration 29Q: 3 clusters Score -2235858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2235858.250000 Penalty: 4887.340332
	Iteration 30Q: 3 clusters Score -2235858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2235858.250000 Penalty: 4887.340332
	Iteration 31Q: 3 clusters Score -2235858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2235857.000000 Penalty: 4887.340332
	Iteration 32Q: 3 clusters Score -2235857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2235859.000000 Penalty: 4887.340332
	Iteration 33Q: 3 clusters Score -2235859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2235864.250000 Penalty: 4887.340332
	Iteration 34Q: 3 clusters Score -2235864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2235864.250000 Penalty: 4887.340332
	Iteration 35F: 3 clusters Score -2235864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -434458.781250 Penalty: 2055.992676
	Iteration 0F: 2 clusters Score -434458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -430554.156250 Penalty: 4111.985352
	Iteration 0F: 3 clusters Score -430554.2 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -431554.656250 Penalty: 4111.985352
	Iteration 1F: 3 clusters Score -431554.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -432047.906250 Penalty: 4111.985352
	Iteration 2F: 3 clusters Score -432047.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -432460.125000 Penalty: 4111.985352
	Iteration 3F: 3 clusters Score -432460.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -432936.312500 Penalty: 4111.985352
	Iteration 4F: 3 clusters Score -432936.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -433448.062500 Penalty: 4111.985352
	Iteration 5F: 3 clusters Score -433448.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -433987.843750 Penalty: 4111.985352
	Iteration 6F: 3 clusters Score -433987.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -434343.531250 Penalty: 4111.985352
	Iteration 7F: 3 clusters Score -434343.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -434523.687500 Penalty: 4111.985352
	Iteration 8Q: 3 clusters Score -434523.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -434608.000000 Penalty: 4111.985352
	Iteration 9Q: 3 clusters Score -434608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -434658.781250 Penalty: 4111.985352
	Iteration 10Q: 3 clusters Score -434658.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -434689.250000 Penalty: 4111.985352
	Iteration 11Q: 3 clusters Score -434689.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -434706.843750 Penalty: 4111.985352
	Iteration 12Q: 3 clusters Score -434706.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -434721.843750 Penalty: 4111.985352
	Iteration 13Q: 3 clusters Score -434721.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -434733.062500 Penalty: 4111.985352
	Iteration 14Q: 3 clusters Score -434733.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -434744.875000 Penalty: 4111.985352
	Iteration 15Q: 3 clusters Score -434744.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -434750.562500 Penalty: 4111.985352
	Iteration 16Q: 3 clusters Score -434750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -434753.687500 Penalty: 4111.985352
	Iteration 17Q: 3 clusters Score -434753.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -434757.156250 Penalty: 4111.985352
	Iteration 18Q: 3 clusters Score -434757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -434757.156250 Penalty: 4111.985352
	Iteration 19F: 3 clusters Score -434757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65180 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41843 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320718 members 
Mstep: Class 20 contains 158273 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 3681 members 
Entering Unmasked Estep 
Score: -92687872.000000 Penalty: 81048.273438
Splitting cluster 11 changes total score from -92688744.000000 to -92687872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Entering Unmasked Estep 
Score: -732289.937500 Penalty: 2168.277344
	Iteration 0F: 2 clusters Score -732289.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -726953.000000 Penalty: 4336.554688
	Iteration 0F: 3 clusters Score -726953 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -728323.750000 Penalty: 4336.554688
	Iteration 1F: 3 clusters Score -728323.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -728597.687500 Penalty: 4336.554688
	Iteration 2F: 3 clusters Score -728597.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -728755.625000 Penalty: 4336.554688
	Iteration 3Q: 3 clusters Score -728755.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -728875.500000 Penalty: 4336.554688
	Iteration 4Q: 3 clusters Score -728875.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -728976.062500 Penalty: 4336.554688
	Iteration 5Q: 3 clusters Score -728976.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -729061.187500 Penalty: 4336.554688
	Iteration 6Q: 3 clusters Score -729061.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -729123.937500 Penalty: 4336.554688
	Iteration 7Q: 3 clusters Score -729123.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -729173.562500 Penalty: 4336.554688
	Iteration 8Q: 3 clusters Score -729173.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -729223.000000 Penalty: 4336.554688
	Iteration 9Q: 3 clusters Score -729223 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -729277.750000 Penalty: 4336.554688
	Iteration 10Q: 3 clusters Score -729277.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -729337.250000 Penalty: 4336.554688
	Iteration 11Q: 3 clusters Score -729337.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -729398.375000 Penalty: 4336.554688
	Iteration 12Q: 3 clusters Score -729398.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -729453.000000 Penalty: 4336.554688
	Iteration 13Q: 3 clusters Score -729453 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -729526.687500 Penalty: 4336.554688
	Iteration 14Q: 3 clusters Score -729526.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -729594.062500 Penalty: 4336.554688
	Iteration 15Q: 3 clusters Score -729594.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -729659.562500 Penalty: 4336.554688
	Iteration 16Q: 3 clusters Score -729659.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -729728.500000 Penalty: 4336.554688
	Iteration 17Q: 3 clusters Score -729728.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -729792.937500 Penalty: 4336.554688
	Iteration 18Q: 3 clusters Score -729792.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -729853.812500 Penalty: 4336.554688
	Iteration 19Q: 3 clusters Score -729853.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -729904.437500 Penalty: 4336.554688
	Iteration 20F: 3 clusters Score -729904.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -729955.125000 Penalty: 4336.554688
	Iteration 21Q: 3 clusters Score -729955.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -730000.687500 Penalty: 4336.554688
	Iteration 22Q: 3 clusters Score -730000.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -730042.125000 Penalty: 4336.554688
	Iteration 23Q: 3 clusters Score -730042.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -730081.187500 Penalty: 4336.554688
	Iteration 24Q: 3 clusters Score -730081.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -730112.312500 Penalty: 4336.554688
	Iteration 25Q: 3 clusters Score -730112.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -730140.375000 Penalty: 4336.554688
	Iteration 26Q: 3 clusters Score -730140.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -730165.125000 Penalty: 4336.554688
	Iteration 27Q: 3 clusters Score -730165.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -730188.625000 Penalty: 4336.554688
	Iteration 28Q: 3 clusters Score -730188.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -730208.437500 Penalty: 4336.554688
	Iteration 29Q: 3 clusters Score -730208.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -730227.437500 Penalty: 4336.554688
	Iteration 30Q: 3 clusters Score -730227.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -730241.125000 Penalty: 4336.554688
	Iteration 31Q: 3 clusters Score -730241.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -730258.562500 Penalty: 4336.554688
	Iteration 32Q: 3 clusters Score -730258.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -730270.187500 Penalty: 4336.554688
	Iteration 33Q: 3 clusters Score -730270.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -730276.437500 Penalty: 4336.554688
	Iteration 34Q: 3 clusters Score -730276.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -730286.375000 Penalty: 4336.554688
	Iteration 35Q: 3 clusters Score -730286.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -730293.875000 Penalty: 4336.554688
	Iteration 36Q: 3 clusters Score -730293.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -730302.687500 Penalty: 4336.554688
	Iteration 37Q: 3 clusters Score -730302.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -730310.437500 Penalty: 4336.554688
	Iteration 38Q: 3 clusters Score -730310.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -730318.500000 Penalty: 4336.554688
	Iteration 39Q: 3 clusters Score -730318.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -730327.750000 Penalty: 4336.554688
	Iteration 40F: 3 clusters Score -730327.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -730334.750000 Penalty: 4336.554688
	Iteration 41Q: 3 clusters Score -730334.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -730339.500000 Penalty: 4336.554688
	Iteration 42Q: 3 clusters Score -730339.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -730347.437500 Penalty: 4336.554688
	Iteration 43Q: 3 clusters Score -730347.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -730352.312500 Penalty: 4336.554688
	Iteration 44Q: 3 clusters Score -730352.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -730356.625000 Penalty: 4336.554688
	Iteration 45Q: 3 clusters Score -730356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -730358.562500 Penalty: 4336.554688
	Iteration 46Q: 3 clusters Score -730358.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -730363.500000 Penalty: 4336.554688
	Iteration 47Q: 3 clusters Score -730363.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -730369.375000 Penalty: 4336.554688
	Iteration 48Q: 3 clusters Score -730369.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -730379.062500 Penalty: 4336.554688
	Iteration 49Q: 3 clusters Score -730379.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -730387.062500 Penalty: 4336.554688
	Iteration 50Q: 3 clusters Score -730387.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -730392.000000 Penalty: 4336.554688
	Iteration 51Q: 3 clusters Score -730392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -730399.625000 Penalty: 4336.554688
	Iteration 52Q: 3 clusters Score -730399.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -730403.750000 Penalty: 4336.554688
	Iteration 53Q: 3 clusters Score -730403.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -730404.937500 Penalty: 4336.554688
	Iteration 54Q: 3 clusters Score -730404.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -730409.500000 Penalty: 4336.554688
	Iteration 55Q: 3 clusters Score -730409.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -730412.875000 Penalty: 4336.554688
	Iteration 56Q: 3 clusters Score -730412.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -730417.875000 Penalty: 4336.554688
	Iteration 57Q: 3 clusters Score -730417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -730419.937500 Penalty: 4336.554688
	Iteration 58Q: 3 clusters Score -730419.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -730429.625000 Penalty: 4336.554688
	Iteration 59Q: 3 clusters Score -730429.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -730442.375000 Penalty: 4336.554688
	Iteration 60F: 3 clusters Score -730442.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -730449.000000 Penalty: 4336.554688
	Iteration 61Q: 3 clusters Score -730449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -730455.875000 Penalty: 4336.554688
	Iteration 62Q: 3 clusters Score -730455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -730462.312500 Penalty: 4336.554688
	Iteration 63Q: 3 clusters Score -730462.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -730471.125000 Penalty: 4336.554688
	Iteration 64Q: 3 clusters Score -730471.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -730476.937500 Penalty: 4336.554688
	Iteration 65Q: 3 clusters Score -730476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -730481.437500 Penalty: 4336.554688
	Iteration 66Q: 3 clusters Score -730481.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -730485.687500 Penalty: 4336.554688
	Iteration 67Q: 3 clusters Score -730485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -730486.437500 Penalty: 4336.554688
	Iteration 68Q: 3 clusters Score -730486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -730486.812500 Penalty: 4336.554688
	Iteration 69Q: 3 clusters Score -730486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -730487.875000 Penalty: 4336.554688
	Iteration 70Q: 3 clusters Score -730487.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -730487.875000 Penalty: 4336.554688
	Iteration 71F: 3 clusters Score -730487.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Entering Unmasked Estep 
Score: -2753090.750000 Penalty: 2495.890381
	Iteration 0F: 2 clusters Score -2753091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2736747.750000 Penalty: 4991.780762
	Iteration 0F: 3 clusters Score -2736748 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2742272.500000 Penalty: 4991.780762
	Iteration 1F: 3 clusters Score -2742272 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2742684.500000 Penalty: 4991.780762
	Iteration 2Q: 3 clusters Score -2742684 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2743162.750000 Penalty: 4991.780762
	Iteration 3Q: 3 clusters Score -2743163 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2743726.750000 Penalty: 4991.780762
	Iteration 4Q: 3 clusters Score -2743727 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2744489.250000 Penalty: 4991.780762
	Iteration 5F: 3 clusters Score -2744489 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2745485.250000 Penalty: 4991.780762
	Iteration 6F: 3 clusters Score -2745485 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2746751.750000 Penalty: 4991.780762
	Iteration 7F: 3 clusters Score -2746752 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2748197.000000 Penalty: 4991.780762
	Iteration 8F: 3 clusters Score -2748197 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2749670.500000 Penalty: 4991.780762
	Iteration 9F: 3 clusters Score -2749670 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2750707.500000 Penalty: 4991.780762
	Iteration 10F: 3 clusters Score -2750708 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2751273.500000 Penalty: 4991.780762
	Iteration 11Q: 3 clusters Score -2751274 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2751549.250000 Penalty: 4991.780762
	Iteration 12Q: 3 clusters Score -2751549 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2751708.250000 Penalty: 4991.780762
	Iteration 13Q: 3 clusters Score -2751708 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2751826.500000 Penalty: 4991.780762
	Iteration 14Q: 3 clusters Score -2751826 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2751905.500000 Penalty: 4991.780762
	Iteration 15Q: 3 clusters Score -2751906 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2751960.000000 Penalty: 4991.780762
	Iteration 16Q: 3 clusters Score -2751960 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2752004.250000 Penalty: 4991.780762
	Iteration 17Q: 3 clusters Score -2752004 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2752022.750000 Penalty: 4991.780762
	Iteration 18Q: 3 clusters Score -2752023 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2752039.250000 Penalty: 4991.780762
	Iteration 19Q: 3 clusters Score -2752039 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2752055.000000 Penalty: 4991.780762
	Iteration 20F: 3 clusters Score -2752055 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2752063.000000 Penalty: 4991.780762
	Iteration 21Q: 3 clusters Score -2752063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2752076.500000 Penalty: 4991.780762
	Iteration 22Q: 3 clusters Score -2752076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2752066.500000 Penalty: 4991.780762
	Iteration 23Q: 3 clusters Score -2752066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2752072.250000 Penalty: 4991.780762
	Iteration 24Q: 3 clusters Score -2752072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2752075.250000 Penalty: 4991.780762
	Iteration 25Q: 3 clusters Score -2752075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2752074.000000 Penalty: 4991.780762
	Iteration 26Q: 3 clusters Score -2752074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2752075.500000 Penalty: 4991.780762
	Iteration 27Q: 3 clusters Score -2752076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2752074.250000 Penalty: 4991.780762
	Iteration 28Q: 3 clusters Score -2752074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2752077.000000 Penalty: 4991.780762
	Iteration 29Q: 3 clusters Score -2752077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2752077.000000 Penalty: 4991.780762
	Iteration 30F: 3 clusters Score -2752077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Entering Unmasked Estep 
Score: -4715888.000000 Penalty: 2639.136475
	Iteration 0F: 2 clusters Score -4715888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -4687554.000000 Penalty: 5278.272949
	Iteration 0F: 3 clusters Score -4687554 nChanged 19136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -4698172.000000 Penalty: 5278.272949
	Iteration 1F: 3 clusters Score -4698172 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -4698845.000000 Penalty: 5278.272949
	Iteration 2Q: 3 clusters Score -4698845 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -4699598.500000 Penalty: 5278.272949
	Iteration 3Q: 3 clusters Score -4699598 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -4700749.000000 Penalty: 5278.272949
	Iteration 4F: 3 clusters Score -4700749 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -4702480.500000 Penalty: 5278.272949
	Iteration 5F: 3 clusters Score -4702480 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4704961.500000 Penalty: 5278.272949
	Iteration 6F: 3 clusters Score -4704962 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4707940.500000 Penalty: 5278.272949
	Iteration 7F: 3 clusters Score -4707940 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -4710600.000000 Penalty: 5278.272949
	Iteration 8F: 3 clusters Score -4710600 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -4712341.500000 Penalty: 5278.272949
	Iteration 9Q: 3 clusters Score -4712342 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -4713138.500000 Penalty: 5278.272949
	Iteration 10Q: 3 clusters Score -4713138 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -4713462.000000 Penalty: 5278.272949
	Iteration 11Q: 3 clusters Score -4713462 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -4713589.500000 Penalty: 5278.272949
	Iteration 12Q: 3 clusters Score -4713590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -4713658.500000 Penalty: 5278.272949
	Iteration 13Q: 3 clusters Score -4713658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -4713723.500000 Penalty: 5278.272949
	Iteration 14Q: 3 clusters Score -4713724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -4713745.000000 Penalty: 5278.272949
	Iteration 15Q: 3 clusters Score -4713745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -4713761.500000 Penalty: 5278.272949
	Iteration 16Q: 3 clusters Score -4713762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -4713769.000000 Penalty: 5278.272949
	Iteration 17Q: 3 clusters Score -4713769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -4713781.000000 Penalty: 5278.272949
	Iteration 18Q: 3 clusters Score -4713781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -4713791.000000 Penalty: 5278.272949
	Iteration 19Q: 3 clusters Score -4713791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -4713801.500000 Penalty: 5278.272949
	Iteration 20F: 3 clusters Score -4713802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -4713809.000000 Penalty: 5278.272949
	Iteration 21Q: 3 clusters Score -4713809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -4713824.000000 Penalty: 5278.272949
	Iteration 22Q: 3 clusters Score -4713824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -4713822.000000 Penalty: 5278.272949
	Iteration 23Q: 3 clusters Score -4713822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -4713819.000000 Penalty: 5278.272949
	Iteration 24Q: 3 clusters Score -4713819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -4713828.000000 Penalty: 5278.272949
	Iteration 25Q: 3 clusters Score -4713828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -4713828.000000 Penalty: 5278.272949
	Iteration 26F: 3 clusters Score -4713828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Entering Unmasked Estep 
Score: -1802031.500000 Penalty: 2390.633789
	Iteration 0F: 2 clusters Score -1802032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1790969.875000 Penalty: 4781.267578
	Iteration 0F: 3 clusters Score -1790970 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1794469.125000 Penalty: 4781.267578
	Iteration 1F: 3 clusters Score -1794469 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1794829.750000 Penalty: 4781.267578
	Iteration 2F: 3 clusters Score -1794830 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1795136.250000 Penalty: 4781.267578
	Iteration 3Q: 3 clusters Score -1795136 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1795431.250000 Penalty: 4781.267578
	Iteration 4Q: 3 clusters Score -1795431 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1795717.750000 Penalty: 4781.267578
	Iteration 5Q: 3 clusters Score -1795718 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1796018.750000 Penalty: 4781.267578
	Iteration 6Q: 3 clusters Score -1796019 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1796399.250000 Penalty: 4781.267578
	Iteration 7Q: 3 clusters Score -1796399 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1796849.625000 Penalty: 4781.267578
	Iteration 8F: 3 clusters Score -1796850 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1797393.125000 Penalty: 4781.267578
	Iteration 9F: 3 clusters Score -1797393 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1798022.000000 Penalty: 4781.267578
	Iteration 10F: 3 clusters Score -1798022 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1798685.625000 Penalty: 4781.267578
	Iteration 11F: 3 clusters Score -1798686 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1799308.500000 Penalty: 4781.267578
	Iteration 12F: 3 clusters Score -1799308 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1799829.000000 Penalty: 4781.267578
	Iteration 13Q: 3 clusters Score -1799829 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1800288.625000 Penalty: 4781.267578
	Iteration 14Q: 3 clusters Score -1800289 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1800589.125000 Penalty: 4781.267578
	Iteration 15Q: 3 clusters Score -1800589 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1800801.500000 Penalty: 4781.267578
	Iteration 16Q: 3 clusters Score -1800802 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1800952.625000 Penalty: 4781.267578
	Iteration 17Q: 3 clusters Score -1800953 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1801059.875000 Penalty: 4781.267578
	Iteration 18Q: 3 clusters Score -1801060 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1801138.875000 Penalty: 4781.267578
	Iteration 19Q: 3 clusters Score -1801139 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1801186.375000 Penalty: 4781.267578
	Iteration 20F: 3 clusters Score -1801186 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1801224.375000 Penalty: 4781.267578
	Iteration 21Q: 3 clusters Score -1801224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1801249.250000 Penalty: 4781.267578
	Iteration 22Q: 3 clusters Score -1801249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1801260.750000 Penalty: 4781.267578
	Iteration 23Q: 3 clusters Score -1801261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1801272.000000 Penalty: 4781.267578
	Iteration 24Q: 3 clusters Score -1801272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1801273.375000 Penalty: 4781.267578
	Iteration 25Q: 3 clusters Score -1801273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1801275.125000 Penalty: 4781.267578
	Iteration 26Q: 3 clusters Score -1801275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1801278.125000 Penalty: 4781.267578
	Iteration 27Q: 3 clusters Score -1801278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1801278.250000 Penalty: 4781.267578
	Iteration 28Q: 3 clusters Score -1801278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1801277.000000 Penalty: 4781.267578
	Iteration 29Q: 3 clusters Score -1801277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1801277.000000 Penalty: 4781.267578
	Iteration 30F: 3 clusters Score -1801277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -39934.859375 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -39934.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38541.328125 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -38541.33 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38654.917969 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -38654.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38701.980469 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -38701.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38734.628906 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -38734.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38739.609375 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -38739.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38739.609375 Penalty: 2974.240234
	Iteration 5F: 3 clusters Score -38739.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Entering Unmasked Estep 
Score: -1708540.750000 Penalty: 2396.914062
	Iteration 0F: 2 clusters Score -1708541 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 7873 members 
Entering Unmasked Estep 
Score: -1697171.000000 Penalty: 4793.828125
	Iteration 0F: 3 clusters Score -1697171 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1700833.875000 Penalty: 4793.828125
	Iteration 1F: 3 clusters Score -1700834 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1701202.625000 Penalty: 4793.828125
	Iteration 2F: 3 clusters Score -1701203 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1701463.750000 Penalty: 4793.828125
	Iteration 3Q: 3 clusters Score -1701464 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1701682.750000 Penalty: 4793.828125
	Iteration 4Q: 3 clusters Score -1701683 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1701858.000000 Penalty: 4793.828125
	Iteration 5Q: 3 clusters Score -1701858 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1702030.500000 Penalty: 4793.828125
	Iteration 6Q: 3 clusters Score -1702030 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1702175.500000 Penalty: 4793.828125
	Iteration 7Q: 3 clusters Score -1702176 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1702339.875000 Penalty: 4793.828125
	Iteration 8Q: 3 clusters Score -1702340 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1702512.625000 Penalty: 4793.828125
	Iteration 9Q: 3 clusters Score -1702513 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1702702.000000 Penalty: 4793.828125
	Iteration 10Q: 3 clusters Score -1702702 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1702907.000000 Penalty: 4793.828125
	Iteration 11Q: 3 clusters Score -1702907 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1703137.250000 Penalty: 4793.828125
	Iteration 12Q: 3 clusters Score -1703137 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1703414.000000 Penalty: 4793.828125
	Iteration 13Q: 3 clusters Score -1703414 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1703691.625000 Penalty: 4793.828125
	Iteration 14Q: 3 clusters Score -1703692 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1703965.500000 Penalty: 4793.828125
	Iteration 15Q: 3 clusters Score -1703966 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1704253.125000 Penalty: 4793.828125
	Iteration 16Q: 3 clusters Score -1704253 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1704477.875000 Penalty: 4793.828125
	Iteration 17Q: 3 clusters Score -1704478 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1704691.125000 Penalty: 4793.828125
	Iteration 18Q: 3 clusters Score -1704691 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1704898.125000 Penalty: 4793.828125
	Iteration 19Q: 3 clusters Score -1704898 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1705123.250000 Penalty: 4793.828125
	Iteration 20F: 3 clusters Score -1705123 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1705348.250000 Penalty: 4793.828125
	Iteration 21Q: 3 clusters Score -1705348 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1705652.125000 Penalty: 4793.828125
	Iteration 22Q: 3 clusters Score -1705652 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1706067.000000 Penalty: 4793.828125
	Iteration 23Q: 3 clusters Score -1706067 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1706409.375000 Penalty: 4793.828125
	Iteration 24Q: 3 clusters Score -1706409 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1706631.375000 Penalty: 4793.828125
	Iteration 25Q: 3 clusters Score -1706631 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1706775.125000 Penalty: 4793.828125
	Iteration 26Q: 3 clusters Score -1706775 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1706872.625000 Penalty: 4793.828125
	Iteration 27Q: 3 clusters Score -1706873 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1706932.250000 Penalty: 4793.828125
	Iteration 28Q: 3 clusters Score -1706932 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1706972.125000 Penalty: 4793.828125
	Iteration 29Q: 3 clusters Score -1706972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1706994.125000 Penalty: 4793.828125
	Iteration 30Q: 3 clusters Score -1706994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1707000.875000 Penalty: 4793.828125
	Iteration 31Q: 3 clusters Score -1707001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1707013.500000 Penalty: 4793.828125
	Iteration 32Q: 3 clusters Score -1707014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1707020.500000 Penalty: 4793.828125
	Iteration 33Q: 3 clusters Score -1707020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1707033.500000 Penalty: 4793.828125
	Iteration 34Q: 3 clusters Score -1707034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1707036.625000 Penalty: 4793.828125
	Iteration 35Q: 3 clusters Score -1707037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1707042.875000 Penalty: 4793.828125
	Iteration 36Q: 3 clusters Score -1707043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1707045.250000 Penalty: 4793.828125
	Iteration 37Q: 3 clusters Score -1707045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1707051.375000 Penalty: 4793.828125
	Iteration 38Q: 3 clusters Score -1707051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1707054.500000 Penalty: 4793.828125
	Iteration 39Q: 3 clusters Score -1707054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1707059.250000 Penalty: 4793.828125
	Iteration 40F: 3 clusters Score -1707059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1707059.000000 Penalty: 4793.828125
	Iteration 41Q: 3 clusters Score -1707059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1707064.125000 Penalty: 4793.828125
	Iteration 42Q: 3 clusters Score -1707064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1707068.000000 Penalty: 4793.828125
	Iteration 43Q: 3 clusters Score -1707068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1707072.125000 Penalty: 4793.828125
	Iteration 44Q: 3 clusters Score -1707072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1707074.750000 Penalty: 4793.828125
	Iteration 45Q: 3 clusters Score -1707075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1707075.750000 Penalty: 4793.828125
	Iteration 46Q: 3 clusters Score -1707076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1707076.500000 Penalty: 4793.828125
	Iteration 47Q: 3 clusters Score -1707076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1707079.000000 Penalty: 4793.828125
	Iteration 48Q: 3 clusters Score -1707079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1707084.375000 Penalty: 4793.828125
	Iteration 49Q: 3 clusters Score -1707084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1707082.500000 Penalty: 4793.828125
	Iteration 50Q: 3 clusters Score -1707082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1707082.500000 Penalty: 4793.828125
	Iteration 51F: 3 clusters Score -1707082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -42274.500000 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -42274.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40862.867188 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -40862.87 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41050.964844 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -41050.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41140.792969 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -41140.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41171.804688 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -41171.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41174.972656 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -41174.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41176.269531 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -41176.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41180.171875 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -41180.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41186.328125 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -41186.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41197.421875 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -41197.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41204.699219 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -41204.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41210.156250 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -41210.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41210.156250 Penalty: 2986.427490
	Iteration 11F: 3 clusters Score -41210.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (320718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320718 members 
Entering Unmasked Estep 
Score: -36739872.000000 Penalty: 3144.222656
	Iteration 0F: 2 clusters Score -3.673987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160394 members 
Mstep: Class 2 contains 160324 members 
Entering Unmasked Estep 
Score: -36551152.000000 Penalty: 6288.445312
	Iteration 0F: 3 clusters Score -3.655115e+07 nChanged 155706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 160396 members 
Entering Unmasked Estep 
Score: -36642628.000000 Penalty: 6288.445312
	Iteration 1F: 3 clusters Score -3.664263e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160396 members 
Mstep: Class 2 contains 160322 members 
Entering Unmasked Estep 
Score: -36643524.000000 Penalty: 6288.445312
	Iteration 2Q: 3 clusters Score -3.664352e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160507 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -36644856.000000 Penalty: 6288.445312
	Iteration 3Q: 3 clusters Score -3.664486e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160647 members 
Mstep: Class 2 contains 160071 members 
Entering Unmasked Estep 
Score: -36646044.000000 Penalty: 6288.445312
	Iteration 4Q: 3 clusters Score -3.664604e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160906 members 
Mstep: Class 2 contains 159812 members 
Entering Unmasked Estep 
Score: -36647360.000000 Penalty: 6288.445312
	Iteration 5Q: 3 clusters Score -3.664736e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161239 members 
Mstep: Class 2 contains 159479 members 
Entering Unmasked Estep 
Score: -36649216.000000 Penalty: 6288.445312
	Iteration 6Q: 3 clusters Score -3.664922e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161672 members 
Mstep: Class 2 contains 159046 members 
Entering Unmasked Estep 
Score: -36651752.000000 Penalty: 6288.445312
	Iteration 7Q: 3 clusters Score -3.665175e+07 nChanged 10794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162160 members 
Mstep: Class 2 contains 158558 members 
Entering Unmasked Estep 
Score: -36655252.000000 Penalty: 6288.445312
	Iteration 8Q: 3 clusters Score -3.665525e+07 nChanged 12559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162525 members 
Mstep: Class 2 contains 158193 members 
Entering Unmasked Estep 
Score: -36660424.000000 Penalty: 6288.445312
	Iteration 9Q: 3 clusters Score -3.666042e+07 nChanged 14812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162703 members 
Mstep: Class 2 contains 158015 members 
Entering Unmasked Estep 
Score: -36667680.000000 Penalty: 6288.445312
	Iteration 10Q: 3 clusters Score -3.666768e+07 nChanged 17185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162314 members 
Mstep: Class 2 contains 158404 members 
Entering Unmasked Estep 
Score: -36678204.000000 Penalty: 6288.445312
	Iteration 11F: 3 clusters Score -3.66782e+07 nChanged 18704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161344 members 
Mstep: Class 2 contains 159374 members 
Entering Unmasked Estep 
Score: -36690464.000000 Penalty: 6288.445312
	Iteration 12F: 3 clusters Score -3.669046e+07 nChanged 17448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160008 members 
Mstep: Class 2 contains 160710 members 
Entering Unmasked Estep 
Score: -36699944.000000 Penalty: 6288.445312
	Iteration 13F: 3 clusters Score -3.669994e+07 nChanged 13242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158940 members 
Mstep: Class 2 contains 161778 members 
Entering Unmasked Estep 
Score: -36704648.000000 Penalty: 6288.445312
	Iteration 14Q: 3 clusters Score -3.670465e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158347 members 
Mstep: Class 2 contains 162371 members 
Entering Unmasked Estep 
Score: -36706112.000000 Penalty: 6288.445312
	Iteration 15Q: 3 clusters Score -3.670611e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158027 members 
Mstep: Class 2 contains 162691 members 
Entering Unmasked Estep 
Score: -36706872.000000 Penalty: 6288.445312
	Iteration 16Q: 3 clusters Score -3.670687e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157754 members 
Mstep: Class 2 contains 162964 members 
Entering Unmasked Estep 
Score: -36707316.000000 Penalty: 6288.445312
	Iteration 17Q: 3 clusters Score -3.670732e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157511 members 
Mstep: Class 2 contains 163207 members 
Entering Unmasked Estep 
Score: -36707572.000000 Penalty: 6288.445312
	Iteration 18Q: 3 clusters Score -3.670757e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -36707648.000000 Penalty: 6288.445312
	Iteration 19Q: 3 clusters Score -3.670765e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 163699 members 
Entering Unmasked Estep 
Score: -36707780.000000 Penalty: 6288.445312
	Iteration 20F: 3 clusters Score -3.670778e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156674 members 
Mstep: Class 2 contains 164044 members 
Entering Unmasked Estep 
Score: -36707920.000000 Penalty: 6288.445312
	Iteration 21Q: 3 clusters Score -3.670792e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156323 members 
Mstep: Class 2 contains 164395 members 
Entering Unmasked Estep 
Score: -36707920.000000 Penalty: 6288.445312
	Iteration 22Q: 3 clusters Score -3.670792e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155931 members 
Mstep: Class 2 contains 164787 members 
Entering Unmasked Estep 
Score: -36708028.000000 Penalty: 6288.445312
	Iteration 23Q: 3 clusters Score -3.670803e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155414 members 
Mstep: Class 2 contains 165304 members 
Entering Unmasked Estep 
Score: -36708152.000000 Penalty: 6288.445312
	Iteration 24Q: 3 clusters Score -3.670815e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154817 members 
Mstep: Class 2 contains 165901 members 
Entering Unmasked Estep 
Score: -36708308.000000 Penalty: 6288.445312
	Iteration 25Q: 3 clusters Score -3.670831e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154097 members 
Mstep: Class 2 contains 166621 members 
Entering Unmasked Estep 
Score: -36708308.000000 Penalty: 6288.445312
	Iteration 26Q: 3 clusters Score -3.670831e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153320 members 
Mstep: Class 2 contains 167398 members 
Entering Unmasked Estep 
Score: -36708476.000000 Penalty: 6288.445312
	Iteration 27Q: 3 clusters Score -3.670848e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152486 members 
Mstep: Class 2 contains 168232 members 
Entering Unmasked Estep 
Score: -36708596.000000 Penalty: 6288.445312
	Iteration 28Q: 3 clusters Score -3.67086e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151522 members 
Mstep: Class 2 contains 169196 members 
Entering Unmasked Estep 
Score: -36708528.000000 Penalty: 6288.445312
	Iteration 29Q: 3 clusters Score -3.670853e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150414 members 
Mstep: Class 2 contains 170304 members 
Entering Unmasked Estep 
Score: -36708692.000000 Penalty: 6288.445312
	Iteration 30Q: 3 clusters Score -3.670869e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149310 members 
Mstep: Class 2 contains 171408 members 
Entering Unmasked Estep 
Score: -36708844.000000 Penalty: 6288.445312
	Iteration 31Q: 3 clusters Score -3.670884e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148115 members 
Mstep: Class 2 contains 172603 members 
Entering Unmasked Estep 
Score: -36709060.000000 Penalty: 6288.445312
	Iteration 32Q: 3 clusters Score -3.670906e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146794 members 
Mstep: Class 2 contains 173924 members 
Entering Unmasked Estep 
Score: -36709224.000000 Penalty: 6288.445312
	Iteration 33Q: 3 clusters Score -3.670922e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145437 members 
Mstep: Class 2 contains 175281 members 
Entering Unmasked Estep 
Score: -36709312.000000 Penalty: 6288.445312
	Iteration 34Q: 3 clusters Score -3.670931e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144003 members 
Mstep: Class 2 contains 176715 members 
Entering Unmasked Estep 
Score: -36709388.000000 Penalty: 6288.445312
	Iteration 35Q: 3 clusters Score -3.670939e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142475 members 
Mstep: Class 2 contains 178243 members 
Entering Unmasked Estep 
Score: -36709364.000000 Penalty: 6288.445312
	Iteration 36Q: 3 clusters Score -3.670936e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140725 members 
Mstep: Class 2 contains 179993 members 
Entering Unmasked Estep 
Score: -36709452.000000 Penalty: 6288.445312
	Iteration 37Q: 3 clusters Score -3.670945e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138834 members 
Mstep: Class 2 contains 181884 members 
Entering Unmasked Estep 
Score: -36709564.000000 Penalty: 6288.445312
	Iteration 38Q: 3 clusters Score -3.670956e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136851 members 
Mstep: Class 2 contains 183867 members 
Entering Unmasked Estep 
Score: -36709704.000000 Penalty: 6288.445312
	Iteration 39Q: 3 clusters Score -3.67097e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134741 members 
Mstep: Class 2 contains 185977 members 
Entering Unmasked Estep 
Score: -36709852.000000 Penalty: 6288.445312
	Iteration 40F: 3 clusters Score -3.670985e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132500 members 
Mstep: Class 2 contains 188218 members 
Entering Unmasked Estep 
Score: -36709944.000000 Penalty: 6288.445312
	Iteration 41Q: 3 clusters Score -3.670994e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130049 members 
Mstep: Class 2 contains 190669 members 
Entering Unmasked Estep 
Score: -36710268.000000 Penalty: 6288.445312
	Iteration 42Q: 3 clusters Score -3.671027e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127376 members 
Mstep: Class 2 contains 193342 members 
Entering Unmasked Estep 
Score: -36710600.000000 Penalty: 6288.445312
	Iteration 43Q: 3 clusters Score -3.67106e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124466 members 
Mstep: Class 2 contains 196252 members 
Entering Unmasked Estep 
Score: -36710956.000000 Penalty: 6288.445312
	Iteration 44Q: 3 clusters Score -3.671096e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121195 members 
Mstep: Class 2 contains 199523 members 
Entering Unmasked Estep 
Score: -36711488.000000 Penalty: 6288.445312
	Iteration 45Q: 3 clusters Score -3.671149e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117616 members 
Mstep: Class 2 contains 203102 members 
Entering Unmasked Estep 
Score: -36712088.000000 Penalty: 6288.445312
	Iteration 46Q: 3 clusters Score -3.671209e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113809 members 
Mstep: Class 2 contains 206909 members 
Entering Unmasked Estep 
Score: -36712748.000000 Penalty: 6288.445312
	Iteration 47Q: 3 clusters Score -3.671275e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109752 members 
Mstep: Class 2 contains 210966 members 
Entering Unmasked Estep 
Score: -36713584.000000 Penalty: 6288.445312
	Iteration 48Q: 3 clusters Score -3.671358e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105377 members 
Mstep: Class 2 contains 215341 members 
Entering Unmasked Estep 
Score: -36714300.000000 Penalty: 6288.445312
	Iteration 49Q: 3 clusters Score -3.67143e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100598 members 
Mstep: Class 2 contains 220120 members 
Entering Unmasked Estep 
Score: -36715464.000000 Penalty: 6288.445312
	Iteration 50Q: 3 clusters Score -3.671546e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95377 members 
Mstep: Class 2 contains 225341 members 
Entering Unmasked Estep 
Score: -36716720.000000 Penalty: 6288.445312
	Iteration 51Q: 3 clusters Score -3.671672e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 230982 members 
Entering Unmasked Estep 
Score: -36718380.000000 Penalty: 6288.445312
	Iteration 52Q: 3 clusters Score -3.671838e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83819 members 
Mstep: Class 2 contains 236899 members 
Entering Unmasked Estep 
Score: -36720160.000000 Penalty: 6288.445312
	Iteration 53Q: 3 clusters Score -3.672016e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 243151 members 
Entering Unmasked Estep 
Score: -36722068.000000 Penalty: 6288.445312
	Iteration 54Q: 3 clusters Score -3.672207e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70969 members 
Mstep: Class 2 contains 249749 members 
Entering Unmasked Estep 
Score: -36724112.000000 Penalty: 6288.445312
	Iteration 55Q: 3 clusters Score -3.672411e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 256649 members 
Entering Unmasked Estep 
Score: -36726492.000000 Penalty: 6288.445312
	Iteration 56Q: 3 clusters Score -3.672649e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 263723 members 
Entering Unmasked Estep 
Score: -36729200.000000 Penalty: 6288.445312
	Iteration 57Q: 3 clusters Score -3.67292e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 270800 members 
Entering Unmasked Estep 
Score: -36732032.000000 Penalty: 6288.445312
	Iteration 58Q: 3 clusters Score -3.673203e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 277802 members 
Entering Unmasked Estep 
Score: -36735320.000000 Penalty: 6288.445312
	Iteration 59Q: 3 clusters Score -3.673532e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 284554 members 
Entering Unmasked Estep 
Score: -36738912.000000 Penalty: 6288.445312
	Iteration 60F: 3 clusters Score -3.673891e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 291224 members 
Entering Unmasked Estep 
Score: -36741832.000000 Penalty: 6288.445312
	Iteration 61Q: 3 clusters Score -3.674183e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 297562 members 
Entering Unmasked Estep 
Score: -36743640.000000 Penalty: 6288.445312
	Iteration 62Q: 3 clusters Score -3.674364e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 303452 members 
Entering Unmasked Estep 
Score: -36743712.000000 Penalty: 6288.445312
	Iteration 63Q: 3 clusters Score -3.674371e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 308699 members 
Entering Unmasked Estep 
Score: -36742440.000000 Penalty: 6288.445312
	Iteration 64Q: 3 clusters Score -3.674244e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 312944 members 
Entering Unmasked Estep 
Score: -36740796.000000 Penalty: 6288.445312
	Iteration 65Q: 3 clusters Score -3.67408e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 315916 members 
Entering Unmasked Estep 
Score: -36739528.000000 Penalty: 6288.445312
	Iteration 66Q: 3 clusters Score -3.673953e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 317786 members 
Entering Unmasked Estep 
Score: -36738548.000000 Penalty: 6288.445312
	Iteration 67Q: 3 clusters Score -3.673855e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 318797 members 
Entering Unmasked Estep 
Score: -36738088.000000 Penalty: 6288.445312
	Iteration 68Q: 3 clusters Score -3.673809e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 319326 members 
Entering Unmasked Estep 
Score: -36737780.000000 Penalty: 6288.445312
	Iteration 69Q: 3 clusters Score -3.673778e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 319587 members 
Entering Unmasked Estep 
Score: -36737748.000000 Penalty: 6288.445312
	Iteration 70Q: 3 clusters Score -3.673775e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 319727 members 
Entering Unmasked Estep 
Score: -36737748.000000 Penalty: 6288.445312
	Iteration 71Q: 3 clusters Score -3.673775e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 319819 members 
Entering Unmasked Estep 
Score: -36737724.000000 Penalty: 6288.445312
	Iteration 72Q: 3 clusters Score -3.673772e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 319895 members 
Entering Unmasked Estep 
Score: -36737720.000000 Penalty: 6288.445312
	Iteration 73Q: 3 clusters Score -3.673772e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 319942 members 
Entering Unmasked Estep 
Score: -36737708.000000 Penalty: 6288.445312
	Iteration 74Q: 3 clusters Score -3.673771e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 319966 members 
Entering Unmasked Estep 
Score: -36737724.000000 Penalty: 6288.445312
	Iteration 75Q: 3 clusters Score -3.673772e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 319986 members 
Entering Unmasked Estep 
Score: -36737736.000000 Penalty: 6288.445312
	Iteration 76Q: 3 clusters Score -3.673774e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 320004 members 
Entering Unmasked Estep 
Score: -36737716.000000 Penalty: 6288.445312
	Iteration 77Q: 3 clusters Score -3.673772e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 320011 members 
Entering Unmasked Estep 
Score: -36737780.000000 Penalty: 6288.445312
	Iteration 78Q: 3 clusters Score -3.673778e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 320014 members 
Entering Unmasked Estep 
Score: -36737780.000000 Penalty: 6288.445312
	Iteration 79Q: 3 clusters Score -3.673778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 320015 members 
Entering Unmasked Estep 
Score: -36737764.000000 Penalty: 6288.445312
	Iteration 80F: 3 clusters Score -3.673776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 320021 members 
Entering Unmasked Estep 
Score: -36737796.000000 Penalty: 6288.445312
	Iteration 81Q: 3 clusters Score -3.67378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 320023 members 
Entering Unmasked Estep 
Score: -36737808.000000 Penalty: 6288.445312
	Iteration 82Q: 3 clusters Score -3.673781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 320023 members 
Entering Unmasked Estep 
Score: -36737804.000000 Penalty: 6288.445312
	Iteration 83Q: 3 clusters Score -3.67378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 320025 members 
Entering Unmasked Estep 
Score: -36737820.000000 Penalty: 6288.445312
	Iteration 84Q: 3 clusters Score -3.673782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 320027 members 
Entering Unmasked Estep 
Score: -36737852.000000 Penalty: 6288.445312
	Iteration 85Q: 3 clusters Score -3.673785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 320032 members 
Entering Unmasked Estep 
Score: -36737852.000000 Penalty: 6288.445312
	Iteration 86Q: 3 clusters Score -3.673785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 320032 members 
Entering Unmasked Estep 
Score: -36737872.000000 Penalty: 6288.445312
	Iteration 87Q: 3 clusters Score -3.673787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 320033 members 
Entering Unmasked Estep 
Score: -36737864.000000 Penalty: 6288.445312
	Iteration 88Q: 3 clusters Score -3.673786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 320034 members 
Entering Unmasked Estep 
Score: -36737856.000000 Penalty: 6288.445312
	Iteration 89Q: 3 clusters Score -3.673786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 320031 members 
Entering Unmasked Estep 
Score: -36737872.000000 Penalty: 6288.445312
	Iteration 90Q: 3 clusters Score -3.673787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 320028 members 
Entering Unmasked Estep 
Score: -36737880.000000 Penalty: 6288.445312
	Iteration 91Q: 3 clusters Score -3.673788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 320020 members 
Entering Unmasked Estep 
Score: -36737860.000000 Penalty: 6288.445312
	Iteration 92Q: 3 clusters Score -3.673786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 320022 members 
Entering Unmasked Estep 
Score: -36737856.000000 Penalty: 6288.445312
	Iteration 93Q: 3 clusters Score -3.673786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 320021 members 
Entering Unmasked Estep 
Score: -36737864.000000 Penalty: 6288.445312
	Iteration 94Q: 3 clusters Score -3.673786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 320020 members 
Entering Unmasked Estep 
Score: -36737880.000000 Penalty: 6288.445312
	Iteration 95Q: 3 clusters Score -3.673788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 320019 members 
Entering Unmasked Estep 
Score: -36737872.000000 Penalty: 6288.445312
	Iteration 96Q: 3 clusters Score -3.673787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 320019 members 
Entering Unmasked Estep 
Score: -36737872.000000 Penalty: 6288.445312
	Iteration 97F: 3 clusters Score -3.673787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158273 members 
Entering Unmasked Estep 
Score: -18304750.000000 Penalty: 2969.074951
	Iteration 0F: 2 clusters Score -1.830475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -18199064.000000 Penalty: 5938.149902
	Iteration 0F: 3 clusters Score -1.819906e+07 nChanged 75575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79646 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -18243014.000000 Penalty: 5938.149902
	Iteration 1F: 3 clusters Score -1.824301e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -18243764.000000 Penalty: 5938.149902
	Iteration 2Q: 3 clusters Score -1.824376e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 78597 members 
Entering Unmasked Estep 
Score: -18244836.000000 Penalty: 5938.149902
	Iteration 3Q: 3 clusters Score -1.824484e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -18246214.000000 Penalty: 5938.149902
	Iteration 4Q: 3 clusters Score -1.824621e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -18248098.000000 Penalty: 5938.149902
	Iteration 5Q: 3 clusters Score -1.82481e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -18250726.000000 Penalty: 5938.149902
	Iteration 6Q: 3 clusters Score -1.825073e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81202 members 
Mstep: Class 2 contains 77071 members 
Entering Unmasked Estep 
Score: -18254622.000000 Penalty: 5938.149902
	Iteration 7Q: 3 clusters Score -1.825462e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -18259698.000000 Penalty: 5938.149902
	Iteration 8F: 3 clusters Score -1.82597e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85205 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -18266778.000000 Penalty: 5938.149902
	Iteration 9F: 3 clusters Score -1.826678e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88346 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -18275658.000000 Penalty: 5938.149902
	Iteration 10F: 3 clusters Score -1.827566e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91667 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -18284472.000000 Penalty: 5938.149902
	Iteration 11F: 3 clusters Score -1.828447e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94621 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -18290294.000000 Penalty: 5938.149902
	Iteration 12F: 3 clusters Score -1.829029e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97117 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -18293486.000000 Penalty: 5938.149902
	Iteration 13Q: 3 clusters Score -1.829349e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99530 members 
Mstep: Class 2 contains 58743 members 
Entering Unmasked Estep 
Score: -18295594.000000 Penalty: 5938.149902
	Iteration 14Q: 3 clusters Score -1.829559e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -18297216.000000 Penalty: 5938.149902
	Iteration 15Q: 3 clusters Score -1.829722e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -18298522.000000 Penalty: 5938.149902
	Iteration 16Q: 3 clusters Score -1.829852e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106147 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -18299560.000000 Penalty: 5938.149902
	Iteration 17Q: 3 clusters Score -1.829956e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108073 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -18300518.000000 Penalty: 5938.149902
	Iteration 18Q: 3 clusters Score -1.830052e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109850 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -18301132.000000 Penalty: 5938.149902
	Iteration 19Q: 3 clusters Score -1.830113e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111391 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -18301610.000000 Penalty: 5938.149902
	Iteration 20F: 3 clusters Score -1.830161e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112829 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -18301924.000000 Penalty: 5938.149902
	Iteration 21Q: 3 clusters Score -1.830192e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114125 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -18302298.000000 Penalty: 5938.149902
	Iteration 22Q: 3 clusters Score -1.83023e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115339 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -18302544.000000 Penalty: 5938.149902
	Iteration 23Q: 3 clusters Score -1.830254e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116438 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -18302770.000000 Penalty: 5938.149902
	Iteration 24Q: 3 clusters Score -1.830277e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117411 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -18303048.000000 Penalty: 5938.149902
	Iteration 25Q: 3 clusters Score -1.830305e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118294 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -18303122.000000 Penalty: 5938.149902
	Iteration 26Q: 3 clusters Score -1.830312e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119082 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -18303266.000000 Penalty: 5938.149902
	Iteration 27Q: 3 clusters Score -1.830327e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119770 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -18303282.000000 Penalty: 5938.149902
	Iteration 28Q: 3 clusters Score -1.830328e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120415 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -18303376.000000 Penalty: 5938.149902
	Iteration 29Q: 3 clusters Score -1.830338e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121013 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -18303512.000000 Penalty: 5938.149902
	Iteration 30Q: 3 clusters Score -1.830351e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121534 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -18303564.000000 Penalty: 5938.149902
	Iteration 31Q: 3 clusters Score -1.830356e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122001 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -18303588.000000 Penalty: 5938.149902
	Iteration 32Q: 3 clusters Score -1.830359e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122443 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -18303640.000000 Penalty: 5938.149902
	Iteration 33Q: 3 clusters Score -1.830364e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122868 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -18303666.000000 Penalty: 5938.149902
	Iteration 34Q: 3 clusters Score -1.830367e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123268 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -18303656.000000 Penalty: 5938.149902
	Iteration 35Q: 3 clusters Score -1.830366e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123658 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -18303616.000000 Penalty: 5938.149902
	Iteration 36Q: 3 clusters Score -1.830362e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124030 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -18303694.000000 Penalty: 5938.149902
	Iteration 37Q: 3 clusters Score -1.830369e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124387 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -18303722.000000 Penalty: 5938.149902
	Iteration 38Q: 3 clusters Score -1.830372e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -18303728.000000 Penalty: 5938.149902
	Iteration 39Q: 3 clusters Score -1.830373e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -18303694.000000 Penalty: 5938.149902
	Iteration 40F: 3 clusters Score -1.830369e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125387 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -18303712.000000 Penalty: 5938.149902
	Iteration 41Q: 3 clusters Score -1.830371e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125659 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -18303764.000000 Penalty: 5938.149902
	Iteration 42Q: 3 clusters Score -1.830376e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125899 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -18303776.000000 Penalty: 5938.149902
	Iteration 43Q: 3 clusters Score -1.830378e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126091 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -18303770.000000 Penalty: 5938.149902
	Iteration 44Q: 3 clusters Score -1.830377e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126276 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -18303782.000000 Penalty: 5938.149902
	Iteration 45Q: 3 clusters Score -1.830378e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126454 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -18303802.000000 Penalty: 5938.149902
	Iteration 46Q: 3 clusters Score -1.83038e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126620 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -18303788.000000 Penalty: 5938.149902
	Iteration 47Q: 3 clusters Score -1.830379e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126762 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -18303796.000000 Penalty: 5938.149902
	Iteration 48Q: 3 clusters Score -1.83038e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126888 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -18303780.000000 Penalty: 5938.149902
	Iteration 49Q: 3 clusters Score -1.830378e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127003 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -18303810.000000 Penalty: 5938.149902
	Iteration 50Q: 3 clusters Score -1.830381e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127084 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -18303814.000000 Penalty: 5938.149902
	Iteration 51Q: 3 clusters Score -1.830381e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127154 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -18303800.000000 Penalty: 5938.149902
	Iteration 52Q: 3 clusters Score -1.83038e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127216 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -18303812.000000 Penalty: 5938.149902
	Iteration 53Q: 3 clusters Score -1.830381e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127275 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -18303812.000000 Penalty: 5938.149902
	Iteration 54Q: 3 clusters Score -1.830381e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127332 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -18303844.000000 Penalty: 5938.149902
	Iteration 55Q: 3 clusters Score -1.830384e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127389 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -18303854.000000 Penalty: 5938.149902
	Iteration 56Q: 3 clusters Score -1.830385e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127446 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -18303876.000000 Penalty: 5938.149902
	Iteration 57Q: 3 clusters Score -1.830388e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127488 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -18303890.000000 Penalty: 5938.149902
	Iteration 58Q: 3 clusters Score -1.830389e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127534 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -18303894.000000 Penalty: 5938.149902
	Iteration 59Q: 3 clusters Score -1.830389e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127573 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -18303904.000000 Penalty: 5938.149902
	Iteration 60F: 3 clusters Score -1.83039e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127618 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -18303916.000000 Penalty: 5938.149902
	Iteration 61Q: 3 clusters Score -1.830392e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127665 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -18303906.000000 Penalty: 5938.149902
	Iteration 62Q: 3 clusters Score -1.830391e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127709 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -18303898.000000 Penalty: 5938.149902
	Iteration 63Q: 3 clusters Score -1.83039e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127751 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -18303896.000000 Penalty: 5938.149902
	Iteration 64Q: 3 clusters Score -1.83039e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127793 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -18303870.000000 Penalty: 5938.149902
	Iteration 65Q: 3 clusters Score -1.830387e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127831 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -18303866.000000 Penalty: 5938.149902
	Iteration 66Q: 3 clusters Score -1.830387e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127878 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -18303852.000000 Penalty: 5938.149902
	Iteration 67Q: 3 clusters Score -1.830385e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127922 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -18303862.000000 Penalty: 5938.149902
	Iteration 68Q: 3 clusters Score -1.830386e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127958 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -18303848.000000 Penalty: 5938.149902
	Iteration 69Q: 3 clusters Score -1.830385e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127983 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -18303842.000000 Penalty: 5938.149902
	Iteration 70Q: 3 clusters Score -1.830384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128005 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -18303846.000000 Penalty: 5938.149902
	Iteration 71Q: 3 clusters Score -1.830385e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128029 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -18303850.000000 Penalty: 5938.149902
	Iteration 72Q: 3 clusters Score -1.830385e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128052 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -18303850.000000 Penalty: 5938.149902
	Iteration 73Q: 3 clusters Score -1.830385e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128075 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -18303850.000000 Penalty: 5938.149902
	Iteration 74Q: 3 clusters Score -1.830385e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128103 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -18303858.000000 Penalty: 5938.149902
	Iteration 75Q: 3 clusters Score -1.830386e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128132 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -18303872.000000 Penalty: 5938.149902
	Iteration 76Q: 3 clusters Score -1.830387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128153 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -18303882.000000 Penalty: 5938.149902
	Iteration 77Q: 3 clusters Score -1.830388e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -18303860.000000 Penalty: 5938.149902
	Iteration 78Q: 3 clusters Score -1.830386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128192 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -18303852.000000 Penalty: 5938.149902
	Iteration 79Q: 3 clusters Score -1.830385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128212 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -18303862.000000 Penalty: 5938.149902
	Iteration 80F: 3 clusters Score -1.830386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128235 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -18303854.000000 Penalty: 5938.149902
	Iteration 81Q: 3 clusters Score -1.830385e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128259 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -18303850.000000 Penalty: 5938.149902
	Iteration 82Q: 3 clusters Score -1.830385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128274 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -18303842.000000 Penalty: 5938.149902
	Iteration 83Q: 3 clusters Score -1.830384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128285 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -18303842.000000 Penalty: 5938.149902
	Iteration 84Q: 3 clusters Score -1.830384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128297 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -18303834.000000 Penalty: 5938.149902
	Iteration 85Q: 3 clusters Score -1.830383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128306 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -18303856.000000 Penalty: 5938.149902
	Iteration 86Q: 3 clusters Score -1.830386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128312 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -18303856.000000 Penalty: 5938.149902
	Iteration 87Q: 3 clusters Score -1.830386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128317 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -18303854.000000 Penalty: 5938.149902
	Iteration 88Q: 3 clusters Score -1.830385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -18303860.000000 Penalty: 5938.149902
	Iteration 89Q: 3 clusters Score -1.830386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128329 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -18303866.000000 Penalty: 5938.149902
	Iteration 90Q: 3 clusters Score -1.830387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128337 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -18303858.000000 Penalty: 5938.149902
	Iteration 91Q: 3 clusters Score -1.830386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128343 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -18303860.000000 Penalty: 5938.149902
	Iteration 92Q: 3 clusters Score -1.830386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128348 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -18303852.000000 Penalty: 5938.149902
	Iteration 93Q: 3 clusters Score -1.830385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128356 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -18303856.000000 Penalty: 5938.149902
	Iteration 94Q: 3 clusters Score -1.830386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128364 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -18303858.000000 Penalty: 5938.149902
	Iteration 95Q: 3 clusters Score -1.830386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128373 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -18303860.000000 Penalty: 5938.149902
	Iteration 96Q: 3 clusters Score -1.830386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128382 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -18303862.000000 Penalty: 5938.149902
	Iteration 97Q: 3 clusters Score -1.830386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128391 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -18303866.000000 Penalty: 5938.149902
	Iteration 98Q: 3 clusters Score -1.830387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128398 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -18303856.000000 Penalty: 5938.149902
	Iteration 99Q: 3 clusters Score -1.830386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128405 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -18303864.000000 Penalty: 5938.149902
	Iteration 100F: 3 clusters Score -1.830386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128414 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -18303864.000000 Penalty: 5938.149902
	Iteration 101Q: 3 clusters Score -1.830386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128420 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -18303868.000000 Penalty: 5938.149902
	Iteration 102Q: 3 clusters Score -1.830387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128428 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -18303860.000000 Penalty: 5938.149902
	Iteration 103Q: 3 clusters Score -1.830386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128442 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -18303868.000000 Penalty: 5938.149902
	Iteration 104Q: 3 clusters Score -1.830387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128453 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -18303862.000000 Penalty: 5938.149902
	Iteration 105Q: 3 clusters Score -1.830386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128465 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -18303870.000000 Penalty: 5938.149902
	Iteration 106Q: 3 clusters Score -1.830387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128476 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -18303862.000000 Penalty: 5938.149902
	Iteration 107Q: 3 clusters Score -1.830386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128484 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -18303872.000000 Penalty: 5938.149902
	Iteration 108Q: 3 clusters Score -1.830387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128488 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -18303860.000000 Penalty: 5938.149902
	Iteration 109Q: 3 clusters Score -1.830386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128495 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -18303870.000000 Penalty: 5938.149902
	Iteration 110Q: 3 clusters Score -1.830387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128505 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -18303866.000000 Penalty: 5938.149902
	Iteration 111Q: 3 clusters Score -1.830387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128514 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -18303864.000000 Penalty: 5938.149902
	Iteration 112Q: 3 clusters Score -1.830386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128521 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -18303854.000000 Penalty: 5938.149902
	Iteration 113Q: 3 clusters Score -1.830385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128525 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -18303852.000000 Penalty: 5938.149902
	Iteration 114Q: 3 clusters Score -1.830385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128532 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -18303846.000000 Penalty: 5938.149902
	Iteration 115Q: 3 clusters Score -1.830385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128543 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -18303840.000000 Penalty: 5938.149902
	Iteration 116Q: 3 clusters Score -1.830384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128554 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -18303836.000000 Penalty: 5938.149902
	Iteration 117Q: 3 clusters Score -1.830384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128561 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -18303840.000000 Penalty: 5938.149902
	Iteration 118Q: 3 clusters Score -1.830384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128567 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -18303834.000000 Penalty: 5938.149902
	Iteration 119Q: 3 clusters Score -1.830383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128571 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -18303842.000000 Penalty: 5938.149902
	Iteration 120F: 3 clusters Score -1.830384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128574 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -18303846.000000 Penalty: 5938.149902
	Iteration 121Q: 3 clusters Score -1.830385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128576 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -18303842.000000 Penalty: 5938.149902
	Iteration 122Q: 3 clusters Score -1.830384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128577 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -18303838.000000 Penalty: 5938.149902
	Iteration 123Q: 3 clusters Score -1.830384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128578 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -18303846.000000 Penalty: 5938.149902
	Iteration 124Q: 3 clusters Score -1.830385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128578 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -18303846.000000 Penalty: 5938.149902
	Iteration 125F: 3 clusters Score -1.830385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -54723.304688 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -54723.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53193.777344 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -53193.78 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53482.597656 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -53482.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53637.324219 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -53637.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53841.140625 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -53841.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54135.339844 Penalty: 3144.818115
	Iteration 4F: 3 clusters Score -54135.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54395.746094 Penalty: 3144.818115
	Iteration 5F: 3 clusters Score -54395.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54657.023438 Penalty: 3144.818115
	Iteration 6F: 3 clusters Score -54657.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55155.167969 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -55155.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55387.847656 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -55387.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55726.769531 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -55726.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56062.121094 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -56062.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56062.121094 Penalty: 3144.818115
	Iteration 11F: 3 clusters Score -56062.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65180 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3985 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41843 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320718 members 
Mstep: Class 20 contains 158273 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 258 members 
Entering Unmasked Estep 
Score: -92688336.000000 Penalty: 81048.273438
Splitting cluster 21 changes total score from -92688744.000000 to -92688336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -98203.109375 Penalty: 1706.589966
	Iteration 0F: 2 clusters Score -98203.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -96317.640625 Penalty: 3413.179932
	Iteration 0F: 3 clusters Score -96317.64 nChanged 239
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: -96815.679688 Penalty: 3413.179932
	Iteration 1F: 3 clusters Score -96815.68 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -97227.070312 Penalty: 3413.179932
	Iteration 2F: 3 clusters Score -97227.07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -97520.296875 Penalty: 3413.179932
	Iteration 3F: 3 clusters Score -97520.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -97624.976562 Penalty: 3413.179932
	Iteration 4Q: 3 clusters Score -97624.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -97671.429688 Penalty: 3413.179932
	Iteration 5Q: 3 clusters Score -97671.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -97699.992188 Penalty: 3413.179932
	Iteration 6Q: 3 clusters Score -97699.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -97731.328125 Penalty: 3413.179932
	Iteration 7Q: 3 clusters Score -97731.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -97765.445312 Penalty: 3413.179932
	Iteration 8Q: 3 clusters Score -97765.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -97804.773438 Penalty: 3413.179932
	Iteration 9Q: 3 clusters Score -97804.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -97888.187500 Penalty: 3413.179932
	Iteration 10Q: 3 clusters Score -97888.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -98016.796875 Penalty: 3413.179932
	Iteration 11Q: 3 clusters Score -98016.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -98308.203125 Penalty: 3413.179932
	Iteration 12Q: 3 clusters Score -98308.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -98463.515625 Penalty: 3413.179932
	Iteration 13Q: 3 clusters Score -98463.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -98496.914062 Penalty: 3413.179932
	Iteration 14Q: 3 clusters Score -98496.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -98519.250000 Penalty: 3413.179932
	Iteration 15Q: 3 clusters Score -98519.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -98529.742188 Penalty: 3413.179932
	Iteration 16Q: 3 clusters Score -98529.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -98533.343750 Penalty: 3413.179932
	Iteration 17Q: 3 clusters Score -98533.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -98535.429688 Penalty: 3413.179932
	Iteration 18F: 3 clusters Score -98535.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -98539.234375 Penalty: 3413.179932
	Iteration 19Q: 3 clusters Score -98539.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -98545.312500 Penalty: 3413.179932
	Iteration 20F: 3 clusters Score -98545.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98558.523438 Penalty: 3413.179932
	Iteration 21Q: 3 clusters Score -98558.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98567.921875 Penalty: 3413.179932
	Iteration 22Q: 3 clusters Score -98567.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -98577.585938 Penalty: 3413.179932
	Iteration 23Q: 3 clusters Score -98577.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98587.351562 Penalty: 3413.179932
	Iteration 24Q: 3 clusters Score -98587.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -98598.031250 Penalty: 3413.179932
	Iteration 25Q: 3 clusters Score -98598.03 nChanged 7
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: -98613.703125 Penalty: 3413.179932
	Iteration 26Q: 3 clusters Score -98613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -98618.023438 Penalty: 3413.179932
	Iteration 27Q: 3 clusters Score -98618.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -98619.632812 Penalty: 3413.179932
	Iteration 28Q: 3 clusters Score -98619.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98620.382812 Penalty: 3413.179932
	Iteration 29Q: 3 clusters Score -98620.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98620.382812 Penalty: 3413.179932
	Iteration 30F: 3 clusters Score -98620.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65180 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3985 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41843 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320718 members 
Mstep: Class 20 contains 158273 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 507 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 467 members 
Entering Unmasked Estep 
Score: -92687512.000000 Penalty: 81048.273438
Splitting cluster 22 changes total score from -92688744.000000 to -92687512.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65180 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3985 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41843 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320718 members 
Mstep: Class 20 contains 158273 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688824.000000 Penalty: 77671.265625
Iteration 159Q: 24 clusters Score -9.268882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 65180 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3983 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41841 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320719 members 
Mstep: Class 20 contains 158274 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688960.000000 Penalty: 77671.265625
Iteration 160F: 24 clusters Score -9.268896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1114 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 65180 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41840 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320720 members 
Mstep: Class 20 contains 158274 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689000.000000 Penalty: 77671.265625
Iteration 161Q: 24 clusters Score -9.2689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1114 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120146 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65181 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3978 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41842 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320719 members 
Mstep: Class 20 contains 158274 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689056.000000 Penalty: 77671.265625
Iteration 162Q: 24 clusters Score -9.268906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1114 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120145 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65181 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41845 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320719 members 
Mstep: Class 20 contains 158274 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689080.000000 Penalty: 77671.265625
Iteration 163Q: 24 clusters Score -9.268908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1114 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120145 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65182 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41847 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320718 members 
Mstep: Class 20 contains 158274 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689096.000000 Penalty: 77671.265625
Iteration 164Q: 24 clusters Score -9.26891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1114 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120145 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65183 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41846 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320719 members 
Mstep: Class 20 contains 158274 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689064.000000 Penalty: 77671.265625
Iteration 165Q: 24 clusters Score -9.268906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1114 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120146 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65184 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41846 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320718 members 
Mstep: Class 20 contains 158274 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689072.000000 Penalty: 77671.265625
Iteration 166Q: 24 clusters Score -9.268907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1114 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120146 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65185 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41847 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320716 members 
Mstep: Class 20 contains 158275 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689128.000000 Penalty: 77671.265625
Iteration 167Q: 24 clusters Score -9.268913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1114 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65185 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41848 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320716 members 
Mstep: Class 20 contains 158274 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689128.000000 Penalty: 77671.265625
Iteration 168Q: 24 clusters Score -9.268913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1114 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65185 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41848 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320716 members 
Mstep: Class 20 contains 158274 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689128.000000 Penalty: 77671.265625
Iteration 169F: 24 clusters Score -9.268913e+07 nChanged 0
Entering ConstructFrom: 
Score: -92689128.000000 Penalty: 77671.265625
Entering ConstructFrom: 
Trying to split cluster 1 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -17498.693359 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -17498.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16508.130859 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -16508.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16595.703125 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -16595.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16617.392578 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -16617.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16641.580078 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -16641.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16652.367188 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -16652.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16667.177734 Penalty: 2635.350342
	Iteration 5Q: 3 clusters Score -16667.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16671.777344 Penalty: 2635.350342
	Iteration 6Q: 3 clusters Score -16671.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16671.777344 Penalty: 2635.350342
	Iteration 7F: 3 clusters Score -16671.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (120147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120147 members 
Entering Unmasked Estep 
Score: -14026188.000000 Penalty: 2900.724854
	Iteration 0F: 2 clusters Score -1.402619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -13945559.000000 Penalty: 5801.449707
	Iteration 0F: 3 clusters Score -1.394556e+07 nChanged 57198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -13978946.000000 Penalty: 5801.449707
	Iteration 1F: 3 clusters Score -1.397895e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -13979945.000000 Penalty: 5801.449707
	Iteration 2Q: 3 clusters Score -1.397994e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -13981525.000000 Penalty: 5801.449707
	Iteration 3Q: 3 clusters Score -1.398152e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 70025 members 
Entering Unmasked Estep 
Score: -13983622.000000 Penalty: 5801.449707
	Iteration 4Q: 3 clusters Score -1.398362e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 74857 members 
Entering Unmasked Estep 
Score: -13986660.000000 Penalty: 5801.449707
	Iteration 5F: 3 clusters Score -1.398666e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 81139 members 
Entering Unmasked Estep 
Score: -13991054.000000 Penalty: 5801.449707
	Iteration 6F: 3 clusters Score -1.399105e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 88568 members 
Entering Unmasked Estep 
Score: -13996570.000000 Penalty: 5801.449707
	Iteration 7F: 3 clusters Score -1.399657e+07 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 96496 members 
Entering Unmasked Estep 
Score: -14003193.000000 Penalty: 5801.449707
	Iteration 8F: 3 clusters Score -1.400319e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 103985 members 
Entering Unmasked Estep 
Score: -14009880.000000 Penalty: 5801.449707
	Iteration 9F: 3 clusters Score -1.400988e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 109966 members 
Entering Unmasked Estep 
Score: -14015355.000000 Penalty: 5801.449707
	Iteration 10F: 3 clusters Score -1.401536e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 114165 members 
Entering Unmasked Estep 
Score: -14019035.000000 Penalty: 5801.449707
	Iteration 11Q: 3 clusters Score -1.401904e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 116618 members 
Entering Unmasked Estep 
Score: -14021109.000000 Penalty: 5801.449707
	Iteration 12Q: 3 clusters Score -1.402111e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 118033 members 
Entering Unmasked Estep 
Score: -14022249.000000 Penalty: 5801.449707
	Iteration 13Q: 3 clusters Score -1.402225e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 118761 members 
Entering Unmasked Estep 
Score: -14022908.000000 Penalty: 5801.449707
	Iteration 14Q: 3 clusters Score -1.402291e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 119115 members 
Entering Unmasked Estep 
Score: -14023196.000000 Penalty: 5801.449707
	Iteration 15Q: 3 clusters Score -1.40232e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 119310 members 
Entering Unmasked Estep 
Score: -14023340.000000 Penalty: 5801.449707
	Iteration 16Q: 3 clusters Score -1.402334e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 119414 members 
Entering Unmasked Estep 
Score: -14023444.000000 Penalty: 5801.449707
	Iteration 17Q: 3 clusters Score -1.402344e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 119488 members 
Entering Unmasked Estep 
Score: -14023521.000000 Penalty: 5801.449707
	Iteration 18Q: 3 clusters Score -1.402352e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 119534 members 
Entering Unmasked Estep 
Score: -14023580.000000 Penalty: 5801.449707
	Iteration 19Q: 3 clusters Score -1.402358e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 119578 members 
Entering Unmasked Estep 
Score: -14023635.000000 Penalty: 5801.449707
	Iteration 20F: 3 clusters Score -1.402364e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 119613 members 
Entering Unmasked Estep 
Score: -14023655.000000 Penalty: 5801.449707
	Iteration 21Q: 3 clusters Score -1.402366e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 119632 members 
Entering Unmasked Estep 
Score: -14023681.000000 Penalty: 5801.449707
	Iteration 22Q: 3 clusters Score -1.402368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 119643 members 
Entering Unmasked Estep 
Score: -14023705.000000 Penalty: 5801.449707
	Iteration 23Q: 3 clusters Score -1.40237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 119650 members 
Entering Unmasked Estep 
Score: -14023718.000000 Penalty: 5801.449707
	Iteration 24Q: 3 clusters Score -1.402372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 119655 members 
Entering Unmasked Estep 
Score: -14023734.000000 Penalty: 5801.449707
	Iteration 25Q: 3 clusters Score -1.402373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 119661 members 
Entering Unmasked Estep 
Score: -14023733.000000 Penalty: 5801.449707
	Iteration 26Q: 3 clusters Score -1.402373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 119664 members 
Entering Unmasked Estep 
Score: -14023730.000000 Penalty: 5801.449707
	Iteration 27Q: 3 clusters Score -1.402373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 119668 members 
Entering Unmasked Estep 
Score: -14023737.000000 Penalty: 5801.449707
	Iteration 28Q: 3 clusters Score -1.402374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 119674 members 
Entering Unmasked Estep 
Score: -14023742.000000 Penalty: 5801.449707
	Iteration 29Q: 3 clusters Score -1.402374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 119676 members 
Entering Unmasked Estep 
Score: -14023749.000000 Penalty: 5801.449707
	Iteration 30Q: 3 clusters Score -1.402375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 119678 members 
Entering Unmasked Estep 
Score: -14023747.000000 Penalty: 5801.449707
	Iteration 31Q: 3 clusters Score -1.402375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 119678 members 
Entering Unmasked Estep 
Score: -14023751.000000 Penalty: 5801.449707
	Iteration 32Q: 3 clusters Score -1.402375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 119682 members 
Entering Unmasked Estep 
Score: -14023748.000000 Penalty: 5801.449707
	Iteration 33Q: 3 clusters Score -1.402375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 119682 members 
Entering Unmasked Estep 
Score: -14023746.000000 Penalty: 5801.449707
	Iteration 34Q: 3 clusters Score -1.402375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 119683 members 
Entering Unmasked Estep 
Score: -14023760.000000 Penalty: 5801.449707
	Iteration 35Q: 3 clusters Score -1.402376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 119686 members 
Entering Unmasked Estep 
Score: -14023768.000000 Penalty: 5801.449707
	Iteration 36Q: 3 clusters Score -1.402377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 119689 members 
Entering Unmasked Estep 
Score: -14023765.000000 Penalty: 5801.449707
	Iteration 37Q: 3 clusters Score -1.402376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 119691 members 
Entering Unmasked Estep 
Score: -14023763.000000 Penalty: 5801.449707
	Iteration 38Q: 3 clusters Score -1.402376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 119693 members 
Entering Unmasked Estep 
Score: -14023760.000000 Penalty: 5801.449707
	Iteration 39Q: 3 clusters Score -1.402376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 119693 members 
Entering Unmasked Estep 
Score: -14023767.000000 Penalty: 5801.449707
	Iteration 40F: 3 clusters Score -1.402377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 119692 members 
Entering Unmasked Estep 
Score: -14023777.000000 Penalty: 5801.449707
	Iteration 41Q: 3 clusters Score -1.402378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 119693 members 
Entering Unmasked Estep 
Score: -14023771.000000 Penalty: 5801.449707
	Iteration 42Q: 3 clusters Score -1.402377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 119695 members 
Entering Unmasked Estep 
Score: -14023775.000000 Penalty: 5801.449707
	Iteration 43Q: 3 clusters Score -1.402378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 119697 members 
Entering Unmasked Estep 
Score: -14023783.000000 Penalty: 5801.449707
	Iteration 44Q: 3 clusters Score -1.402378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 119699 members 
Entering Unmasked Estep 
Score: -14023782.000000 Penalty: 5801.449707
	Iteration 45Q: 3 clusters Score -1.402378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 119702 members 
Entering Unmasked Estep 
Score: -14023780.000000 Penalty: 5801.449707
	Iteration 46Q: 3 clusters Score -1.402378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 119702 members 
Entering Unmasked Estep 
Score: -14023780.000000 Penalty: 5801.449707
	Iteration 47F: 3 clusters Score -1.402378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -128776.601562 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -128776.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -126750.890625 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -126750.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127050.273438 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -127050.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -127141.296875 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -127141.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -127191.414062 Penalty: 3485.548096
	Iteration 3Q: 3 clusters Score -127191.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -127216.921875 Penalty: 3485.548096
	Iteration 4Q: 3 clusters Score -127216.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127237.023438 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -127237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127252.945312 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -127252.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -127262.007812 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -127262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -127272.328125 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -127272.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127279.968750 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -127280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127284.484375 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -127284.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -127285.304688 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -127285.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127286.390625 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -127286.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127286.390625 Penalty: 3485.548096
	Iteration 13F: 3 clusters Score -127286.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -222440.453125 Penalty: 1907.983398
	Iteration 0F: 2 clusters Score -222440.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -219716.625000 Penalty: 3815.966797
	Iteration 0F: 3 clusters Score -219716.6 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -220261.890625 Penalty: 3815.966797
	Iteration 1F: 3 clusters Score -220261.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -220417.781250 Penalty: 3815.966797
	Iteration 2F: 3 clusters Score -220417.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -220508.609375 Penalty: 3815.966797
	Iteration 3Q: 3 clusters Score -220508.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -220575.812500 Penalty: 3815.966797
	Iteration 4Q: 3 clusters Score -220575.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -220633.187500 Penalty: 3815.966797
	Iteration 5Q: 3 clusters Score -220633.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -220684.718750 Penalty: 3815.966797
	Iteration 6Q: 3 clusters Score -220684.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -220741.156250 Penalty: 3815.966797
	Iteration 7Q: 3 clusters Score -220741.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -220790.171875 Penalty: 3815.966797
	Iteration 8Q: 3 clusters Score -220790.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -220855.046875 Penalty: 3815.966797
	Iteration 9Q: 3 clusters Score -220855 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -220906.171875 Penalty: 3815.966797
	Iteration 10Q: 3 clusters Score -220906.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -220963.234375 Penalty: 3815.966797
	Iteration 11Q: 3 clusters Score -220963.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -221014.750000 Penalty: 3815.966797
	Iteration 12Q: 3 clusters Score -221014.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -221072.046875 Penalty: 3815.966797
	Iteration 13Q: 3 clusters Score -221072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -221112.656250 Penalty: 3815.966797
	Iteration 14Q: 3 clusters Score -221112.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -221142.328125 Penalty: 3815.966797
	Iteration 15Q: 3 clusters Score -221142.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -221161.593750 Penalty: 3815.966797
	Iteration 16Q: 3 clusters Score -221161.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -221171.640625 Penalty: 3815.966797
	Iteration 17Q: 3 clusters Score -221171.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -221176.890625 Penalty: 3815.966797
	Iteration 18Q: 3 clusters Score -221176.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -221178.031250 Penalty: 3815.966797
	Iteration 19Q: 3 clusters Score -221178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -221178.218750 Penalty: 3815.966797
	Iteration 20F: 3 clusters Score -221178.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -492626.968750 Penalty: 2074.744385
	Iteration 0F: 2 clusters Score -492627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -488573.468750 Penalty: 4149.488770
	Iteration 0F: 3 clusters Score -488573.5 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -489532.437500 Penalty: 4149.488770
	Iteration 1F: 3 clusters Score -489532.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -489801.437500 Penalty: 4149.488770
	Iteration 2F: 3 clusters Score -489801.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -490021.562500 Penalty: 4149.488770
	Iteration 3F: 3 clusters Score -490021.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -490235.531250 Penalty: 4149.488770
	Iteration 4F: 3 clusters Score -490235.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -490480.000000 Penalty: 4149.488770
	Iteration 5F: 3 clusters Score -490480 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -490774.125000 Penalty: 4149.488770
	Iteration 6F: 3 clusters Score -490774.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -491140.625000 Penalty: 4149.488770
	Iteration 7F: 3 clusters Score -491140.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -491571.000000 Penalty: 4149.488770
	Iteration 8F: 3 clusters Score -491571 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -492081.781250 Penalty: 4149.488770
	Iteration 9F: 3 clusters Score -492081.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -492739.062500 Penalty: 4149.488770
	Iteration 10F: 3 clusters Score -492739.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -493340.468750 Penalty: 4149.488770
	Iteration 11Q: 3 clusters Score -493340.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -493512.718750 Penalty: 4149.488770
	Iteration 12Q: 3 clusters Score -493512.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -493530.312500 Penalty: 4149.488770
	Iteration 13Q: 3 clusters Score -493530.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -493534.531250 Penalty: 4149.488770
	Iteration 14Q: 3 clusters Score -493534.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -493537.687500 Penalty: 4149.488770
	Iteration 15Q: 3 clusters Score -493537.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -493541.125000 Penalty: 4149.488770
	Iteration 16Q: 3 clusters Score -493541.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -493542.500000 Penalty: 4149.488770
	Iteration 17Q: 3 clusters Score -493542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -493543.406250 Penalty: 4149.488770
	Iteration 18Q: 3 clusters Score -493543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -493543.406250 Penalty: 4149.488770
	Iteration 19F: 3 clusters Score -493543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1114 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65185 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41848 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320716 members 
Mstep: Class 20 contains 158274 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 2351 members 
Entering Unmasked Estep 
Score: -92688760.000000 Penalty: 81048.273438
Splitting cluster 5 changes total score from -92689128.000000 to -92688760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -91043.093750 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -91043.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -89249.656250 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -89249.66 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -89497.359375 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -89497.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -89556.335938 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -89556.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -89592.601562 Penalty: 3333.827148
	Iteration 3Q: 3 clusters Score -89592.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89613.445312 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -89613.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -89622.765625 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -89622.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -89626.578125 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -89626.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -89628.242188 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -89628.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -89628.242188 Penalty: 3333.827148
	Iteration 8F: 3 clusters Score -89628.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Entering Unmasked Estep 
Score: -1749409.000000 Penalty: 2382.844482
	Iteration 0F: 2 clusters Score -1749409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1738711.750000 Penalty: 4765.688965
	Iteration 0F: 3 clusters Score -1738712 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1742106.875000 Penalty: 4765.688965
	Iteration 1F: 3 clusters Score -1742107 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1742476.000000 Penalty: 4765.688965
	Iteration 2F: 3 clusters Score -1742476 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1742794.250000 Penalty: 4765.688965
	Iteration 3Q: 3 clusters Score -1742794 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1743082.375000 Penalty: 4765.688965
	Iteration 4Q: 3 clusters Score -1743082 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1743385.500000 Penalty: 4765.688965
	Iteration 5Q: 3 clusters Score -1743386 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1743713.625000 Penalty: 4765.688965
	Iteration 6Q: 3 clusters Score -1743714 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1744067.500000 Penalty: 4765.688965
	Iteration 7Q: 3 clusters Score -1744068 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1744491.750000 Penalty: 4765.688965
	Iteration 8Q: 3 clusters Score -1744492 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1744966.000000 Penalty: 4765.688965
	Iteration 9Q: 3 clusters Score -1744966 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1745386.750000 Penalty: 4765.688965
	Iteration 10Q: 3 clusters Score -1745387 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1745720.000000 Penalty: 4765.688965
	Iteration 11Q: 3 clusters Score -1745720 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1745953.875000 Penalty: 4765.688965
	Iteration 12Q: 3 clusters Score -1745954 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1746110.125000 Penalty: 4765.688965
	Iteration 13Q: 3 clusters Score -1746110 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1746235.125000 Penalty: 4765.688965
	Iteration 14Q: 3 clusters Score -1746235 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1746315.750000 Penalty: 4765.688965
	Iteration 15Q: 3 clusters Score -1746316 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1746377.500000 Penalty: 4765.688965
	Iteration 16Q: 3 clusters Score -1746378 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1746426.875000 Penalty: 4765.688965
	Iteration 17Q: 3 clusters Score -1746427 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1746481.500000 Penalty: 4765.688965
	Iteration 18Q: 3 clusters Score -1746482 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1746530.375000 Penalty: 4765.688965
	Iteration 19Q: 3 clusters Score -1746530 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1746578.875000 Penalty: 4765.688965
	Iteration 20F: 3 clusters Score -1746579 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1746623.375000 Penalty: 4765.688965
	Iteration 21Q: 3 clusters Score -1746623 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1746662.625000 Penalty: 4765.688965
	Iteration 22Q: 3 clusters Score -1746663 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1746705.500000 Penalty: 4765.688965
	Iteration 23Q: 3 clusters Score -1746706 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1746754.375000 Penalty: 4765.688965
	Iteration 24Q: 3 clusters Score -1746754 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1746794.000000 Penalty: 4765.688965
	Iteration 25Q: 3 clusters Score -1746794 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1746830.875000 Penalty: 4765.688965
	Iteration 26Q: 3 clusters Score -1746831 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1746863.250000 Penalty: 4765.688965
	Iteration 27Q: 3 clusters Score -1746863 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1746899.375000 Penalty: 4765.688965
	Iteration 28Q: 3 clusters Score -1746899 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1746932.625000 Penalty: 4765.688965
	Iteration 29Q: 3 clusters Score -1746933 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1746960.750000 Penalty: 4765.688965
	Iteration 30Q: 3 clusters Score -1746961 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1746987.125000 Penalty: 4765.688965
	Iteration 31Q: 3 clusters Score -1746987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1747005.500000 Penalty: 4765.688965
	Iteration 32Q: 3 clusters Score -1747006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1747023.000000 Penalty: 4765.688965
	Iteration 33Q: 3 clusters Score -1747023 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1747047.875000 Penalty: 4765.688965
	Iteration 34Q: 3 clusters Score -1747048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1747056.125000 Penalty: 4765.688965
	Iteration 35Q: 3 clusters Score -1747056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1747068.875000 Penalty: 4765.688965
	Iteration 36Q: 3 clusters Score -1747069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1747086.000000 Penalty: 4765.688965
	Iteration 37Q: 3 clusters Score -1747086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1747102.625000 Penalty: 4765.688965
	Iteration 38Q: 3 clusters Score -1747103 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1747126.500000 Penalty: 4765.688965
	Iteration 39Q: 3 clusters Score -1747126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1747142.000000 Penalty: 4765.688965
	Iteration 40F: 3 clusters Score -1747142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1747158.250000 Penalty: 4765.688965
	Iteration 41Q: 3 clusters Score -1747158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1747169.250000 Penalty: 4765.688965
	Iteration 42Q: 3 clusters Score -1747169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1747180.375000 Penalty: 4765.688965
	Iteration 43Q: 3 clusters Score -1747180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1747198.250000 Penalty: 4765.688965
	Iteration 44Q: 3 clusters Score -1747198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1747214.750000 Penalty: 4765.688965
	Iteration 45Q: 3 clusters Score -1747215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1747230.375000 Penalty: 4765.688965
	Iteration 46Q: 3 clusters Score -1747230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1747243.375000 Penalty: 4765.688965
	Iteration 47Q: 3 clusters Score -1747243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1747246.125000 Penalty: 4765.688965
	Iteration 48Q: 3 clusters Score -1747246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1747245.375000 Penalty: 4765.688965
	Iteration 49Q: 3 clusters Score -1747245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1747251.875000 Penalty: 4765.688965
	Iteration 50Q: 3 clusters Score -1747252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1747254.250000 Penalty: 4765.688965
	Iteration 51Q: 3 clusters Score -1747254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1747262.000000 Penalty: 4765.688965
	Iteration 52Q: 3 clusters Score -1747262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1747263.125000 Penalty: 4765.688965
	Iteration 53Q: 3 clusters Score -1747263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1747269.875000 Penalty: 4765.688965
	Iteration 54Q: 3 clusters Score -1747270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1747275.625000 Penalty: 4765.688965
	Iteration 55Q: 3 clusters Score -1747276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1747285.750000 Penalty: 4765.688965
	Iteration 56Q: 3 clusters Score -1747286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1747289.500000 Penalty: 4765.688965
	Iteration 57Q: 3 clusters Score -1747290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1747295.375000 Penalty: 4765.688965
	Iteration 58Q: 3 clusters Score -1747295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1747301.125000 Penalty: 4765.688965
	Iteration 59Q: 3 clusters Score -1747301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1747305.750000 Penalty: 4765.688965
	Iteration 60F: 3 clusters Score -1747306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1747311.750000 Penalty: 4765.688965
	Iteration 61Q: 3 clusters Score -1747312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1747323.000000 Penalty: 4765.688965
	Iteration 62Q: 3 clusters Score -1747323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1747326.750000 Penalty: 4765.688965
	Iteration 63Q: 3 clusters Score -1747327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1747331.625000 Penalty: 4765.688965
	Iteration 64Q: 3 clusters Score -1747332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1747336.875000 Penalty: 4765.688965
	Iteration 65Q: 3 clusters Score -1747337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1747338.750000 Penalty: 4765.688965
	Iteration 66Q: 3 clusters Score -1747339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1747338.125000 Penalty: 4765.688965
	Iteration 67Q: 3 clusters Score -1747338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1747342.250000 Penalty: 4765.688965
	Iteration 68Q: 3 clusters Score -1747342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1747342.000000 Penalty: 4765.688965
	Iteration 69Q: 3 clusters Score -1747342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1747339.000000 Penalty: 4765.688965
	Iteration 70Q: 3 clusters Score -1747339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1747341.625000 Penalty: 4765.688965
	Iteration 71Q: 3 clusters Score -1747342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1747344.375000 Penalty: 4765.688965
	Iteration 72Q: 3 clusters Score -1747344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1747343.625000 Penalty: 4765.688965
	Iteration 73Q: 3 clusters Score -1747344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1747342.125000 Penalty: 4765.688965
	Iteration 74Q: 3 clusters Score -1747342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1747342.125000 Penalty: 4765.688965
	Iteration 75F: 3 clusters Score -1747342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Entering Unmasked Estep 
Score: -7562068.000000 Penalty: 2749.076172
	Iteration 0F: 2 clusters Score -7562068 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 32648 members 
Entering Unmasked Estep 
Score: -7518565.500000 Penalty: 5498.152344
	Iteration 0F: 3 clusters Score -7518566 nChanged 30316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -7535259.500000 Penalty: 5498.152344
	Iteration 1F: 3 clusters Score -7535260 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -7535811.500000 Penalty: 5498.152344
	Iteration 2Q: 3 clusters Score -7535812 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -7536315.000000 Penalty: 5498.152344
	Iteration 3Q: 3 clusters Score -7536315 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -7536948.000000 Penalty: 5498.152344
	Iteration 4Q: 3 clusters Score -7536948 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -7537699.500000 Penalty: 5498.152344
	Iteration 5Q: 3 clusters Score -7537700 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -7538960.500000 Penalty: 5498.152344
	Iteration 6Q: 3 clusters Score -7538960 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -7541116.500000 Penalty: 5498.152344
	Iteration 7F: 3 clusters Score -7541116 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -7544386.000000 Penalty: 5498.152344
	Iteration 8F: 3 clusters Score -7544386 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -7548727.000000 Penalty: 5498.152344
	Iteration 9F: 3 clusters Score -7548727 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -7553216.500000 Penalty: 5498.152344
	Iteration 10F: 3 clusters Score -7553216 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -7556626.500000 Penalty: 5498.152344
	Iteration 11F: 3 clusters Score -7556626 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -7558412.000000 Penalty: 5498.152344
	Iteration 12Q: 3 clusters Score -7558412 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -7559175.500000 Penalty: 5498.152344
	Iteration 13Q: 3 clusters Score -7559176 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -7559505.500000 Penalty: 5498.152344
	Iteration 14Q: 3 clusters Score -7559506 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -7559653.500000 Penalty: 5498.152344
	Iteration 15Q: 3 clusters Score -7559654 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 64538 members 
Entering Unmasked Estep 
Score: -7559721.000000 Penalty: 5498.152344
	Iteration 16Q: 3 clusters Score -7559721 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -7559743.000000 Penalty: 5498.152344
	Iteration 17Q: 3 clusters Score -7559743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -7559776.500000 Penalty: 5498.152344
	Iteration 18Q: 3 clusters Score -7559776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -7559788.000000 Penalty: 5498.152344
	Iteration 19Q: 3 clusters Score -7559788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -7559800.500000 Penalty: 5498.152344
	Iteration 20F: 3 clusters Score -7559800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -7559812.500000 Penalty: 5498.152344
	Iteration 21Q: 3 clusters Score -7559812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -7559827.500000 Penalty: 5498.152344
	Iteration 22Q: 3 clusters Score -7559828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -7559830.000000 Penalty: 5498.152344
	Iteration 23Q: 3 clusters Score -7559830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -7559833.000000 Penalty: 5498.152344
	Iteration 24Q: 3 clusters Score -7559833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -7559831.000000 Penalty: 5498.152344
	Iteration 25Q: 3 clusters Score -7559831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -7559839.000000 Penalty: 5498.152344
	Iteration 26Q: 3 clusters Score -7559839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -7559857.000000 Penalty: 5498.152344
	Iteration 27Q: 3 clusters Score -7559857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -7559854.000000 Penalty: 5498.152344
	Iteration 28Q: 3 clusters Score -7559854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -7559855.500000 Penalty: 5498.152344
	Iteration 29Q: 3 clusters Score -7559856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -7559857.500000 Penalty: 5498.152344
	Iteration 30Q: 3 clusters Score -7559858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -7559855.000000 Penalty: 5498.152344
	Iteration 31Q: 3 clusters Score -7559855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -7559855.000000 Penalty: 5498.152344
	Iteration 32F: 3 clusters Score -7559855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -279029.406250 Penalty: 1931.682007
	Iteration 0F: 2 clusters Score -279029.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -276128.593750 Penalty: 3863.364014
	Iteration 0F: 3 clusters Score -276128.6 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -276720.531250 Penalty: 3863.364014
	Iteration 1F: 3 clusters Score -276720.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -276861.406250 Penalty: 3863.364014
	Iteration 2F: 3 clusters Score -276861.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -276944.281250 Penalty: 3863.364014
	Iteration 3Q: 3 clusters Score -276944.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -276985.218750 Penalty: 3863.364014
	Iteration 4Q: 3 clusters Score -276985.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -277008.062500 Penalty: 3863.364014
	Iteration 5Q: 3 clusters Score -277008.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -277027.156250 Penalty: 3863.364014
	Iteration 6Q: 3 clusters Score -277027.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -277039.062500 Penalty: 3863.364014
	Iteration 7Q: 3 clusters Score -277039.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -277044.906250 Penalty: 3863.364014
	Iteration 8Q: 3 clusters Score -277044.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -277049.000000 Penalty: 3863.364014
	Iteration 9Q: 3 clusters Score -277049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -277052.281250 Penalty: 3863.364014
	Iteration 10Q: 3 clusters Score -277052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -277055.000000 Penalty: 3863.364014
	Iteration 11Q: 3 clusters Score -277055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -277062.281250 Penalty: 3863.364014
	Iteration 12Q: 3 clusters Score -277062.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -277073.406250 Penalty: 3863.364014
	Iteration 13Q: 3 clusters Score -277073.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -277080.750000 Penalty: 3863.364014
	Iteration 14Q: 3 clusters Score -277080.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -277083.937500 Penalty: 3863.364014
	Iteration 15Q: 3 clusters Score -277083.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -277087.187500 Penalty: 3863.364014
	Iteration 16Q: 3 clusters Score -277087.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -277089.843750 Penalty: 3863.364014
	Iteration 17Q: 3 clusters Score -277089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -277091.906250 Penalty: 3863.364014
	Iteration 18Q: 3 clusters Score -277091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -277093.812500 Penalty: 3863.364014
	Iteration 19Q: 3 clusters Score -277093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -277096.125000 Penalty: 3863.364014
	Iteration 20F: 3 clusters Score -277096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -277098.093750 Penalty: 3863.364014
	Iteration 21Q: 3 clusters Score -277098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -277099.625000 Penalty: 3863.364014
	Iteration 22Q: 3 clusters Score -277099.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -277101.718750 Penalty: 3863.364014
	Iteration 23Q: 3 clusters Score -277101.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -277103.656250 Penalty: 3863.364014
	Iteration 24Q: 3 clusters Score -277103.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -277104.531250 Penalty: 3863.364014
	Iteration 25Q: 3 clusters Score -277104.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -277105.218750 Penalty: 3863.364014
	Iteration 26Q: 3 clusters Score -277105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -277107.937500 Penalty: 3863.364014
	Iteration 27Q: 3 clusters Score -277107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -277109.281250 Penalty: 3863.364014
	Iteration 28Q: 3 clusters Score -277109.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -277111.406250 Penalty: 3863.364014
	Iteration 29Q: 3 clusters Score -277111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -277112.000000 Penalty: 3863.364014
	Iteration 30Q: 3 clusters Score -277112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -277113.687500 Penalty: 3863.364014
	Iteration 31Q: 3 clusters Score -277113.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -277115.156250 Penalty: 3863.364014
	Iteration 32Q: 3 clusters Score -277115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -277115.156250 Penalty: 3863.364014
	Iteration 33F: 3 clusters Score -277115.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Entering Unmasked Estep 
Score: -2237789.750000 Penalty: 2443.670166
	Iteration 0F: 2 clusters Score -2237790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2224374.500000 Penalty: 4887.340332
	Iteration 0F: 3 clusters Score -2224374 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2228794.500000 Penalty: 4887.340332
	Iteration 1F: 3 clusters Score -2228794 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2229190.500000 Penalty: 4887.340332
	Iteration 2F: 3 clusters Score -2229190 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2229506.250000 Penalty: 4887.340332
	Iteration 3Q: 3 clusters Score -2229506 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2229833.000000 Penalty: 4887.340332
	Iteration 4Q: 3 clusters Score -2229833 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2230126.750000 Penalty: 4887.340332
	Iteration 5Q: 3 clusters Score -2230127 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2230468.000000 Penalty: 4887.340332
	Iteration 6Q: 3 clusters Score -2230468 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2230869.250000 Penalty: 4887.340332
	Iteration 7Q: 3 clusters Score -2230869 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2231283.250000 Penalty: 4887.340332
	Iteration 8Q: 3 clusters Score -2231283 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2231742.250000 Penalty: 4887.340332
	Iteration 9Q: 3 clusters Score -2231742 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2232241.500000 Penalty: 4887.340332
	Iteration 10Q: 3 clusters Score -2232242 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2232737.750000 Penalty: 4887.340332
	Iteration 11Q: 3 clusters Score -2232738 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2233168.500000 Penalty: 4887.340332
	Iteration 12Q: 3 clusters Score -2233168 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2233490.000000 Penalty: 4887.340332
	Iteration 13Q: 3 clusters Score -2233490 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2233715.750000 Penalty: 4887.340332
	Iteration 14Q: 3 clusters Score -2233716 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2233874.250000 Penalty: 4887.340332
	Iteration 15Q: 3 clusters Score -2233874 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2233983.000000 Penalty: 4887.340332
	Iteration 16Q: 3 clusters Score -2233983 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2234052.250000 Penalty: 4887.340332
	Iteration 17Q: 3 clusters Score -2234052 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2234127.500000 Penalty: 4887.340332
	Iteration 18Q: 3 clusters Score -2234128 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2234198.250000 Penalty: 4887.340332
	Iteration 19Q: 3 clusters Score -2234198 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2234281.000000 Penalty: 4887.340332
	Iteration 20F: 3 clusters Score -2234281 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2234344.000000 Penalty: 4887.340332
	Iteration 21Q: 3 clusters Score -2234344 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2234406.500000 Penalty: 4887.340332
	Iteration 22Q: 3 clusters Score -2234406 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2234465.250000 Penalty: 4887.340332
	Iteration 23Q: 3 clusters Score -2234465 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2234527.500000 Penalty: 4887.340332
	Iteration 24Q: 3 clusters Score -2234528 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2234572.500000 Penalty: 4887.340332
	Iteration 25Q: 3 clusters Score -2234572 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2234609.500000 Penalty: 4887.340332
	Iteration 26Q: 3 clusters Score -2234610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2234644.750000 Penalty: 4887.340332
	Iteration 27Q: 3 clusters Score -2234645 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2234687.500000 Penalty: 4887.340332
	Iteration 28Q: 3 clusters Score -2234688 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2234727.250000 Penalty: 4887.340332
	Iteration 29Q: 3 clusters Score -2234727 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2234771.000000 Penalty: 4887.340332
	Iteration 30Q: 3 clusters Score -2234771 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2234819.750000 Penalty: 4887.340332
	Iteration 31Q: 3 clusters Score -2234820 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2234878.500000 Penalty: 4887.340332
	Iteration 32Q: 3 clusters Score -2234878 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2234937.500000 Penalty: 4887.340332
	Iteration 33Q: 3 clusters Score -2234938 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2235003.000000 Penalty: 4887.340332
	Iteration 34Q: 3 clusters Score -2235003 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2235068.750000 Penalty: 4887.340332
	Iteration 35Q: 3 clusters Score -2235069 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2235130.250000 Penalty: 4887.340332
	Iteration 36Q: 3 clusters Score -2235130 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2235177.750000 Penalty: 4887.340332
	Iteration 37Q: 3 clusters Score -2235178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2235217.500000 Penalty: 4887.340332
	Iteration 38Q: 3 clusters Score -2235218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2235255.750000 Penalty: 4887.340332
	Iteration 39Q: 3 clusters Score -2235256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2235299.750000 Penalty: 4887.340332
	Iteration 40F: 3 clusters Score -2235300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2235338.500000 Penalty: 4887.340332
	Iteration 41Q: 3 clusters Score -2235338 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2235381.000000 Penalty: 4887.340332
	Iteration 42Q: 3 clusters Score -2235381 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2235414.750000 Penalty: 4887.340332
	Iteration 43Q: 3 clusters Score -2235415 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2235444.000000 Penalty: 4887.340332
	Iteration 44Q: 3 clusters Score -2235444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2235469.000000 Penalty: 4887.340332
	Iteration 45Q: 3 clusters Score -2235469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2235493.000000 Penalty: 4887.340332
	Iteration 46Q: 3 clusters Score -2235493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2235521.250000 Penalty: 4887.340332
	Iteration 47Q: 3 clusters Score -2235521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2235556.250000 Penalty: 4887.340332
	Iteration 48Q: 3 clusters Score -2235556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2235572.750000 Penalty: 4887.340332
	Iteration 49Q: 3 clusters Score -2235573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2235597.000000 Penalty: 4887.340332
	Iteration 50Q: 3 clusters Score -2235597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2235608.000000 Penalty: 4887.340332
	Iteration 51Q: 3 clusters Score -2235608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2235609.250000 Penalty: 4887.340332
	Iteration 52Q: 3 clusters Score -2235609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2235618.000000 Penalty: 4887.340332
	Iteration 53Q: 3 clusters Score -2235618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2235626.500000 Penalty: 4887.340332
	Iteration 54Q: 3 clusters Score -2235626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2235629.500000 Penalty: 4887.340332
	Iteration 55Q: 3 clusters Score -2235630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2235636.250000 Penalty: 4887.340332
	Iteration 56Q: 3 clusters Score -2235636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2235638.500000 Penalty: 4887.340332
	Iteration 57Q: 3 clusters Score -2235638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2235643.000000 Penalty: 4887.340332
	Iteration 58Q: 3 clusters Score -2235643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2235646.000000 Penalty: 4887.340332
	Iteration 59Q: 3 clusters Score -2235646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2235651.250000 Penalty: 4887.340332
	Iteration 60F: 3 clusters Score -2235651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2235654.500000 Penalty: 4887.340332
	Iteration 61Q: 3 clusters Score -2235654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2235666.000000 Penalty: 4887.340332
	Iteration 62Q: 3 clusters Score -2235666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2235669.250000 Penalty: 4887.340332
	Iteration 63Q: 3 clusters Score -2235669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2235676.000000 Penalty: 4887.340332
	Iteration 64Q: 3 clusters Score -2235676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2235676.750000 Penalty: 4887.340332
	Iteration 65Q: 3 clusters Score -2235677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2235675.750000 Penalty: 4887.340332
	Iteration 66Q: 3 clusters Score -2235676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2235679.000000 Penalty: 4887.340332
	Iteration 67Q: 3 clusters Score -2235679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2235678.250000 Penalty: 4887.340332
	Iteration 68Q: 3 clusters Score -2235678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2235680.000000 Penalty: 4887.340332
	Iteration 69Q: 3 clusters Score -2235680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2235680.750000 Penalty: 4887.340332
	Iteration 70Q: 3 clusters Score -2235681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2235682.750000 Penalty: 4887.340332
	Iteration 71Q: 3 clusters Score -2235683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2235678.500000 Penalty: 4887.340332
	Iteration 72Q: 3 clusters Score -2235678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2235678.500000 Penalty: 4887.340332
	Iteration 73F: 3 clusters Score -2235678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Entering Unmasked Estep 
Score: -432904.968750 Penalty: 2055.057129
	Iteration 0F: 2 clusters Score -432905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -429164.062500 Penalty: 4110.114258
	Iteration 0F: 3 clusters Score -429164.1 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -430280.500000 Penalty: 4110.114258
	Iteration 1F: 3 clusters Score -430280.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -430690.375000 Penalty: 4110.114258
	Iteration 2F: 3 clusters Score -430690.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -430991.937500 Penalty: 4110.114258
	Iteration 3F: 3 clusters Score -430991.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -431216.031250 Penalty: 4110.114258
	Iteration 4F: 3 clusters Score -431216 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -431434.593750 Penalty: 4110.114258
	Iteration 5F: 3 clusters Score -431434.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -431699.156250 Penalty: 4110.114258
	Iteration 6F: 3 clusters Score -431699.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -432046.750000 Penalty: 4110.114258
	Iteration 7F: 3 clusters Score -432046.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -432388.156250 Penalty: 4110.114258
	Iteration 8F: 3 clusters Score -432388.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -432622.500000 Penalty: 4110.114258
	Iteration 9Q: 3 clusters Score -432622.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -432823.187500 Penalty: 4110.114258
	Iteration 10Q: 3 clusters Score -432823.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -433002.062500 Penalty: 4110.114258
	Iteration 11Q: 3 clusters Score -433002.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -433105.625000 Penalty: 4110.114258
	Iteration 12Q: 3 clusters Score -433105.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -433155.625000 Penalty: 4110.114258
	Iteration 13Q: 3 clusters Score -433155.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -433176.968750 Penalty: 4110.114258
	Iteration 14Q: 3 clusters Score -433177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -433193.406250 Penalty: 4110.114258
	Iteration 15Q: 3 clusters Score -433193.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -433206.750000 Penalty: 4110.114258
	Iteration 16Q: 3 clusters Score -433206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -433218.531250 Penalty: 4110.114258
	Iteration 17Q: 3 clusters Score -433218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -433219.656250 Penalty: 4110.114258
	Iteration 18Q: 3 clusters Score -433219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -433219.656250 Penalty: 4110.114258
	Iteration 19F: 3 clusters Score -433219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1114 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65185 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41848 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320716 members 
Mstep: Class 20 contains 158274 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 3785 members 
Entering Unmasked Estep 
Score: -92688120.000000 Penalty: 81048.273438
Splitting cluster 11 changes total score from -92689128.000000 to -92688120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Entering Unmasked Estep 
Score: -732289.937500 Penalty: 2168.277344
	Iteration 0F: 2 clusters Score -732289.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -727077.250000 Penalty: 4336.554688
	Iteration 0F: 3 clusters Score -727077.2 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -728309.687500 Penalty: 4336.554688
	Iteration 1F: 3 clusters Score -728309.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -728525.500000 Penalty: 4336.554688
	Iteration 2F: 3 clusters Score -728525.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -728676.187500 Penalty: 4336.554688
	Iteration 3F: 3 clusters Score -728676.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -728784.062500 Penalty: 4336.554688
	Iteration 4Q: 3 clusters Score -728784.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -728870.750000 Penalty: 4336.554688
	Iteration 5Q: 3 clusters Score -728870.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -728947.750000 Penalty: 4336.554688
	Iteration 6Q: 3 clusters Score -728947.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -729021.125000 Penalty: 4336.554688
	Iteration 7Q: 3 clusters Score -729021.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -729093.250000 Penalty: 4336.554688
	Iteration 8Q: 3 clusters Score -729093.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -729163.250000 Penalty: 4336.554688
	Iteration 9Q: 3 clusters Score -729163.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -729236.562500 Penalty: 4336.554688
	Iteration 10Q: 3 clusters Score -729236.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -729327.562500 Penalty: 4336.554688
	Iteration 11Q: 3 clusters Score -729327.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -729427.375000 Penalty: 4336.554688
	Iteration 12Q: 3 clusters Score -729427.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -729534.000000 Penalty: 4336.554688
	Iteration 13Q: 3 clusters Score -729534 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -729654.562500 Penalty: 4336.554688
	Iteration 14Q: 3 clusters Score -729654.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -729766.875000 Penalty: 4336.554688
	Iteration 15Q: 3 clusters Score -729766.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -729873.312500 Penalty: 4336.554688
	Iteration 16Q: 3 clusters Score -729873.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -729978.562500 Penalty: 4336.554688
	Iteration 17Q: 3 clusters Score -729978.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -730056.000000 Penalty: 4336.554688
	Iteration 18Q: 3 clusters Score -730056 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -730117.562500 Penalty: 4336.554688
	Iteration 19Q: 3 clusters Score -730117.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -730172.875000 Penalty: 4336.554688
	Iteration 20F: 3 clusters Score -730172.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -730217.562500 Penalty: 4336.554688
	Iteration 21Q: 3 clusters Score -730217.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -730246.562500 Penalty: 4336.554688
	Iteration 22Q: 3 clusters Score -730246.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -730284.375000 Penalty: 4336.554688
	Iteration 23Q: 3 clusters Score -730284.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -730322.687500 Penalty: 4336.554688
	Iteration 24Q: 3 clusters Score -730322.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -730355.875000 Penalty: 4336.554688
	Iteration 25Q: 3 clusters Score -730355.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -730381.625000 Penalty: 4336.554688
	Iteration 26Q: 3 clusters Score -730381.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -730396.812500 Penalty: 4336.554688
	Iteration 27Q: 3 clusters Score -730396.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -730411.000000 Penalty: 4336.554688
	Iteration 28Q: 3 clusters Score -730411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -730426.062500 Penalty: 4336.554688
	Iteration 29Q: 3 clusters Score -730426.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -730434.687500 Penalty: 4336.554688
	Iteration 30Q: 3 clusters Score -730434.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -730440.687500 Penalty: 4336.554688
	Iteration 31Q: 3 clusters Score -730440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -730443.875000 Penalty: 4336.554688
	Iteration 32Q: 3 clusters Score -730443.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -730448.750000 Penalty: 4336.554688
	Iteration 33Q: 3 clusters Score -730448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -730450.375000 Penalty: 4336.554688
	Iteration 34Q: 3 clusters Score -730450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -730454.750000 Penalty: 4336.554688
	Iteration 35Q: 3 clusters Score -730454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -730459.187500 Penalty: 4336.554688
	Iteration 36Q: 3 clusters Score -730459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -730460.812500 Penalty: 4336.554688
	Iteration 37Q: 3 clusters Score -730460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -730463.750000 Penalty: 4336.554688
	Iteration 38Q: 3 clusters Score -730463.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -730465.750000 Penalty: 4336.554688
	Iteration 39Q: 3 clusters Score -730465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -730467.500000 Penalty: 4336.554688
	Iteration 40F: 3 clusters Score -730467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -730467.125000 Penalty: 4336.554688
	Iteration 41Q: 3 clusters Score -730467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -730468.250000 Penalty: 4336.554688
	Iteration 42Q: 3 clusters Score -730468.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -730468.250000 Penalty: 4336.554688
	Iteration 43F: 3 clusters Score -730468.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Entering Unmasked Estep 
Score: -2753090.750000 Penalty: 2495.890381
	Iteration 0F: 2 clusters Score -2753091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2736780.000000 Penalty: 4991.780762
	Iteration 0F: 3 clusters Score -2736780 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2742415.750000 Penalty: 4991.780762
	Iteration 1F: 3 clusters Score -2742416 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2742915.250000 Penalty: 4991.780762
	Iteration 2F: 3 clusters Score -2742915 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2743425.750000 Penalty: 4991.780762
	Iteration 3Q: 3 clusters Score -2743426 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2744042.000000 Penalty: 4991.780762
	Iteration 4Q: 3 clusters Score -2744042 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2744789.250000 Penalty: 4991.780762
	Iteration 5Q: 3 clusters Score -2744789 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2745674.000000 Penalty: 4991.780762
	Iteration 6F: 3 clusters Score -2745674 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2746629.000000 Penalty: 4991.780762
	Iteration 7F: 3 clusters Score -2746629 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2747581.750000 Penalty: 4991.780762
	Iteration 8Q: 3 clusters Score -2747582 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2748457.000000 Penalty: 4991.780762
	Iteration 9F: 3 clusters Score -2748457 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2749210.250000 Penalty: 4991.780762
	Iteration 10Q: 3 clusters Score -2749210 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2749870.000000 Penalty: 4991.780762
	Iteration 11Q: 3 clusters Score -2749870 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2750329.250000 Penalty: 4991.780762
	Iteration 12Q: 3 clusters Score -2750329 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2750610.000000 Penalty: 4991.780762
	Iteration 13Q: 3 clusters Score -2750610 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2750809.250000 Penalty: 4991.780762
	Iteration 14Q: 3 clusters Score -2750809 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2750974.000000 Penalty: 4991.780762
	Iteration 15Q: 3 clusters Score -2750974 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2751138.000000 Penalty: 4991.780762
	Iteration 16Q: 3 clusters Score -2751138 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2751285.000000 Penalty: 4991.780762
	Iteration 17Q: 3 clusters Score -2751285 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2751396.500000 Penalty: 4991.780762
	Iteration 18Q: 3 clusters Score -2751396 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2751482.000000 Penalty: 4991.780762
	Iteration 19Q: 3 clusters Score -2751482 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2751551.250000 Penalty: 4991.780762
	Iteration 20F: 3 clusters Score -2751551 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2751602.000000 Penalty: 4991.780762
	Iteration 21Q: 3 clusters Score -2751602 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2751653.750000 Penalty: 4991.780762
	Iteration 22Q: 3 clusters Score -2751654 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2751676.000000 Penalty: 4991.780762
	Iteration 23Q: 3 clusters Score -2751676 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2751712.250000 Penalty: 4991.780762
	Iteration 24Q: 3 clusters Score -2751712 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2751733.750000 Penalty: 4991.780762
	Iteration 25Q: 3 clusters Score -2751734 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2751747.000000 Penalty: 4991.780762
	Iteration 26Q: 3 clusters Score -2751747 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2751775.750000 Penalty: 4991.780762
	Iteration 27Q: 3 clusters Score -2751776 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2751799.250000 Penalty: 4991.780762
	Iteration 28Q: 3 clusters Score -2751799 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2751813.000000 Penalty: 4991.780762
	Iteration 29Q: 3 clusters Score -2751813 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2751831.750000 Penalty: 4991.780762
	Iteration 30Q: 3 clusters Score -2751832 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2751846.750000 Penalty: 4991.780762
	Iteration 31Q: 3 clusters Score -2751847 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2751870.500000 Penalty: 4991.780762
	Iteration 32Q: 3 clusters Score -2751870 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2751887.750000 Penalty: 4991.780762
	Iteration 33Q: 3 clusters Score -2751888 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2751897.500000 Penalty: 4991.780762
	Iteration 34Q: 3 clusters Score -2751898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2751915.000000 Penalty: 4991.780762
	Iteration 35Q: 3 clusters Score -2751915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2751906.750000 Penalty: 4991.780762
	Iteration 36Q: 3 clusters Score -2751907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2751918.000000 Penalty: 4991.780762
	Iteration 37Q: 3 clusters Score -2751918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2751931.000000 Penalty: 4991.780762
	Iteration 38Q: 3 clusters Score -2751931 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2751940.750000 Penalty: 4991.780762
	Iteration 39Q: 3 clusters Score -2751941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2751950.000000 Penalty: 4991.780762
	Iteration 40F: 3 clusters Score -2751950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2751947.000000 Penalty: 4991.780762
	Iteration 41Q: 3 clusters Score -2751947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2751956.750000 Penalty: 4991.780762
	Iteration 42Q: 3 clusters Score -2751957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2751967.500000 Penalty: 4991.780762
	Iteration 43Q: 3 clusters Score -2751968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2751975.500000 Penalty: 4991.780762
	Iteration 44Q: 3 clusters Score -2751976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2751969.250000 Penalty: 4991.780762
	Iteration 45Q: 3 clusters Score -2751969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2751978.000000 Penalty: 4991.780762
	Iteration 46Q: 3 clusters Score -2751978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2751984.750000 Penalty: 4991.780762
	Iteration 47Q: 3 clusters Score -2751985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2751998.000000 Penalty: 4991.780762
	Iteration 48Q: 3 clusters Score -2751998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2752011.750000 Penalty: 4991.780762
	Iteration 49Q: 3 clusters Score -2752012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2752009.750000 Penalty: 4991.780762
	Iteration 50Q: 3 clusters Score -2752010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2752010.500000 Penalty: 4991.780762
	Iteration 51Q: 3 clusters Score -2752010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2752016.250000 Penalty: 4991.780762
	Iteration 52Q: 3 clusters Score -2752016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2752011.250000 Penalty: 4991.780762
	Iteration 53Q: 3 clusters Score -2752011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2752016.000000 Penalty: 4991.780762
	Iteration 54Q: 3 clusters Score -2752016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2752022.750000 Penalty: 4991.780762
	Iteration 55Q: 3 clusters Score -2752023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2752022.500000 Penalty: 4991.780762
	Iteration 56Q: 3 clusters Score -2752022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2752027.750000 Penalty: 4991.780762
	Iteration 57Q: 3 clusters Score -2752028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2752023.250000 Penalty: 4991.780762
	Iteration 58Q: 3 clusters Score -2752023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2752026.000000 Penalty: 4991.780762
	Iteration 59Q: 3 clusters Score -2752026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2752036.000000 Penalty: 4991.780762
	Iteration 60F: 3 clusters Score -2752036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2752040.250000 Penalty: 4991.780762
	Iteration 61Q: 3 clusters Score -2752040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2752047.250000 Penalty: 4991.780762
	Iteration 62Q: 3 clusters Score -2752047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2752045.500000 Penalty: 4991.780762
	Iteration 63Q: 3 clusters Score -2752046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2752044.000000 Penalty: 4991.780762
	Iteration 64Q: 3 clusters Score -2752044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2752043.750000 Penalty: 4991.780762
	Iteration 65Q: 3 clusters Score -2752044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2752045.000000 Penalty: 4991.780762
	Iteration 66Q: 3 clusters Score -2752045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2752045.000000 Penalty: 4991.780762
	Iteration 67Q: 3 clusters Score -2752045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2752045.000000 Penalty: 4991.780762
	Iteration 68Q: 3 clusters Score -2752045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2752039.000000 Penalty: 4991.780762
	Iteration 69Q: 3 clusters Score -2752039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2752041.250000 Penalty: 4991.780762
	Iteration 70Q: 3 clusters Score -2752041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2752038.250000 Penalty: 4991.780762
	Iteration 71Q: 3 clusters Score -2752038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2752038.250000 Penalty: 4991.780762
	Iteration 72F: 3 clusters Score -2752038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Entering Unmasked Estep 
Score: -4716433.500000 Penalty: 2639.166260
	Iteration 0F: 2 clusters Score -4716434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4688039.500000 Penalty: 5278.332520
	Iteration 0F: 3 clusters Score -4688040 nChanged 19255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -4698701.500000 Penalty: 5278.332520
	Iteration 1F: 3 clusters Score -4698702 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4699154.000000 Penalty: 5278.332520
	Iteration 2Q: 3 clusters Score -4699154 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4699546.000000 Penalty: 5278.332520
	Iteration 3Q: 3 clusters Score -4699546 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -4699861.500000 Penalty: 5278.332520
	Iteration 4Q: 3 clusters Score -4699862 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4700122.000000 Penalty: 5278.332520
	Iteration 5Q: 3 clusters Score -4700122 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -4700369.500000 Penalty: 5278.332520
	Iteration 6Q: 3 clusters Score -4700370 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -4700545.500000 Penalty: 5278.332520
	Iteration 7Q: 3 clusters Score -4700546 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4700771.000000 Penalty: 5278.332520
	Iteration 8Q: 3 clusters Score -4700771 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -4701033.000000 Penalty: 5278.332520
	Iteration 9Q: 3 clusters Score -4701033 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -4701307.500000 Penalty: 5278.332520
	Iteration 10Q: 3 clusters Score -4701308 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -4701662.000000 Penalty: 5278.332520
	Iteration 11Q: 3 clusters Score -4701662 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -4702160.500000 Penalty: 5278.332520
	Iteration 12Q: 3 clusters Score -4702160 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -4702793.500000 Penalty: 5278.332520
	Iteration 13Q: 3 clusters Score -4702794 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -4703651.000000 Penalty: 5278.332520
	Iteration 14Q: 3 clusters Score -4703651 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -4704742.500000 Penalty: 5278.332520
	Iteration 15Q: 3 clusters Score -4704742 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -4705866.000000 Penalty: 5278.332520
	Iteration 16Q: 3 clusters Score -4705866 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -4706987.500000 Penalty: 5278.332520
	Iteration 17Q: 3 clusters Score -4706988 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -4707998.000000 Penalty: 5278.332520
	Iteration 18Q: 3 clusters Score -4707998 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -4708791.000000 Penalty: 5278.332520
	Iteration 19Q: 3 clusters Score -4708791 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -4709469.500000 Penalty: 5278.332520
	Iteration 20F: 3 clusters Score -4709470 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -4710044.000000 Penalty: 5278.332520
	Iteration 21Q: 3 clusters Score -4710044 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4710641.500000 Penalty: 5278.332520
	Iteration 22Q: 3 clusters Score -4710642 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4711175.500000 Penalty: 5278.332520
	Iteration 23Q: 3 clusters Score -4711176 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -4711690.000000 Penalty: 5278.332520
	Iteration 24Q: 3 clusters Score -4711690 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4712155.500000 Penalty: 5278.332520
	Iteration 25Q: 3 clusters Score -4712156 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4712551.000000 Penalty: 5278.332520
	Iteration 26Q: 3 clusters Score -4712551 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4712922.500000 Penalty: 5278.332520
	Iteration 27Q: 3 clusters Score -4712922 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -4713270.000000 Penalty: 5278.332520
	Iteration 28Q: 3 clusters Score -4713270 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -4713562.500000 Penalty: 5278.332520
	Iteration 29Q: 3 clusters Score -4713562 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -4713774.000000 Penalty: 5278.332520
	Iteration 30Q: 3 clusters Score -4713774 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4713894.000000 Penalty: 5278.332520
	Iteration 31Q: 3 clusters Score -4713894 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -4713990.000000 Penalty: 5278.332520
	Iteration 32Q: 3 clusters Score -4713990 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4714078.500000 Penalty: 5278.332520
	Iteration 33Q: 3 clusters Score -4714078 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -4714126.500000 Penalty: 5278.332520
	Iteration 34Q: 3 clusters Score -4714126 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -4714170.500000 Penalty: 5278.332520
	Iteration 35Q: 3 clusters Score -4714170 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -4714208.500000 Penalty: 5278.332520
	Iteration 36Q: 3 clusters Score -4714208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -4714229.500000 Penalty: 5278.332520
	Iteration 37Q: 3 clusters Score -4714230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -4714236.000000 Penalty: 5278.332520
	Iteration 38Q: 3 clusters Score -4714236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -4714249.500000 Penalty: 5278.332520
	Iteration 39Q: 3 clusters Score -4714250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -4714271.500000 Penalty: 5278.332520
	Iteration 40F: 3 clusters Score -4714272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -4714276.000000 Penalty: 5278.332520
	Iteration 41Q: 3 clusters Score -4714276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -4714284.000000 Penalty: 5278.332520
	Iteration 42Q: 3 clusters Score -4714284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4714300.000000 Penalty: 5278.332520
	Iteration 43Q: 3 clusters Score -4714300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -4714316.000000 Penalty: 5278.332520
	Iteration 44Q: 3 clusters Score -4714316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -4714314.500000 Penalty: 5278.332520
	Iteration 45Q: 3 clusters Score -4714314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -4714330.500000 Penalty: 5278.332520
	Iteration 46Q: 3 clusters Score -4714330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -4714329.000000 Penalty: 5278.332520
	Iteration 47Q: 3 clusters Score -4714329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -4714332.500000 Penalty: 5278.332520
	Iteration 48Q: 3 clusters Score -4714332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -4714337.000000 Penalty: 5278.332520
	Iteration 49Q: 3 clusters Score -4714337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -4714341.000000 Penalty: 5278.332520
	Iteration 50Q: 3 clusters Score -4714341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -4714348.500000 Penalty: 5278.332520
	Iteration 51Q: 3 clusters Score -4714348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -4714355.000000 Penalty: 5278.332520
	Iteration 52Q: 3 clusters Score -4714355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -4714355.500000 Penalty: 5278.332520
	Iteration 53Q: 3 clusters Score -4714356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -4714350.000000 Penalty: 5278.332520
	Iteration 54Q: 3 clusters Score -4714350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -4714358.000000 Penalty: 5278.332520
	Iteration 55Q: 3 clusters Score -4714358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -4714363.500000 Penalty: 5278.332520
	Iteration 56Q: 3 clusters Score -4714364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -4714368.000000 Penalty: 5278.332520
	Iteration 57Q: 3 clusters Score -4714368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -4714363.000000 Penalty: 5278.332520
	Iteration 58Q: 3 clusters Score -4714363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -4714368.000000 Penalty: 5278.332520
	Iteration 59Q: 3 clusters Score -4714368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -4714368.000000 Penalty: 5278.332520
	Iteration 60F: 3 clusters Score -4714368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Entering Unmasked Estep 
Score: -1802150.250000 Penalty: 2390.649902
	Iteration 0F: 2 clusters Score -1802150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1791002.875000 Penalty: 4781.299805
	Iteration 0F: 3 clusters Score -1791003 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1794602.500000 Penalty: 4781.299805
	Iteration 1F: 3 clusters Score -1794602 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1795073.875000 Penalty: 4781.299805
	Iteration 2F: 3 clusters Score -1795074 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1795523.750000 Penalty: 4781.299805
	Iteration 3F: 3 clusters Score -1795524 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1796086.000000 Penalty: 4781.299805
	Iteration 4F: 3 clusters Score -1796086 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1796703.750000 Penalty: 4781.299805
	Iteration 5F: 3 clusters Score -1796704 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1797393.125000 Penalty: 4781.299805
	Iteration 6F: 3 clusters Score -1797393 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1798180.375000 Penalty: 4781.299805
	Iteration 7F: 3 clusters Score -1798180 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1798911.000000 Penalty: 4781.299805
	Iteration 8F: 3 clusters Score -1798911 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1799577.500000 Penalty: 4781.299805
	Iteration 9F: 3 clusters Score -1799578 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1800120.750000 Penalty: 4781.299805
	Iteration 10Q: 3 clusters Score -1800121 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1800558.750000 Penalty: 4781.299805
	Iteration 11Q: 3 clusters Score -1800559 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1800864.500000 Penalty: 4781.299805
	Iteration 12Q: 3 clusters Score -1800864 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1801055.500000 Penalty: 4781.299805
	Iteration 13Q: 3 clusters Score -1801056 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1801179.125000 Penalty: 4781.299805
	Iteration 14Q: 3 clusters Score -1801179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1801253.000000 Penalty: 4781.299805
	Iteration 15Q: 3 clusters Score -1801253 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1801302.000000 Penalty: 4781.299805
	Iteration 16Q: 3 clusters Score -1801302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1801341.250000 Penalty: 4781.299805
	Iteration 17Q: 3 clusters Score -1801341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1801360.250000 Penalty: 4781.299805
	Iteration 18Q: 3 clusters Score -1801360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1801371.125000 Penalty: 4781.299805
	Iteration 19Q: 3 clusters Score -1801371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1801380.750000 Penalty: 4781.299805
	Iteration 20F: 3 clusters Score -1801381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1801382.375000 Penalty: 4781.299805
	Iteration 21Q: 3 clusters Score -1801382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1801388.375000 Penalty: 4781.299805
	Iteration 22Q: 3 clusters Score -1801388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1801390.375000 Penalty: 4781.299805
	Iteration 23Q: 3 clusters Score -1801390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1801389.250000 Penalty: 4781.299805
	Iteration 24Q: 3 clusters Score -1801389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1801392.750000 Penalty: 4781.299805
	Iteration 25Q: 3 clusters Score -1801393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1801394.250000 Penalty: 4781.299805
	Iteration 26Q: 3 clusters Score -1801394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1801396.625000 Penalty: 4781.299805
	Iteration 27Q: 3 clusters Score -1801397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1801396.625000 Penalty: 4781.299805
	Iteration 28F: 3 clusters Score -1801397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -39934.859375 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -39934.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38548.140625 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -38548.14 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38695.855469 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -38695.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38756.691406 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -38756.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38790.859375 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -38790.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38799.566406 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -38799.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38806.328125 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -38806.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38814.792969 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -38814.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38820.402344 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -38820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38820.402344 Penalty: 2974.240234
	Iteration 8F: 3 clusters Score -38820.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Entering Unmasked Estep 
Score: -1708540.750000 Penalty: 2396.914062
	Iteration 0F: 2 clusters Score -1708541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1697180.125000 Penalty: 4793.828125
	Iteration 0F: 3 clusters Score -1697180 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1700876.500000 Penalty: 4793.828125
	Iteration 1F: 3 clusters Score -1700876 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1701355.750000 Penalty: 4793.828125
	Iteration 2F: 3 clusters Score -1701356 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1701862.000000 Penalty: 4793.828125
	Iteration 3F: 3 clusters Score -1701862 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1702467.250000 Penalty: 4793.828125
	Iteration 4F: 3 clusters Score -1702467 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1703059.375000 Penalty: 4793.828125
	Iteration 5F: 3 clusters Score -1703059 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1703647.750000 Penalty: 4793.828125
	Iteration 6F: 3 clusters Score -1703648 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1704174.125000 Penalty: 4793.828125
	Iteration 7F: 3 clusters Score -1704174 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1704656.000000 Penalty: 4793.828125
	Iteration 8Q: 3 clusters Score -1704656 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1705042.125000 Penalty: 4793.828125
	Iteration 9Q: 3 clusters Score -1705042 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1705353.625000 Penalty: 4793.828125
	Iteration 10Q: 3 clusters Score -1705354 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1705654.000000 Penalty: 4793.828125
	Iteration 11Q: 3 clusters Score -1705654 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1705905.875000 Penalty: 4793.828125
	Iteration 12Q: 3 clusters Score -1705906 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1706082.625000 Penalty: 4793.828125
	Iteration 13Q: 3 clusters Score -1706083 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1706214.125000 Penalty: 4793.828125
	Iteration 14Q: 3 clusters Score -1706214 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1706313.250000 Penalty: 4793.828125
	Iteration 15Q: 3 clusters Score -1706313 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1706371.500000 Penalty: 4793.828125
	Iteration 16Q: 3 clusters Score -1706372 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1706422.500000 Penalty: 4793.828125
	Iteration 17Q: 3 clusters Score -1706422 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1706457.250000 Penalty: 4793.828125
	Iteration 18Q: 3 clusters Score -1706457 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1706502.875000 Penalty: 4793.828125
	Iteration 19Q: 3 clusters Score -1706503 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1706542.375000 Penalty: 4793.828125
	Iteration 20F: 3 clusters Score -1706542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1706582.375000 Penalty: 4793.828125
	Iteration 21Q: 3 clusters Score -1706582 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1706607.000000 Penalty: 4793.828125
	Iteration 22Q: 3 clusters Score -1706607 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1706638.625000 Penalty: 4793.828125
	Iteration 23Q: 3 clusters Score -1706639 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1706673.125000 Penalty: 4793.828125
	Iteration 24Q: 3 clusters Score -1706673 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1706694.625000 Penalty: 4793.828125
	Iteration 25Q: 3 clusters Score -1706695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1706713.625000 Penalty: 4793.828125
	Iteration 26Q: 3 clusters Score -1706714 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1706740.375000 Penalty: 4793.828125
	Iteration 27Q: 3 clusters Score -1706740 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1706768.875000 Penalty: 4793.828125
	Iteration 28Q: 3 clusters Score -1706769 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1706805.000000 Penalty: 4793.828125
	Iteration 29Q: 3 clusters Score -1706805 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1706841.875000 Penalty: 4793.828125
	Iteration 30Q: 3 clusters Score -1706842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1706885.625000 Penalty: 4793.828125
	Iteration 31Q: 3 clusters Score -1706886 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1706922.000000 Penalty: 4793.828125
	Iteration 32Q: 3 clusters Score -1706922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1706967.250000 Penalty: 4793.828125
	Iteration 33Q: 3 clusters Score -1706967 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1707000.250000 Penalty: 4793.828125
	Iteration 34Q: 3 clusters Score -1707000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1707020.250000 Penalty: 4793.828125
	Iteration 35Q: 3 clusters Score -1707020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1707040.750000 Penalty: 4793.828125
	Iteration 36Q: 3 clusters Score -1707041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1707051.750000 Penalty: 4793.828125
	Iteration 37Q: 3 clusters Score -1707052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1707060.625000 Penalty: 4793.828125
	Iteration 38Q: 3 clusters Score -1707061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1707066.500000 Penalty: 4793.828125
	Iteration 39Q: 3 clusters Score -1707066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1707068.875000 Penalty: 4793.828125
	Iteration 40F: 3 clusters Score -1707069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1707077.875000 Penalty: 4793.828125
	Iteration 41Q: 3 clusters Score -1707078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1707078.375000 Penalty: 4793.828125
	Iteration 42Q: 3 clusters Score -1707078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1707081.875000 Penalty: 4793.828125
	Iteration 43Q: 3 clusters Score -1707082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1707082.250000 Penalty: 4793.828125
	Iteration 44Q: 3 clusters Score -1707082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1707080.625000 Penalty: 4793.828125
	Iteration 45Q: 3 clusters Score -1707081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1707080.875000 Penalty: 4793.828125
	Iteration 46Q: 3 clusters Score -1707081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1707083.875000 Penalty: 4793.828125
	Iteration 47Q: 3 clusters Score -1707084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1707086.125000 Penalty: 4793.828125
	Iteration 48Q: 3 clusters Score -1707086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1707091.250000 Penalty: 4793.828125
	Iteration 49Q: 3 clusters Score -1707091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1707091.875000 Penalty: 4793.828125
	Iteration 50Q: 3 clusters Score -1707092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1707092.500000 Penalty: 4793.828125
	Iteration 51Q: 3 clusters Score -1707092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1707096.125000 Penalty: 4793.828125
	Iteration 52Q: 3 clusters Score -1707096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1707096.375000 Penalty: 4793.828125
	Iteration 53Q: 3 clusters Score -1707096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1707096.375000 Penalty: 4793.828125
	Iteration 54F: 3 clusters Score -1707096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -42274.500000 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -42274.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40828.628906 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -40828.63 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41059.871094 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -41059.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41148.207031 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -41148.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41180.335938 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -41180.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41186.582031 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -41186.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41194.859375 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -41194.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41202.941406 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -41202.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -41211.953125 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -41211.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41222.085938 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -41222.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41231.027344 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -41231.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -41240.433594 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -41240.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -41251.476562 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -41251.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41257.062500 Penalty: 2986.427490
	Iteration 12Q: 3 clusters Score -41257.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41257.062500 Penalty: 2986.427490
	Iteration 13F: 3 clusters Score -41257.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (320716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320716 members 
Entering Unmasked Estep 
Score: -36739592.000000 Penalty: 3144.221191
	Iteration 0F: 2 clusters Score -3.673959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159998 members 
Mstep: Class 2 contains 160718 members 
Entering Unmasked Estep 
Score: -36550992.000000 Penalty: 6288.442383
	Iteration 0F: 3 clusters Score -3.655099e+07 nChanged 155336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 166516 members 
Entering Unmasked Estep 
Score: -36642916.000000 Penalty: 6288.442383
	Iteration 1F: 3 clusters Score -3.664292e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150290 members 
Mstep: Class 2 contains 170426 members 
Entering Unmasked Estep 
Score: -36644572.000000 Penalty: 6288.442383
	Iteration 2Q: 3 clusters Score -3.664457e+07 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143993 members 
Mstep: Class 2 contains 176723 members 
Entering Unmasked Estep 
Score: -36646808.000000 Penalty: 6288.442383
	Iteration 3Q: 3 clusters Score -3.664681e+07 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134307 members 
Mstep: Class 2 contains 186409 members 
Entering Unmasked Estep 
Score: -36650492.000000 Penalty: 6288.442383
	Iteration 4Q: 3 clusters Score -3.665049e+07 nChanged 15504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119937 members 
Mstep: Class 2 contains 200779 members 
Entering Unmasked Estep 
Score: -36657304.000000 Penalty: 6288.442383
	Iteration 5Q: 3 clusters Score -3.66573e+07 nChanged 20978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99577 members 
Mstep: Class 2 contains 221139 members 
Entering Unmasked Estep 
Score: -36670200.000000 Penalty: 6288.442383
	Iteration 6F: 3 clusters Score -3.66702e+07 nChanged 26171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 247054 members 
Entering Unmasked Estep 
Score: -36690356.000000 Penalty: 6288.442383
	Iteration 7F: 3 clusters Score -3.669036e+07 nChanged 27464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 274456 members 
Entering Unmasked Estep 
Score: -36715184.000000 Penalty: 6288.442383
	Iteration 8F: 3 clusters Score -3.671518e+07 nChanged 22484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 296914 members 
Entering Unmasked Estep 
Score: -36733924.000000 Penalty: 6288.442383
	Iteration 9F: 3 clusters Score -3.673392e+07 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 310715 members 
Entering Unmasked Estep 
Score: -36738672.000000 Penalty: 6288.442383
	Iteration 10Q: 3 clusters Score -3.673867e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 317123 members 
Entering Unmasked Estep 
Score: -36738044.000000 Penalty: 6288.442383
	Iteration 11Q: 3 clusters Score -3.673804e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 319221 members 
Entering Unmasked Estep 
Score: -36737600.000000 Penalty: 6288.442383
	Iteration 12Q: 3 clusters Score -3.67376e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 319823 members 
Entering Unmasked Estep 
Score: -36737512.000000 Penalty: 6288.442383
	Iteration 13Q: 3 clusters Score -3.673751e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 320000 members 
Entering Unmasked Estep 
Score: -36737484.000000 Penalty: 6288.442383
	Iteration 14Q: 3 clusters Score -3.673748e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 320088 members 
Entering Unmasked Estep 
Score: -36737512.000000 Penalty: 6288.442383
	Iteration 15Q: 3 clusters Score -3.673751e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 320122 members 
Entering Unmasked Estep 
Score: -36737500.000000 Penalty: 6288.442383
	Iteration 16Q: 3 clusters Score -3.67375e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 320132 members 
Entering Unmasked Estep 
Score: -36737532.000000 Penalty: 6288.442383
	Iteration 17Q: 3 clusters Score -3.673753e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 320146 members 
Entering Unmasked Estep 
Score: -36737544.000000 Penalty: 6288.442383
	Iteration 18Q: 3 clusters Score -3.673754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 320151 members 
Entering Unmasked Estep 
Score: -36737540.000000 Penalty: 6288.442383
	Iteration 19Q: 3 clusters Score -3.673754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 320155 members 
Entering Unmasked Estep 
Score: -36737540.000000 Penalty: 6288.442383
	Iteration 20F: 3 clusters Score -3.673754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 320154 members 
Entering Unmasked Estep 
Score: -36737532.000000 Penalty: 6288.442383
	Iteration 21Q: 3 clusters Score -3.673753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 320152 members 
Entering Unmasked Estep 
Score: -36737540.000000 Penalty: 6288.442383
	Iteration 22Q: 3 clusters Score -3.673754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 320152 members 
Entering Unmasked Estep 
Score: -36737540.000000 Penalty: 6288.442383
	Iteration 23Q: 3 clusters Score -3.673754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 320154 members 
Entering Unmasked Estep 
Score: -36737580.000000 Penalty: 6288.442383
	Iteration 24Q: 3 clusters Score -3.673758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 320157 members 
Entering Unmasked Estep 
Score: -36737536.000000 Penalty: 6288.442383
	Iteration 25Q: 3 clusters Score -3.673754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 320160 members 
Entering Unmasked Estep 
Score: -36737548.000000 Penalty: 6288.442383
	Iteration 26Q: 3 clusters Score -3.673755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 320163 members 
Entering Unmasked Estep 
Score: -36737576.000000 Penalty: 6288.442383
	Iteration 27Q: 3 clusters Score -3.673758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 320166 members 
Entering Unmasked Estep 
Score: -36737540.000000 Penalty: 6288.442383
	Iteration 28Q: 3 clusters Score -3.673754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 320166 members 
Entering Unmasked Estep 
Score: -36737548.000000 Penalty: 6288.442383
	Iteration 29Q: 3 clusters Score -3.673755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 320167 members 
Entering Unmasked Estep 
Score: -36737524.000000 Penalty: 6288.442383
	Iteration 30Q: 3 clusters Score -3.673752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 320166 members 
Entering Unmasked Estep 
Score: -36737540.000000 Penalty: 6288.442383
	Iteration 31Q: 3 clusters Score -3.673754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 320167 members 
Entering Unmasked Estep 
Score: -36737552.000000 Penalty: 6288.442383
	Iteration 32Q: 3 clusters Score -3.673755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 320168 members 
Entering Unmasked Estep 
Score: -36737548.000000 Penalty: 6288.442383
	Iteration 33Q: 3 clusters Score -3.673755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 320169 members 
Entering Unmasked Estep 
Score: -36737528.000000 Penalty: 6288.442383
	Iteration 34Q: 3 clusters Score -3.673753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 320170 members 
Entering Unmasked Estep 
Score: -36737536.000000 Penalty: 6288.442383
	Iteration 35Q: 3 clusters Score -3.673754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 320170 members 
Entering Unmasked Estep 
Score: -36737536.000000 Penalty: 6288.442383
	Iteration 36F: 3 clusters Score -3.673754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158274 members 
Entering Unmasked Estep 
Score: -18304860.000000 Penalty: 2969.076660
	Iteration 0F: 2 clusters Score -1.830486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79372 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -18199178.000000 Penalty: 5938.153320
	Iteration 0F: 3 clusters Score -1.819918e+07 nChanged 75801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 75043 members 
Entering Unmasked Estep 
Score: -18243620.000000 Penalty: 5938.153320
	Iteration 1F: 3 clusters Score -1.824362e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -18245210.000000 Penalty: 5938.153320
	Iteration 2Q: 3 clusters Score -1.824521e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89872 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -18247564.000000 Penalty: 5938.153320
	Iteration 3Q: 3 clusters Score -1.824756e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95654 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -18251330.000000 Penalty: 5938.153320
	Iteration 4Q: 3 clusters Score -1.825133e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -18256498.000000 Penalty: 5938.153320
	Iteration 5F: 3 clusters Score -1.82565e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113258 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -18264130.000000 Penalty: 5938.153320
	Iteration 6F: 3 clusters Score -1.826413e+07 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124122 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -18273966.000000 Penalty: 5938.153320
	Iteration 7F: 3 clusters Score -1.827397e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134277 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -18283012.000000 Penalty: 5938.153320
	Iteration 8F: 3 clusters Score -1.828301e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142245 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -18290446.000000 Penalty: 5938.153320
	Iteration 9F: 3 clusters Score -1.829045e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147621 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -18295096.000000 Penalty: 5938.153320
	Iteration 10Q: 3 clusters Score -1.82951e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -18297800.000000 Penalty: 5938.153320
	Iteration 11Q: 3 clusters Score -1.82978e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153272 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -18299548.000000 Penalty: 5938.153320
	Iteration 12Q: 3 clusters Score -1.829955e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154675 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -18300610.000000 Penalty: 5938.153320
	Iteration 13Q: 3 clusters Score -1.830061e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155562 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -18301194.000000 Penalty: 5938.153320
	Iteration 14Q: 3 clusters Score -1.830119e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156124 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -18301594.000000 Penalty: 5938.153320
	Iteration 15Q: 3 clusters Score -1.830159e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156491 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -18301906.000000 Penalty: 5938.153320
	Iteration 16Q: 3 clusters Score -1.830191e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156742 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -18302174.000000 Penalty: 5938.153320
	Iteration 17Q: 3 clusters Score -1.830217e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156878 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -18302272.000000 Penalty: 5938.153320
	Iteration 18Q: 3 clusters Score -1.830227e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -18302388.000000 Penalty: 5938.153320
	Iteration 19Q: 3 clusters Score -1.830239e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156993 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -18302448.000000 Penalty: 5938.153320
	Iteration 20F: 3 clusters Score -1.830245e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -18302508.000000 Penalty: 5938.153320
	Iteration 21Q: 3 clusters Score -1.830251e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -18302552.000000 Penalty: 5938.153320
	Iteration 22Q: 3 clusters Score -1.830255e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157098 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -18302596.000000 Penalty: 5938.153320
	Iteration 23Q: 3 clusters Score -1.83026e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -18302596.000000 Penalty: 5938.153320
	Iteration 24Q: 3 clusters Score -1.83026e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157111 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -18302632.000000 Penalty: 5938.153320
	Iteration 25Q: 3 clusters Score -1.830263e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157114 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -18302640.000000 Penalty: 5938.153320
	Iteration 26Q: 3 clusters Score -1.830264e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157117 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -18302668.000000 Penalty: 5938.153320
	Iteration 27Q: 3 clusters Score -1.830267e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157123 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -18302672.000000 Penalty: 5938.153320
	Iteration 28Q: 3 clusters Score -1.830267e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157130 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -18302688.000000 Penalty: 5938.153320
	Iteration 29Q: 3 clusters Score -1.830269e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157131 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -18302682.000000 Penalty: 5938.153320
	Iteration 30Q: 3 clusters Score -1.830268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157135 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -18302680.000000 Penalty: 5938.153320
	Iteration 31Q: 3 clusters Score -1.830268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157145 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -18302706.000000 Penalty: 5938.153320
	Iteration 32Q: 3 clusters Score -1.830271e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157149 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -18302702.000000 Penalty: 5938.153320
	Iteration 33Q: 3 clusters Score -1.83027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157158 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -18302718.000000 Penalty: 5938.153320
	Iteration 34Q: 3 clusters Score -1.830272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157166 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -18302720.000000 Penalty: 5938.153320
	Iteration 35Q: 3 clusters Score -1.830272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157174 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -18302746.000000 Penalty: 5938.153320
	Iteration 36Q: 3 clusters Score -1.830275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157181 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -18302748.000000 Penalty: 5938.153320
	Iteration 37Q: 3 clusters Score -1.830275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157181 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -18302742.000000 Penalty: 5938.153320
	Iteration 38Q: 3 clusters Score -1.830274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157175 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -18302750.000000 Penalty: 5938.153320
	Iteration 39Q: 3 clusters Score -1.830275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157172 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -18302754.000000 Penalty: 5938.153320
	Iteration 40F: 3 clusters Score -1.830275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157170 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -18302758.000000 Penalty: 5938.153320
	Iteration 41Q: 3 clusters Score -1.830276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157171 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -18302764.000000 Penalty: 5938.153320
	Iteration 42Q: 3 clusters Score -1.830276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157170 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -18302782.000000 Penalty: 5938.153320
	Iteration 43Q: 3 clusters Score -1.830278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157174 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -18302770.000000 Penalty: 5938.153320
	Iteration 44Q: 3 clusters Score -1.830277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157177 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -18302770.000000 Penalty: 5938.153320
	Iteration 45Q: 3 clusters Score -1.830277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157175 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -18302772.000000 Penalty: 5938.153320
	Iteration 46Q: 3 clusters Score -1.830277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157177 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -18302770.000000 Penalty: 5938.153320
	Iteration 47Q: 3 clusters Score -1.830277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157179 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -18302764.000000 Penalty: 5938.153320
	Iteration 48Q: 3 clusters Score -1.830276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157180 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18302768.000000 Penalty: 5938.153320
	Iteration 49Q: 3 clusters Score -1.830277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157180 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18302768.000000 Penalty: 5938.153320
	Iteration 50Q: 3 clusters Score -1.830277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157182 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -18302762.000000 Penalty: 5938.153320
	Iteration 51Q: 3 clusters Score -1.830276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157183 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -18302770.000000 Penalty: 5938.153320
	Iteration 52Q: 3 clusters Score -1.830277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157184 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -18302776.000000 Penalty: 5938.153320
	Iteration 53Q: 3 clusters Score -1.830278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157184 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -18302776.000000 Penalty: 5938.153320
	Iteration 54F: 3 clusters Score -1.830278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -54693.664062 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -54693.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53150.445312 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -53150.45 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53496.488281 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -53496.49 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -53803.554688 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -53803.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -53978.460938 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -53978.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -54147.519531 Penalty: 3144.818115
	Iteration 4F: 3 clusters Score -54147.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -54366.441406 Penalty: 3144.818115
	Iteration 5F: 3 clusters Score -54366.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54675.539062 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -54675.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55309.746094 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -55309.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55700.726562 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -55700.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55751.042969 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -55751.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55777.847656 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -55777.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55777.847656 Penalty: 3144.818115
	Iteration 11F: 3 clusters Score -55777.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1114 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65185 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41848 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320716 members 
Mstep: Class 20 contains 158274 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 163 members 
Entering Unmasked Estep 
Score: -92688424.000000 Penalty: 81048.273438
Splitting cluster 21 changes total score from -92689128.000000 to -92688424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -97055.929688 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -97055.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -95146.578125 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -95146.58 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95647.164062 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -95647.16 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -96055.039062 Penalty: 3407.031006
	Iteration 2F: 3 clusters Score -96055.04 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -96330.859375 Penalty: 3407.031006
	Iteration 3F: 3 clusters Score -96330.86 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -96649.132812 Penalty: 3407.031006
	Iteration 4F: 3 clusters Score -96649.13 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -97055.023438 Penalty: 3407.031006
	Iteration 5F: 3 clusters Score -97055.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -97242.617188 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -97242.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -97337.898438 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -97337.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -97393.468750 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -97393.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -97409.929688 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -97409.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -97425.226562 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -97425.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -97436.476562 Penalty: 3407.031006
	Iteration 11Q: 3 clusters Score -97436.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -97436.476562 Penalty: 3407.031006
	Iteration 12F: 3 clusters Score -97436.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1114 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 65185 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 41848 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 320716 members 
Mstep: Class 20 contains 158274 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 575 members 
Entering Unmasked Estep 
Score: -92687816.000000 Penalty: 81048.273438
Splitting cluster 22 changes total score from -92689128.000000 to -92687816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -49760.207031 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -49760.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48291.898438 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -48291.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48471.093750 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -48471.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48543.796875 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -48543.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48584.031250 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -48584.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48617.339844 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -48617.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48634.761719 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -48634.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48647.785156 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -48647.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48664.109375 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -48664.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48681.375000 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -48681.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48685.824219 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -48685.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48696.746094 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -48696.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48701.378906 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -48701.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48705.097656 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -48705.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48705.097656 Penalty: 3073.436279
	Iteration 13F: 3 clusters Score -48705.1 nChanged 0
--- Evaluating fit on full set of 2459808 points ---
Entering Unmasked Estep 
Score: -276100960.000000 Penalty: 83937.750000
23->24 Clusters: Score -276100960.000000, best is -277131136.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 819936 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 35700 members 
Mstep: Class 3 contains 35903 members 
Mstep: Class 4 contains 35430 members 
Mstep: Class 5 contains 35883 members 
Mstep: Class 6 contains 35367 members 
Mstep: Class 7 contains 35272 members 
Mstep: Class 8 contains 35692 members 
Mstep: Class 9 contains 35381 members 
Mstep: Class 10 contains 35672 members 
Mstep: Class 11 contains 35590 members 
Mstep: Class 12 contains 35615 members 
Mstep: Class 13 contains 35514 members 
Mstep: Class 14 contains 36122 members 
Mstep: Class 15 contains 35394 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 35200 members 
Mstep: Class 18 contains 35789 members 
Mstep: Class 19 contains 35597 members 
Mstep: Class 20 contains 35990 members 
Mstep: Class 21 contains 35572 members 
Mstep: Class 22 contains 35928 members 
Mstep: Class 23 contains 35739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 170.285309 but Gain 3377.015625
Score: -87547656.000000 Penalty: 74294.250000
Iteration 0F: 23 clusters Score -8.754766e+07 nChanged 781067
Entering Unmasked Mstep 
Mstep: Class 0 contains 4068 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 11129 members 
Mstep: Class 3 contains 9344 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 37097 members 
Mstep: Class 7 contains 6737 members 
Mstep: Class 8 contains 14579 members 
Mstep: Class 9 contains 14090 members 
Mstep: Class 10 contains 45669 members 
Mstep: Class 11 contains 9307 members 
Mstep: Class 12 contains 20637 members 
Mstep: Class 13 contains 19864 members 
Mstep: Class 14 contains 31894 members 
Mstep: Class 15 contains 92651 members 
Mstep: Class 16 contains 43836 members 
Mstep: Class 17 contains 6649 members 
Mstep: Class 18 contains 38096 members 
Mstep: Class 19 contains 110156 members 
Mstep: Class 20 contains 220116 members 
Mstep: Class 21 contains 53295 members 
Mstep: Class 22 contains 5370 members 
Mstep: Class 23 contains 14247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1838.926025 but Gain 3377.007812
Score: -91253632.000000 Penalty: 70917.242188
Iteration 1F: 22 clusters Score -9.125363e+07 nChanged 264767
Entering Unmasked Mstep 
Mstep: Class 0 contains 3395 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5507 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 28386 members 
Mstep: Class 7 contains 3487 members 
Mstep: Class 8 contains 10782 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 10 contains 39064 members 
Mstep: Class 11 contains 4007 members 
Mstep: Class 12 contains 8691 members 
Mstep: Class 13 contains 18052 members 
Mstep: Class 14 contains 31185 members 
Mstep: Class 15 contains 99254 members 
Mstep: Class 16 contains 35884 members 
Mstep: Class 17 contains 10806 members 
Mstep: Class 18 contains 29612 members 
Mstep: Class 19 contains 144937 members 
Mstep: Class 20 contains 263655 members 
Mstep: Class 21 contains 45292 members 
Mstep: Class 23 contains 17968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1751.685181 but Gain 3377.015625
Score: -91719360.000000 Penalty: 67540.226562
Iteration 2F: 21 clusters Score -9.171936e+07 nChanged 177991
Entering Unmasked Mstep 
Mstep: Class 0 contains 3287 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 2223 members 
Mstep: Class 4 contains 3030 members 
Mstep: Class 5 contains 22736 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 12784 members 
Mstep: Class 9 contains 3625 members 
Mstep: Class 10 contains 29710 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 17888 members 
Mstep: Class 14 contains 27220 members 
Mstep: Class 15 contains 97107 members 
Mstep: Class 16 contains 39531 members 
Mstep: Class 17 contains 10901 members 
Mstep: Class 18 contains 21090 members 
Mstep: Class 19 contains 147236 members 
Mstep: Class 20 contains 308119 members 
Mstep: Class 21 contains 37936 members 
Mstep: Class 23 contains 22576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1875.161255 but Gain 3377.007812
Score: -91926640.000000 Penalty: 64163.218750
Iteration 3F: 20 clusters Score -9.192664e+07 nChanged 137447
Entering Unmasked Mstep 
Mstep: Class 0 contains 3158 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1873 members 
Mstep: Class 3 contains 1409 members 
Mstep: Class 5 contains 20594 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 15631 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 22553 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 21121 members 
Mstep: Class 14 contains 23510 members 
Mstep: Class 15 contains 95282 members 
Mstep: Class 16 contains 45160 members 
Mstep: Class 17 contains 10120 members 
Mstep: Class 18 contains 15600 members 
Mstep: Class 19 contains 140148 members 
Mstep: Class 20 contains 336231 members 
Mstep: Class 21 contains 32235 members 
Mstep: Class 23 contains 24919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2162.230713 but Gain 3377.011719
Score: -92037128.000000 Penalty: 60786.207031
Iteration 4F: 19 clusters Score -9.203713e+07 nChanged 117053
Entering Unmasked Mstep 
Mstep: Class 0 contains 2858 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 5 contains 21472 members 
Mstep: Class 7 contains 1940 members 
Mstep: Class 8 contains 17553 members 
Mstep: Class 9 contains 1943 members 
Mstep: Class 10 contains 17659 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 13 contains 25848 members 
Mstep: Class 14 contains 22056 members 
Mstep: Class 15 contains 96514 members 
Mstep: Class 16 contains 48140 members 
Mstep: Class 17 contains 10253 members 
Mstep: Class 18 contains 12124 members 
Mstep: Class 19 contains 138936 members 
Mstep: Class 20 contains 341154 members 
Mstep: Class 21 contains 28637 members 
Mstep: Class 23 contains 26161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2655.412598 but Gain 3377.011719
Score: -92180896.000000 Penalty: 57409.195312
Iteration 5F: 18 clusters Score -9.21809e+07 nChanged 93950
Entering Unmasked Mstep 
Mstep: Class 0 contains 2272 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 5 contains 23702 members 
Mstep: Class 8 contains 18753 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 14160 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 29972 members 
Mstep: Class 14 contains 22433 members 
Mstep: Class 15 contains 101425 members 
Mstep: Class 16 contains 49254 members 
Mstep: Class 17 contains 11864 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 141650 members 
Mstep: Class 20 contains 332828 members 
Mstep: Class 21 contains 26459 members 
Mstep: Class 23 contains 27024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92271352.000000 Penalty: 57409.195312
Iteration 6F: 18 clusters Score -9.227135e+07 nChanged 74022
Entering Unmasked Mstep 
Mstep: Class 0 contains 2095 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 5 contains 25428 members 
Mstep: Class 8 contains 19261 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 11173 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 32775 members 
Mstep: Class 14 contains 23985 members 
Mstep: Class 15 contains 107776 members 
Mstep: Class 16 contains 48489 members 
Mstep: Class 17 contains 12307 members 
Mstep: Class 18 contains 7565 members 
Mstep: Class 19 contains 143562 members 
Mstep: Class 20 contains 325534 members 
Mstep: Class 21 contains 24502 members 
Mstep: Class 23 contains 27137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92379400.000000 Penalty: 57409.195312
Iteration 7F: 18 clusters Score -9.23794e+07 nChanged 60667
Entering Unmasked Mstep 
Mstep: Class 0 contains 1324 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 3 contains 992 members 
Mstep: Class 5 contains 26836 members 
Mstep: Class 8 contains 19416 members 
Mstep: Class 9 contains 884 members 
Mstep: Class 10 contains 8659 members 
Mstep: Class 12 contains 2016 members 
Mstep: Class 13 contains 34690 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 114812 members 
Mstep: Class 16 contains 46946 members 
Mstep: Class 17 contains 12550 members 
Mstep: Class 18 contains 5971 members 
Mstep: Class 19 contains 144796 members 
Mstep: Class 20 contains 319531 members 
Mstep: Class 21 contains 22668 members 
Mstep: Class 23 contains 26786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92446224.000000 Penalty: 57409.195312
Iteration 8F: 18 clusters Score -9.244622e+07 nChanged 47470
Entering Unmasked Mstep 
Mstep: Class 0 contains 1178 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 3 contains 991 members 
Mstep: Class 5 contains 27957 members 
Mstep: Class 8 contains 19400 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 6658 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 36078 members 
Mstep: Class 14 contains 28067 members 
Mstep: Class 15 contains 121962 members 
Mstep: Class 16 contains 45315 members 
Mstep: Class 17 contains 12675 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 145787 members 
Mstep: Class 20 contains 314164 members 
Mstep: Class 21 contains 21077 members 
Mstep: Class 23 contains 26049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92479640.000000 Penalty: 57409.195312
Iteration 9F: 18 clusters Score -9.247964e+07 nChanged 37648
Entering Unmasked Mstep 
Mstep: Class 0 contains 1169 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 5 contains 28633 members 
Mstep: Class 8 contains 19279 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 5130 members 
Mstep: Class 12 contains 2369 members 
Mstep: Class 13 contains 37083 members 
Mstep: Class 14 contains 29481 members 
Mstep: Class 15 contains 128836 members 
Mstep: Class 16 contains 43958 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 146713 members 
Mstep: Class 20 contains 309411 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 23 contains 25117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92504680.000000 Penalty: 57409.195312
Iteration 10Q: 18 clusters Score -9.250468e+07 nChanged 31070
Entering Unmasked Mstep 
Mstep: Class 0 contains 1169 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 5 contains 28775 members 
Mstep: Class 8 contains 19153 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 3923 members 
Mstep: Class 12 contains 2467 members 
Mstep: Class 13 contains 37876 members 
Mstep: Class 14 contains 30352 members 
Mstep: Class 15 contains 135087 members 
Mstep: Class 16 contains 42801 members 
Mstep: Class 17 contains 12788 members 
Mstep: Class 18 contains 3103 members 
Mstep: Class 19 contains 147594 members 
Mstep: Class 20 contains 305547 members 
Mstep: Class 21 contains 18777 members 
Mstep: Class 23 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2943.360107 but Gain 3377.011719
Score: -92525512.000000 Penalty: 54032.183594
Iteration 11Q: 17 clusters Score -9.252551e+07 nChanged 29311
Entering Unmasked Mstep 
Mstep: Class 0 contains 1169 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 5 contains 28295 members 
Mstep: Class 8 contains 19011 members 
Mstep: Class 9 contains 626 members 
Mstep: Class 10 contains 3155 members 
Mstep: Class 12 contains 2533 members 
Mstep: Class 13 contains 38751 members 
Mstep: Class 14 contains 30941 members 
Mstep: Class 15 contains 141186 members 
Mstep: Class 16 contains 42031 members 
Mstep: Class 17 contains 12807 members 
Mstep: Class 19 contains 148829 members 
Mstep: Class 20 contains 303354 members 
Mstep: Class 21 contains 17985 members 
Mstep: Class 23 contains 23470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2867.173828 but Gain 3377.011719
Score: -92544856.000000 Penalty: 50655.171875
Iteration 12Q: 16 clusters Score -9.254486e+07 nChanged 26109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1169 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 5 contains 27241 members 
Mstep: Class 8 contains 18904 members 
Mstep: Class 9 contains 617 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 40056 members 
Mstep: Class 14 contains 31309 members 
Mstep: Class 15 contains 146938 members 
Mstep: Class 16 contains 41452 members 
Mstep: Class 17 contains 12811 members 
Mstep: Class 19 contains 149829 members 
Mstep: Class 20 contains 301208 members 
Mstep: Class 21 contains 17368 members 
Mstep: Class 23 contains 22640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92562120.000000 Penalty: 50655.171875
Iteration 13Q: 16 clusters Score -9.256212e+07 nChanged 20741
Entering Unmasked Mstep 
Mstep: Class 0 contains 1169 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 5 contains 25743 members 
Mstep: Class 8 contains 18832 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 42030 members 
Mstep: Class 14 contains 31464 members 
Mstep: Class 15 contains 151300 members 
Mstep: Class 16 contains 41001 members 
Mstep: Class 17 contains 12806 members 
Mstep: Class 19 contains 150641 members 
Mstep: Class 20 contains 297841 members 
Mstep: Class 21 contains 16659 members 
Mstep: Class 23 contains 21449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92571592.000000 Penalty: 50655.171875
Iteration 14Q: 16 clusters Score -9.257159e+07 nChanged 18335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1169 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 5 contains 24118 members 
Mstep: Class 8 contains 18750 members 
Mstep: Class 9 contains 611 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 44258 members 
Mstep: Class 14 contains 31443 members 
Mstep: Class 15 contains 154914 members 
Mstep: Class 16 contains 40689 members 
Mstep: Class 17 contains 12779 members 
Mstep: Class 19 contains 150989 members 
Mstep: Class 20 contains 295526 members 
Mstep: Class 21 contains 15954 members 
Mstep: Class 23 contains 20349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92578208.000000 Penalty: 50655.171875
Iteration 15Q: 16 clusters Score -9.257821e+07 nChanged 16261
Entering Unmasked Mstep 
Mstep: Class 0 contains 1169 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 5 contains 22612 members 
Mstep: Class 8 contains 18697 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 46512 members 
Mstep: Class 14 contains 31402 members 
Mstep: Class 15 contains 157896 members 
Mstep: Class 16 contains 40562 members 
Mstep: Class 17 contains 12728 members 
Mstep: Class 19 contains 150891 members 
Mstep: Class 20 contains 293915 members 
Mstep: Class 21 contains 15235 members 
Mstep: Class 23 contains 19322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92584256.000000 Penalty: 50655.171875
Iteration 16Q: 16 clusters Score -9.258426e+07 nChanged 14491
Entering Unmasked Mstep 
Mstep: Class 0 contains 1169 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 5 contains 21227 members 
Mstep: Class 8 contains 18648 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 48611 members 
Mstep: Class 14 contains 31312 members 
Mstep: Class 15 contains 160510 members 
Mstep: Class 16 contains 40498 members 
Mstep: Class 17 contains 12707 members 
Mstep: Class 19 contains 150500 members 
Mstep: Class 20 contains 292755 members 
Mstep: Class 21 contains 14565 members 
Mstep: Class 23 contains 18436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92589168.000000 Penalty: 50655.171875
Iteration 17Q: 16 clusters Score -9.258917e+07 nChanged 13119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1169 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 3 contains 1154 members 
Mstep: Class 5 contains 19989 members 
Mstep: Class 8 contains 18577 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 50505 members 
Mstep: Class 14 contains 31188 members 
Mstep: Class 15 contains 162503 members 
Mstep: Class 16 contains 40466 members 
Mstep: Class 17 contains 12707 members 
Mstep: Class 19 contains 149913 members 
Mstep: Class 20 contains 292330 members 
Mstep: Class 21 contains 13952 members 
Mstep: Class 23 contains 17642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92593600.000000 Penalty: 50655.171875
Iteration 18Q: 16 clusters Score -9.25936e+07 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 1169 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 3 contains 1159 members 
Mstep: Class 5 contains 18880 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 52161 members 
Mstep: Class 14 contains 31098 members 
Mstep: Class 15 contains 164194 members 
Mstep: Class 16 contains 40464 members 
Mstep: Class 17 contains 12727 members 
Mstep: Class 19 contains 149105 members 
Mstep: Class 20 contains 292245 members 
Mstep: Class 21 contains 13467 members 
Mstep: Class 23 contains 16911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92596616.000000 Penalty: 50655.171875
Iteration 19Q: 16 clusters Score -9.259662e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1169 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 3 contains 1168 members 
Mstep: Class 5 contains 17880 members 
Mstep: Class 8 contains 18458 members 
Mstep: Class 9 contains 594 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 53691 members 
Mstep: Class 14 contains 30995 members 
Mstep: Class 15 contains 165563 members 
Mstep: Class 16 contains 40486 members 
Mstep: Class 17 contains 12725 members 
Mstep: Class 19 contains 148377 members 
Mstep: Class 20 contains 292246 members 
Mstep: Class 21 contains 13098 members 
Mstep: Class 23 contains 16243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92600192.000000 Penalty: 50655.171875
Iteration 20F: 16 clusters Score -9.260019e+07 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 1168 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 5 contains 17021 members 
Mstep: Class 8 contains 18416 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 55135 members 
Mstep: Class 14 contains 30879 members 
Mstep: Class 15 contains 166607 members 
Mstep: Class 16 contains 40458 members 
Mstep: Class 17 contains 12715 members 
Mstep: Class 19 contains 147433 members 
Mstep: Class 20 contains 292555 members 
Mstep: Class 21 contains 12922 members 
Mstep: Class 23 contains 15612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92602952.000000 Penalty: 50655.171875
Iteration 21Q: 16 clusters Score -9.260295e+07 nChanged 10061
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 5 contains 16265 members 
Mstep: Class 8 contains 18387 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 56403 members 
Mstep: Class 14 contains 30780 members 
Mstep: Class 15 contains 167376 members 
Mstep: Class 16 contains 40454 members 
Mstep: Class 17 contains 12709 members 
Mstep: Class 19 contains 146548 members 
Mstep: Class 20 contains 292851 members 
Mstep: Class 21 contains 12919 members 
Mstep: Class 23 contains 15063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92604992.000000 Penalty: 50655.171875
Iteration 22Q: 16 clusters Score -9.260499e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 5 contains 15612 members 
Mstep: Class 8 contains 18345 members 
Mstep: Class 9 contains 594 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 57511 members 
Mstep: Class 14 contains 30676 members 
Mstep: Class 15 contains 168091 members 
Mstep: Class 16 contains 40438 members 
Mstep: Class 17 contains 12713 members 
Mstep: Class 19 contains 145511 members 
Mstep: Class 20 contains 293298 members 
Mstep: Class 21 contains 13009 members 
Mstep: Class 23 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92607224.000000 Penalty: 50655.171875
Iteration 23Q: 16 clusters Score -9.260722e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 5 contains 15051 members 
Mstep: Class 8 contains 18323 members 
Mstep: Class 9 contains 586 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 58483 members 
Mstep: Class 14 contains 30578 members 
Mstep: Class 15 contains 168659 members 
Mstep: Class 16 contains 40447 members 
Mstep: Class 17 contains 12724 members 
Mstep: Class 19 contains 144341 members 
Mstep: Class 20 contains 293897 members 
Mstep: Class 21 contains 13156 members 
Mstep: Class 23 contains 14109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92608784.000000 Penalty: 50655.171875
Iteration 24Q: 16 clusters Score -9.260878e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 5 contains 14545 members 
Mstep: Class 8 contains 18309 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 59349 members 
Mstep: Class 14 contains 30450 members 
Mstep: Class 15 contains 169225 members 
Mstep: Class 16 contains 40473 members 
Mstep: Class 17 contains 12715 members 
Mstep: Class 19 contains 143057 members 
Mstep: Class 20 contains 294571 members 
Mstep: Class 21 contains 13356 members 
Mstep: Class 23 contains 13716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92610920.000000 Penalty: 50655.171875
Iteration 25Q: 16 clusters Score -9.261092e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 5 contains 14119 members 
Mstep: Class 8 contains 18284 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 60099 members 
Mstep: Class 14 contains 30340 members 
Mstep: Class 15 contains 169791 members 
Mstep: Class 16 contains 40475 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 19 contains 141759 members 
Mstep: Class 20 contains 295307 members 
Mstep: Class 21 contains 13512 members 
Mstep: Class 23 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92612496.000000 Penalty: 50655.171875
Iteration 26Q: 16 clusters Score -9.26125e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 5 contains 13723 members 
Mstep: Class 8 contains 18280 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 60750 members 
Mstep: Class 14 contains 30261 members 
Mstep: Class 15 contains 170326 members 
Mstep: Class 16 contains 40489 members 
Mstep: Class 17 contains 12793 members 
Mstep: Class 19 contains 140283 members 
Mstep: Class 20 contains 296302 members 
Mstep: Class 21 contains 13612 members 
Mstep: Class 23 contains 12950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92613720.000000 Penalty: 50655.171875
Iteration 27Q: 16 clusters Score -9.261372e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 8 contains 18276 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 61329 members 
Mstep: Class 14 contains 30184 members 
Mstep: Class 15 contains 170951 members 
Mstep: Class 16 contains 40506 members 
Mstep: Class 17 contains 12821 members 
Mstep: Class 19 contains 138603 members 
Mstep: Class 20 contains 297450 members 
Mstep: Class 21 contains 13736 members 
Mstep: Class 23 contains 12568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92614760.000000 Penalty: 50655.171875
Iteration 28Q: 16 clusters Score -9.261476e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 3 contains 1172 members 
Mstep: Class 5 contains 12982 members 
Mstep: Class 8 contains 18268 members 
Mstep: Class 9 contains 572 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 61870 members 
Mstep: Class 14 contains 30110 members 
Mstep: Class 15 contains 171721 members 
Mstep: Class 16 contains 40533 members 
Mstep: Class 17 contains 12826 members 
Mstep: Class 19 contains 136875 members 
Mstep: Class 20 contains 298545 members 
Mstep: Class 21 contains 13836 members 
Mstep: Class 23 contains 12226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92615816.000000 Penalty: 50655.171875
Iteration 29Q: 16 clusters Score -9.261582e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 3 contains 1162 members 
Mstep: Class 5 contains 12628 members 
Mstep: Class 8 contains 18283 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 62394 members 
Mstep: Class 14 contains 30008 members 
Mstep: Class 15 contains 172558 members 
Mstep: Class 16 contains 40529 members 
Mstep: Class 17 contains 12841 members 
Mstep: Class 19 contains 135019 members 
Mstep: Class 20 contains 299699 members 
Mstep: Class 21 contains 13904 members 
Mstep: Class 23 contains 11937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92616896.000000 Penalty: 50655.171875
Iteration 30Q: 16 clusters Score -9.26169e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 5 contains 12334 members 
Mstep: Class 8 contains 18295 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 62887 members 
Mstep: Class 14 contains 29927 members 
Mstep: Class 15 contains 173512 members 
Mstep: Class 16 contains 40525 members 
Mstep: Class 17 contains 12832 members 
Mstep: Class 19 contains 133065 members 
Mstep: Class 20 contains 300814 members 
Mstep: Class 21 contains 13978 members 
Mstep: Class 23 contains 11647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92618072.000000 Penalty: 50655.171875
Iteration 31Q: 16 clusters Score -9.261807e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 5 contains 12013 members 
Mstep: Class 8 contains 18302 members 
Mstep: Class 9 contains 572 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 63320 members 
Mstep: Class 14 contains 29873 members 
Mstep: Class 15 contains 174454 members 
Mstep: Class 16 contains 40506 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 19 contains 131009 members 
Mstep: Class 20 contains 302032 members 
Mstep: Class 21 contains 14053 members 
Mstep: Class 23 contains 11422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92619424.000000 Penalty: 50655.171875
Iteration 32Q: 16 clusters Score -9.261942e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 5 contains 11698 members 
Mstep: Class 8 contains 18323 members 
Mstep: Class 9 contains 570 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 63745 members 
Mstep: Class 14 contains 29799 members 
Mstep: Class 15 contains 175372 members 
Mstep: Class 16 contains 40484 members 
Mstep: Class 17 contains 12880 members 
Mstep: Class 19 contains 128961 members 
Mstep: Class 20 contains 303245 members 
Mstep: Class 21 contains 14135 members 
Mstep: Class 23 contains 11213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92620288.000000 Penalty: 50655.171875
Iteration 33Q: 16 clusters Score -9.262029e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 8 contains 18344 members 
Mstep: Class 9 contains 570 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 64109 members 
Mstep: Class 14 contains 29705 members 
Mstep: Class 15 contains 176304 members 
Mstep: Class 16 contains 40496 members 
Mstep: Class 17 contains 12877 members 
Mstep: Class 19 contains 126943 members 
Mstep: Class 20 contains 304443 members 
Mstep: Class 21 contains 14199 members 
Mstep: Class 23 contains 11033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92621616.000000 Penalty: 50655.171875
Iteration 34Q: 16 clusters Score -9.262162e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 5 contains 11113 members 
Mstep: Class 8 contains 18362 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 64427 members 
Mstep: Class 14 contains 29628 members 
Mstep: Class 15 contains 177225 members 
Mstep: Class 16 contains 40507 members 
Mstep: Class 17 contains 12877 members 
Mstep: Class 19 contains 124955 members 
Mstep: Class 20 contains 305668 members 
Mstep: Class 21 contains 14251 members 
Mstep: Class 23 contains 10867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92621920.000000 Penalty: 50655.171875
Iteration 35Q: 16 clusters Score -9.262192e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 5 contains 10813 members 
Mstep: Class 8 contains 18369 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 64685 members 
Mstep: Class 14 contains 29579 members 
Mstep: Class 15 contains 178192 members 
Mstep: Class 16 contains 40517 members 
Mstep: Class 17 contains 12867 members 
Mstep: Class 19 contains 122977 members 
Mstep: Class 20 contains 306909 members 
Mstep: Class 21 contains 14273 members 
Mstep: Class 23 contains 10716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92622392.000000 Penalty: 50655.171875
Iteration 36Q: 16 clusters Score -9.262239e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 8 contains 18377 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 64910 members 
Mstep: Class 14 contains 29566 members 
Mstep: Class 15 contains 179163 members 
Mstep: Class 16 contains 40554 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 19 contains 120929 members 
Mstep: Class 20 contains 308158 members 
Mstep: Class 21 contains 14325 members 
Mstep: Class 23 contains 10539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92621888.000000 Penalty: 50655.171875
Iteration 37Q: 16 clusters Score -9.262189e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 5 contains 10277 members 
Mstep: Class 8 contains 18405 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 65132 members 
Mstep: Class 14 contains 29556 members 
Mstep: Class 15 contains 180090 members 
Mstep: Class 16 contains 40590 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 19 contains 118986 members 
Mstep: Class 20 contains 309296 members 
Mstep: Class 21 contains 14377 members 
Mstep: Class 23 contains 10361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92621808.000000 Penalty: 50655.171875
Iteration 38Q: 16 clusters Score -9.262181e+07 nChanged 6964
Entering ConstructFrom: 
Score: -92621808.000000 Penalty: 50655.171875
Entering ConstructFrom: 
Trying to split cluster 1 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -520963.218750 Penalty: 2094.373047
	Iteration 0F: 2 clusters Score -520963.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -516731.812500 Penalty: 4188.746094
	Iteration 0F: 3 clusters Score -516731.8 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -518003.093750 Penalty: 4188.746094
	Iteration 1F: 3 clusters Score -518003.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -518291.968750 Penalty: 4188.746094
	Iteration 2F: 3 clusters Score -518292 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -518521.093750 Penalty: 4188.746094
	Iteration 3F: 3 clusters Score -518521.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -518738.437500 Penalty: 4188.746094
	Iteration 4F: 3 clusters Score -518738.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -518967.500000 Penalty: 4188.746094
	Iteration 5Q: 3 clusters Score -518967.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -519242.875000 Penalty: 4188.746094
	Iteration 6Q: 3 clusters Score -519242.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -519760.937500 Penalty: 4188.746094
	Iteration 7F: 3 clusters Score -519760.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -521201.843750 Penalty: 4188.746094
	Iteration 8F: 3 clusters Score -521201.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -523121.250000 Penalty: 4188.746094
	Iteration 9F: 3 clusters Score -523121.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -524545.500000 Penalty: 4188.746094
	Iteration 10F: 3 clusters Score -524545.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -525720.125000 Penalty: 4188.746094
	Iteration 11F: 3 clusters Score -525720.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -526394.187500 Penalty: 4188.746094
	Iteration 12Q: 3 clusters Score -526394.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -526672.562500 Penalty: 4188.746094
	Iteration 13Q: 3 clusters Score -526672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -526726.312500 Penalty: 4188.746094
	Iteration 14Q: 3 clusters Score -526726.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -526733.375000 Penalty: 4188.746094
	Iteration 15Q: 3 clusters Score -526733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -526734.062500 Penalty: 4188.746094
	Iteration 16Q: 3 clusters Score -526734.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -526734.062500 Penalty: 4188.746094
	Iteration 17F: 3 clusters Score -526734.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 1056 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 8 contains 18443 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 65327 members 
Mstep: Class 14 contains 29571 members 
Mstep: Class 15 contains 180991 members 
Mstep: Class 16 contains 40610 members 
Mstep: Class 17 contains 12826 members 
Mstep: Class 19 contains 117132 members 
Mstep: Class 20 contains 310399 members 
Mstep: Class 21 contains 14430 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
Score: -92625320.000000 Penalty: 54032.183594
Splitting cluster 1 changes total score from -92621808.000000 to -92625320.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -112065.718750 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -112065.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -110114.843750 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -110114.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -110466.296875 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -110466.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -110587.687500 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -110587.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -110680.093750 Penalty: 3453.272705
	Iteration 3Q: 3 clusters Score -110680.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110730.093750 Penalty: 3453.272705
	Iteration 4Q: 3 clusters Score -110730.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -110753.804688 Penalty: 3453.272705
	Iteration 5Q: 3 clusters Score -110753.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110760.664062 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -110760.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -110769.125000 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -110769.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -110782.070312 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -110782.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -110800.320312 Penalty: 3453.272705
	Iteration 9Q: 3 clusters Score -110800.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -110816.867188 Penalty: 3453.272705
	Iteration 10Q: 3 clusters Score -110816.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110837.406250 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -110837.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -110860.351562 Penalty: 3453.272705
	Iteration 12Q: 3 clusters Score -110860.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110894.765625 Penalty: 3453.272705
	Iteration 13Q: 3 clusters Score -110894.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -110949.046875 Penalty: 3453.272705
	Iteration 14Q: 3 clusters Score -110949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111006.828125 Penalty: 3453.272705
	Iteration 15Q: 3 clusters Score -111006.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -111076.992188 Penalty: 3453.272705
	Iteration 16Q: 3 clusters Score -111077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -111164.093750 Penalty: 3453.272705
	Iteration 17Q: 3 clusters Score -111164.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111260.289062 Penalty: 3453.272705
	Iteration 18Q: 3 clusters Score -111260.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111338.171875 Penalty: 3453.272705
	Iteration 19Q: 3 clusters Score -111338.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -111397.929688 Penalty: 3453.272705
	Iteration 20F: 3 clusters Score -111397.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111466.539062 Penalty: 3453.272705
	Iteration 21Q: 3 clusters Score -111466.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111537.851562 Penalty: 3453.272705
	Iteration 22Q: 3 clusters Score -111537.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -111609.593750 Penalty: 3453.272705
	Iteration 23Q: 3 clusters Score -111609.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -111700.023438 Penalty: 3453.272705
	Iteration 24Q: 3 clusters Score -111700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -111823.242188 Penalty: 3453.272705
	Iteration 25Q: 3 clusters Score -111823.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -111997.062500 Penalty: 3453.272705
	Iteration 26Q: 3 clusters Score -111997.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -112184.203125 Penalty: 3453.272705
	Iteration 27Q: 3 clusters Score -112184.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -112296.835938 Penalty: 3453.272705
	Iteration 28Q: 3 clusters Score -112296.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -112372.765625 Penalty: 3453.272705
	Iteration 29Q: 3 clusters Score -112372.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -112403.835938 Penalty: 3453.272705
	Iteration 30Q: 3 clusters Score -112403.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -112413.210938 Penalty: 3453.272705
	Iteration 31Q: 3 clusters Score -112413.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -112427.648438 Penalty: 3453.272705
	Iteration 32F: 3 clusters Score -112427.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -112441.015625 Penalty: 3453.272705
	Iteration 33Q: 3 clusters Score -112441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112451.781250 Penalty: 3453.272705
	Iteration 34Q: 3 clusters Score -112451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -112454.265625 Penalty: 3453.272705
	Iteration 35Q: 3 clusters Score -112454.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -112459.085938 Penalty: 3453.272705
	Iteration 36Q: 3 clusters Score -112459.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -112459.085938 Penalty: 3453.272705
	Iteration 37F: 3 clusters Score -112459.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 8 contains 18443 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 65327 members 
Mstep: Class 14 contains 29571 members 
Mstep: Class 15 contains 180991 members 
Mstep: Class 16 contains 40610 members 
Mstep: Class 17 contains 12826 members 
Mstep: Class 19 contains 117132 members 
Mstep: Class 20 contains 310399 members 
Mstep: Class 21 contains 14430 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
Score: -92624040.000000 Penalty: 57409.195312
Splitting cluster 3 changes total score from -92621808.000000 to -92624040.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (10006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Entering Unmasked Estep 
Score: -1139129.375000 Penalty: 2284.313232
	Iteration 0F: 2 clusters Score -1139129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1131501.125000 Penalty: 4568.626465
	Iteration 0F: 3 clusters Score -1131501 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1133736.500000 Penalty: 4568.626465
	Iteration 1F: 3 clusters Score -1133736 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1134062.000000 Penalty: 4568.626465
	Iteration 2F: 3 clusters Score -1134062 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1134314.750000 Penalty: 4568.626465
	Iteration 3F: 3 clusters Score -1134315 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1134535.000000 Penalty: 4568.626465
	Iteration 4Q: 3 clusters Score -1134535 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1134750.000000 Penalty: 4568.626465
	Iteration 5Q: 3 clusters Score -1134750 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1134929.750000 Penalty: 4568.626465
	Iteration 6Q: 3 clusters Score -1134930 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1135114.750000 Penalty: 4568.626465
	Iteration 7Q: 3 clusters Score -1135115 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1135326.625000 Penalty: 4568.626465
	Iteration 8Q: 3 clusters Score -1135327 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1135557.750000 Penalty: 4568.626465
	Iteration 9Q: 3 clusters Score -1135558 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1135778.500000 Penalty: 4568.626465
	Iteration 10Q: 3 clusters Score -1135778 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1135999.500000 Penalty: 4568.626465
	Iteration 11Q: 3 clusters Score -1136000 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1136221.250000 Penalty: 4568.626465
	Iteration 12Q: 3 clusters Score -1136221 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1136450.500000 Penalty: 4568.626465
	Iteration 13Q: 3 clusters Score -1136450 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1136641.000000 Penalty: 4568.626465
	Iteration 14Q: 3 clusters Score -1136641 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1136822.375000 Penalty: 4568.626465
	Iteration 15Q: 3 clusters Score -1136822 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1136931.750000 Penalty: 4568.626465
	Iteration 16Q: 3 clusters Score -1136932 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1137015.250000 Penalty: 4568.626465
	Iteration 17Q: 3 clusters Score -1137015 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1137064.750000 Penalty: 4568.626465
	Iteration 18Q: 3 clusters Score -1137065 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1137088.500000 Penalty: 4568.626465
	Iteration 19Q: 3 clusters Score -1137088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1137102.875000 Penalty: 4568.626465
	Iteration 20F: 3 clusters Score -1137103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1137109.000000 Penalty: 4568.626465
	Iteration 21Q: 3 clusters Score -1137109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1137110.875000 Penalty: 4568.626465
	Iteration 22Q: 3 clusters Score -1137111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1137116.625000 Penalty: 4568.626465
	Iteration 23Q: 3 clusters Score -1137117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1137120.500000 Penalty: 4568.626465
	Iteration 24Q: 3 clusters Score -1137120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1137128.375000 Penalty: 4568.626465
	Iteration 25Q: 3 clusters Score -1137128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1137128.125000 Penalty: 4568.626465
	Iteration 26Q: 3 clusters Score -1137128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1137127.875000 Penalty: 4568.626465
	Iteration 27Q: 3 clusters Score -1137128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1137128.125000 Penalty: 4568.626465
	Iteration 28Q: 3 clusters Score -1137128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1137128.125000 Penalty: 4568.626465
	Iteration 29F: 3 clusters Score -1137128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Entering Unmasked Estep 
Score: -2151183.000000 Penalty: 2435.965088
	Iteration 0F: 2 clusters Score -2151183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2138032.500000 Penalty: 4871.930176
	Iteration 0F: 3 clusters Score -2138032 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2142327.000000 Penalty: 4871.930176
	Iteration 1F: 3 clusters Score -2142327 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2142979.500000 Penalty: 4871.930176
	Iteration 2F: 3 clusters Score -2142980 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2144226.500000 Penalty: 4871.930176
	Iteration 3F: 3 clusters Score -2144226 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2145954.250000 Penalty: 4871.930176
	Iteration 4F: 3 clusters Score -2145954 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2147710.500000 Penalty: 4871.930176
	Iteration 5F: 3 clusters Score -2147710 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2149465.250000 Penalty: 4871.930176
	Iteration 6F: 3 clusters Score -2149465 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2151018.750000 Penalty: 4871.930176
	Iteration 7F: 3 clusters Score -2151019 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2151808.000000 Penalty: 4871.930176
	Iteration 8F: 3 clusters Score -2151808 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2152233.500000 Penalty: 4871.930176
	Iteration 9Q: 3 clusters Score -2152234 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2152474.500000 Penalty: 4871.930176
	Iteration 10Q: 3 clusters Score -2152474 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2152626.000000 Penalty: 4871.930176
	Iteration 11Q: 3 clusters Score -2152626 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2152717.250000 Penalty: 4871.930176
	Iteration 12Q: 3 clusters Score -2152717 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2152769.000000 Penalty: 4871.930176
	Iteration 13Q: 3 clusters Score -2152769 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2152806.250000 Penalty: 4871.930176
	Iteration 14Q: 3 clusters Score -2152806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2152829.750000 Penalty: 4871.930176
	Iteration 15Q: 3 clusters Score -2152830 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2152846.750000 Penalty: 4871.930176
	Iteration 16Q: 3 clusters Score -2152847 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2152864.250000 Penalty: 4871.930176
	Iteration 17Q: 3 clusters Score -2152864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2152874.500000 Penalty: 4871.930176
	Iteration 18Q: 3 clusters Score -2152874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2152887.250000 Penalty: 4871.930176
	Iteration 19Q: 3 clusters Score -2152887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2152893.500000 Penalty: 4871.930176
	Iteration 20F: 3 clusters Score -2152894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2152908.750000 Penalty: 4871.930176
	Iteration 21Q: 3 clusters Score -2152909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2152908.000000 Penalty: 4871.930176
	Iteration 22Q: 3 clusters Score -2152908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2152909.500000 Penalty: 4871.930176
	Iteration 23Q: 3 clusters Score -2152910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2152912.250000 Penalty: 4871.930176
	Iteration 24Q: 3 clusters Score -2152912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2152921.000000 Penalty: 4871.930176
	Iteration 25Q: 3 clusters Score -2152921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2152926.000000 Penalty: 4871.930176
	Iteration 26Q: 3 clusters Score -2152926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2152927.750000 Penalty: 4871.930176
	Iteration 27Q: 3 clusters Score -2152928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2152928.250000 Penalty: 4871.930176
	Iteration 28Q: 3 clusters Score -2152928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2152936.750000 Penalty: 4871.930176
	Iteration 29Q: 3 clusters Score -2152937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2152939.500000 Penalty: 4871.930176
	Iteration 30Q: 3 clusters Score -2152940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2152940.000000 Penalty: 4871.930176
	Iteration 31Q: 3 clusters Score -2152940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2152940.500000 Penalty: 4871.930176
	Iteration 32Q: 3 clusters Score -2152940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2152940.500000 Penalty: 4871.930176
	Iteration 33Q: 3 clusters Score -2152940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2152948.750000 Penalty: 4871.930176
	Iteration 34Q: 3 clusters Score -2152949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2152944.000000 Penalty: 4871.930176
	Iteration 35Q: 3 clusters Score -2152944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2152947.750000 Penalty: 4871.930176
	Iteration 36Q: 3 clusters Score -2152948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2152949.250000 Penalty: 4871.930176
	Iteration 37Q: 3 clusters Score -2152949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2152950.000000 Penalty: 4871.930176
	Iteration 38Q: 3 clusters Score -2152950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2152951.750000 Penalty: 4871.930176
	Iteration 39Q: 3 clusters Score -2152952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2152950.500000 Penalty: 4871.930176
	Iteration 40F: 3 clusters Score -2152950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2152952.500000 Penalty: 4871.930176
	Iteration 41Q: 3 clusters Score -2152952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2152951.500000 Penalty: 4871.930176
	Iteration 42Q: 3 clusters Score -2152952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2152951.000000 Penalty: 4871.930176
	Iteration 43Q: 3 clusters Score -2152951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2152952.500000 Penalty: 4871.930176
	Iteration 44Q: 3 clusters Score -2152952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2152953.000000 Penalty: 4871.930176
	Iteration 45Q: 3 clusters Score -2152953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2152953.000000 Penalty: 4871.930176
	Iteration 46F: 3 clusters Score -2152953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 2413 members 
Mstep: Class 8 contains 16030 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 65327 members 
Mstep: Class 14 contains 29571 members 
Mstep: Class 15 contains 180991 members 
Mstep: Class 16 contains 40610 members 
Mstep: Class 17 contains 12826 members 
Mstep: Class 19 contains 117132 members 
Mstep: Class 20 contains 310399 members 
Mstep: Class 21 contains 14430 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
Score: -92625248.000000 Penalty: 60786.207031
Splitting cluster 8 changes total score from -92621808.000000 to -92625248.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 9 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -57017.164062 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -57017.16 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 286 members 
Entering Unmasked Estep 
Score: -55539.640625 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -55539.64 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55859.972656 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -55859.97 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56078.199219 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -56078.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -56293.433594 Penalty: 3132.417725
	Iteration 3F: 3 clusters Score -56293.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -56531.945312 Penalty: 3132.417725
	Iteration 4F: 3 clusters Score -56531.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56691.722656 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -56691.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56768.480469 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -56768.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -56805.183594 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -56805.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56816.871094 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -56816.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -56849.539062 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -56849.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56853.910156 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -56853.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56853.910156 Penalty: 3132.417725
	Iteration 11F: 3 clusters Score -56853.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -240159.109375 Penalty: 1948.078857
	Iteration 0F: 2 clusters Score -240159.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -237360.234375 Penalty: 3896.157715
	Iteration 0F: 3 clusters Score -237360.2 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -239683.625000 Penalty: 3896.157715
	Iteration 1F: 3 clusters Score -239683.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -241921.437500 Penalty: 3896.157715
	Iteration 2F: 3 clusters Score -241921.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -242834.468750 Penalty: 3896.157715
	Iteration 3F: 3 clusters Score -242834.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -243385.718750 Penalty: 3896.157715
	Iteration 4F: 3 clusters Score -243385.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -243599.578125 Penalty: 3896.157715
	Iteration 5Q: 3 clusters Score -243599.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -243721.171875 Penalty: 3896.157715
	Iteration 6Q: 3 clusters Score -243721.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -243806.062500 Penalty: 3896.157715
	Iteration 7Q: 3 clusters Score -243806.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -243841.796875 Penalty: 3896.157715
	Iteration 8Q: 3 clusters Score -243841.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -243858.921875 Penalty: 3896.157715
	Iteration 9Q: 3 clusters Score -243858.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -243870.218750 Penalty: 3896.157715
	Iteration 10Q: 3 clusters Score -243870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -243875.453125 Penalty: 3896.157715
	Iteration 11Q: 3 clusters Score -243875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -243881.078125 Penalty: 3896.157715
	Iteration 12Q: 3 clusters Score -243881.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -243885.046875 Penalty: 3896.157715
	Iteration 13Q: 3 clusters Score -243885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -243886.250000 Penalty: 3896.157715
	Iteration 14Q: 3 clusters Score -243886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -243887.015625 Penalty: 3896.157715
	Iteration 15Q: 3 clusters Score -243887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -243887.734375 Penalty: 3896.157715
	Iteration 16Q: 3 clusters Score -243887.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -243889.609375 Penalty: 3896.157715
	Iteration 17Q: 3 clusters Score -243889.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -243892.031250 Penalty: 3896.157715
	Iteration 18Q: 3 clusters Score -243892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -243893.921875 Penalty: 3896.157715
	Iteration 19Q: 3 clusters Score -243893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -243894.625000 Penalty: 3896.157715
	Iteration 20F: 3 clusters Score -243894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -243896.000000 Penalty: 3896.157715
	Iteration 21Q: 3 clusters Score -243896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -243898.656250 Penalty: 3896.157715
	Iteration 22Q: 3 clusters Score -243898.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -243901.515625 Penalty: 3896.157715
	Iteration 23Q: 3 clusters Score -243901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -243902.281250 Penalty: 3896.157715
	Iteration 24Q: 3 clusters Score -243902.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -243902.281250 Penalty: 3896.157715
	Iteration 25F: 3 clusters Score -243902.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 2413 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 16030 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 12 contains 1137 members 
Mstep: Class 13 contains 65327 members 
Mstep: Class 14 contains 29571 members 
Mstep: Class 15 contains 180991 members 
Mstep: Class 16 contains 40610 members 
Mstep: Class 17 contains 12826 members 
Mstep: Class 19 contains 117132 members 
Mstep: Class 20 contains 310399 members 
Mstep: Class 21 contains 14430 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
Score: -92627568.000000 Penalty: 64163.218750
Splitting cluster 12 changes total score from -92621808.000000 to -92627568.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 13 (65327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65327 members 
Entering Unmasked Estep 
Score: -7573147.500000 Penalty: 2749.615967
	Iteration 0F: 2 clusters Score -7573148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -7529587.000000 Penalty: 5499.231934
	Iteration 0F: 3 clusters Score -7529587 nChanged 30284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -7546412.500000 Penalty: 5499.231934
	Iteration 1F: 3 clusters Score -7546412 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -7547410.500000 Penalty: 5499.231934
	Iteration 2Q: 3 clusters Score -7547410 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -7548670.000000 Penalty: 5499.231934
	Iteration 3Q: 3 clusters Score -7548670 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -7550982.500000 Penalty: 5499.231934
	Iteration 4F: 3 clusters Score -7550982 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -7554810.000000 Penalty: 5499.231934
	Iteration 5F: 3 clusters Score -7554810 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -7560280.500000 Penalty: 5499.231934
	Iteration 6F: 3 clusters Score -7560280 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -7565749.500000 Penalty: 5499.231934
	Iteration 7F: 3 clusters Score -7565750 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -7568940.000000 Penalty: 5499.231934
	Iteration 8Q: 3 clusters Score -7568940 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -7570068.500000 Penalty: 5499.231934
	Iteration 9Q: 3 clusters Score -7570068 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -7570471.500000 Penalty: 5499.231934
	Iteration 10Q: 3 clusters Score -7570472 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -7570594.500000 Penalty: 5499.231934
	Iteration 11Q: 3 clusters Score -7570594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -7570657.500000 Penalty: 5499.231934
	Iteration 12Q: 3 clusters Score -7570658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -7570690.000000 Penalty: 5499.231934
	Iteration 13Q: 3 clusters Score -7570690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -7570710.500000 Penalty: 5499.231934
	Iteration 14Q: 3 clusters Score -7570710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -7570718.500000 Penalty: 5499.231934
	Iteration 15Q: 3 clusters Score -7570718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -7570724.500000 Penalty: 5499.231934
	Iteration 16Q: 3 clusters Score -7570724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -7570724.000000 Penalty: 5499.231934
	Iteration 17Q: 3 clusters Score -7570724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -7570724.000000 Penalty: 5499.231934
	Iteration 18F: 3 clusters Score -7570724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Entering Unmasked Estep 
Score: -3482958.500000 Penalty: 2553.048096
	Iteration 0F: 2 clusters Score -3482958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -3462668.000000 Penalty: 5106.096191
	Iteration 0F: 3 clusters Score -3462668 nChanged 13279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3469911.250000 Penalty: 5106.096191
	Iteration 1F: 3 clusters Score -3469911 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3470442.000000 Penalty: 5106.096191
	Iteration 2Q: 3 clusters Score -3470442 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -3470888.250000 Penalty: 5106.096191
	Iteration 3Q: 3 clusters Score -3470888 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3471416.750000 Penalty: 5106.096191
	Iteration 4Q: 3 clusters Score -3471417 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3471912.000000 Penalty: 5106.096191
	Iteration 5Q: 3 clusters Score -3471912 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3472455.500000 Penalty: 5106.096191
	Iteration 6Q: 3 clusters Score -3472456 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3473092.750000 Penalty: 5106.096191
	Iteration 7Q: 3 clusters Score -3473093 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3473870.750000 Penalty: 5106.096191
	Iteration 8Q: 3 clusters Score -3473871 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3474840.250000 Penalty: 5106.096191
	Iteration 9F: 3 clusters Score -3474840 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -3475925.500000 Penalty: 5106.096191
	Iteration 10F: 3 clusters Score -3475926 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3476931.000000 Penalty: 5106.096191
	Iteration 11Q: 3 clusters Score -3476931 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3477626.000000 Penalty: 5106.096191
	Iteration 12Q: 3 clusters Score -3477626 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3478076.750000 Penalty: 5106.096191
	Iteration 13Q: 3 clusters Score -3478077 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3478413.250000 Penalty: 5106.096191
	Iteration 14Q: 3 clusters Score -3478413 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3478669.250000 Penalty: 5106.096191
	Iteration 15Q: 3 clusters Score -3478669 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3478834.000000 Penalty: 5106.096191
	Iteration 16Q: 3 clusters Score -3478834 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -3479000.750000 Penalty: 5106.096191
	Iteration 17Q: 3 clusters Score -3479001 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3479183.000000 Penalty: 5106.096191
	Iteration 18Q: 3 clusters Score -3479183 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3479352.000000 Penalty: 5106.096191
	Iteration 19Q: 3 clusters Score -3479352 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3479483.750000 Penalty: 5106.096191
	Iteration 20F: 3 clusters Score -3479484 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3479594.000000 Penalty: 5106.096191
	Iteration 21Q: 3 clusters Score -3479594 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3479722.750000 Penalty: 5106.096191
	Iteration 22Q: 3 clusters Score -3479723 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3479832.000000 Penalty: 5106.096191
	Iteration 23Q: 3 clusters Score -3479832 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -3479937.000000 Penalty: 5106.096191
	Iteration 24Q: 3 clusters Score -3479937 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3480018.250000 Penalty: 5106.096191
	Iteration 25Q: 3 clusters Score -3480018 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -3480118.000000 Penalty: 5106.096191
	Iteration 26Q: 3 clusters Score -3480118 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3480243.250000 Penalty: 5106.096191
	Iteration 27Q: 3 clusters Score -3480243 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3480365.750000 Penalty: 5106.096191
	Iteration 28Q: 3 clusters Score -3480366 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3480495.250000 Penalty: 5106.096191
	Iteration 29Q: 3 clusters Score -3480495 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3480595.000000 Penalty: 5106.096191
	Iteration 30Q: 3 clusters Score -3480595 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3480682.000000 Penalty: 5106.096191
	Iteration 31Q: 3 clusters Score -3480682 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3480776.250000 Penalty: 5106.096191
	Iteration 32Q: 3 clusters Score -3480776 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3480837.500000 Penalty: 5106.096191
	Iteration 33Q: 3 clusters Score -3480838 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3480896.250000 Penalty: 5106.096191
	Iteration 34Q: 3 clusters Score -3480896 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3480943.000000 Penalty: 5106.096191
	Iteration 35Q: 3 clusters Score -3480943 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -3480987.000000 Penalty: 5106.096191
	Iteration 36Q: 3 clusters Score -3480987 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -3481038.000000 Penalty: 5106.096191
	Iteration 37Q: 3 clusters Score -3481038 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3481080.000000 Penalty: 5106.096191
	Iteration 38Q: 3 clusters Score -3481080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -3481100.000000 Penalty: 5106.096191
	Iteration 39Q: 3 clusters Score -3481100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3481118.750000 Penalty: 5106.096191
	Iteration 40F: 3 clusters Score -3481119 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3481127.000000 Penalty: 5106.096191
	Iteration 41Q: 3 clusters Score -3481127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -3481137.500000 Penalty: 5106.096191
	Iteration 42Q: 3 clusters Score -3481138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3481145.250000 Penalty: 5106.096191
	Iteration 43Q: 3 clusters Score -3481145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3481150.000000 Penalty: 5106.096191
	Iteration 44Q: 3 clusters Score -3481150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3481152.750000 Penalty: 5106.096191
	Iteration 45Q: 3 clusters Score -3481153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -3481155.500000 Penalty: 5106.096191
	Iteration 46Q: 3 clusters Score -3481156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3481155.250000 Penalty: 5106.096191
	Iteration 47Q: 3 clusters Score -3481155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3481155.500000 Penalty: 5106.096191
	Iteration 48Q: 3 clusters Score -3481156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -3481162.500000 Penalty: 5106.096191
	Iteration 49Q: 3 clusters Score -3481162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3481164.250000 Penalty: 5106.096191
	Iteration 50Q: 3 clusters Score -3481164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3481164.250000 Penalty: 5106.096191
	Iteration 51F: 3 clusters Score -3481164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (180991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180991 members 
Entering Unmasked Estep 
Score: -20932052.000000 Penalty: 3002.338135
	Iteration 0F: 2 clusters Score -2.093205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 90224 members 
Entering Unmasked Estep 
Score: -20811714.000000 Penalty: 6004.676270
	Iteration 0F: 3 clusters Score -2.081171e+07 nChanged 86877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 85783 members 
Entering Unmasked Estep 
Score: -20862244.000000 Penalty: 6004.676270
	Iteration 1F: 3 clusters Score -2.086224e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -20863718.000000 Penalty: 6004.676270
	Iteration 2Q: 3 clusters Score -2.086372e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102959 members 
Mstep: Class 2 contains 78032 members 
Entering Unmasked Estep 
Score: -20866036.000000 Penalty: 6004.676270
	Iteration 3Q: 3 clusters Score -2.086604e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110205 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -20869826.000000 Penalty: 6004.676270
	Iteration 4Q: 3 clusters Score -2.086983e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120484 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -20876846.000000 Penalty: 6004.676270
	Iteration 5F: 3 clusters Score -2.087685e+07 nChanged 13782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133764 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -20887350.000000 Penalty: 6004.676270
	Iteration 6F: 3 clusters Score -2.088735e+07 nChanged 15276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148848 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -20900708.000000 Penalty: 6004.676270
	Iteration 7F: 3 clusters Score -2.090071e+07 nChanged 13683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162487 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -20912792.000000 Penalty: 6004.676270
	Iteration 8F: 3 clusters Score -2.091279e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171781 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -20921330.000000 Penalty: 6004.676270
	Iteration 9F: 3 clusters Score -2.092133e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176940 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -20925966.000000 Penalty: 6004.676270
	Iteration 10Q: 3 clusters Score -2.092597e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179242 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -20928012.000000 Penalty: 6004.676270
	Iteration 11Q: 3 clusters Score -2.092801e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180082 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -20928710.000000 Penalty: 6004.676270
	Iteration 12Q: 3 clusters Score -2.092871e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180387 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -20929024.000000 Penalty: 6004.676270
	Iteration 13Q: 3 clusters Score -2.092902e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180500 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -20929152.000000 Penalty: 6004.676270
	Iteration 14Q: 3 clusters Score -2.092915e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180558 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20929286.000000 Penalty: 6004.676270
	Iteration 15Q: 3 clusters Score -2.092929e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180587 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20929306.000000 Penalty: 6004.676270
	Iteration 16Q: 3 clusters Score -2.092931e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180601 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -20929336.000000 Penalty: 6004.676270
	Iteration 17Q: 3 clusters Score -2.092934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180606 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -20929366.000000 Penalty: 6004.676270
	Iteration 18Q: 3 clusters Score -2.092937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180609 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -20929386.000000 Penalty: 6004.676270
	Iteration 19Q: 3 clusters Score -2.092939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180611 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -20929384.000000 Penalty: 6004.676270
	Iteration 20F: 3 clusters Score -2.092938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180611 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -20929396.000000 Penalty: 6004.676270
	Iteration 21Q: 3 clusters Score -2.09294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180613 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -20929398.000000 Penalty: 6004.676270
	Iteration 22Q: 3 clusters Score -2.09294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180613 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -20929410.000000 Penalty: 6004.676270
	Iteration 23Q: 3 clusters Score -2.092941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180613 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -20929400.000000 Penalty: 6004.676270
	Iteration 24Q: 3 clusters Score -2.09294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180615 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -20929416.000000 Penalty: 6004.676270
	Iteration 25Q: 3 clusters Score -2.092942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180617 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -20929408.000000 Penalty: 6004.676270
	Iteration 26Q: 3 clusters Score -2.092941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180617 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -20929408.000000 Penalty: 6004.676270
	Iteration 27F: 3 clusters Score -2.092941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Entering Unmasked Estep 
Score: -4539842.500000 Penalty: 2631.718994
	Iteration 0F: 2 clusters Score -4539842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -4512338.500000 Penalty: 5263.437988
	Iteration 0F: 3 clusters Score -4512338 nChanged 18736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -4522859.500000 Penalty: 5263.437988
	Iteration 1F: 3 clusters Score -4522860 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -4524168.000000 Penalty: 5263.437988
	Iteration 2F: 3 clusters Score -4524168 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4526576.000000 Penalty: 5263.437988
	Iteration 3F: 3 clusters Score -4526576 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4529906.500000 Penalty: 5263.437988
	Iteration 4F: 3 clusters Score -4529906 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -4533379.500000 Penalty: 5263.437988
	Iteration 5F: 3 clusters Score -4533380 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -4535770.000000 Penalty: 5263.437988
	Iteration 6F: 3 clusters Score -4535770 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -4537089.000000 Penalty: 5263.437988
	Iteration 7F: 3 clusters Score -4537089 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -4537645.500000 Penalty: 5263.437988
	Iteration 8Q: 3 clusters Score -4537646 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -4537955.500000 Penalty: 5263.437988
	Iteration 9Q: 3 clusters Score -4537956 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4538184.000000 Penalty: 5263.437988
	Iteration 10Q: 3 clusters Score -4538184 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4538377.000000 Penalty: 5263.437988
	Iteration 11Q: 3 clusters Score -4538377 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -4538587.000000 Penalty: 5263.437988
	Iteration 12Q: 3 clusters Score -4538587 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4538778.500000 Penalty: 5263.437988
	Iteration 13Q: 3 clusters Score -4538778 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -4538994.000000 Penalty: 5263.437988
	Iteration 14Q: 3 clusters Score -4538994 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -4539237.500000 Penalty: 5263.437988
	Iteration 15Q: 3 clusters Score -4539238 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -4539475.000000 Penalty: 5263.437988
	Iteration 16Q: 3 clusters Score -4539475 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -4539757.000000 Penalty: 5263.437988
	Iteration 17Q: 3 clusters Score -4539757 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -4540113.500000 Penalty: 5263.437988
	Iteration 18Q: 3 clusters Score -4540114 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -4540523.000000 Penalty: 5263.437988
	Iteration 19Q: 3 clusters Score -4540523 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -4540666.000000 Penalty: 5263.437988
	Iteration 20F: 3 clusters Score -4540666 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -4540722.500000 Penalty: 5263.437988
	Iteration 21Q: 3 clusters Score -4540722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -4540747.500000 Penalty: 5263.437988
	Iteration 22Q: 3 clusters Score -4540748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -4540761.500000 Penalty: 5263.437988
	Iteration 23Q: 3 clusters Score -4540762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -4540766.500000 Penalty: 5263.437988
	Iteration 24Q: 3 clusters Score -4540766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -4540765.500000 Penalty: 5263.437988
	Iteration 25Q: 3 clusters Score -4540766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -4540778.000000 Penalty: 5263.437988
	Iteration 26Q: 3 clusters Score -4540778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -4540776.000000 Penalty: 5263.437988
	Iteration 27Q: 3 clusters Score -4540776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -4540772.000000 Penalty: 5263.437988
	Iteration 28Q: 3 clusters Score -4540772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -4540786.000000 Penalty: 5263.437988
	Iteration 29Q: 3 clusters Score -4540786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -4540785.500000 Penalty: 5263.437988
	Iteration 30Q: 3 clusters Score -4540786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -4540787.500000 Penalty: 5263.437988
	Iteration 31Q: 3 clusters Score -4540788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -4540789.000000 Penalty: 5263.437988
	Iteration 32Q: 3 clusters Score -4540789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -4540788.000000 Penalty: 5263.437988
	Iteration 33Q: 3 clusters Score -4540788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -4540794.000000 Penalty: 5263.437988
	Iteration 34Q: 3 clusters Score -4540794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -4540791.500000 Penalty: 5263.437988
	Iteration 35Q: 3 clusters Score -4540792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -4540793.000000 Penalty: 5263.437988
	Iteration 36Q: 3 clusters Score -4540793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -4540794.500000 Penalty: 5263.437988
	Iteration 37Q: 3 clusters Score -4540794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -4540795.500000 Penalty: 5263.437988
	Iteration 38Q: 3 clusters Score -4540796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -4540794.000000 Penalty: 5263.437988
	Iteration 39Q: 3 clusters Score -4540794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -4540794.500000 Penalty: 5263.437988
	Iteration 40F: 3 clusters Score -4540794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 2413 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 16030 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 38450 members 
Mstep: Class 12 contains 1137 members 
Mstep: Class 13 contains 65327 members 
Mstep: Class 14 contains 29571 members 
Mstep: Class 15 contains 180991 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 12826 members 
Mstep: Class 19 contains 117132 members 
Mstep: Class 20 contains 310399 members 
Mstep: Class 21 contains 14430 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
Score: -92627768.000000 Penalty: 67540.226562
Splitting cluster 16 changes total score from -92621808.000000 to -92627768.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 17 (12826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Entering Unmasked Estep 
Score: -1358256.375000 Penalty: 2345.888916
	Iteration 0F: 2 clusters Score -1358256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1348795.125000 Penalty: 4691.777832
	Iteration 0F: 3 clusters Score -1348795 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1351902.875000 Penalty: 4691.777832
	Iteration 1F: 3 clusters Score -1351903 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1352553.250000 Penalty: 4691.777832
	Iteration 2F: 3 clusters Score -1352553 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1353268.500000 Penalty: 4691.777832
	Iteration 3F: 3 clusters Score -1353268 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1354295.375000 Penalty: 4691.777832
	Iteration 4F: 3 clusters Score -1354295 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1356025.000000 Penalty: 4691.777832
	Iteration 5F: 3 clusters Score -1356025 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1357817.750000 Penalty: 4691.777832
	Iteration 6F: 3 clusters Score -1357818 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1359244.875000 Penalty: 4691.777832
	Iteration 7F: 3 clusters Score -1359245 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1360240.625000 Penalty: 4691.777832
	Iteration 8F: 3 clusters Score -1360241 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1360771.125000 Penalty: 4691.777832
	Iteration 9Q: 3 clusters Score -1360771 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1361004.000000 Penalty: 4691.777832
	Iteration 10Q: 3 clusters Score -1361004 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1361103.875000 Penalty: 4691.777832
	Iteration 11Q: 3 clusters Score -1361104 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1361146.500000 Penalty: 4691.777832
	Iteration 12Q: 3 clusters Score -1361146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1361164.000000 Penalty: 4691.777832
	Iteration 13Q: 3 clusters Score -1361164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1361177.875000 Penalty: 4691.777832
	Iteration 14Q: 3 clusters Score -1361178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1361187.125000 Penalty: 4691.777832
	Iteration 15Q: 3 clusters Score -1361187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1361196.500000 Penalty: 4691.777832
	Iteration 16Q: 3 clusters Score -1361196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1361196.250000 Penalty: 4691.777832
	Iteration 17Q: 3 clusters Score -1361196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1361199.000000 Penalty: 4691.777832
	Iteration 18Q: 3 clusters Score -1361199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1361196.875000 Penalty: 4691.777832
	Iteration 19Q: 3 clusters Score -1361197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1361198.125000 Penalty: 4691.777832
	Iteration 20F: 3 clusters Score -1361198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1361199.375000 Penalty: 4691.777832
	Iteration 21Q: 3 clusters Score -1361199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1361201.000000 Penalty: 4691.777832
	Iteration 22Q: 3 clusters Score -1361201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1361199.375000 Penalty: 4691.777832
	Iteration 23Q: 3 clusters Score -1361199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1361200.500000 Penalty: 4691.777832
	Iteration 24Q: 3 clusters Score -1361200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1361200.500000 Penalty: 4691.777832
	Iteration 25F: 3 clusters Score -1361200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 2413 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 16030 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 38450 members 
Mstep: Class 11 contains 10978 members 
Mstep: Class 12 contains 1137 members 
Mstep: Class 13 contains 65327 members 
Mstep: Class 14 contains 29571 members 
Mstep: Class 15 contains 180991 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 19 contains 117132 members 
Mstep: Class 20 contains 310399 members 
Mstep: Class 21 contains 14430 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
Score: -92629584.000000 Penalty: 70917.242188
Splitting cluster 17 changes total score from -92621808.000000 to -92629584.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 19 (117132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Entering Unmasked Estep 
Score: -13579150.000000 Penalty: 2894.422119
	Iteration 0F: 2 clusters Score -1.357915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -13500301.000000 Penalty: 5788.844238
	Iteration 0F: 3 clusters Score -1.35003e+07 nChanged 55746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59666 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -13533583.000000 Penalty: 5788.844238
	Iteration 1F: 3 clusters Score -1.353358e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -13538561.000000 Penalty: 5788.844238
	Iteration 2Q: 3 clusters Score -1.353856e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -13545924.000000 Penalty: 5788.844238
	Iteration 3F: 3 clusters Score -1.354592e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 62891 members 
Entering Unmasked Estep 
Score: -13554579.000000 Penalty: 5788.844238
	Iteration 4F: 3 clusters Score -1.355458e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -13565068.000000 Penalty: 5788.844238
	Iteration 5F: 3 clusters Score -1.356507e+07 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -13574557.000000 Penalty: 5788.844238
	Iteration 6F: 3 clusters Score -1.357456e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -13581016.000000 Penalty: 5788.844238
	Iteration 7F: 3 clusters Score -1.358102e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -13585140.000000 Penalty: 5788.844238
	Iteration 8Q: 3 clusters Score -1.358514e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 81136 members 
Entering Unmasked Estep 
Score: -13587290.000000 Penalty: 5788.844238
	Iteration 9Q: 3 clusters Score -1.358729e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
Score: -13588036.000000 Penalty: 5788.844238
	Iteration 10Q: 3 clusters Score -1.358804e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 83028 members 
Entering Unmasked Estep 
Score: -13588500.000000 Penalty: 5788.844238
	Iteration 11Q: 3 clusters Score -1.35885e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 83755 members 
Entering Unmasked Estep 
Score: -13588605.000000 Penalty: 5788.844238
	Iteration 12Q: 3 clusters Score -1.35886e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 84345 members 
Entering Unmasked Estep 
Score: -13588676.000000 Penalty: 5788.844238
	Iteration 13Q: 3 clusters Score -1.358868e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 84866 members 
Entering Unmasked Estep 
Score: -13588717.000000 Penalty: 5788.844238
	Iteration 14Q: 3 clusters Score -1.358872e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -13588762.000000 Penalty: 5788.844238
	Iteration 15Q: 3 clusters Score -1.358876e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -13588861.000000 Penalty: 5788.844238
	Iteration 16Q: 3 clusters Score -1.358886e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -13588906.000000 Penalty: 5788.844238
	Iteration 17Q: 3 clusters Score -1.358891e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -13588936.000000 Penalty: 5788.844238
	Iteration 18Q: 3 clusters Score -1.358894e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -13588935.000000 Penalty: 5788.844238
	Iteration 19Q: 3 clusters Score -1.358894e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 86998 members 
Entering Unmasked Estep 
Score: -13588984.000000 Penalty: 5788.844238
	Iteration 20F: 3 clusters Score -1.358898e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 87242 members 
Entering Unmasked Estep 
Score: -13589031.000000 Penalty: 5788.844238
	Iteration 21Q: 3 clusters Score -1.358903e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -13589037.000000 Penalty: 5788.844238
	Iteration 22Q: 3 clusters Score -1.358904e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -13589051.000000 Penalty: 5788.844238
	Iteration 23Q: 3 clusters Score -1.358905e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -13589095.000000 Penalty: 5788.844238
	Iteration 24Q: 3 clusters Score -1.35891e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -13589087.000000 Penalty: 5788.844238
	Iteration 25Q: 3 clusters Score -1.358909e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 88242 members 
Entering Unmasked Estep 
Score: -13589082.000000 Penalty: 5788.844238
	Iteration 26Q: 3 clusters Score -1.358908e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 88412 members 
Entering Unmasked Estep 
Score: -13589065.000000 Penalty: 5788.844238
	Iteration 27Q: 3 clusters Score -1.358906e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 88565 members 
Entering Unmasked Estep 
Score: -13589049.000000 Penalty: 5788.844238
	Iteration 28Q: 3 clusters Score -1.358905e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 88729 members 
Entering Unmasked Estep 
Score: -13589071.000000 Penalty: 5788.844238
	Iteration 29Q: 3 clusters Score -1.358907e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -13589088.000000 Penalty: 5788.844238
	Iteration 30Q: 3 clusters Score -1.358909e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 89014 members 
Entering Unmasked Estep 
Score: -13589092.000000 Penalty: 5788.844238
	Iteration 31Q: 3 clusters Score -1.358909e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -13589108.000000 Penalty: 5788.844238
	Iteration 32Q: 3 clusters Score -1.358911e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 89271 members 
Entering Unmasked Estep 
Score: -13589079.000000 Penalty: 5788.844238
	Iteration 33Q: 3 clusters Score -1.358908e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 89408 members 
Entering Unmasked Estep 
Score: -13589073.000000 Penalty: 5788.844238
	Iteration 34Q: 3 clusters Score -1.358907e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 89533 members 
Entering Unmasked Estep 
Score: -13589091.000000 Penalty: 5788.844238
	Iteration 35Q: 3 clusters Score -1.358909e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -13589106.000000 Penalty: 5788.844238
	Iteration 36Q: 3 clusters Score -1.358911e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -13589110.000000 Penalty: 5788.844238
	Iteration 37Q: 3 clusters Score -1.358911e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 89903 members 
Entering Unmasked Estep 
Score: -13589130.000000 Penalty: 5788.844238
	Iteration 38Q: 3 clusters Score -1.358913e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -13589133.000000 Penalty: 5788.844238
	Iteration 39Q: 3 clusters Score -1.358913e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 90124 members 
Entering Unmasked Estep 
Score: -13589147.000000 Penalty: 5788.844238
	Iteration 40F: 3 clusters Score -1.358915e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -13589165.000000 Penalty: 5788.844238
	Iteration 41Q: 3 clusters Score -1.358916e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -13589163.000000 Penalty: 5788.844238
	Iteration 42Q: 3 clusters Score -1.358916e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -13589145.000000 Penalty: 5788.844238
	Iteration 43Q: 3 clusters Score -1.358914e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 90449 members 
Entering Unmasked Estep 
Score: -13589159.000000 Penalty: 5788.844238
	Iteration 44Q: 3 clusters Score -1.358916e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 90503 members 
Entering Unmasked Estep 
Score: -13589162.000000 Penalty: 5788.844238
	Iteration 45Q: 3 clusters Score -1.358916e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 90554 members 
Entering Unmasked Estep 
Score: -13589145.000000 Penalty: 5788.844238
	Iteration 46Q: 3 clusters Score -1.358914e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -13589151.000000 Penalty: 5788.844238
	Iteration 47Q: 3 clusters Score -1.358915e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 90645 members 
Entering Unmasked Estep 
Score: -13589158.000000 Penalty: 5788.844238
	Iteration 48Q: 3 clusters Score -1.358916e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -13589153.000000 Penalty: 5788.844238
	Iteration 49Q: 3 clusters Score -1.358915e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 90759 members 
Entering Unmasked Estep 
Score: -13589164.000000 Penalty: 5788.844238
	Iteration 50Q: 3 clusters Score -1.358916e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 90818 members 
Entering Unmasked Estep 
Score: -13589184.000000 Penalty: 5788.844238
	Iteration 51Q: 3 clusters Score -1.358918e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 90865 members 
Entering Unmasked Estep 
Score: -13589183.000000 Penalty: 5788.844238
	Iteration 52Q: 3 clusters Score -1.358918e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -13589186.000000 Penalty: 5788.844238
	Iteration 53Q: 3 clusters Score -1.358919e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -13589201.000000 Penalty: 5788.844238
	Iteration 54Q: 3 clusters Score -1.35892e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 90996 members 
Entering Unmasked Estep 
Score: -13589191.000000 Penalty: 5788.844238
	Iteration 55Q: 3 clusters Score -1.358919e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -13589193.000000 Penalty: 5788.844238
	Iteration 56Q: 3 clusters Score -1.358919e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 91078 members 
Entering Unmasked Estep 
Score: -13589176.000000 Penalty: 5788.844238
	Iteration 57Q: 3 clusters Score -1.358918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 91112 members 
Entering Unmasked Estep 
Score: -13589182.000000 Penalty: 5788.844238
	Iteration 58Q: 3 clusters Score -1.358918e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 91143 members 
Entering Unmasked Estep 
Score: -13589171.000000 Penalty: 5788.844238
	Iteration 59Q: 3 clusters Score -1.358917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -13589167.000000 Penalty: 5788.844238
	Iteration 60F: 3 clusters Score -1.358917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -13589162.000000 Penalty: 5788.844238
	Iteration 61Q: 3 clusters Score -1.358916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -13589157.000000 Penalty: 5788.844238
	Iteration 62Q: 3 clusters Score -1.358916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -13589162.000000 Penalty: 5788.844238
	Iteration 63Q: 3 clusters Score -1.358916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -13589159.000000 Penalty: 5788.844238
	Iteration 64Q: 3 clusters Score -1.358916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -13589162.000000 Penalty: 5788.844238
	Iteration 65Q: 3 clusters Score -1.358916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 91263 members 
Entering Unmasked Estep 
Score: -13589167.000000 Penalty: 5788.844238
	Iteration 66Q: 3 clusters Score -1.358917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 91282 members 
Entering Unmasked Estep 
Score: -13589146.000000 Penalty: 5788.844238
	Iteration 67Q: 3 clusters Score -1.358915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 91298 members 
Entering Unmasked Estep 
Score: -13589155.000000 Penalty: 5788.844238
	Iteration 68Q: 3 clusters Score -1.358916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -13589162.000000 Penalty: 5788.844238
	Iteration 69Q: 3 clusters Score -1.358916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 91333 members 
Entering Unmasked Estep 
Score: -13589167.000000 Penalty: 5788.844238
	Iteration 70Q: 3 clusters Score -1.358917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 91346 members 
Entering Unmasked Estep 
Score: -13589164.000000 Penalty: 5788.844238
	Iteration 71Q: 3 clusters Score -1.358916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -13589175.000000 Penalty: 5788.844238
	Iteration 72Q: 3 clusters Score -1.358918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -13589170.000000 Penalty: 5788.844238
	Iteration 73Q: 3 clusters Score -1.358917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 91378 members 
Entering Unmasked Estep 
Score: -13589168.000000 Penalty: 5788.844238
	Iteration 74Q: 3 clusters Score -1.358917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -13589178.000000 Penalty: 5788.844238
	Iteration 75Q: 3 clusters Score -1.358918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -13589173.000000 Penalty: 5788.844238
	Iteration 76Q: 3 clusters Score -1.358917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 91394 members 
Entering Unmasked Estep 
Score: -13589178.000000 Penalty: 5788.844238
	Iteration 77Q: 3 clusters Score -1.358918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 91398 members 
Entering Unmasked Estep 
Score: -13589185.000000 Penalty: 5788.844238
	Iteration 78Q: 3 clusters Score -1.358918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -13589191.000000 Penalty: 5788.844238
	Iteration 79Q: 3 clusters Score -1.358919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -13589178.000000 Penalty: 5788.844238
	Iteration 80F: 3 clusters Score -1.358918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 91415 members 
Entering Unmasked Estep 
Score: -13589190.000000 Penalty: 5788.844238
	Iteration 81Q: 3 clusters Score -1.358919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 91420 members 
Entering Unmasked Estep 
Score: -13589196.000000 Penalty: 5788.844238
	Iteration 82Q: 3 clusters Score -1.35892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
Score: -13589203.000000 Penalty: 5788.844238
	Iteration 83Q: 3 clusters Score -1.35892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -13589187.000000 Penalty: 5788.844238
	Iteration 84Q: 3 clusters Score -1.358919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 91452 members 
Entering Unmasked Estep 
Score: -13589202.000000 Penalty: 5788.844238
	Iteration 85Q: 3 clusters Score -1.35892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
Score: -13589188.000000 Penalty: 5788.844238
	Iteration 86Q: 3 clusters Score -1.358919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -13589207.000000 Penalty: 5788.844238
	Iteration 87Q: 3 clusters Score -1.358921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 91498 members 
Entering Unmasked Estep 
Score: -13589205.000000 Penalty: 5788.844238
	Iteration 88Q: 3 clusters Score -1.35892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -13589194.000000 Penalty: 5788.844238
	Iteration 89Q: 3 clusters Score -1.358919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 91510 members 
Entering Unmasked Estep 
Score: -13589200.000000 Penalty: 5788.844238
	Iteration 90Q: 3 clusters Score -1.35892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 91514 members 
Entering Unmasked Estep 
Score: -13589199.000000 Penalty: 5788.844238
	Iteration 91Q: 3 clusters Score -1.35892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 91518 members 
Entering Unmasked Estep 
Score: -13589203.000000 Penalty: 5788.844238
	Iteration 92Q: 3 clusters Score -1.35892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 91522 members 
Entering Unmasked Estep 
Score: -13589204.000000 Penalty: 5788.844238
	Iteration 93Q: 3 clusters Score -1.35892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 91531 members 
Entering Unmasked Estep 
Score: -13589214.000000 Penalty: 5788.844238
	Iteration 94Q: 3 clusters Score -1.358921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 91542 members 
Entering Unmasked Estep 
Score: -13589194.000000 Penalty: 5788.844238
	Iteration 95Q: 3 clusters Score -1.358919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -13589198.000000 Penalty: 5788.844238
	Iteration 96Q: 3 clusters Score -1.35892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -13589206.000000 Penalty: 5788.844238
	Iteration 97Q: 3 clusters Score -1.358921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 91573 members 
Entering Unmasked Estep 
Score: -13589198.000000 Penalty: 5788.844238
	Iteration 98Q: 3 clusters Score -1.35892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 91578 members 
Entering Unmasked Estep 
Score: -13589198.000000 Penalty: 5788.844238
	Iteration 99Q: 3 clusters Score -1.35892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -13589188.000000 Penalty: 5788.844238
	Iteration 100F: 3 clusters Score -1.358919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 91585 members 
Entering Unmasked Estep 
Score: -13589194.000000 Penalty: 5788.844238
	Iteration 101Q: 3 clusters Score -1.358919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 91587 members 
Entering Unmasked Estep 
Score: -13589192.000000 Penalty: 5788.844238
	Iteration 102Q: 3 clusters Score -1.358919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 91587 members 
Entering Unmasked Estep 
Score: -13589192.000000 Penalty: 5788.844238
	Iteration 103F: 3 clusters Score -1.358919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 2413 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 16030 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 38450 members 
Mstep: Class 11 contains 10978 members 
Mstep: Class 12 contains 1137 members 
Mstep: Class 13 contains 65327 members 
Mstep: Class 14 contains 29571 members 
Mstep: Class 15 contains 180991 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 91587 members 
Mstep: Class 19 contains 25545 members 
Mstep: Class 20 contains 310399 members 
Mstep: Class 21 contains 14430 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
Score: -92639168.000000 Penalty: 74294.250000
Splitting cluster 19 changes total score from -92621808.000000 to -92639168.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 20 (310399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310399 members 
Entering Unmasked Estep 
Score: -35597344.000000 Penalty: 3136.112305
	Iteration 0F: 2 clusters Score -3.559734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155002 members 
Mstep: Class 2 contains 155397 members 
Entering Unmasked Estep 
Score: -35405448.000000 Penalty: 6272.224609
	Iteration 0F: 3 clusters Score -3.540545e+07 nChanged 150421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152501 members 
Mstep: Class 2 contains 157898 members 
Entering Unmasked Estep 
Score: -35494776.000000 Penalty: 6272.224609
	Iteration 1F: 3 clusters Score -3.549478e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150561 members 
Mstep: Class 2 contains 159838 members 
Entering Unmasked Estep 
Score: -35496028.000000 Penalty: 6272.224609
	Iteration 2Q: 3 clusters Score -3.549603e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147725 members 
Mstep: Class 2 contains 162674 members 
Entering Unmasked Estep 
Score: -35497752.000000 Penalty: 6272.224609
	Iteration 3Q: 3 clusters Score -3.549775e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143372 members 
Mstep: Class 2 contains 167027 members 
Entering Unmasked Estep 
Score: -35499920.000000 Penalty: 6272.224609
	Iteration 4Q: 3 clusters Score -3.549992e+07 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136766 members 
Mstep: Class 2 contains 173633 members 
Entering Unmasked Estep 
Score: -35503292.000000 Penalty: 6272.224609
	Iteration 5Q: 3 clusters Score -3.550329e+07 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127081 members 
Mstep: Class 2 contains 183318 members 
Entering Unmasked Estep 
Score: -35509016.000000 Penalty: 6272.224609
	Iteration 6Q: 3 clusters Score -3.550902e+07 nChanged 16794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113935 members 
Mstep: Class 2 contains 196464 members 
Entering Unmasked Estep 
Score: -35518788.000000 Penalty: 6272.224609
	Iteration 7F: 3 clusters Score -3.551879e+07 nChanged 19830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98033 members 
Mstep: Class 2 contains 212366 members 
Entering Unmasked Estep 
Score: -35533244.000000 Penalty: 6272.224609
	Iteration 8F: 3 clusters Score -3.553324e+07 nChanged 20180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82625 members 
Mstep: Class 2 contains 227774 members 
Entering Unmasked Estep 
Score: -35549240.000000 Penalty: 6272.224609
	Iteration 9F: 3 clusters Score -3.554924e+07 nChanged 17458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 239308 members 
Entering Unmasked Estep 
Score: -35562208.000000 Penalty: 6272.224609
	Iteration 10F: 3 clusters Score -3.556221e+07 nChanged 13283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 247043 members 
Entering Unmasked Estep 
Score: -35569592.000000 Penalty: 6272.224609
	Iteration 11Q: 3 clusters Score -3.556959e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 253074 members 
Entering Unmasked Estep 
Score: -35573540.000000 Penalty: 6272.224609
	Iteration 12Q: 3 clusters Score -3.557354e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 258497 members 
Entering Unmasked Estep 
Score: -35576088.000000 Penalty: 6272.224609
	Iteration 13Q: 3 clusters Score -3.557609e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 263706 members 
Entering Unmasked Estep 
Score: -35578576.000000 Penalty: 6272.224609
	Iteration 14Q: 3 clusters Score -3.557858e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 268758 members 
Entering Unmasked Estep 
Score: -35581024.000000 Penalty: 6272.224609
	Iteration 15Q: 3 clusters Score -3.558102e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 273464 members 
Entering Unmasked Estep 
Score: -35583132.000000 Penalty: 6272.224609
	Iteration 16Q: 3 clusters Score -3.558313e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 278032 members 
Entering Unmasked Estep 
Score: -35585588.000000 Penalty: 6272.224609
	Iteration 17Q: 3 clusters Score -3.558559e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 282445 members 
Entering Unmasked Estep 
Score: -35588064.000000 Penalty: 6272.224609
	Iteration 18Q: 3 clusters Score -3.558806e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 286737 members 
Entering Unmasked Estep 
Score: -35590336.000000 Penalty: 6272.224609
	Iteration 19Q: 3 clusters Score -3.559034e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 290648 members 
Entering Unmasked Estep 
Score: -35591804.000000 Penalty: 6272.224609
	Iteration 20F: 3 clusters Score -3.55918e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 294160 members 
Entering Unmasked Estep 
Score: -35592952.000000 Penalty: 6272.224609
	Iteration 21Q: 3 clusters Score -3.559295e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 297074 members 
Entering Unmasked Estep 
Score: -35593884.000000 Penalty: 6272.224609
	Iteration 22Q: 3 clusters Score -3.559388e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 299613 members 
Entering Unmasked Estep 
Score: -35594572.000000 Penalty: 6272.224609
	Iteration 23Q: 3 clusters Score -3.559457e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 301697 members 
Entering Unmasked Estep 
Score: -35595044.000000 Penalty: 6272.224609
	Iteration 24Q: 3 clusters Score -3.559504e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 303374 members 
Entering Unmasked Estep 
Score: -35595028.000000 Penalty: 6272.224609
	Iteration 25Q: 3 clusters Score -3.559503e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 304748 members 
Entering Unmasked Estep 
Score: -35595236.000000 Penalty: 6272.224609
	Iteration 26Q: 3 clusters Score -3.559524e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 305814 members 
Entering Unmasked Estep 
Score: -35595408.000000 Penalty: 6272.224609
	Iteration 27Q: 3 clusters Score -3.559541e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 306639 members 
Entering Unmasked Estep 
Score: -35595592.000000 Penalty: 6272.224609
	Iteration 28Q: 3 clusters Score -3.559559e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 307268 members 
Entering Unmasked Estep 
Score: -35595748.000000 Penalty: 6272.224609
	Iteration 29Q: 3 clusters Score -3.559575e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 307738 members 
Entering Unmasked Estep 
Score: -35595692.000000 Penalty: 6272.224609
	Iteration 30Q: 3 clusters Score -3.559569e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 308067 members 
Entering Unmasked Estep 
Score: -35595728.000000 Penalty: 6272.224609
	Iteration 31Q: 3 clusters Score -3.559573e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 308309 members 
Entering Unmasked Estep 
Score: -35595632.000000 Penalty: 6272.224609
	Iteration 32Q: 3 clusters Score -3.559563e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 308506 members 
Entering Unmasked Estep 
Score: -35595636.000000 Penalty: 6272.224609
	Iteration 33Q: 3 clusters Score -3.559564e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 308641 members 
Entering Unmasked Estep 
Score: -35595608.000000 Penalty: 6272.224609
	Iteration 34Q: 3 clusters Score -3.559561e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 308743 members 
Entering Unmasked Estep 
Score: -35595628.000000 Penalty: 6272.224609
	Iteration 35Q: 3 clusters Score -3.559563e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 308831 members 
Entering Unmasked Estep 
Score: -35595604.000000 Penalty: 6272.224609
	Iteration 36Q: 3 clusters Score -3.55956e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 308912 members 
Entering Unmasked Estep 
Score: -35595564.000000 Penalty: 6272.224609
	Iteration 37Q: 3 clusters Score -3.559556e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 308975 members 
Entering Unmasked Estep 
Score: -35595600.000000 Penalty: 6272.224609
	Iteration 38Q: 3 clusters Score -3.55956e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 309021 members 
Entering Unmasked Estep 
Score: -35595620.000000 Penalty: 6272.224609
	Iteration 39Q: 3 clusters Score -3.559562e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 309057 members 
Entering Unmasked Estep 
Score: -35595644.000000 Penalty: 6272.224609
	Iteration 40F: 3 clusters Score -3.559564e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 309101 members 
Entering Unmasked Estep 
Score: -35595668.000000 Penalty: 6272.224609
	Iteration 41Q: 3 clusters Score -3.559567e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 309146 members 
Entering Unmasked Estep 
Score: -35595616.000000 Penalty: 6272.224609
	Iteration 42Q: 3 clusters Score -3.559562e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 309175 members 
Entering Unmasked Estep 
Score: -35595612.000000 Penalty: 6272.224609
	Iteration 43Q: 3 clusters Score -3.559561e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 309205 members 
Entering Unmasked Estep 
Score: -35595628.000000 Penalty: 6272.224609
	Iteration 44Q: 3 clusters Score -3.559563e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 309230 members 
Entering Unmasked Estep 
Score: -35595696.000000 Penalty: 6272.224609
	Iteration 45Q: 3 clusters Score -3.55957e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 309256 members 
Entering Unmasked Estep 
Score: -35595696.000000 Penalty: 6272.224609
	Iteration 46Q: 3 clusters Score -3.55957e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 309266 members 
Entering Unmasked Estep 
Score: -35595716.000000 Penalty: 6272.224609
	Iteration 47Q: 3 clusters Score -3.559572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 309278 members 
Entering Unmasked Estep 
Score: -35595748.000000 Penalty: 6272.224609
	Iteration 48Q: 3 clusters Score -3.559575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 309280 members 
Entering Unmasked Estep 
Score: -35595744.000000 Penalty: 6272.224609
	Iteration 49Q: 3 clusters Score -3.559574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 309286 members 
Entering Unmasked Estep 
Score: -35595724.000000 Penalty: 6272.224609
	Iteration 50Q: 3 clusters Score -3.559572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 309291 members 
Entering Unmasked Estep 
Score: -35595712.000000 Penalty: 6272.224609
	Iteration 51Q: 3 clusters Score -3.559571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 309294 members 
Entering Unmasked Estep 
Score: -35595708.000000 Penalty: 6272.224609
	Iteration 52Q: 3 clusters Score -3.559571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 309298 members 
Entering Unmasked Estep 
Score: -35595684.000000 Penalty: 6272.224609
	Iteration 53Q: 3 clusters Score -3.559568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 309302 members 
Entering Unmasked Estep 
Score: -35595704.000000 Penalty: 6272.224609
	Iteration 54Q: 3 clusters Score -3.55957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 309306 members 
Entering Unmasked Estep 
Score: -35595696.000000 Penalty: 6272.224609
	Iteration 55Q: 3 clusters Score -3.55957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 309308 members 
Entering Unmasked Estep 
Score: -35595700.000000 Penalty: 6272.224609
	Iteration 56Q: 3 clusters Score -3.55957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 309309 members 
Entering Unmasked Estep 
Score: -35595700.000000 Penalty: 6272.224609
	Iteration 57Q: 3 clusters Score -3.55957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 309309 members 
Entering Unmasked Estep 
Score: -35595704.000000 Penalty: 6272.224609
	Iteration 58Q: 3 clusters Score -3.55957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 309309 members 
Entering Unmasked Estep 
Score: -35595704.000000 Penalty: 6272.224609
	Iteration 59F: 3 clusters Score -3.55957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Entering Unmasked Estep 
Score: -1695680.500000 Penalty: 2375.112061
	Iteration 0F: 2 clusters Score -1695680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1685257.125000 Penalty: 4750.224121
	Iteration 0F: 3 clusters Score -1685257 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1688413.125000 Penalty: 4750.224121
	Iteration 1F: 3 clusters Score -1688413 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1688729.250000 Penalty: 4750.224121
	Iteration 2F: 3 clusters Score -1688729 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1688925.375000 Penalty: 4750.224121
	Iteration 3Q: 3 clusters Score -1688925 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1689068.375000 Penalty: 4750.224121
	Iteration 4Q: 3 clusters Score -1689068 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1689174.750000 Penalty: 4750.224121
	Iteration 5Q: 3 clusters Score -1689175 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1689249.750000 Penalty: 4750.224121
	Iteration 6Q: 3 clusters Score -1689250 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1689308.625000 Penalty: 4750.224121
	Iteration 7Q: 3 clusters Score -1689309 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1689370.625000 Penalty: 4750.224121
	Iteration 8Q: 3 clusters Score -1689371 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1689429.500000 Penalty: 4750.224121
	Iteration 9Q: 3 clusters Score -1689430 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1689480.750000 Penalty: 4750.224121
	Iteration 10Q: 3 clusters Score -1689481 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1689537.125000 Penalty: 4750.224121
	Iteration 11Q: 3 clusters Score -1689537 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1689590.125000 Penalty: 4750.224121
	Iteration 12Q: 3 clusters Score -1689590 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1689641.875000 Penalty: 4750.224121
	Iteration 13Q: 3 clusters Score -1689642 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1689680.250000 Penalty: 4750.224121
	Iteration 14Q: 3 clusters Score -1689680 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1689719.750000 Penalty: 4750.224121
	Iteration 15Q: 3 clusters Score -1689720 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1689758.125000 Penalty: 4750.224121
	Iteration 16Q: 3 clusters Score -1689758 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1689804.500000 Penalty: 4750.224121
	Iteration 17Q: 3 clusters Score -1689804 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1689845.250000 Penalty: 4750.224121
	Iteration 18Q: 3 clusters Score -1689845 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1689897.875000 Penalty: 4750.224121
	Iteration 19Q: 3 clusters Score -1689898 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1689954.750000 Penalty: 4750.224121
	Iteration 20F: 3 clusters Score -1689955 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1690001.875000 Penalty: 4750.224121
	Iteration 21Q: 3 clusters Score -1690002 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1690068.125000 Penalty: 4750.224121
	Iteration 22Q: 3 clusters Score -1690068 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1690128.625000 Penalty: 4750.224121
	Iteration 23Q: 3 clusters Score -1690129 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1690212.500000 Penalty: 4750.224121
	Iteration 24Q: 3 clusters Score -1690212 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1690314.375000 Penalty: 4750.224121
	Iteration 25Q: 3 clusters Score -1690314 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1690455.750000 Penalty: 4750.224121
	Iteration 26Q: 3 clusters Score -1690456 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1690635.250000 Penalty: 4750.224121
	Iteration 27Q: 3 clusters Score -1690635 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1690865.500000 Penalty: 4750.224121
	Iteration 28Q: 3 clusters Score -1690866 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1691113.750000 Penalty: 4750.224121
	Iteration 29Q: 3 clusters Score -1691114 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1691384.000000 Penalty: 4750.224121
	Iteration 30Q: 3 clusters Score -1691384 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1691688.375000 Penalty: 4750.224121
	Iteration 31Q: 3 clusters Score -1691688 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1692017.375000 Penalty: 4750.224121
	Iteration 32Q: 3 clusters Score -1692017 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1692361.625000 Penalty: 4750.224121
	Iteration 33Q: 3 clusters Score -1692362 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1692697.375000 Penalty: 4750.224121
	Iteration 34Q: 3 clusters Score -1692697 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1692967.375000 Penalty: 4750.224121
	Iteration 35Q: 3 clusters Score -1692967 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1693152.125000 Penalty: 4750.224121
	Iteration 36Q: 3 clusters Score -1693152 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1693284.625000 Penalty: 4750.224121
	Iteration 37Q: 3 clusters Score -1693285 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1693376.750000 Penalty: 4750.224121
	Iteration 38Q: 3 clusters Score -1693377 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1693447.125000 Penalty: 4750.224121
	Iteration 39Q: 3 clusters Score -1693447 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1693517.625000 Penalty: 4750.224121
	Iteration 40F: 3 clusters Score -1693518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1693561.375000 Penalty: 4750.224121
	Iteration 41Q: 3 clusters Score -1693561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1693599.000000 Penalty: 4750.224121
	Iteration 42Q: 3 clusters Score -1693599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1693620.250000 Penalty: 4750.224121
	Iteration 43Q: 3 clusters Score -1693620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1693639.000000 Penalty: 4750.224121
	Iteration 44Q: 3 clusters Score -1693639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1693657.000000 Penalty: 4750.224121
	Iteration 45Q: 3 clusters Score -1693657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1693667.375000 Penalty: 4750.224121
	Iteration 46Q: 3 clusters Score -1693667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1693676.750000 Penalty: 4750.224121
	Iteration 47Q: 3 clusters Score -1693677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1693682.125000 Penalty: 4750.224121
	Iteration 48Q: 3 clusters Score -1693682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1693682.625000 Penalty: 4750.224121
	Iteration 49Q: 3 clusters Score -1693683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1693687.625000 Penalty: 4750.224121
	Iteration 50Q: 3 clusters Score -1693688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1693687.625000 Penalty: 4750.224121
	Iteration 51F: 3 clusters Score -1693688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Entering Unmasked Estep 
Score: -1170153.125000 Penalty: 2288.929443
	Iteration 0F: 2 clusters Score -1170153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1162292.625000 Penalty: 4577.858887
	Iteration 0F: 3 clusters Score -1162293 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1164586.625000 Penalty: 4577.858887
	Iteration 1F: 3 clusters Score -1164587 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1164891.000000 Penalty: 4577.858887
	Iteration 2F: 3 clusters Score -1164891 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1165084.375000 Penalty: 4577.858887
	Iteration 3Q: 3 clusters Score -1165084 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1165221.125000 Penalty: 4577.858887
	Iteration 4Q: 3 clusters Score -1165221 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1165328.375000 Penalty: 4577.858887
	Iteration 5Q: 3 clusters Score -1165328 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1165415.125000 Penalty: 4577.858887
	Iteration 6Q: 3 clusters Score -1165415 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1165487.000000 Penalty: 4577.858887
	Iteration 7Q: 3 clusters Score -1165487 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1165556.875000 Penalty: 4577.858887
	Iteration 8Q: 3 clusters Score -1165557 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1165605.250000 Penalty: 4577.858887
	Iteration 9Q: 3 clusters Score -1165605 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1165656.625000 Penalty: 4577.858887
	Iteration 10Q: 3 clusters Score -1165657 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1165717.625000 Penalty: 4577.858887
	Iteration 11Q: 3 clusters Score -1165718 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1165786.250000 Penalty: 4577.858887
	Iteration 12Q: 3 clusters Score -1165786 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1165882.500000 Penalty: 4577.858887
	Iteration 13Q: 3 clusters Score -1165882 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1165999.875000 Penalty: 4577.858887
	Iteration 14Q: 3 clusters Score -1166000 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1166133.250000 Penalty: 4577.858887
	Iteration 15Q: 3 clusters Score -1166133 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1166307.000000 Penalty: 4577.858887
	Iteration 16Q: 3 clusters Score -1166307 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1166508.125000 Penalty: 4577.858887
	Iteration 17Q: 3 clusters Score -1166508 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1166711.375000 Penalty: 4577.858887
	Iteration 18Q: 3 clusters Score -1166711 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1166937.125000 Penalty: 4577.858887
	Iteration 19Q: 3 clusters Score -1166937 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1167157.750000 Penalty: 4577.858887
	Iteration 20F: 3 clusters Score -1167158 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1167344.375000 Penalty: 4577.858887
	Iteration 21Q: 3 clusters Score -1167344 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1167496.500000 Penalty: 4577.858887
	Iteration 22Q: 3 clusters Score -1167496 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1167612.875000 Penalty: 4577.858887
	Iteration 23Q: 3 clusters Score -1167613 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1167709.625000 Penalty: 4577.858887
	Iteration 24Q: 3 clusters Score -1167710 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1167793.125000 Penalty: 4577.858887
	Iteration 25Q: 3 clusters Score -1167793 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1167866.500000 Penalty: 4577.858887
	Iteration 26Q: 3 clusters Score -1167866 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1167937.375000 Penalty: 4577.858887
	Iteration 27Q: 3 clusters Score -1167937 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1168000.500000 Penalty: 4577.858887
	Iteration 28Q: 3 clusters Score -1168000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1168035.875000 Penalty: 4577.858887
	Iteration 29Q: 3 clusters Score -1168036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1168065.125000 Penalty: 4577.858887
	Iteration 30Q: 3 clusters Score -1168065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1168100.875000 Penalty: 4577.858887
	Iteration 31Q: 3 clusters Score -1168101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1168130.875000 Penalty: 4577.858887
	Iteration 32Q: 3 clusters Score -1168131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1168145.625000 Penalty: 4577.858887
	Iteration 33Q: 3 clusters Score -1168146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1168158.625000 Penalty: 4577.858887
	Iteration 34Q: 3 clusters Score -1168159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1168169.500000 Penalty: 4577.858887
	Iteration 35Q: 3 clusters Score -1168170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1168178.750000 Penalty: 4577.858887
	Iteration 36Q: 3 clusters Score -1168179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1168184.625000 Penalty: 4577.858887
	Iteration 37Q: 3 clusters Score -1168185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1168193.250000 Penalty: 4577.858887
	Iteration 38Q: 3 clusters Score -1168193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1168199.125000 Penalty: 4577.858887
	Iteration 39Q: 3 clusters Score -1168199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1168201.625000 Penalty: 4577.858887
	Iteration 40F: 3 clusters Score -1168202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1168205.250000 Penalty: 4577.858887
	Iteration 41Q: 3 clusters Score -1168205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1168209.500000 Penalty: 4577.858887
	Iteration 42Q: 3 clusters Score -1168210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1168211.250000 Penalty: 4577.858887
	Iteration 43Q: 3 clusters Score -1168211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1168214.250000 Penalty: 4577.858887
	Iteration 44Q: 3 clusters Score -1168214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1168214.625000 Penalty: 4577.858887
	Iteration 45Q: 3 clusters Score -1168215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1168214.250000 Penalty: 4577.858887
	Iteration 46Q: 3 clusters Score -1168214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1168217.875000 Penalty: 4577.858887
	Iteration 47Q: 3 clusters Score -1168218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1168218.875000 Penalty: 4577.858887
	Iteration 48Q: 3 clusters Score -1168219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1168218.625000 Penalty: 4577.858887
	Iteration 49Q: 3 clusters Score -1168219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1168220.250000 Penalty: 4577.858887
	Iteration 50Q: 3 clusters Score -1168220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1168220.250000 Penalty: 4577.858887
	Iteration 51F: 3 clusters Score -1168220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 8 contains 16030 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 12 contains 1137 members 
Mstep: Class 13 contains 65327 members 
Mstep: Class 14 contains 29571 members 
Mstep: Class 15 contains 180991 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 19 contains 25545 members 
Mstep: Class 20 contains 310399 members 
Mstep: Class 21 contains 14430 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92647024.000000 Penalty: 74294.250000
Iteration 39Q: 23 clusters Score -9.264702e+07 nChanged 18624
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 10048 members 
Mstep: Class 6 contains 2435 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 16572 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 38338 members 
Mstep: Class 11 contains 11136 members 
Mstep: Class 12 contains 1137 members 
Mstep: Class 13 contains 65718 members 
Mstep: Class 14 contains 29784 members 
Mstep: Class 15 contains 182388 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 1857 members 
Mstep: Class 18 contains 86177 members 
Mstep: Class 19 contains 25198 members 
Mstep: Class 20 contains 313310 members 
Mstep: Class 21 contains 14530 members 
Mstep: Class 23 contains 10114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92649592.000000 Penalty: 74294.250000
Iteration 40F: 23 clusters Score -9.264959e+07 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 1161 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4284 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 9491 members 
Mstep: Class 6 contains 2452 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 17098 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 39246 members 
Mstep: Class 11 contains 11987 members 
Mstep: Class 12 contains 1138 members 
Mstep: Class 13 contains 65443 members 
Mstep: Class 14 contains 29756 members 
Mstep: Class 15 contains 182744 members 
Mstep: Class 16 contains 2180 members 
Mstep: Class 17 contains 1858 members 
Mstep: Class 18 contains 85276 members 
Mstep: Class 19 contains 25156 members 
Mstep: Class 20 contains 312453 members 
Mstep: Class 21 contains 14575 members 
Mstep: Class 23 contains 9932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92652496.000000 Penalty: 74294.250000
Iteration 41Q: 23 clusters Score -9.26525e+07 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4288 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 9077 members 
Mstep: Class 6 contains 2470 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 17647 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 39783 members 
Mstep: Class 11 contains 12408 members 
Mstep: Class 12 contains 1137 members 
Mstep: Class 13 contains 65262 members 
Mstep: Class 14 contains 29742 members 
Mstep: Class 15 contains 182929 members 
Mstep: Class 16 contains 2229 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 84119 members 
Mstep: Class 19 contains 25224 members 
Mstep: Class 20 contains 312499 members 
Mstep: Class 21 contains 14621 members 
Mstep: Class 23 contains 9727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92654376.000000 Penalty: 74294.250000
Iteration 42Q: 23 clusters Score -9.265438e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4288 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 8750 members 
Mstep: Class 6 contains 2501 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 18118 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 40130 members 
Mstep: Class 11 contains 12632 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65161 members 
Mstep: Class 14 contains 29711 members 
Mstep: Class 15 contains 183091 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 82954 members 
Mstep: Class 19 contains 25299 members 
Mstep: Class 20 contains 312857 members 
Mstep: Class 21 contains 14655 members 
Mstep: Class 23 contains 9561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92654640.000000 Penalty: 74294.250000
Iteration 43Q: 23 clusters Score -9.265464e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4289 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 8498 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 18522 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 40407 members 
Mstep: Class 11 contains 12781 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65121 members 
Mstep: Class 14 contains 29691 members 
Mstep: Class 15 contains 183189 members 
Mstep: Class 16 contains 2328 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 81786 members 
Mstep: Class 19 contains 25420 members 
Mstep: Class 20 contains 313326 members 
Mstep: Class 21 contains 14669 members 
Mstep: Class 23 contains 9417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92654592.000000 Penalty: 74294.250000
Iteration 44Q: 23 clusters Score -9.265459e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4289 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 18844 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 40651 members 
Mstep: Class 11 contains 12859 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65125 members 
Mstep: Class 14 contains 29691 members 
Mstep: Class 15 contains 183345 members 
Mstep: Class 16 contains 2385 members 
Mstep: Class 17 contains 1891 members 
Mstep: Class 18 contains 80729 members 
Mstep: Class 19 contains 25530 members 
Mstep: Class 20 contains 313670 members 
Mstep: Class 21 contains 14697 members 
Mstep: Class 23 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92654960.000000 Penalty: 74294.250000
Iteration 45Q: 23 clusters Score -9.265496e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4289 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 8116 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 19124 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 40814 members 
Mstep: Class 11 contains 12920 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65162 members 
Mstep: Class 14 contains 29707 members 
Mstep: Class 15 contains 183476 members 
Mstep: Class 16 contains 2443 members 
Mstep: Class 17 contains 1901 members 
Mstep: Class 18 contains 79742 members 
Mstep: Class 19 contains 25656 members 
Mstep: Class 20 contains 314020 members 
Mstep: Class 21 contains 14742 members 
Mstep: Class 23 contains 9174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92654632.000000 Penalty: 74294.250000
Iteration 46Q: 23 clusters Score -9.265463e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4290 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 7954 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 19347 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 40979 members 
Mstep: Class 11 contains 12972 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65206 members 
Mstep: Class 14 contains 29724 members 
Mstep: Class 15 contains 183657 members 
Mstep: Class 16 contains 2493 members 
Mstep: Class 17 contains 1906 members 
Mstep: Class 18 contains 78802 members 
Mstep: Class 19 contains 25766 members 
Mstep: Class 20 contains 314333 members 
Mstep: Class 21 contains 14764 members 
Mstep: Class 23 contains 9073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92654704.000000 Penalty: 74294.250000
Iteration 47Q: 23 clusters Score -9.26547e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4291 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 7815 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 19548 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 41113 members 
Mstep: Class 11 contains 13024 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65271 members 
Mstep: Class 14 contains 29729 members 
Mstep: Class 15 contains 183940 members 
Mstep: Class 16 contains 2543 members 
Mstep: Class 17 contains 1907 members 
Mstep: Class 18 contains 77910 members 
Mstep: Class 19 contains 25833 members 
Mstep: Class 20 contains 314557 members 
Mstep: Class 21 contains 14790 members 
Mstep: Class 23 contains 8983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92654624.000000 Penalty: 74294.250000
Iteration 48Q: 23 clusters Score -9.265462e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4291 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 7719 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 19690 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 41229 members 
Mstep: Class 11 contains 13069 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65308 members 
Mstep: Class 14 contains 29750 members 
Mstep: Class 15 contains 184283 members 
Mstep: Class 16 contains 2592 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 77069 members 
Mstep: Class 19 contains 25866 members 
Mstep: Class 20 contains 314751 members 
Mstep: Class 21 contains 14825 members 
Mstep: Class 23 contains 8897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92654608.000000 Penalty: 74294.250000
Iteration 49Q: 23 clusters Score -9.265461e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4290 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 7655 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 19815 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 41318 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65335 members 
Mstep: Class 14 contains 29772 members 
Mstep: Class 15 contains 184567 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 1911 members 
Mstep: Class 18 contains 76348 members 
Mstep: Class 19 contains 25928 members 
Mstep: Class 20 contains 314850 members 
Mstep: Class 21 contains 14850 members 
Mstep: Class 23 contains 8851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92654408.000000 Penalty: 74294.250000
Iteration 50Q: 23 clusters Score -9.265441e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4292 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 7618 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 19914 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 41390 members 
Mstep: Class 11 contains 13124 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65383 members 
Mstep: Class 14 contains 29774 members 
Mstep: Class 15 contains 184820 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 1911 members 
Mstep: Class 18 contains 75686 members 
Mstep: Class 19 contains 25965 members 
Mstep: Class 20 contains 314993 members 
Mstep: Class 21 contains 14876 members 
Mstep: Class 23 contains 8773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92653944.000000 Penalty: 74294.250000
Iteration 51Q: 23 clusters Score -9.265394e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4293 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 19997 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 41470 members 
Mstep: Class 11 contains 13138 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65430 members 
Mstep: Class 14 contains 29787 members 
Mstep: Class 15 contains 185096 members 
Mstep: Class 16 contains 2778 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 75080 members 
Mstep: Class 19 contains 26002 members 
Mstep: Class 20 contains 315040 members 
Mstep: Class 21 contains 14907 members 
Mstep: Class 23 contains 8718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92654192.000000 Penalty: 74294.250000
Iteration 52Q: 23 clusters Score -9.265419e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 7537 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20081 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41545 members 
Mstep: Class 11 contains 13157 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65485 members 
Mstep: Class 14 contains 29795 members 
Mstep: Class 15 contains 185377 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 74502 members 
Mstep: Class 19 contains 26009 members 
Mstep: Class 20 contains 315051 members 
Mstep: Class 21 contains 14944 members 
Mstep: Class 23 contains 8699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92654088.000000 Penalty: 74294.250000
Iteration 53Q: 23 clusters Score -9.265409e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20154 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41607 members 
Mstep: Class 11 contains 13169 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65550 members 
Mstep: Class 14 contains 29811 members 
Mstep: Class 15 contains 185622 members 
Mstep: Class 16 contains 2868 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 73930 members 
Mstep: Class 19 contains 26050 members 
Mstep: Class 20 contains 315096 members 
Mstep: Class 21 contains 14977 members 
Mstep: Class 23 contains 8674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92653984.000000 Penalty: 74294.250000
Iteration 54Q: 23 clusters Score -9.265398e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 7460 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20219 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 41641 members 
Mstep: Class 11 contains 13174 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65594 members 
Mstep: Class 14 contains 29831 members 
Mstep: Class 15 contains 185849 members 
Mstep: Class 16 contains 2913 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 73371 members 
Mstep: Class 19 contains 26066 members 
Mstep: Class 20 contains 315211 members 
Mstep: Class 21 contains 14997 members 
Mstep: Class 23 contains 8667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92653920.000000 Penalty: 74294.250000
Iteration 55Q: 23 clusters Score -9.265392e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20286 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41694 members 
Mstep: Class 11 contains 13184 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65638 members 
Mstep: Class 14 contains 29836 members 
Mstep: Class 15 contains 186128 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 72831 members 
Mstep: Class 19 contains 26085 members 
Mstep: Class 20 contains 315239 members 
Mstep: Class 21 contains 15015 members 
Mstep: Class 23 contains 8666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92653976.000000 Penalty: 74294.250000
Iteration 56Q: 23 clusters Score -9.265398e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 7406 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20340 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 41753 members 
Mstep: Class 11 contains 13187 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 29850 members 
Mstep: Class 15 contains 186352 members 
Mstep: Class 16 contains 2968 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 72326 members 
Mstep: Class 19 contains 26104 members 
Mstep: Class 20 contains 315347 members 
Mstep: Class 21 contains 15033 members 
Mstep: Class 23 contains 8657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92653480.000000 Penalty: 74294.250000
Iteration 57Q: 23 clusters Score -9.265348e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20372 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 41800 members 
Mstep: Class 11 contains 13192 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65677 members 
Mstep: Class 14 contains 29867 members 
Mstep: Class 15 contains 186586 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 71805 members 
Mstep: Class 19 contains 26122 members 
Mstep: Class 20 contains 315501 members 
Mstep: Class 21 contains 15051 members 
Mstep: Class 23 contains 8635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92653368.000000 Penalty: 74294.250000
Iteration 58Q: 23 clusters Score -9.265337e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 7362 members 
Mstep: Class 6 contains 2642 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20407 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 41852 members 
Mstep: Class 11 contains 13196 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65699 members 
Mstep: Class 14 contains 29877 members 
Mstep: Class 15 contains 186759 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 71315 members 
Mstep: Class 19 contains 26129 members 
Mstep: Class 20 contains 315671 members 
Mstep: Class 21 contains 15084 members 
Mstep: Class 23 contains 8611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92653056.000000 Penalty: 74294.250000
Iteration 59Q: 23 clusters Score -9.265306e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 7350 members 
Mstep: Class 6 contains 2645 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20432 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41899 members 
Mstep: Class 11 contains 13196 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65713 members 
Mstep: Class 14 contains 29884 members 
Mstep: Class 15 contains 186897 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 70897 members 
Mstep: Class 19 contains 26130 members 
Mstep: Class 20 contains 315826 members 
Mstep: Class 21 contains 15114 members 
Mstep: Class 23 contains 8600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92652912.000000 Penalty: 74294.250000
Iteration 60F: 23 clusters Score -9.265291e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 7336 members 
Mstep: Class 6 contains 2646 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20455 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 41944 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65734 members 
Mstep: Class 14 contains 29898 members 
Mstep: Class 15 contains 187114 members 
Mstep: Class 16 contains 3051 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 70446 members 
Mstep: Class 19 contains 26140 members 
Mstep: Class 20 contains 315914 members 
Mstep: Class 21 contains 15133 members 
Mstep: Class 23 contains 8594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92652776.000000 Penalty: 74294.250000
Iteration 61Q: 23 clusters Score -9.265278e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 274 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 2646 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20486 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41992 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65756 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 187354 members 
Mstep: Class 16 contains 3075 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 69953 members 
Mstep: Class 19 contains 26159 members 
Mstep: Class 20 contains 316009 members 
Mstep: Class 21 contains 15159 members 
Mstep: Class 23 contains 8594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92652608.000000 Penalty: 74294.250000
Iteration 62Q: 23 clusters Score -9.265261e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 274 members 
Mstep: Class 5 contains 7313 members 
Mstep: Class 6 contains 2647 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20511 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 42031 members 
Mstep: Class 11 contains 13207 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65768 members 
Mstep: Class 14 contains 29915 members 
Mstep: Class 15 contains 187550 members 
Mstep: Class 16 contains 3096 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 69461 members 
Mstep: Class 19 contains 26181 members 
Mstep: Class 20 contains 316147 members 
Mstep: Class 21 contains 15180 members 
Mstep: Class 23 contains 8602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92652560.000000 Penalty: 74294.250000
Iteration 63Q: 23 clusters Score -9.265256e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 274 members 
Mstep: Class 5 contains 7299 members 
Mstep: Class 6 contains 2648 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20528 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 42075 members 
Mstep: Class 11 contains 13214 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65776 members 
Mstep: Class 14 contains 29934 members 
Mstep: Class 15 contains 187725 members 
Mstep: Class 16 contains 3118 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 69019 members 
Mstep: Class 19 contains 26201 members 
Mstep: Class 20 contains 316278 members 
Mstep: Class 21 contains 15193 members 
Mstep: Class 23 contains 8603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92652528.000000 Penalty: 74294.250000
Iteration 64Q: 23 clusters Score -9.265253e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 274 members 
Mstep: Class 5 contains 7286 members 
Mstep: Class 6 contains 2650 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20531 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 42102 members 
Mstep: Class 11 contains 13217 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65786 members 
Mstep: Class 14 contains 29953 members 
Mstep: Class 15 contains 187949 members 
Mstep: Class 16 contains 3145 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 68572 members 
Mstep: Class 19 contains 26206 members 
Mstep: Class 20 contains 316401 members 
Mstep: Class 21 contains 15209 members 
Mstep: Class 23 contains 8606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92652504.000000 Penalty: 74294.250000
Iteration 65Q: 23 clusters Score -9.26525e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 7273 members 
Mstep: Class 6 contains 2651 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20536 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 42140 members 
Mstep: Class 11 contains 13215 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65818 members 
Mstep: Class 14 contains 29963 members 
Mstep: Class 15 contains 188180 members 
Mstep: Class 16 contains 3170 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 68106 members 
Mstep: Class 19 contains 26214 members 
Mstep: Class 20 contains 316517 members 
Mstep: Class 21 contains 15221 members 
Mstep: Class 23 contains 8611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92652304.000000 Penalty: 74294.250000
Iteration 66Q: 23 clusters Score -9.26523e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 7264 members 
Mstep: Class 6 contains 2654 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20540 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 42177 members 
Mstep: Class 11 contains 13214 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65838 members 
Mstep: Class 14 contains 29990 members 
Mstep: Class 15 contains 188417 members 
Mstep: Class 16 contains 3198 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 67653 members 
Mstep: Class 19 contains 26223 members 
Mstep: Class 20 contains 316607 members 
Mstep: Class 21 contains 15237 members 
Mstep: Class 23 contains 8604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92652248.000000 Penalty: 74294.250000
Iteration 67Q: 23 clusters Score -9.265225e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 7256 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 42204 members 
Mstep: Class 11 contains 13216 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65863 members 
Mstep: Class 14 contains 30001 members 
Mstep: Class 15 contains 188646 members 
Mstep: Class 16 contains 3223 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 67172 members 
Mstep: Class 19 contains 26231 members 
Mstep: Class 20 contains 316731 members 
Mstep: Class 21 contains 15254 members 
Mstep: Class 23 contains 8612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92652064.000000 Penalty: 74294.250000
Iteration 68Q: 23 clusters Score -9.265206e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 7253 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20567 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 42218 members 
Mstep: Class 11 contains 13212 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65881 members 
Mstep: Class 14 contains 30021 members 
Mstep: Class 15 contains 188843 members 
Mstep: Class 16 contains 3246 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 66726 members 
Mstep: Class 19 contains 26233 members 
Mstep: Class 20 contains 316862 members 
Mstep: Class 21 contains 15277 members 
Mstep: Class 23 contains 8622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92651736.000000 Penalty: 74294.250000
Iteration 69Q: 23 clusters Score -9.265174e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 7248 members 
Mstep: Class 6 contains 2654 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20578 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 13213 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65897 members 
Mstep: Class 14 contains 30034 members 
Mstep: Class 15 contains 189066 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 66284 members 
Mstep: Class 19 contains 26242 members 
Mstep: Class 20 contains 316972 members 
Mstep: Class 21 contains 15292 members 
Mstep: Class 23 contains 8638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92651576.000000 Penalty: 74294.250000
Iteration 70Q: 23 clusters Score -9.265158e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 2656 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20589 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 42260 members 
Mstep: Class 11 contains 13216 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65919 members 
Mstep: Class 14 contains 30050 members 
Mstep: Class 15 contains 189282 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 65833 members 
Mstep: Class 19 contains 26261 members 
Mstep: Class 20 contains 317061 members 
Mstep: Class 21 contains 15302 members 
Mstep: Class 23 contains 8659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92651256.000000 Penalty: 74294.250000
Iteration 71Q: 23 clusters Score -9.265126e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20593 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 42279 members 
Mstep: Class 11 contains 13215 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65943 members 
Mstep: Class 14 contains 30064 members 
Mstep: Class 15 contains 189493 members 
Mstep: Class 16 contains 3295 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 65385 members 
Mstep: Class 19 contains 26283 members 
Mstep: Class 20 contains 317187 members 
Mstep: Class 21 contains 15315 members 
Mstep: Class 23 contains 8660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92651352.000000 Penalty: 74294.250000
Iteration 72Q: 23 clusters Score -9.265135e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 2660 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20598 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 42287 members 
Mstep: Class 11 contains 13210 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65962 members 
Mstep: Class 14 contains 30078 members 
Mstep: Class 15 contains 189701 members 
Mstep: Class 16 contains 3315 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 64926 members 
Mstep: Class 19 contains 26324 members 
Mstep: Class 20 contains 317299 members 
Mstep: Class 21 contains 15338 members 
Mstep: Class 23 contains 8669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92651240.000000 Penalty: 74294.250000
Iteration 73Q: 23 clusters Score -9.265124e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20604 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 42298 members 
Mstep: Class 11 contains 13208 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 65993 members 
Mstep: Class 14 contains 30092 members 
Mstep: Class 15 contains 189959 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 64451 members 
Mstep: Class 19 contains 26353 members 
Mstep: Class 20 contains 317386 members 
Mstep: Class 21 contains 15353 members 
Mstep: Class 23 contains 8674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92651224.000000 Penalty: 74294.250000
Iteration 74Q: 23 clusters Score -9.265122e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 7237 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20613 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 42302 members 
Mstep: Class 11 contains 13212 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 66024 members 
Mstep: Class 14 contains 30109 members 
Mstep: Class 15 contains 190225 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 63926 members 
Mstep: Class 19 contains 26366 members 
Mstep: Class 20 contains 317519 members 
Mstep: Class 21 contains 15383 members 
Mstep: Class 23 contains 8686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92650808.000000 Penalty: 74294.250000
Iteration 75Q: 23 clusters Score -9.265081e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 7228 members 
Mstep: Class 6 contains 2665 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20620 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 42313 members 
Mstep: Class 11 contains 13214 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 66049 members 
Mstep: Class 14 contains 30140 members 
Mstep: Class 15 contains 190511 members 
Mstep: Class 16 contains 3361 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 63415 members 
Mstep: Class 19 contains 26384 members 
Mstep: Class 20 contains 317593 members 
Mstep: Class 21 contains 15411 members 
Mstep: Class 23 contains 8705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92650760.000000 Penalty: 74294.250000
Iteration 76Q: 23 clusters Score -9.265076e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 7222 members 
Mstep: Class 6 contains 2668 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20629 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 42318 members 
Mstep: Class 11 contains 13219 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 66078 members 
Mstep: Class 14 contains 30177 members 
Mstep: Class 15 contains 190800 members 
Mstep: Class 16 contains 3377 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 62866 members 
Mstep: Class 19 contains 26403 members 
Mstep: Class 20 contains 317721 members 
Mstep: Class 21 contains 15430 members 
Mstep: Class 23 contains 8702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92650760.000000 Penalty: 74294.250000
Iteration 77Q: 23 clusters Score -9.265076e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 7214 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20634 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 42322 members 
Mstep: Class 11 contains 13217 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 66104 members 
Mstep: Class 14 contains 30212 members 
Mstep: Class 15 contains 191110 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 62292 members 
Mstep: Class 19 contains 26412 members 
Mstep: Class 20 contains 317854 members 
Mstep: Class 21 contains 15461 members 
Mstep: Class 23 contains 8714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92650776.000000 Penalty: 74294.250000
Iteration 78Q: 23 clusters Score -9.265078e+07 nChanged 1535
Entering ConstructFrom: 
Score: -92650776.000000 Penalty: 74294.250000
Entering ConstructFrom: 
Trying to split cluster 1 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -44709.585938 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -44709.59 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 221 members 
Entering Unmasked Estep 
Score: -43244.183594 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -43244.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43431.570312 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -43431.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43493.789062 Penalty: 3005.324951
	Iteration 2Q: 3 clusters Score -43493.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43532.191406 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -43532.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43572.394531 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -43572.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43589.808594 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -43589.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43589.808594 Penalty: 3005.324951
	Iteration 6F: 3 clusters Score -43589.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -492250.656250 Penalty: 2074.744385
	Iteration 0F: 2 clusters Score -492250.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -488137.718750 Penalty: 4149.488770
	Iteration 0F: 3 clusters Score -488137.7 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -489089.406250 Penalty: 4149.488770
	Iteration 1F: 3 clusters Score -489089.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -489371.718750 Penalty: 4149.488770
	Iteration 2F: 3 clusters Score -489371.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -489635.500000 Penalty: 4149.488770
	Iteration 3F: 3 clusters Score -489635.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -489949.500000 Penalty: 4149.488770
	Iteration 4F: 3 clusters Score -489949.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -490260.187500 Penalty: 4149.488770
	Iteration 5F: 3 clusters Score -490260.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -490578.656250 Penalty: 4149.488770
	Iteration 6F: 3 clusters Score -490578.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -491004.500000 Penalty: 4149.488770
	Iteration 7F: 3 clusters Score -491004.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -491619.468750 Penalty: 4149.488770
	Iteration 8F: 3 clusters Score -491619.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -492323.656250 Penalty: 4149.488770
	Iteration 9F: 3 clusters Score -492323.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -492769.750000 Penalty: 4149.488770
	Iteration 10Q: 3 clusters Score -492769.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -492991.125000 Penalty: 4149.488770
	Iteration 11Q: 3 clusters Score -492991.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -493037.781250 Penalty: 4149.488770
	Iteration 12Q: 3 clusters Score -493037.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -493055.750000 Penalty: 4149.488770
	Iteration 13Q: 3 clusters Score -493055.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -493067.656250 Penalty: 4149.488770
	Iteration 14Q: 3 clusters Score -493067.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -493073.687500 Penalty: 4149.488770
	Iteration 15Q: 3 clusters Score -493073.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -493078.125000 Penalty: 4149.488770
	Iteration 16Q: 3 clusters Score -493078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -493078.875000 Penalty: 4149.488770
	Iteration 17Q: 3 clusters Score -493078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -493079.718750 Penalty: 4149.488770
	Iteration 18Q: 3 clusters Score -493079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -493080.156250 Penalty: 4149.488770
	Iteration 19Q: 3 clusters Score -493080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -493081.093750 Penalty: 4149.488770
	Iteration 20F: 3 clusters Score -493081.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -493081.812500 Penalty: 4149.488770
	Iteration 21Q: 3 clusters Score -493081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -493081.625000 Penalty: 4149.488770
	Iteration 22Q: 3 clusters Score -493081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -493081.625000 Penalty: 4149.488770
	Iteration 23F: 3 clusters Score -493081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 7205 members 
Mstep: Class 6 contains 2674 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 20643 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 42323 members 
Mstep: Class 11 contains 13215 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 66117 members 
Mstep: Class 14 contains 30235 members 
Mstep: Class 15 contains 191447 members 
Mstep: Class 16 contains 3408 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 61706 members 
Mstep: Class 19 contains 26433 members 
Mstep: Class 20 contains 317998 members 
Mstep: Class 21 contains 15484 members 
Mstep: Class 22 contains 2309 members 
Mstep: Class 23 contains 8722 members 
Entering Unmasked Estep 
Score: -92650216.000000 Penalty: 77671.265625
Splitting cluster 2 changes total score from -92650776.000000 to -92650216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -125853.656250 Penalty: 1744.528198
	Iteration 0F: 2 clusters Score -125853.7 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 545 members 
Entering Unmasked Estep 
Score: -123837.117188 Penalty: 3489.056396
	Iteration 0F: 3 clusters Score -123837.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -124161.304688 Penalty: 3489.056396
	Iteration 1F: 3 clusters Score -124161.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -124242.015625 Penalty: 3489.056396
	Iteration 2F: 3 clusters Score -124242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -124289.851562 Penalty: 3489.056396
	Iteration 3Q: 3 clusters Score -124289.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -124314.523438 Penalty: 3489.056396
	Iteration 4Q: 3 clusters Score -124314.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -124332.054688 Penalty: 3489.056396
	Iteration 5Q: 3 clusters Score -124332.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124345.007812 Penalty: 3489.056396
	Iteration 6Q: 3 clusters Score -124345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -124353.500000 Penalty: 3489.056396
	Iteration 7Q: 3 clusters Score -124353.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124362.625000 Penalty: 3489.056396
	Iteration 8Q: 3 clusters Score -124362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124369.796875 Penalty: 3489.056396
	Iteration 9Q: 3 clusters Score -124369.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -124380.570312 Penalty: 3489.056396
	Iteration 10Q: 3 clusters Score -124380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124386.656250 Penalty: 3489.056396
	Iteration 11Q: 3 clusters Score -124386.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124392.078125 Penalty: 3489.056396
	Iteration 12Q: 3 clusters Score -124392.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -124395.796875 Penalty: 3489.056396
	Iteration 13Q: 3 clusters Score -124395.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -124395.796875 Penalty: 3489.056396
	Iteration 14F: 3 clusters Score -124395.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -28351.998047 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -28352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27130.511719 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -27130.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27277.271484 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -27277.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27354.876953 Penalty: 2791.300049
	Iteration 2F: 3 clusters Score -27354.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27393.984375 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -27393.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27399.875000 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -27399.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27405.054688 Penalty: 2791.300049
	Iteration 5Q: 3 clusters Score -27405.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27410.308594 Penalty: 2791.300049
	Iteration 6Q: 3 clusters Score -27410.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27410.308594 Penalty: 2791.300049
	Iteration 7F: 3 clusters Score -27410.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Entering Unmasked Estep 
Score: -821351.375000 Penalty: 2202.867432
	Iteration 0F: 2 clusters Score -821351.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -815410.500000 Penalty: 4405.734863
	Iteration 0F: 3 clusters Score -815410.5 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -816961.437500 Penalty: 4405.734863
	Iteration 1F: 3 clusters Score -816961.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -817212.875000 Penalty: 4405.734863
	Iteration 2F: 3 clusters Score -817212.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -817357.687500 Penalty: 4405.734863
	Iteration 3Q: 3 clusters Score -817357.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -817467.000000 Penalty: 4405.734863
	Iteration 4Q: 3 clusters Score -817467 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -817571.812500 Penalty: 4405.734863
	Iteration 5Q: 3 clusters Score -817571.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -817669.312500 Penalty: 4405.734863
	Iteration 6Q: 3 clusters Score -817669.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -817767.937500 Penalty: 4405.734863
	Iteration 7Q: 3 clusters Score -817767.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -817855.500000 Penalty: 4405.734863
	Iteration 8Q: 3 clusters Score -817855.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -817943.875000 Penalty: 4405.734863
	Iteration 9Q: 3 clusters Score -817943.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -818026.437500 Penalty: 4405.734863
	Iteration 10Q: 3 clusters Score -818026.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -818131.437500 Penalty: 4405.734863
	Iteration 11Q: 3 clusters Score -818131.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -818236.312500 Penalty: 4405.734863
	Iteration 12Q: 3 clusters Score -818236.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -818348.000000 Penalty: 4405.734863
	Iteration 13Q: 3 clusters Score -818348 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -818475.812500 Penalty: 4405.734863
	Iteration 14Q: 3 clusters Score -818475.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -818606.875000 Penalty: 4405.734863
	Iteration 15Q: 3 clusters Score -818606.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -818734.062500 Penalty: 4405.734863
	Iteration 16Q: 3 clusters Score -818734.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -818834.562500 Penalty: 4405.734863
	Iteration 17Q: 3 clusters Score -818834.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -818944.187500 Penalty: 4405.734863
	Iteration 18Q: 3 clusters Score -818944.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -819038.250000 Penalty: 4405.734863
	Iteration 19Q: 3 clusters Score -819038.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -819125.562500 Penalty: 4405.734863
	Iteration 20F: 3 clusters Score -819125.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -819185.312500 Penalty: 4405.734863
	Iteration 21Q: 3 clusters Score -819185.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -819228.000000 Penalty: 4405.734863
	Iteration 22Q: 3 clusters Score -819228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -819260.312500 Penalty: 4405.734863
	Iteration 23Q: 3 clusters Score -819260.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -819289.562500 Penalty: 4405.734863
	Iteration 24Q: 3 clusters Score -819289.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -819305.500000 Penalty: 4405.734863
	Iteration 25Q: 3 clusters Score -819305.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -819325.562500 Penalty: 4405.734863
	Iteration 26Q: 3 clusters Score -819325.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -819345.687500 Penalty: 4405.734863
	Iteration 27Q: 3 clusters Score -819345.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -819360.187500 Penalty: 4405.734863
	Iteration 28Q: 3 clusters Score -819360.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -819370.937500 Penalty: 4405.734863
	Iteration 29Q: 3 clusters Score -819370.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -819383.312500 Penalty: 4405.734863
	Iteration 30Q: 3 clusters Score -819383.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -819392.312500 Penalty: 4405.734863
	Iteration 31Q: 3 clusters Score -819392.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -819399.750000 Penalty: 4405.734863
	Iteration 32Q: 3 clusters Score -819399.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -819407.062500 Penalty: 4405.734863
	Iteration 33Q: 3 clusters Score -819407.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -819409.312500 Penalty: 4405.734863
	Iteration 34Q: 3 clusters Score -819409.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -819411.500000 Penalty: 4405.734863
	Iteration 35Q: 3 clusters Score -819411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -819413.625000 Penalty: 4405.734863
	Iteration 36Q: 3 clusters Score -819413.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -819416.625000 Penalty: 4405.734863
	Iteration 37Q: 3 clusters Score -819416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -819416.625000 Penalty: 4405.734863
	Iteration 38Q: 3 clusters Score -819416.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -819417.750000 Penalty: 4405.734863
	Iteration 39Q: 3 clusters Score -819417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -819416.375000 Penalty: 4405.734863
	Iteration 40F: 3 clusters Score -819416.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Entering Unmasked Estep 
Score: -309314.718750 Penalty: 1957.050049
	Iteration 0F: 2 clusters Score -309314.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -306210.375000 Penalty: 3914.100098
	Iteration 0F: 3 clusters Score -306210.4 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -306772.593750 Penalty: 3914.100098
	Iteration 1F: 3 clusters Score -306772.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -306929.593750 Penalty: 3914.100098
	Iteration 2F: 3 clusters Score -306929.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -307016.437500 Penalty: 3914.100098
	Iteration 3Q: 3 clusters Score -307016.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -307074.125000 Penalty: 3914.100098
	Iteration 4Q: 3 clusters Score -307074.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -307115.656250 Penalty: 3914.100098
	Iteration 5Q: 3 clusters Score -307115.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -307157.562500 Penalty: 3914.100098
	Iteration 6Q: 3 clusters Score -307157.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -307185.875000 Penalty: 3914.100098
	Iteration 7Q: 3 clusters Score -307185.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -307204.812500 Penalty: 3914.100098
	Iteration 8Q: 3 clusters Score -307204.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -307216.843750 Penalty: 3914.100098
	Iteration 9Q: 3 clusters Score -307216.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -307226.468750 Penalty: 3914.100098
	Iteration 10Q: 3 clusters Score -307226.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -307242.812500 Penalty: 3914.100098
	Iteration 11Q: 3 clusters Score -307242.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -307259.906250 Penalty: 3914.100098
	Iteration 12Q: 3 clusters Score -307259.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -307274.437500 Penalty: 3914.100098
	Iteration 13Q: 3 clusters Score -307274.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -307287.468750 Penalty: 3914.100098
	Iteration 14Q: 3 clusters Score -307287.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -307294.093750 Penalty: 3914.100098
	Iteration 15Q: 3 clusters Score -307294.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -307300.281250 Penalty: 3914.100098
	Iteration 16Q: 3 clusters Score -307300.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -307308.468750 Penalty: 3914.100098
	Iteration 17Q: 3 clusters Score -307308.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -307317.125000 Penalty: 3914.100098
	Iteration 18Q: 3 clusters Score -307317.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -307330.843750 Penalty: 3914.100098
	Iteration 19Q: 3 clusters Score -307330.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -307342.593750 Penalty: 3914.100098
	Iteration 20F: 3 clusters Score -307342.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -307349.875000 Penalty: 3914.100098
	Iteration 21Q: 3 clusters Score -307349.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -307355.000000 Penalty: 3914.100098
	Iteration 22Q: 3 clusters Score -307355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -307363.062500 Penalty: 3914.100098
	Iteration 23Q: 3 clusters Score -307363.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -307371.062500 Penalty: 3914.100098
	Iteration 24Q: 3 clusters Score -307371.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -307375.468750 Penalty: 3914.100098
	Iteration 25Q: 3 clusters Score -307375.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -307378.968750 Penalty: 3914.100098
	Iteration 26Q: 3 clusters Score -307379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -307382.281250 Penalty: 3914.100098
	Iteration 27Q: 3 clusters Score -307382.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -307384.781250 Penalty: 3914.100098
	Iteration 28Q: 3 clusters Score -307384.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -307385.750000 Penalty: 3914.100098
	Iteration 29Q: 3 clusters Score -307385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -307386.625000 Penalty: 3914.100098
	Iteration 30Q: 3 clusters Score -307386.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -307386.625000 Penalty: 3914.100098
	Iteration 31F: 3 clusters Score -307386.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -140001.312500 Penalty: 1804.414429
	Iteration 0F: 2 clusters Score -140001.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -137901.421875 Penalty: 3608.828857
	Iteration 0F: 3 clusters Score -137901.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139180.890625 Penalty: 3608.828857
	Iteration 1F: 3 clusters Score -139180.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -140161.140625 Penalty: 3608.828857
	Iteration 2F: 3 clusters Score -140161.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -140994.140625 Penalty: 3608.828857
	Iteration 3F: 3 clusters Score -140994.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -141629.203125 Penalty: 3608.828857
	Iteration 4F: 3 clusters Score -141629.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -141717.734375 Penalty: 3608.828857
	Iteration 5Q: 3 clusters Score -141717.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -141881.250000 Penalty: 3608.828857
	Iteration 6Q: 3 clusters Score -141881.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -142020.578125 Penalty: 3608.828857
	Iteration 7Q: 3 clusters Score -142020.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -142136.406250 Penalty: 3608.828857
	Iteration 8Q: 3 clusters Score -142136.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -142198.968750 Penalty: 3608.828857
	Iteration 9Q: 3 clusters Score -142199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -142224.625000 Penalty: 3608.828857
	Iteration 10Q: 3 clusters Score -142224.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -142246.609375 Penalty: 3608.828857
	Iteration 11Q: 3 clusters Score -142246.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -142263.109375 Penalty: 3608.828857
	Iteration 12Q: 3 clusters Score -142263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -142271.531250 Penalty: 3608.828857
	Iteration 13Q: 3 clusters Score -142271.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -142274.828125 Penalty: 3608.828857
	Iteration 14Q: 3 clusters Score -142274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -142280.640625 Penalty: 3608.828857
	Iteration 15Q: 3 clusters Score -142280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -142280.859375 Penalty: 3608.828857
	Iteration 16Q: 3 clusters Score -142280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -142284.203125 Penalty: 3608.828857
	Iteration 17Q: 3 clusters Score -142284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -142287.328125 Penalty: 3608.828857
	Iteration 18Q: 3 clusters Score -142287.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -142289.296875 Penalty: 3608.828857
	Iteration 19Q: 3 clusters Score -142289.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -142303.375000 Penalty: 3608.828857
	Iteration 20F: 3 clusters Score -142303.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -142316.812500 Penalty: 3608.828857
	Iteration 21Q: 3 clusters Score -142316.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -142330.656250 Penalty: 3608.828857
	Iteration 22Q: 3 clusters Score -142330.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -142348.125000 Penalty: 3608.828857
	Iteration 23Q: 3 clusters Score -142348.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -142361.484375 Penalty: 3608.828857
	Iteration 24Q: 3 clusters Score -142361.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -142373.421875 Penalty: 3608.828857
	Iteration 25Q: 3 clusters Score -142373.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -142420.218750 Penalty: 3608.828857
	Iteration 26Q: 3 clusters Score -142420.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -142576.640625 Penalty: 3608.828857
	Iteration 27Q: 3 clusters Score -142576.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -142780.875000 Penalty: 3608.828857
	Iteration 28Q: 3 clusters Score -142780.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -142883.625000 Penalty: 3608.828857
	Iteration 29Q: 3 clusters Score -142883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -142887.515625 Penalty: 3608.828857
	Iteration 30Q: 3 clusters Score -142887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -142891.500000 Penalty: 3608.828857
	Iteration 31Q: 3 clusters Score -142891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -142891.500000 Penalty: 3608.828857
	Iteration 32F: 3 clusters Score -142891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 7205 members 
Mstep: Class 6 contains 2674 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 20643 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 42323 members 
Mstep: Class 11 contains 13215 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 66117 members 
Mstep: Class 14 contains 30235 members 
Mstep: Class 15 contains 191447 members 
Mstep: Class 16 contains 3408 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 61706 members 
Mstep: Class 19 contains 26433 members 
Mstep: Class 20 contains 317998 members 
Mstep: Class 21 contains 15484 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 8722 members 
Entering Unmasked Estep 
Score: -92651984.000000 Penalty: 77671.265625
Splitting cluster 7 changes total score from -92650776.000000 to -92651984.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (20643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Entering Unmasked Estep 
Score: -2421304.000000 Penalty: 2463.912842
	Iteration 0F: 2 clusters Score -2421304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2406766.250000 Penalty: 4927.825684
	Iteration 0F: 3 clusters Score -2406766 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2411729.500000 Penalty: 4927.825684
	Iteration 1F: 3 clusters Score -2411730 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2412118.500000 Penalty: 4927.825684
	Iteration 2F: 3 clusters Score -2412118 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2412449.250000 Penalty: 4927.825684
	Iteration 3Q: 3 clusters Score -2412449 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2412774.500000 Penalty: 4927.825684
	Iteration 4Q: 3 clusters Score -2412774 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2413108.750000 Penalty: 4927.825684
	Iteration 5Q: 3 clusters Score -2413109 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2413512.250000 Penalty: 4927.825684
	Iteration 6Q: 3 clusters Score -2413512 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2414088.500000 Penalty: 4927.825684
	Iteration 7Q: 3 clusters Score -2414088 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2414789.000000 Penalty: 4927.825684
	Iteration 8F: 3 clusters Score -2414789 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2415701.000000 Penalty: 4927.825684
	Iteration 9F: 3 clusters Score -2415701 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2416625.000000 Penalty: 4927.825684
	Iteration 10F: 3 clusters Score -2416625 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2417441.000000 Penalty: 4927.825684
	Iteration 11Q: 3 clusters Score -2417441 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2418110.500000 Penalty: 4927.825684
	Iteration 12Q: 3 clusters Score -2418110 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2418536.250000 Penalty: 4927.825684
	Iteration 13Q: 3 clusters Score -2418536 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2418822.750000 Penalty: 4927.825684
	Iteration 14Q: 3 clusters Score -2418823 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2418974.750000 Penalty: 4927.825684
	Iteration 15Q: 3 clusters Score -2418975 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2419074.000000 Penalty: 4927.825684
	Iteration 16Q: 3 clusters Score -2419074 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2419156.000000 Penalty: 4927.825684
	Iteration 17Q: 3 clusters Score -2419156 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2419220.750000 Penalty: 4927.825684
	Iteration 18Q: 3 clusters Score -2419221 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2419266.500000 Penalty: 4927.825684
	Iteration 19Q: 3 clusters Score -2419266 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2419295.500000 Penalty: 4927.825684
	Iteration 20F: 3 clusters Score -2419296 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2419317.000000 Penalty: 4927.825684
	Iteration 21Q: 3 clusters Score -2419317 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2419335.500000 Penalty: 4927.825684
	Iteration 22Q: 3 clusters Score -2419336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2419348.000000 Penalty: 4927.825684
	Iteration 23Q: 3 clusters Score -2419348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2419359.250000 Penalty: 4927.825684
	Iteration 24Q: 3 clusters Score -2419359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2419362.000000 Penalty: 4927.825684
	Iteration 25Q: 3 clusters Score -2419362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2419360.500000 Penalty: 4927.825684
	Iteration 26Q: 3 clusters Score -2419360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2419365.750000 Penalty: 4927.825684
	Iteration 27Q: 3 clusters Score -2419366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2419366.250000 Penalty: 4927.825684
	Iteration 28Q: 3 clusters Score -2419366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2419360.000000 Penalty: 4927.825684
	Iteration 29Q: 3 clusters Score -2419360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2419356.500000 Penalty: 4927.825684
	Iteration 30Q: 3 clusters Score -2419356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2419361.500000 Penalty: 4927.825684
	Iteration 31Q: 3 clusters Score -2419362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2419363.500000 Penalty: 4927.825684
	Iteration 32Q: 3 clusters Score -2419364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2419362.000000 Penalty: 4927.825684
	Iteration 33Q: 3 clusters Score -2419362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2419361.500000 Penalty: 4927.825684
	Iteration 34Q: 3 clusters Score -2419362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2419358.500000 Penalty: 4927.825684
	Iteration 35Q: 3 clusters Score -2419358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2419358.500000 Penalty: 4927.825684
	Iteration 36F: 3 clusters Score -2419358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -54824.109375 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -54824.11 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 266 members 
Entering Unmasked Estep 
Score: -53350.410156 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -53350.41 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53698.527344 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -53698.53 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53940.269531 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -53940.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -54196.839844 Penalty: 3114.146729
	Iteration 3F: 3 clusters Score -54196.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -54394.808594 Penalty: 3114.146729
	Iteration 4F: 3 clusters Score -54394.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -54540.207031 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -54540.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -54626.394531 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -54626.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -54675.171875 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -54675.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54702.765625 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -54702.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54702.765625 Penalty: 3114.146729
	Iteration 9F: 3 clusters Score -54702.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Entering Unmasked Estep 
Score: -4765897.000000 Penalty: 2641.965332
	Iteration 0F: 2 clusters Score -4765897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -4737485.500000 Penalty: 5283.930664
	Iteration 0F: 3 clusters Score -4737486 nChanged 19373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -4747781.000000 Penalty: 5283.930664
	Iteration 1F: 3 clusters Score -4747781 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -4748221.000000 Penalty: 5283.930664
	Iteration 2Q: 3 clusters Score -4748221 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -4748615.000000 Penalty: 5283.930664
	Iteration 3Q: 3 clusters Score -4748615 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -4748987.000000 Penalty: 5283.930664
	Iteration 4Q: 3 clusters Score -4748987 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -4749322.500000 Penalty: 5283.930664
	Iteration 5Q: 3 clusters Score -4749322 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -4749637.500000 Penalty: 5283.930664
	Iteration 6Q: 3 clusters Score -4749638 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -4749995.000000 Penalty: 5283.930664
	Iteration 7Q: 3 clusters Score -4749995 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -4750328.500000 Penalty: 5283.930664
	Iteration 8Q: 3 clusters Score -4750328 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -4750686.500000 Penalty: 5283.930664
	Iteration 9Q: 3 clusters Score -4750686 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -4751031.000000 Penalty: 5283.930664
	Iteration 10Q: 3 clusters Score -4751031 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -4751430.500000 Penalty: 5283.930664
	Iteration 11Q: 3 clusters Score -4751430 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -4751931.000000 Penalty: 5283.930664
	Iteration 12Q: 3 clusters Score -4751931 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -4752475.000000 Penalty: 5283.930664
	Iteration 13Q: 3 clusters Score -4752475 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4753150.000000 Penalty: 5283.930664
	Iteration 14Q: 3 clusters Score -4753150 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -4753908.000000 Penalty: 5283.930664
	Iteration 15Q: 3 clusters Score -4753908 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -4754638.000000 Penalty: 5283.930664
	Iteration 16Q: 3 clusters Score -4754638 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -4755247.000000 Penalty: 5283.930664
	Iteration 17Q: 3 clusters Score -4755247 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -4755691.500000 Penalty: 5283.930664
	Iteration 18Q: 3 clusters Score -4755692 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4756023.000000 Penalty: 5283.930664
	Iteration 19Q: 3 clusters Score -4756023 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -4756231.000000 Penalty: 5283.930664
	Iteration 20F: 3 clusters Score -4756231 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -4756398.500000 Penalty: 5283.930664
	Iteration 21Q: 3 clusters Score -4756398 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -4756530.500000 Penalty: 5283.930664
	Iteration 22Q: 3 clusters Score -4756530 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -4756645.000000 Penalty: 5283.930664
	Iteration 23Q: 3 clusters Score -4756645 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -4756765.500000 Penalty: 5283.930664
	Iteration 24Q: 3 clusters Score -4756766 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -4756895.500000 Penalty: 5283.930664
	Iteration 25Q: 3 clusters Score -4756896 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -4757033.500000 Penalty: 5283.930664
	Iteration 26Q: 3 clusters Score -4757034 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -4757116.000000 Penalty: 5283.930664
	Iteration 27Q: 3 clusters Score -4757116 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -4757231.000000 Penalty: 5283.930664
	Iteration 28Q: 3 clusters Score -4757231 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -4757314.500000 Penalty: 5283.930664
	Iteration 29Q: 3 clusters Score -4757314 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -4757412.000000 Penalty: 5283.930664
	Iteration 30Q: 3 clusters Score -4757412 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -4757512.000000 Penalty: 5283.930664
	Iteration 31Q: 3 clusters Score -4757512 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -4757665.500000 Penalty: 5283.930664
	Iteration 32Q: 3 clusters Score -4757666 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -4757826.000000 Penalty: 5283.930664
	Iteration 33Q: 3 clusters Score -4757826 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -4758033.500000 Penalty: 5283.930664
	Iteration 34Q: 3 clusters Score -4758034 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -4758271.000000 Penalty: 5283.930664
	Iteration 35Q: 3 clusters Score -4758271 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -4758602.500000 Penalty: 5283.930664
	Iteration 36Q: 3 clusters Score -4758602 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -4759103.000000 Penalty: 5283.930664
	Iteration 37Q: 3 clusters Score -4759103 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4759684.000000 Penalty: 5283.930664
	Iteration 38Q: 3 clusters Score -4759684 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -4760459.000000 Penalty: 5283.930664
	Iteration 39Q: 3 clusters Score -4760459 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -4761529.000000 Penalty: 5283.930664
	Iteration 40F: 3 clusters Score -4761529 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -4762167.500000 Penalty: 5283.930664
	Iteration 41Q: 3 clusters Score -4762168 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4762478.000000 Penalty: 5283.930664
	Iteration 42Q: 3 clusters Score -4762478 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -4762697.000000 Penalty: 5283.930664
	Iteration 43Q: 3 clusters Score -4762697 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -4762849.000000 Penalty: 5283.930664
	Iteration 44Q: 3 clusters Score -4762849 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -4762927.500000 Penalty: 5283.930664
	Iteration 45Q: 3 clusters Score -4762928 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -4762997.000000 Penalty: 5283.930664
	Iteration 46Q: 3 clusters Score -4762997 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -4763054.500000 Penalty: 5283.930664
	Iteration 47Q: 3 clusters Score -4763054 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -4763094.500000 Penalty: 5283.930664
	Iteration 48Q: 3 clusters Score -4763094 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -4763136.000000 Penalty: 5283.930664
	Iteration 49Q: 3 clusters Score -4763136 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -4763174.000000 Penalty: 5283.930664
	Iteration 50Q: 3 clusters Score -4763174 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -4763209.000000 Penalty: 5283.930664
	Iteration 51Q: 3 clusters Score -4763209 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -4763253.000000 Penalty: 5283.930664
	Iteration 52Q: 3 clusters Score -4763253 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -4763294.000000 Penalty: 5283.930664
	Iteration 53Q: 3 clusters Score -4763294 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -4763337.500000 Penalty: 5283.930664
	Iteration 54Q: 3 clusters Score -4763338 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -4763369.000000 Penalty: 5283.930664
	Iteration 55Q: 3 clusters Score -4763369 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -4763399.000000 Penalty: 5283.930664
	Iteration 56Q: 3 clusters Score -4763399 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4763432.000000 Penalty: 5283.930664
	Iteration 57Q: 3 clusters Score -4763432 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -4763461.000000 Penalty: 5283.930664
	Iteration 58Q: 3 clusters Score -4763461 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -4763478.000000 Penalty: 5283.930664
	Iteration 59Q: 3 clusters Score -4763478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -4763499.500000 Penalty: 5283.930664
	Iteration 60F: 3 clusters Score -4763500 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -4763507.000000 Penalty: 5283.930664
	Iteration 61Q: 3 clusters Score -4763507 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -4763514.000000 Penalty: 5283.930664
	Iteration 62Q: 3 clusters Score -4763514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -4763515.500000 Penalty: 5283.930664
	Iteration 63Q: 3 clusters Score -4763516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -4763528.500000 Penalty: 5283.930664
	Iteration 64Q: 3 clusters Score -4763528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -4763553.500000 Penalty: 5283.930664
	Iteration 65Q: 3 clusters Score -4763554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -4763546.000000 Penalty: 5283.930664
	Iteration 66Q: 3 clusters Score -4763546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -4763543.500000 Penalty: 5283.930664
	Iteration 67Q: 3 clusters Score -4763544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -4763558.000000 Penalty: 5283.930664
	Iteration 68Q: 3 clusters Score -4763558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -4763563.000000 Penalty: 5283.930664
	Iteration 69Q: 3 clusters Score -4763563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -4763568.500000 Penalty: 5283.930664
	Iteration 70Q: 3 clusters Score -4763568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -4763574.000000 Penalty: 5283.930664
	Iteration 71Q: 3 clusters Score -4763574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -4763591.500000 Penalty: 5283.930664
	Iteration 72Q: 3 clusters Score -4763592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -4763582.000000 Penalty: 5283.930664
	Iteration 73Q: 3 clusters Score -4763582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -4763587.500000 Penalty: 5283.930664
	Iteration 74Q: 3 clusters Score -4763588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -4763589.500000 Penalty: 5283.930664
	Iteration 75Q: 3 clusters Score -4763590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -4763596.000000 Penalty: 5283.930664
	Iteration 76Q: 3 clusters Score -4763596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -4763605.000000 Penalty: 5283.930664
	Iteration 77Q: 3 clusters Score -4763605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -4763601.500000 Penalty: 5283.930664
	Iteration 78Q: 3 clusters Score -4763602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -4763606.500000 Penalty: 5283.930664
	Iteration 79Q: 3 clusters Score -4763606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -4763602.500000 Penalty: 5283.930664
	Iteration 80F: 3 clusters Score -4763602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -4763607.000000 Penalty: 5283.930664
	Iteration 81Q: 3 clusters Score -4763607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -4763607.000000 Penalty: 5283.930664
	Iteration 82Q: 3 clusters Score -4763607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -4763612.000000 Penalty: 5283.930664
	Iteration 83Q: 3 clusters Score -4763612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -4763611.000000 Penalty: 5283.930664
	Iteration 84Q: 3 clusters Score -4763611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -4763610.500000 Penalty: 5283.930664
	Iteration 85Q: 3 clusters Score -4763610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -4763610.500000 Penalty: 5283.930664
	Iteration 86F: 3 clusters Score -4763610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Entering Unmasked Estep 
Score: -1427326.875000 Penalty: 2353.298828
	Iteration 0F: 2 clusters Score -1427327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1417546.250000 Penalty: 4706.597656
	Iteration 0F: 3 clusters Score -1417546 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1420476.500000 Penalty: 4706.597656
	Iteration 1F: 3 clusters Score -1420476 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1420791.250000 Penalty: 4706.597656
	Iteration 2F: 3 clusters Score -1420791 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1421010.125000 Penalty: 4706.597656
	Iteration 3Q: 3 clusters Score -1421010 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1421190.500000 Penalty: 4706.597656
	Iteration 4Q: 3 clusters Score -1421190 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1421338.750000 Penalty: 4706.597656
	Iteration 5Q: 3 clusters Score -1421339 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1421481.875000 Penalty: 4706.597656
	Iteration 6Q: 3 clusters Score -1421482 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1421647.375000 Penalty: 4706.597656
	Iteration 7Q: 3 clusters Score -1421647 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1421836.625000 Penalty: 4706.597656
	Iteration 8Q: 3 clusters Score -1421837 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1422053.375000 Penalty: 4706.597656
	Iteration 9Q: 3 clusters Score -1422053 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1422325.875000 Penalty: 4706.597656
	Iteration 10Q: 3 clusters Score -1422326 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1422719.250000 Penalty: 4706.597656
	Iteration 11Q: 3 clusters Score -1422719 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1423179.125000 Penalty: 4706.597656
	Iteration 12Q: 3 clusters Score -1423179 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1423667.750000 Penalty: 4706.597656
	Iteration 13Q: 3 clusters Score -1423668 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1424096.750000 Penalty: 4706.597656
	Iteration 14Q: 3 clusters Score -1424097 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1424456.500000 Penalty: 4706.597656
	Iteration 15Q: 3 clusters Score -1424456 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1424754.125000 Penalty: 4706.597656
	Iteration 16Q: 3 clusters Score -1424754 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1424944.625000 Penalty: 4706.597656
	Iteration 17Q: 3 clusters Score -1424945 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1425073.375000 Penalty: 4706.597656
	Iteration 18Q: 3 clusters Score -1425073 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1425156.000000 Penalty: 4706.597656
	Iteration 19Q: 3 clusters Score -1425156 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1425204.000000 Penalty: 4706.597656
	Iteration 20F: 3 clusters Score -1425204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1425246.625000 Penalty: 4706.597656
	Iteration 21Q: 3 clusters Score -1425247 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1425276.250000 Penalty: 4706.597656
	Iteration 22Q: 3 clusters Score -1425276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1425299.250000 Penalty: 4706.597656
	Iteration 23Q: 3 clusters Score -1425299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1425311.875000 Penalty: 4706.597656
	Iteration 24Q: 3 clusters Score -1425312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1425324.500000 Penalty: 4706.597656
	Iteration 25Q: 3 clusters Score -1425324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1425335.250000 Penalty: 4706.597656
	Iteration 26Q: 3 clusters Score -1425335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1425347.375000 Penalty: 4706.597656
	Iteration 27Q: 3 clusters Score -1425347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1425355.375000 Penalty: 4706.597656
	Iteration 28Q: 3 clusters Score -1425355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1425370.125000 Penalty: 4706.597656
	Iteration 29Q: 3 clusters Score -1425370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1425379.125000 Penalty: 4706.597656
	Iteration 30Q: 3 clusters Score -1425379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1425383.125000 Penalty: 4706.597656
	Iteration 31Q: 3 clusters Score -1425383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1425391.000000 Penalty: 4706.597656
	Iteration 32Q: 3 clusters Score -1425391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1425394.875000 Penalty: 4706.597656
	Iteration 33Q: 3 clusters Score -1425395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1425402.125000 Penalty: 4706.597656
	Iteration 34Q: 3 clusters Score -1425402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1425411.250000 Penalty: 4706.597656
	Iteration 35Q: 3 clusters Score -1425411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1425421.375000 Penalty: 4706.597656
	Iteration 36Q: 3 clusters Score -1425421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1425429.875000 Penalty: 4706.597656
	Iteration 37Q: 3 clusters Score -1425430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1425433.875000 Penalty: 4706.597656
	Iteration 38Q: 3 clusters Score -1425434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1425445.375000 Penalty: 4706.597656
	Iteration 39Q: 3 clusters Score -1425445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1425449.500000 Penalty: 4706.597656
	Iteration 40F: 3 clusters Score -1425450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1425452.250000 Penalty: 4706.597656
	Iteration 41Q: 3 clusters Score -1425452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1425455.625000 Penalty: 4706.597656
	Iteration 42Q: 3 clusters Score -1425456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1425460.750000 Penalty: 4706.597656
	Iteration 43Q: 3 clusters Score -1425461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1425460.000000 Penalty: 4706.597656
	Iteration 44Q: 3 clusters Score -1425460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1425464.250000 Penalty: 4706.597656
	Iteration 45Q: 3 clusters Score -1425464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1425465.750000 Penalty: 4706.597656
	Iteration 46Q: 3 clusters Score -1425466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1425466.375000 Penalty: 4706.597656
	Iteration 47Q: 3 clusters Score -1425466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1425465.500000 Penalty: 4706.597656
	Iteration 48Q: 3 clusters Score -1425466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1425465.875000 Penalty: 4706.597656
	Iteration 49Q: 3 clusters Score -1425466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1425469.500000 Penalty: 4706.597656
	Iteration 50Q: 3 clusters Score -1425470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1425473.750000 Penalty: 4706.597656
	Iteration 51Q: 3 clusters Score -1425474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1425475.375000 Penalty: 4706.597656
	Iteration 52Q: 3 clusters Score -1425475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1425478.000000 Penalty: 4706.597656
	Iteration 53Q: 3 clusters Score -1425478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1425479.125000 Penalty: 4706.597656
	Iteration 54Q: 3 clusters Score -1425479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1425479.125000 Penalty: 4706.597656
	Iteration 55F: 3 clusters Score -1425479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -106035.820312 Penalty: 1744.528198
	Iteration 0F: 2 clusters Score -106035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -104124.742188 Penalty: 3489.056396
	Iteration 0F: 3 clusters Score -104124.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -104819.492188 Penalty: 3489.056396
	Iteration 1F: 3 clusters Score -104819.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -105327.750000 Penalty: 3489.056396
	Iteration 2F: 3 clusters Score -105327.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -106036.257812 Penalty: 3489.056396
	Iteration 3F: 3 clusters Score -106036.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -106545.539062 Penalty: 3489.056396
	Iteration 4F: 3 clusters Score -106545.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -107078.703125 Penalty: 3489.056396
	Iteration 5F: 3 clusters Score -107078.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107178.570312 Penalty: 3489.056396
	Iteration 6Q: 3 clusters Score -107178.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -107252.851562 Penalty: 3489.056396
	Iteration 7Q: 3 clusters Score -107252.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -107301.750000 Penalty: 3489.056396
	Iteration 8Q: 3 clusters Score -107301.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -107347.359375 Penalty: 3489.056396
	Iteration 9Q: 3 clusters Score -107347.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -107438.359375 Penalty: 3489.056396
	Iteration 10Q: 3 clusters Score -107438.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -107576.320312 Penalty: 3489.056396
	Iteration 11Q: 3 clusters Score -107576.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -107750.250000 Penalty: 3489.056396
	Iteration 12Q: 3 clusters Score -107750.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -108063.601562 Penalty: 3489.056396
	Iteration 13Q: 3 clusters Score -108063.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -108128.140625 Penalty: 3489.056396
	Iteration 14Q: 3 clusters Score -108128.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -108167.804688 Penalty: 3489.056396
	Iteration 15Q: 3 clusters Score -108167.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -108178.851562 Penalty: 3489.056396
	Iteration 16Q: 3 clusters Score -108178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -108179.648438 Penalty: 3489.056396
	Iteration 17Q: 3 clusters Score -108179.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -108179.648438 Penalty: 3489.056396
	Iteration 18F: 3 clusters Score -108179.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 7205 members 
Mstep: Class 6 contains 2674 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 20643 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 42323 members 
Mstep: Class 11 contains 13215 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 66117 members 
Mstep: Class 14 contains 30235 members 
Mstep: Class 15 contains 191447 members 
Mstep: Class 16 contains 3408 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 61706 members 
Mstep: Class 19 contains 26433 members 
Mstep: Class 20 contains 317998 members 
Mstep: Class 21 contains 15484 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 8722 members 
Mstep: Class 24 contains 697 members 
Entering Unmasked Estep 
Score: -92652472.000000 Penalty: 81048.273438
Splitting cluster 12 changes total score from -92650776.000000 to -92652472.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (66117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Entering Unmasked Estep 
Score: -7667286.500000 Penalty: 2752.596924
	Iteration 0F: 2 clusters Score -7667286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -7623138.000000 Penalty: 5505.193848
	Iteration 0F: 3 clusters Score -7623138 nChanged 30710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -7640286.500000 Penalty: 5505.193848
	Iteration 1F: 3 clusters Score -7640286 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -7640819.500000 Penalty: 5505.193848
	Iteration 2Q: 3 clusters Score -7640820 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -7641285.500000 Penalty: 5505.193848
	Iteration 3Q: 3 clusters Score -7641286 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -7641844.500000 Penalty: 5505.193848
	Iteration 4Q: 3 clusters Score -7641844 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -7642566.500000 Penalty: 5505.193848
	Iteration 5Q: 3 clusters Score -7642566 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -7643629.000000 Penalty: 5505.193848
	Iteration 6Q: 3 clusters Score -7643629 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -7645453.000000 Penalty: 5505.193848
	Iteration 7F: 3 clusters Score -7645453 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -7648315.500000 Penalty: 5505.193848
	Iteration 8F: 3 clusters Score -7648316 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -7652332.500000 Penalty: 5505.193848
	Iteration 9F: 3 clusters Score -7652332 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -7656790.500000 Penalty: 5505.193848
	Iteration 10F: 3 clusters Score -7656790 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -7660370.500000 Penalty: 5505.193848
	Iteration 11F: 3 clusters Score -7660370 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -7662612.000000 Penalty: 5505.193848
	Iteration 12Q: 3 clusters Score -7662612 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7663797.000000 Penalty: 5505.193848
	Iteration 13Q: 3 clusters Score -7663797 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7664322.500000 Penalty: 5505.193848
	Iteration 14Q: 3 clusters Score -7664322 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7664605.000000 Penalty: 5505.193848
	Iteration 15Q: 3 clusters Score -7664605 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7664735.500000 Penalty: 5505.193848
	Iteration 16Q: 3 clusters Score -7664736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7664804.000000 Penalty: 5505.193848
	Iteration 17Q: 3 clusters Score -7664804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7664848.500000 Penalty: 5505.193848
	Iteration 18Q: 3 clusters Score -7664848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7664875.500000 Penalty: 5505.193848
	Iteration 19Q: 3 clusters Score -7664876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7664884.500000 Penalty: 5505.193848
	Iteration 20F: 3 clusters Score -7664884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7664894.500000 Penalty: 5505.193848
	Iteration 21Q: 3 clusters Score -7664894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7664903.000000 Penalty: 5505.193848
	Iteration 22Q: 3 clusters Score -7664903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7664907.000000 Penalty: 5505.193848
	Iteration 23Q: 3 clusters Score -7664907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7664922.500000 Penalty: 5505.193848
	Iteration 24Q: 3 clusters Score -7664922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7664933.500000 Penalty: 5505.193848
	Iteration 25Q: 3 clusters Score -7664934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7664929.500000 Penalty: 5505.193848
	Iteration 26Q: 3 clusters Score -7664930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7664941.000000 Penalty: 5505.193848
	Iteration 27Q: 3 clusters Score -7664941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7664947.000000 Penalty: 5505.193848
	Iteration 28Q: 3 clusters Score -7664947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7664948.000000 Penalty: 5505.193848
	Iteration 29Q: 3 clusters Score -7664948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7664958.500000 Penalty: 5505.193848
	Iteration 30Q: 3 clusters Score -7664958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65750 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7664960.000000 Penalty: 5505.193848
	Iteration 31Q: 3 clusters Score -7664960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7664960.500000 Penalty: 5505.193848
	Iteration 32Q: 3 clusters Score -7664960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7664960.500000 Penalty: 5505.193848
	Iteration 33F: 3 clusters Score -7664960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Entering Unmasked Estep 
Score: -3559914.750000 Penalty: 2558.555420
	Iteration 0F: 2 clusters Score -3559915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3539233.500000 Penalty: 5117.110840
	Iteration 0F: 3 clusters Score -3539234 nChanged 13607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3546713.000000 Penalty: 5117.110840
	Iteration 1F: 3 clusters Score -3546713 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3547389.750000 Penalty: 5117.110840
	Iteration 2F: 3 clusters Score -3547390 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3547963.000000 Penalty: 5117.110840
	Iteration 3Q: 3 clusters Score -3547963 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3548530.750000 Penalty: 5117.110840
	Iteration 4Q: 3 clusters Score -3548531 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3549152.000000 Penalty: 5117.110840
	Iteration 5Q: 3 clusters Score -3549152 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3549856.000000 Penalty: 5117.110840
	Iteration 6Q: 3 clusters Score -3549856 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3550730.000000 Penalty: 5117.110840
	Iteration 7F: 3 clusters Score -3550730 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3551793.500000 Penalty: 5117.110840
	Iteration 8F: 3 clusters Score -3551794 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3552961.000000 Penalty: 5117.110840
	Iteration 9F: 3 clusters Score -3552961 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3554015.750000 Penalty: 5117.110840
	Iteration 10Q: 3 clusters Score -3554016 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3554726.250000 Penalty: 5117.110840
	Iteration 11Q: 3 clusters Score -3554726 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3555135.750000 Penalty: 5117.110840
	Iteration 12Q: 3 clusters Score -3555136 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3555408.000000 Penalty: 5117.110840
	Iteration 13Q: 3 clusters Score -3555408 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -3555634.500000 Penalty: 5117.110840
	Iteration 14Q: 3 clusters Score -3555634 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -3555787.250000 Penalty: 5117.110840
	Iteration 15Q: 3 clusters Score -3555787 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3555943.500000 Penalty: 5117.110840
	Iteration 16Q: 3 clusters Score -3555944 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3556093.500000 Penalty: 5117.110840
	Iteration 17Q: 3 clusters Score -3556094 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3556255.500000 Penalty: 5117.110840
	Iteration 18Q: 3 clusters Score -3556256 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -3556395.250000 Penalty: 5117.110840
	Iteration 19Q: 3 clusters Score -3556395 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3556507.250000 Penalty: 5117.110840
	Iteration 20F: 3 clusters Score -3556507 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3556645.750000 Penalty: 5117.110840
	Iteration 21Q: 3 clusters Score -3556646 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3556765.000000 Penalty: 5117.110840
	Iteration 22Q: 3 clusters Score -3556765 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3556891.250000 Penalty: 5117.110840
	Iteration 23Q: 3 clusters Score -3556891 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3557000.500000 Penalty: 5117.110840
	Iteration 24Q: 3 clusters Score -3557000 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3557118.750000 Penalty: 5117.110840
	Iteration 25Q: 3 clusters Score -3557119 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3557199.500000 Penalty: 5117.110840
	Iteration 26Q: 3 clusters Score -3557200 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -3557289.250000 Penalty: 5117.110840
	Iteration 27Q: 3 clusters Score -3557289 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -3557374.250000 Penalty: 5117.110840
	Iteration 28Q: 3 clusters Score -3557374 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3557457.500000 Penalty: 5117.110840
	Iteration 29Q: 3 clusters Score -3557458 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3557536.000000 Penalty: 5117.110840
	Iteration 30Q: 3 clusters Score -3557536 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -3557629.750000 Penalty: 5117.110840
	Iteration 31Q: 3 clusters Score -3557630 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3557699.500000 Penalty: 5117.110840
	Iteration 32Q: 3 clusters Score -3557700 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -3557751.750000 Penalty: 5117.110840
	Iteration 33Q: 3 clusters Score -3557752 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3557799.500000 Penalty: 5117.110840
	Iteration 34Q: 3 clusters Score -3557800 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3557851.750000 Penalty: 5117.110840
	Iteration 35Q: 3 clusters Score -3557852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3557902.250000 Penalty: 5117.110840
	Iteration 36Q: 3 clusters Score -3557902 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -3557929.500000 Penalty: 5117.110840
	Iteration 37Q: 3 clusters Score -3557930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3557948.750000 Penalty: 5117.110840
	Iteration 38Q: 3 clusters Score -3557949 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3557974.750000 Penalty: 5117.110840
	Iteration 39Q: 3 clusters Score -3557975 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -3558002.000000 Penalty: 5117.110840
	Iteration 40F: 3 clusters Score -3558002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3558011.500000 Penalty: 5117.110840
	Iteration 41Q: 3 clusters Score -3558012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3558028.750000 Penalty: 5117.110840
	Iteration 42Q: 3 clusters Score -3558029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3558045.750000 Penalty: 5117.110840
	Iteration 43Q: 3 clusters Score -3558046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3558064.250000 Penalty: 5117.110840
	Iteration 44Q: 3 clusters Score -3558064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3558067.500000 Penalty: 5117.110840
	Iteration 45Q: 3 clusters Score -3558068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3558085.750000 Penalty: 5117.110840
	Iteration 46Q: 3 clusters Score -3558086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -3558099.750000 Penalty: 5117.110840
	Iteration 47Q: 3 clusters Score -3558100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -3558107.750000 Penalty: 5117.110840
	Iteration 48Q: 3 clusters Score -3558108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -3558118.250000 Penalty: 5117.110840
	Iteration 49Q: 3 clusters Score -3558118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3558125.250000 Penalty: 5117.110840
	Iteration 50Q: 3 clusters Score -3558125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3558135.250000 Penalty: 5117.110840
	Iteration 51Q: 3 clusters Score -3558135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3558143.750000 Penalty: 5117.110840
	Iteration 52Q: 3 clusters Score -3558144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3558151.750000 Penalty: 5117.110840
	Iteration 53Q: 3 clusters Score -3558152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3558164.750000 Penalty: 5117.110840
	Iteration 54Q: 3 clusters Score -3558165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -3558167.250000 Penalty: 5117.110840
	Iteration 55Q: 3 clusters Score -3558167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -3558172.500000 Penalty: 5117.110840
	Iteration 56Q: 3 clusters Score -3558172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3558169.000000 Penalty: 5117.110840
	Iteration 57Q: 3 clusters Score -3558169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -3558169.500000 Penalty: 5117.110840
	Iteration 58Q: 3 clusters Score -3558170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -3558175.000000 Penalty: 5117.110840
	Iteration 59Q: 3 clusters Score -3558175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3558174.250000 Penalty: 5117.110840
	Iteration 60F: 3 clusters Score -3558174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -3558185.000000 Penalty: 5117.110840
	Iteration 61Q: 3 clusters Score -3558185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3558183.000000 Penalty: 5117.110840
	Iteration 62Q: 3 clusters Score -3558183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3558192.000000 Penalty: 5117.110840
	Iteration 63Q: 3 clusters Score -3558192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3558197.000000 Penalty: 5117.110840
	Iteration 64Q: 3 clusters Score -3558197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3558192.250000 Penalty: 5117.110840
	Iteration 65Q: 3 clusters Score -3558192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -3558191.750000 Penalty: 5117.110840
	Iteration 66Q: 3 clusters Score -3558192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -3558195.000000 Penalty: 5117.110840
	Iteration 67Q: 3 clusters Score -3558195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -3558192.250000 Penalty: 5117.110840
	Iteration 68Q: 3 clusters Score -3558192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3558192.000000 Penalty: 5117.110840
	Iteration 69Q: 3 clusters Score -3558192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3558195.500000 Penalty: 5117.110840
	Iteration 70Q: 3 clusters Score -3558196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -3558195.250000 Penalty: 5117.110840
	Iteration 71Q: 3 clusters Score -3558195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -3558193.750000 Penalty: 5117.110840
	Iteration 72Q: 3 clusters Score -3558194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3558193.750000 Penalty: 5117.110840
	Iteration 73Q: 3 clusters Score -3558194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3558195.750000 Penalty: 5117.110840
	Iteration 74Q: 3 clusters Score -3558196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -3558197.500000 Penalty: 5117.110840
	Iteration 75Q: 3 clusters Score -3558198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3558200.250000 Penalty: 5117.110840
	Iteration 76Q: 3 clusters Score -3558200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -3558196.750000 Penalty: 5117.110840
	Iteration 77Q: 3 clusters Score -3558197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3558195.500000 Penalty: 5117.110840
	Iteration 78Q: 3 clusters Score -3558196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3558195.500000 Penalty: 5117.110840
	Iteration 79F: 3 clusters Score -3558196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (191447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191447 members 
Entering Unmasked Estep 
Score: -22150998.000000 Penalty: 3016.266846
	Iteration 0F: 2 clusters Score -2.2151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 95735 members 
Entering Unmasked Estep 
Score: -22025992.000000 Penalty: 6032.533691
	Iteration 0F: 3 clusters Score -2.202599e+07 nChanged 91742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 96247 members 
Entering Unmasked Estep 
Score: -22079772.000000 Penalty: 6032.533691
	Iteration 1F: 3 clusters Score -2.207977e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94794 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -22080866.000000 Penalty: 6032.533691
	Iteration 2Q: 3 clusters Score -2.208087e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -22082392.000000 Penalty: 6032.533691
	Iteration 3Q: 3 clusters Score -2.208239e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93309 members 
Mstep: Class 2 contains 98138 members 
Entering Unmasked Estep 
Score: -22084230.000000 Penalty: 6032.533691
	Iteration 4Q: 3 clusters Score -2.208423e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 99169 members 
Entering Unmasked Estep 
Score: -22086456.000000 Penalty: 6032.533691
	Iteration 5Q: 3 clusters Score -2.208646e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 100389 members 
Entering Unmasked Estep 
Score: -22089108.000000 Penalty: 6032.533691
	Iteration 6Q: 3 clusters Score -2.208911e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 101711 members 
Entering Unmasked Estep 
Score: -22092438.000000 Penalty: 6032.533691
	Iteration 7Q: 3 clusters Score -2.209244e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 102905 members 
Entering Unmasked Estep 
Score: -22096460.000000 Penalty: 6032.533691
	Iteration 8Q: 3 clusters Score -2.209646e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 103745 members 
Entering Unmasked Estep 
Score: -22101746.000000 Penalty: 6032.533691
	Iteration 9F: 3 clusters Score -2.210175e+07 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -22108534.000000 Penalty: 6032.533691
	Iteration 10F: 3 clusters Score -2.210853e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 103706 members 
Entering Unmasked Estep 
Score: -22116330.000000 Penalty: 6032.533691
	Iteration 11F: 3 clusters Score -2.211633e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88365 members 
Mstep: Class 2 contains 103082 members 
Entering Unmasked Estep 
Score: -22121618.000000 Penalty: 6032.533691
	Iteration 12F: 3 clusters Score -2.212162e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -22123982.000000 Penalty: 6032.533691
	Iteration 13Q: 3 clusters Score -2.212398e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Mstep: Class 2 contains 101967 members 
Entering Unmasked Estep 
Score: -22125132.000000 Penalty: 6032.533691
	Iteration 14Q: 3 clusters Score -2.212513e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 101500 members 
Entering Unmasked Estep 
Score: -22125726.000000 Penalty: 6032.533691
	Iteration 15Q: 3 clusters Score -2.212573e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -22126340.000000 Penalty: 6032.533691
	Iteration 16Q: 3 clusters Score -2.212634e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90890 members 
Mstep: Class 2 contains 100557 members 
Entering Unmasked Estep 
Score: -22126626.000000 Penalty: 6032.533691
	Iteration 17Q: 3 clusters Score -2.212663e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 100093 members 
Entering Unmasked Estep 
Score: -22127092.000000 Penalty: 6032.533691
	Iteration 18Q: 3 clusters Score -2.212709e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 99650 members 
Entering Unmasked Estep 
Score: -22127620.000000 Penalty: 6032.533691
	Iteration 19Q: 3 clusters Score -2.212762e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 99167 members 
Entering Unmasked Estep 
Score: -22128096.000000 Penalty: 6032.533691
	Iteration 20F: 3 clusters Score -2.21281e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -22128604.000000 Penalty: 6032.533691
	Iteration 21Q: 3 clusters Score -2.21286e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93287 members 
Mstep: Class 2 contains 98160 members 
Entering Unmasked Estep 
Score: -22128962.000000 Penalty: 6032.533691
	Iteration 22Q: 3 clusters Score -2.212896e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93782 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -22129300.000000 Penalty: 6032.533691
	Iteration 23Q: 3 clusters Score -2.21293e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 97108 members 
Entering Unmasked Estep 
Score: -22129688.000000 Penalty: 6032.533691
	Iteration 24Q: 3 clusters Score -2.212969e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94896 members 
Mstep: Class 2 contains 96551 members 
Entering Unmasked Estep 
Score: -22129952.000000 Penalty: 6032.533691
	Iteration 25Q: 3 clusters Score -2.212995e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95418 members 
Mstep: Class 2 contains 96029 members 
Entering Unmasked Estep 
Score: -22130130.000000 Penalty: 6032.533691
	Iteration 26Q: 3 clusters Score -2.213013e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -22130290.000000 Penalty: 6032.533691
	Iteration 27Q: 3 clusters Score -2.213029e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 95063 members 
Entering Unmasked Estep 
Score: -22130438.000000 Penalty: 6032.533691
	Iteration 28Q: 3 clusters Score -2.213044e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96807 members 
Mstep: Class 2 contains 94640 members 
Entering Unmasked Estep 
Score: -22130604.000000 Penalty: 6032.533691
	Iteration 29Q: 3 clusters Score -2.21306e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 94197 members 
Entering Unmasked Estep 
Score: -22130568.000000 Penalty: 6032.533691
	Iteration 30Q: 3 clusters Score -2.213057e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97653 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -22130672.000000 Penalty: 6032.533691
	Iteration 31Q: 3 clusters Score -2.213067e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 93428 members 
Entering Unmasked Estep 
Score: -22130760.000000 Penalty: 6032.533691
	Iteration 32Q: 3 clusters Score -2.213076e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98435 members 
Mstep: Class 2 contains 93012 members 
Entering Unmasked Estep 
Score: -22130772.000000 Penalty: 6032.533691
	Iteration 33Q: 3 clusters Score -2.213077e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98820 members 
Mstep: Class 2 contains 92627 members 
Entering Unmasked Estep 
Score: -22130882.000000 Penalty: 6032.533691
	Iteration 34Q: 3 clusters Score -2.213088e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99203 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -22130892.000000 Penalty: 6032.533691
	Iteration 35Q: 3 clusters Score -2.213089e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99615 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -22130940.000000 Penalty: 6032.533691
	Iteration 36Q: 3 clusters Score -2.213094e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100049 members 
Mstep: Class 2 contains 91398 members 
Entering Unmasked Estep 
Score: -22131036.000000 Penalty: 6032.533691
	Iteration 37Q: 3 clusters Score -2.213104e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100484 members 
Mstep: Class 2 contains 90963 members 
Entering Unmasked Estep 
Score: -22131058.000000 Penalty: 6032.533691
	Iteration 38Q: 3 clusters Score -2.213106e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 90535 members 
Entering Unmasked Estep 
Score: -22131058.000000 Penalty: 6032.533691
	Iteration 39Q: 3 clusters Score -2.213106e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101377 members 
Mstep: Class 2 contains 90070 members 
Entering Unmasked Estep 
Score: -22131044.000000 Penalty: 6032.533691
	Iteration 40F: 3 clusters Score -2.213104e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101873 members 
Mstep: Class 2 contains 89574 members 
Entering Unmasked Estep 
Score: -22131090.000000 Penalty: 6032.533691
	Iteration 41Q: 3 clusters Score -2.213109e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102377 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -22131178.000000 Penalty: 6032.533691
	Iteration 42Q: 3 clusters Score -2.213118e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102930 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -22131208.000000 Penalty: 6032.533691
	Iteration 43Q: 3 clusters Score -2.213121e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103469 members 
Mstep: Class 2 contains 87978 members 
Entering Unmasked Estep 
Score: -22131236.000000 Penalty: 6032.533691
	Iteration 44Q: 3 clusters Score -2.213124e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103991 members 
Mstep: Class 2 contains 87456 members 
Entering Unmasked Estep 
Score: -22131310.000000 Penalty: 6032.533691
	Iteration 45Q: 3 clusters Score -2.213131e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 86863 members 
Entering Unmasked Estep 
Score: -22131300.000000 Penalty: 6032.533691
	Iteration 46Q: 3 clusters Score -2.21313e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105210 members 
Mstep: Class 2 contains 86237 members 
Entering Unmasked Estep 
Score: -22131306.000000 Penalty: 6032.533691
	Iteration 47Q: 3 clusters Score -2.213131e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105873 members 
Mstep: Class 2 contains 85574 members 
Entering Unmasked Estep 
Score: -22131312.000000 Penalty: 6032.533691
	Iteration 48Q: 3 clusters Score -2.213131e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106542 members 
Mstep: Class 2 contains 84905 members 
Entering Unmasked Estep 
Score: -22131312.000000 Penalty: 6032.533691
	Iteration 49Q: 3 clusters Score -2.213131e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107270 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -22131382.000000 Penalty: 6032.533691
	Iteration 50Q: 3 clusters Score -2.213138e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -22131356.000000 Penalty: 6032.533691
	Iteration 51Q: 3 clusters Score -2.213136e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108949 members 
Mstep: Class 2 contains 82498 members 
Entering Unmasked Estep 
Score: -22131360.000000 Penalty: 6032.533691
	Iteration 52Q: 3 clusters Score -2.213136e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 81568 members 
Entering Unmasked Estep 
Score: -22131482.000000 Penalty: 6032.533691
	Iteration 53Q: 3 clusters Score -2.213148e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110914 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -22131602.000000 Penalty: 6032.533691
	Iteration 54Q: 3 clusters Score -2.21316e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112044 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -22131728.000000 Penalty: 6032.533691
	Iteration 55Q: 3 clusters Score -2.213173e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113293 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -22131746.000000 Penalty: 6032.533691
	Iteration 56Q: 3 clusters Score -2.213175e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114566 members 
Mstep: Class 2 contains 76881 members 
Entering Unmasked Estep 
Score: -22131878.000000 Penalty: 6032.533691
	Iteration 57Q: 3 clusters Score -2.213188e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115939 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -22132102.000000 Penalty: 6032.533691
	Iteration 58Q: 3 clusters Score -2.21321e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117433 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -22132280.000000 Penalty: 6032.533691
	Iteration 59Q: 3 clusters Score -2.213228e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119048 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -22132508.000000 Penalty: 6032.533691
	Iteration 60F: 3 clusters Score -2.213251e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120787 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -22132700.000000 Penalty: 6032.533691
	Iteration 61Q: 3 clusters Score -2.21327e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122510 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -22133030.000000 Penalty: 6032.533691
	Iteration 62Q: 3 clusters Score -2.213303e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124332 members 
Mstep: Class 2 contains 67115 members 
Entering Unmasked Estep 
Score: -22133288.000000 Penalty: 6032.533691
	Iteration 63Q: 3 clusters Score -2.213329e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126249 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -22133686.000000 Penalty: 6032.533691
	Iteration 64Q: 3 clusters Score -2.213369e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128215 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -22134012.000000 Penalty: 6032.533691
	Iteration 65Q: 3 clusters Score -2.213401e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130215 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -22134380.000000 Penalty: 6032.533691
	Iteration 66Q: 3 clusters Score -2.213438e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132264 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -22134724.000000 Penalty: 6032.533691
	Iteration 67Q: 3 clusters Score -2.213472e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134406 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -22135080.000000 Penalty: 6032.533691
	Iteration 68Q: 3 clusters Score -2.213508e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136670 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -22135650.000000 Penalty: 6032.533691
	Iteration 69Q: 3 clusters Score -2.213565e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139043 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -22136370.000000 Penalty: 6032.533691
	Iteration 70Q: 3 clusters Score -2.213637e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141532 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -22137014.000000 Penalty: 6032.533691
	Iteration 71Q: 3 clusters Score -2.213701e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144087 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -22137950.000000 Penalty: 6032.533691
	Iteration 72Q: 3 clusters Score -2.213795e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146576 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -22138828.000000 Penalty: 6032.533691
	Iteration 73Q: 3 clusters Score -2.213883e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149092 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -22139526.000000 Penalty: 6032.533691
	Iteration 74Q: 3 clusters Score -2.213953e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151574 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -22140292.000000 Penalty: 6032.533691
	Iteration 75Q: 3 clusters Score -2.214029e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154054 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -22141052.000000 Penalty: 6032.533691
	Iteration 76Q: 3 clusters Score -2.214105e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156446 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -22142024.000000 Penalty: 6032.533691
	Iteration 77Q: 3 clusters Score -2.214202e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158758 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -22142962.000000 Penalty: 6032.533691
	Iteration 78Q: 3 clusters Score -2.214296e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160956 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -22143888.000000 Penalty: 6032.533691
	Iteration 79Q: 3 clusters Score -2.214389e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162993 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -22144774.000000 Penalty: 6032.533691
	Iteration 80F: 3 clusters Score -2.214477e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164883 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -22145552.000000 Penalty: 6032.533691
	Iteration 81Q: 3 clusters Score -2.214555e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166571 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -22146404.000000 Penalty: 6032.533691
	Iteration 82Q: 3 clusters Score -2.21464e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168072 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -22147102.000000 Penalty: 6032.533691
	Iteration 83Q: 3 clusters Score -2.21471e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169415 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -22147678.000000 Penalty: 6032.533691
	Iteration 84Q: 3 clusters Score -2.214768e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170612 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -22148178.000000 Penalty: 6032.533691
	Iteration 85Q: 3 clusters Score -2.214818e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171663 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -22148554.000000 Penalty: 6032.533691
	Iteration 86Q: 3 clusters Score -2.214855e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172584 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -22148898.000000 Penalty: 6032.533691
	Iteration 87Q: 3 clusters Score -2.21489e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173396 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -22149036.000000 Penalty: 6032.533691
	Iteration 88Q: 3 clusters Score -2.214904e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174132 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -22149116.000000 Penalty: 6032.533691
	Iteration 89Q: 3 clusters Score -2.214912e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174800 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -22149288.000000 Penalty: 6032.533691
	Iteration 90Q: 3 clusters Score -2.214929e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175442 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -22149394.000000 Penalty: 6032.533691
	Iteration 91Q: 3 clusters Score -2.214939e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175978 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -22149472.000000 Penalty: 6032.533691
	Iteration 92Q: 3 clusters Score -2.214947e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176488 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -22149536.000000 Penalty: 6032.533691
	Iteration 93Q: 3 clusters Score -2.214954e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176959 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -22149602.000000 Penalty: 6032.533691
	Iteration 94Q: 3 clusters Score -2.21496e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177392 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -22149642.000000 Penalty: 6032.533691
	Iteration 95Q: 3 clusters Score -2.214964e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177822 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -22149678.000000 Penalty: 6032.533691
	Iteration 96Q: 3 clusters Score -2.214968e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178191 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -22149772.000000 Penalty: 6032.533691
	Iteration 97Q: 3 clusters Score -2.214977e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178544 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -22149878.000000 Penalty: 6032.533691
	Iteration 98Q: 3 clusters Score -2.214988e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178892 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -22149924.000000 Penalty: 6032.533691
	Iteration 99Q: 3 clusters Score -2.214992e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179209 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -22150016.000000 Penalty: 6032.533691
	Iteration 100F: 3 clusters Score -2.215002e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179488 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -22149998.000000 Penalty: 6032.533691
	Iteration 101Q: 3 clusters Score -2.215e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179733 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -22150050.000000 Penalty: 6032.533691
	Iteration 102Q: 3 clusters Score -2.215005e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179970 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -22150044.000000 Penalty: 6032.533691
	Iteration 103Q: 3 clusters Score -2.215004e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180180 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -22150044.000000 Penalty: 6032.533691
	Iteration 104Q: 3 clusters Score -2.215004e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180370 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -22150054.000000 Penalty: 6032.533691
	Iteration 105Q: 3 clusters Score -2.215005e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180552 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -22150074.000000 Penalty: 6032.533691
	Iteration 106Q: 3 clusters Score -2.215007e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180719 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -22150038.000000 Penalty: 6032.533691
	Iteration 107Q: 3 clusters Score -2.215004e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180863 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -22150024.000000 Penalty: 6032.533691
	Iteration 108Q: 3 clusters Score -2.215002e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181008 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -22150020.000000 Penalty: 6032.533691
	Iteration 109Q: 3 clusters Score -2.215002e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181140 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -22150022.000000 Penalty: 6032.533691
	Iteration 110Q: 3 clusters Score -2.215002e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181268 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -22150052.000000 Penalty: 6032.533691
	Iteration 111Q: 3 clusters Score -2.215005e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181396 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -22150114.000000 Penalty: 6032.533691
	Iteration 112Q: 3 clusters Score -2.215011e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181524 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -22150094.000000 Penalty: 6032.533691
	Iteration 113Q: 3 clusters Score -2.215009e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181641 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -22150082.000000 Penalty: 6032.533691
	Iteration 114Q: 3 clusters Score -2.215008e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181766 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -22150098.000000 Penalty: 6032.533691
	Iteration 115Q: 3 clusters Score -2.21501e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181884 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -22150064.000000 Penalty: 6032.533691
	Iteration 116Q: 3 clusters Score -2.215006e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181984 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -22150076.000000 Penalty: 6032.533691
	Iteration 117Q: 3 clusters Score -2.215008e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182083 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -22150072.000000 Penalty: 6032.533691
	Iteration 118Q: 3 clusters Score -2.215007e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182192 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -22150064.000000 Penalty: 6032.533691
	Iteration 119Q: 3 clusters Score -2.215006e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182295 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -22150078.000000 Penalty: 6032.533691
	Iteration 120F: 3 clusters Score -2.215008e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182413 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -22150086.000000 Penalty: 6032.533691
	Iteration 121Q: 3 clusters Score -2.215009e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182518 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -22150058.000000 Penalty: 6032.533691
	Iteration 122Q: 3 clusters Score -2.215006e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182618 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -22150068.000000 Penalty: 6032.533691
	Iteration 123Q: 3 clusters Score -2.215007e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182737 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -22150054.000000 Penalty: 6032.533691
	Iteration 124Q: 3 clusters Score -2.215005e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182852 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -22150060.000000 Penalty: 6032.533691
	Iteration 125Q: 3 clusters Score -2.215006e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182941 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -22150052.000000 Penalty: 6032.533691
	Iteration 126Q: 3 clusters Score -2.215005e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183012 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -22150038.000000 Penalty: 6032.533691
	Iteration 127Q: 3 clusters Score -2.215004e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183094 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -22150068.000000 Penalty: 6032.533691
	Iteration 128Q: 3 clusters Score -2.215007e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183166 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -22150052.000000 Penalty: 6032.533691
	Iteration 129Q: 3 clusters Score -2.215005e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183230 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -22150038.000000 Penalty: 6032.533691
	Iteration 130Q: 3 clusters Score -2.215004e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183272 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -22150012.000000 Penalty: 6032.533691
	Iteration 131Q: 3 clusters Score -2.215001e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183313 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -22150030.000000 Penalty: 6032.533691
	Iteration 132Q: 3 clusters Score -2.215003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183343 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -22150008.000000 Penalty: 6032.533691
	Iteration 133Q: 3 clusters Score -2.215001e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183373 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -22150034.000000 Penalty: 6032.533691
	Iteration 134Q: 3 clusters Score -2.215003e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183400 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -22150022.000000 Penalty: 6032.533691
	Iteration 135Q: 3 clusters Score -2.215002e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183430 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -22150022.000000 Penalty: 6032.533691
	Iteration 136Q: 3 clusters Score -2.215002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183456 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -22150022.000000 Penalty: 6032.533691
	Iteration 137Q: 3 clusters Score -2.215002e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183487 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -22150014.000000 Penalty: 6032.533691
	Iteration 138Q: 3 clusters Score -2.215001e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183514 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -22150034.000000 Penalty: 6032.533691
	Iteration 139Q: 3 clusters Score -2.215003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183537 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -22150024.000000 Penalty: 6032.533691
	Iteration 140F: 3 clusters Score -2.215002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183554 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -22150038.000000 Penalty: 6032.533691
	Iteration 141Q: 3 clusters Score -2.215004e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183577 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -22150044.000000 Penalty: 6032.533691
	Iteration 142Q: 3 clusters Score -2.215004e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183603 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -22150052.000000 Penalty: 6032.533691
	Iteration 143Q: 3 clusters Score -2.215005e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183634 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -22150052.000000 Penalty: 6032.533691
	Iteration 144Q: 3 clusters Score -2.215005e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183660 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -22150024.000000 Penalty: 6032.533691
	Iteration 145Q: 3 clusters Score -2.215002e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183691 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -22150054.000000 Penalty: 6032.533691
	Iteration 146Q: 3 clusters Score -2.215005e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183723 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -22150058.000000 Penalty: 6032.533691
	Iteration 147Q: 3 clusters Score -2.215006e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183759 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -22150094.000000 Penalty: 6032.533691
	Iteration 148Q: 3 clusters Score -2.215009e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183783 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -22150096.000000 Penalty: 6032.533691
	Iteration 149Q: 3 clusters Score -2.21501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183802 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -22150092.000000 Penalty: 6032.533691
	Iteration 150Q: 3 clusters Score -2.215009e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183822 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -22150102.000000 Penalty: 6032.533691
	Iteration 151Q: 3 clusters Score -2.21501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183834 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -22150098.000000 Penalty: 6032.533691
	Iteration 152Q: 3 clusters Score -2.21501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183846 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -22150096.000000 Penalty: 6032.533691
	Iteration 153Q: 3 clusters Score -2.21501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183860 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -22150114.000000 Penalty: 6032.533691
	Iteration 154Q: 3 clusters Score -2.215011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183874 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -22150108.000000 Penalty: 6032.533691
	Iteration 155Q: 3 clusters Score -2.215011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183888 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -22150096.000000 Penalty: 6032.533691
	Iteration 156Q: 3 clusters Score -2.21501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183902 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -22150106.000000 Penalty: 6032.533691
	Iteration 157Q: 3 clusters Score -2.215011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183912 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -22150130.000000 Penalty: 6032.533691
	Iteration 158Q: 3 clusters Score -2.215013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183926 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -22150126.000000 Penalty: 6032.533691
	Iteration 159Q: 3 clusters Score -2.215013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183939 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -22150130.000000 Penalty: 6032.533691
	Iteration 160F: 3 clusters Score -2.215013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183951 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -22150134.000000 Penalty: 6032.533691
	Iteration 161Q: 3 clusters Score -2.215013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183957 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -22150136.000000 Penalty: 6032.533691
	Iteration 162Q: 3 clusters Score -2.215014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183965 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -22150150.000000 Penalty: 6032.533691
	Iteration 163Q: 3 clusters Score -2.215015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183975 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -22150142.000000 Penalty: 6032.533691
	Iteration 164Q: 3 clusters Score -2.215014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183984 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -22150148.000000 Penalty: 6032.533691
	Iteration 165Q: 3 clusters Score -2.215015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183989 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -22150148.000000 Penalty: 6032.533691
	Iteration 166Q: 3 clusters Score -2.215015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183993 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -22150164.000000 Penalty: 6032.533691
	Iteration 167Q: 3 clusters Score -2.215016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183999 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -22150154.000000 Penalty: 6032.533691
	Iteration 168Q: 3 clusters Score -2.215015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184006 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -22150166.000000 Penalty: 6032.533691
	Iteration 169Q: 3 clusters Score -2.215017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184016 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -22150164.000000 Penalty: 6032.533691
	Iteration 170Q: 3 clusters Score -2.215016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184021 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -22150164.000000 Penalty: 6032.533691
	Iteration 171Q: 3 clusters Score -2.215016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184024 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -22150160.000000 Penalty: 6032.533691
	Iteration 172Q: 3 clusters Score -2.215016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184030 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -22150168.000000 Penalty: 6032.533691
	Iteration 173Q: 3 clusters Score -2.215017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184036 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -22150166.000000 Penalty: 6032.533691
	Iteration 174Q: 3 clusters Score -2.215017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184042 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -22150152.000000 Penalty: 6032.533691
	Iteration 175Q: 3 clusters Score -2.215015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184047 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -22150146.000000 Penalty: 6032.533691
	Iteration 176Q: 3 clusters Score -2.215015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184051 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -22150154.000000 Penalty: 6032.533691
	Iteration 177Q: 3 clusters Score -2.215015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184053 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -22150140.000000 Penalty: 6032.533691
	Iteration 178Q: 3 clusters Score -2.215014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184056 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -22150142.000000 Penalty: 6032.533691
	Iteration 179Q: 3 clusters Score -2.215014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184062 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -22150150.000000 Penalty: 6032.533691
	Iteration 180F: 3 clusters Score -2.215015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184066 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -22150156.000000 Penalty: 6032.533691
	Iteration 181Q: 3 clusters Score -2.215016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184072 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -22150150.000000 Penalty: 6032.533691
	Iteration 182Q: 3 clusters Score -2.215015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184075 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -22150146.000000 Penalty: 6032.533691
	Iteration 183Q: 3 clusters Score -2.215015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184076 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -22150142.000000 Penalty: 6032.533691
	Iteration 184Q: 3 clusters Score -2.215014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184077 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -22150134.000000 Penalty: 6032.533691
	Iteration 185Q: 3 clusters Score -2.215013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184078 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -22150132.000000 Penalty: 6032.533691
	Iteration 186Q: 3 clusters Score -2.215013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184078 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -22150132.000000 Penalty: 6032.533691
	Iteration 187F: 3 clusters Score -2.215013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Entering Unmasked Estep 
Score: -375299.625000 Penalty: 2017.202393
	Iteration 0F: 2 clusters Score -375299.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -371749.343750 Penalty: 4034.404785
	Iteration 0F: 3 clusters Score -371749.3 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -372468.000000 Penalty: 4034.404785
	Iteration 1F: 3 clusters Score -372468 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -372633.218750 Penalty: 4034.404785
	Iteration 2F: 3 clusters Score -372633.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -372718.156250 Penalty: 4034.404785
	Iteration 3Q: 3 clusters Score -372718.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -372782.437500 Penalty: 4034.404785
	Iteration 4Q: 3 clusters Score -372782.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -372845.593750 Penalty: 4034.404785
	Iteration 5Q: 3 clusters Score -372845.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -372890.750000 Penalty: 4034.404785
	Iteration 6Q: 3 clusters Score -372890.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -372917.500000 Penalty: 4034.404785
	Iteration 7Q: 3 clusters Score -372917.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -372942.468750 Penalty: 4034.404785
	Iteration 8Q: 3 clusters Score -372942.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -372956.281250 Penalty: 4034.404785
	Iteration 9Q: 3 clusters Score -372956.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -372967.468750 Penalty: 4034.404785
	Iteration 10Q: 3 clusters Score -372967.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -372977.312500 Penalty: 4034.404785
	Iteration 11Q: 3 clusters Score -372977.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -372985.218750 Penalty: 4034.404785
	Iteration 12Q: 3 clusters Score -372985.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -372993.562500 Penalty: 4034.404785
	Iteration 13Q: 3 clusters Score -372993.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -373001.406250 Penalty: 4034.404785
	Iteration 14Q: 3 clusters Score -373001.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -373005.468750 Penalty: 4034.404785
	Iteration 15Q: 3 clusters Score -373005.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -373012.093750 Penalty: 4034.404785
	Iteration 16Q: 3 clusters Score -373012.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -373015.906250 Penalty: 4034.404785
	Iteration 17Q: 3 clusters Score -373015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -373018.343750 Penalty: 4034.404785
	Iteration 18Q: 3 clusters Score -373018.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -373022.812500 Penalty: 4034.404785
	Iteration 19Q: 3 clusters Score -373022.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -373026.406250 Penalty: 4034.404785
	Iteration 20F: 3 clusters Score -373026.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -373030.593750 Penalty: 4034.404785
	Iteration 21Q: 3 clusters Score -373030.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -373035.343750 Penalty: 4034.404785
	Iteration 22Q: 3 clusters Score -373035.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -373038.250000 Penalty: 4034.404785
	Iteration 23Q: 3 clusters Score -373038.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -373040.781250 Penalty: 4034.404785
	Iteration 24Q: 3 clusters Score -373040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -373043.250000 Penalty: 4034.404785
	Iteration 25Q: 3 clusters Score -373043.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -373046.187500 Penalty: 4034.404785
	Iteration 26Q: 3 clusters Score -373046.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -373049.000000 Penalty: 4034.404785
	Iteration 27Q: 3 clusters Score -373049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -373055.500000 Penalty: 4034.404785
	Iteration 28Q: 3 clusters Score -373055.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -373058.218750 Penalty: 4034.404785
	Iteration 29Q: 3 clusters Score -373058.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -373062.437500 Penalty: 4034.404785
	Iteration 30Q: 3 clusters Score -373062.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -373065.312500 Penalty: 4034.404785
	Iteration 31Q: 3 clusters Score -373065.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -373066.406250 Penalty: 4034.404785
	Iteration 32Q: 3 clusters Score -373066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -373067.937500 Penalty: 4034.404785
	Iteration 33Q: 3 clusters Score -373067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -373068.968750 Penalty: 4034.404785
	Iteration 34Q: 3 clusters Score -373069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -373070.312500 Penalty: 4034.404785
	Iteration 35Q: 3 clusters Score -373070.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -373071.031250 Penalty: 4034.404785
	Iteration 36Q: 3 clusters Score -373071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -373071.468750 Penalty: 4034.404785
	Iteration 37Q: 3 clusters Score -373071.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -373071.437500 Penalty: 4034.404785
	Iteration 38Q: 3 clusters Score -373071.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -373073.718750 Penalty: 4034.404785
	Iteration 39Q: 3 clusters Score -373073.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -373075.093750 Penalty: 4034.404785
	Iteration 40F: 3 clusters Score -373075.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -373075.281250 Penalty: 4034.404785
	Iteration 41Q: 3 clusters Score -373075.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -373075.281250 Penalty: 4034.404785
	Iteration 42F: 3 clusters Score -373075.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -193777.187500 Penalty: 1874.253174
	Iteration 0F: 2 clusters Score -193777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -191206.281250 Penalty: 3748.506348
	Iteration 0F: 3 clusters Score -191206.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -191651.593750 Penalty: 3748.506348
	Iteration 1F: 3 clusters Score -191651.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -191778.312500 Penalty: 3748.506348
	Iteration 2F: 3 clusters Score -191778.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -191870.500000 Penalty: 3748.506348
	Iteration 3Q: 3 clusters Score -191870.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -191954.531250 Penalty: 3748.506348
	Iteration 4Q: 3 clusters Score -191954.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -192021.921875 Penalty: 3748.506348
	Iteration 5Q: 3 clusters Score -192021.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -192078.234375 Penalty: 3748.506348
	Iteration 6Q: 3 clusters Score -192078.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -192126.953125 Penalty: 3748.506348
	Iteration 7Q: 3 clusters Score -192127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -192176.281250 Penalty: 3748.506348
	Iteration 8Q: 3 clusters Score -192176.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -192218.500000 Penalty: 3748.506348
	Iteration 9Q: 3 clusters Score -192218.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -192242.390625 Penalty: 3748.506348
	Iteration 10Q: 3 clusters Score -192242.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -192259.468750 Penalty: 3748.506348
	Iteration 11Q: 3 clusters Score -192259.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -192274.890625 Penalty: 3748.506348
	Iteration 12Q: 3 clusters Score -192274.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -192292.125000 Penalty: 3748.506348
	Iteration 13Q: 3 clusters Score -192292.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -192308.375000 Penalty: 3748.506348
	Iteration 14Q: 3 clusters Score -192308.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -192325.671875 Penalty: 3748.506348
	Iteration 15Q: 3 clusters Score -192325.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -192338.265625 Penalty: 3748.506348
	Iteration 16Q: 3 clusters Score -192338.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -192352.593750 Penalty: 3748.506348
	Iteration 17Q: 3 clusters Score -192352.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -192361.218750 Penalty: 3748.506348
	Iteration 18Q: 3 clusters Score -192361.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -192369.640625 Penalty: 3748.506348
	Iteration 19Q: 3 clusters Score -192369.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -192376.406250 Penalty: 3748.506348
	Iteration 20F: 3 clusters Score -192376.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -192379.453125 Penalty: 3748.506348
	Iteration 21Q: 3 clusters Score -192379.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -192380.312500 Penalty: 3748.506348
	Iteration 22Q: 3 clusters Score -192380.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -192381.343750 Penalty: 3748.506348
	Iteration 23Q: 3 clusters Score -192381.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -192383.031250 Penalty: 3748.506348
	Iteration 24Q: 3 clusters Score -192383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -192383.031250 Penalty: 3748.506348
	Iteration 25F: 3 clusters Score -192383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Entering Unmasked Estep 
Score: -7214451.500000 Penalty: 2735.473633
	Iteration 0F: 2 clusters Score -7214452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -7173099.000000 Penalty: 5470.947266
	Iteration 0F: 3 clusters Score -7173099 nChanged 28578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -7189139.500000 Penalty: 5470.947266
	Iteration 1F: 3 clusters Score -7189140 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -7189935.500000 Penalty: 5470.947266
	Iteration 2Q: 3 clusters Score -7189936 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -7190777.500000 Penalty: 5470.947266
	Iteration 3Q: 3 clusters Score -7190778 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -7191845.500000 Penalty: 5470.947266
	Iteration 4Q: 3 clusters Score -7191846 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -7193339.000000 Penalty: 5470.947266
	Iteration 5Q: 3 clusters Score -7193339 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -7195607.000000 Penalty: 5470.947266
	Iteration 6F: 3 clusters Score -7195607 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -7198844.500000 Penalty: 5470.947266
	Iteration 7F: 3 clusters Score -7198844 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -7202548.000000 Penalty: 5470.947266
	Iteration 8F: 3 clusters Score -7202548 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -7205369.000000 Penalty: 5470.947266
	Iteration 9F: 3 clusters Score -7205369 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -7207008.000000 Penalty: 5470.947266
	Iteration 10Q: 3 clusters Score -7207008 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -7207890.500000 Penalty: 5470.947266
	Iteration 11Q: 3 clusters Score -7207890 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -7208513.000000 Penalty: 5470.947266
	Iteration 12Q: 3 clusters Score -7208513 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -7209075.500000 Penalty: 5470.947266
	Iteration 13Q: 3 clusters Score -7209076 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -7209582.500000 Penalty: 5470.947266
	Iteration 14Q: 3 clusters Score -7209582 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -7210132.000000 Penalty: 5470.947266
	Iteration 15Q: 3 clusters Score -7210132 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -7210807.500000 Penalty: 5470.947266
	Iteration 16Q: 3 clusters Score -7210808 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -7211368.500000 Penalty: 5470.947266
	Iteration 17Q: 3 clusters Score -7211368 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -7211882.000000 Penalty: 5470.947266
	Iteration 18Q: 3 clusters Score -7211882 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -7212248.000000 Penalty: 5470.947266
	Iteration 19Q: 3 clusters Score -7212248 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -7212565.000000 Penalty: 5470.947266
	Iteration 20F: 3 clusters Score -7212565 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -7212771.000000 Penalty: 5470.947266
	Iteration 21Q: 3 clusters Score -7212771 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -7212907.500000 Penalty: 5470.947266
	Iteration 22Q: 3 clusters Score -7212908 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -7213013.000000 Penalty: 5470.947266
	Iteration 23Q: 3 clusters Score -7213013 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -7213098.500000 Penalty: 5470.947266
	Iteration 24Q: 3 clusters Score -7213098 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -7213171.000000 Penalty: 5470.947266
	Iteration 25Q: 3 clusters Score -7213171 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -7213228.000000 Penalty: 5470.947266
	Iteration 26Q: 3 clusters Score -7213228 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -7213240.000000 Penalty: 5470.947266
	Iteration 27Q: 3 clusters Score -7213240 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -7213263.500000 Penalty: 5470.947266
	Iteration 28Q: 3 clusters Score -7213264 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -7213304.000000 Penalty: 5470.947266
	Iteration 29Q: 3 clusters Score -7213304 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -7213315.500000 Penalty: 5470.947266
	Iteration 30Q: 3 clusters Score -7213316 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -7213336.500000 Penalty: 5470.947266
	Iteration 31Q: 3 clusters Score -7213336 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -7213371.500000 Penalty: 5470.947266
	Iteration 32Q: 3 clusters Score -7213372 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -7213359.500000 Penalty: 5470.947266
	Iteration 33Q: 3 clusters Score -7213360 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -7213383.500000 Penalty: 5470.947266
	Iteration 34Q: 3 clusters Score -7213384 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -7213372.500000 Penalty: 5470.947266
	Iteration 35Q: 3 clusters Score -7213372 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -7213385.500000 Penalty: 5470.947266
	Iteration 36Q: 3 clusters Score -7213386 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -7213395.500000 Penalty: 5470.947266
	Iteration 37Q: 3 clusters Score -7213396 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -7213412.500000 Penalty: 5470.947266
	Iteration 38Q: 3 clusters Score -7213412 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -7213418.500000 Penalty: 5470.947266
	Iteration 39Q: 3 clusters Score -7213418 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -7213429.000000 Penalty: 5470.947266
	Iteration 40F: 3 clusters Score -7213429 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -7213445.000000 Penalty: 5470.947266
	Iteration 41Q: 3 clusters Score -7213445 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -7213461.500000 Penalty: 5470.947266
	Iteration 42Q: 3 clusters Score -7213462 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -7213481.500000 Penalty: 5470.947266
	Iteration 43Q: 3 clusters Score -7213482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -7213485.000000 Penalty: 5470.947266
	Iteration 44Q: 3 clusters Score -7213485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -7213484.500000 Penalty: 5470.947266
	Iteration 45Q: 3 clusters Score -7213484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -7213491.500000 Penalty: 5470.947266
	Iteration 46Q: 3 clusters Score -7213492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -7213477.000000 Penalty: 5470.947266
	Iteration 47Q: 3 clusters Score -7213477 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -7213482.500000 Penalty: 5470.947266
	Iteration 48Q: 3 clusters Score -7213482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -7213504.000000 Penalty: 5470.947266
	Iteration 49Q: 3 clusters Score -7213504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -7213498.000000 Penalty: 5470.947266
	Iteration 50Q: 3 clusters Score -7213498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -7213507.000000 Penalty: 5470.947266
	Iteration 51Q: 3 clusters Score -7213507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -7213500.500000 Penalty: 5470.947266
	Iteration 52Q: 3 clusters Score -7213500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -7213493.500000 Penalty: 5470.947266
	Iteration 53Q: 3 clusters Score -7213494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -7213506.000000 Penalty: 5470.947266
	Iteration 54Q: 3 clusters Score -7213506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -7213512.500000 Penalty: 5470.947266
	Iteration 55Q: 3 clusters Score -7213512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -7213501.000000 Penalty: 5470.947266
	Iteration 56Q: 3 clusters Score -7213501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -7213519.000000 Penalty: 5470.947266
	Iteration 57Q: 3 clusters Score -7213519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -7213514.000000 Penalty: 5470.947266
	Iteration 58Q: 3 clusters Score -7213514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -7213511.500000 Penalty: 5470.947266
	Iteration 59Q: 3 clusters Score -7213512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -7213518.500000 Penalty: 5470.947266
	Iteration 60F: 3 clusters Score -7213518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -7213521.500000 Penalty: 5470.947266
	Iteration 61Q: 3 clusters Score -7213522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -7213530.000000 Penalty: 5470.947266
	Iteration 62Q: 3 clusters Score -7213530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -7213532.500000 Penalty: 5470.947266
	Iteration 63Q: 3 clusters Score -7213532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -7213525.500000 Penalty: 5470.947266
	Iteration 64Q: 3 clusters Score -7213526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -7213540.500000 Penalty: 5470.947266
	Iteration 65Q: 3 clusters Score -7213540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -7213544.500000 Penalty: 5470.947266
	Iteration 66Q: 3 clusters Score -7213544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -7213533.500000 Penalty: 5470.947266
	Iteration 67Q: 3 clusters Score -7213534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -7213537.500000 Penalty: 5470.947266
	Iteration 68Q: 3 clusters Score -7213538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -7213532.000000 Penalty: 5470.947266
	Iteration 69Q: 3 clusters Score -7213532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -7213529.000000 Penalty: 5470.947266
	Iteration 70Q: 3 clusters Score -7213529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -7213530.500000 Penalty: 5470.947266
	Iteration 71Q: 3 clusters Score -7213530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -7213527.500000 Penalty: 5470.947266
	Iteration 72Q: 3 clusters Score -7213528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -7213529.000000 Penalty: 5470.947266
	Iteration 73Q: 3 clusters Score -7213529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -7213526.500000 Penalty: 5470.947266
	Iteration 74Q: 3 clusters Score -7213526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -7213529.000000 Penalty: 5470.947266
	Iteration 75Q: 3 clusters Score -7213529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -7213530.000000 Penalty: 5470.947266
	Iteration 76Q: 3 clusters Score -7213530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -7213531.000000 Penalty: 5470.947266
	Iteration 77Q: 3 clusters Score -7213531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -7213531.000000 Penalty: 5470.947266
	Iteration 78Q: 3 clusters Score -7213531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -7213534.000000 Penalty: 5470.947266
	Iteration 79Q: 3 clusters Score -7213534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -7213537.000000 Penalty: 5470.947266
	Iteration 80F: 3 clusters Score -7213537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -7213530.000000 Penalty: 5470.947266
	Iteration 81Q: 3 clusters Score -7213530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -7213530.000000 Penalty: 5470.947266
	Iteration 82Q: 3 clusters Score -7213530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -7213534.500000 Penalty: 5470.947266
	Iteration 83Q: 3 clusters Score -7213534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -7213531.500000 Penalty: 5470.947266
	Iteration 84Q: 3 clusters Score -7213532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -7213533.500000 Penalty: 5470.947266
	Iteration 85Q: 3 clusters Score -7213534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -7213539.500000 Penalty: 5470.947266
	Iteration 86Q: 3 clusters Score -7213540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -7213538.000000 Penalty: 5470.947266
	Iteration 87Q: 3 clusters Score -7213538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -7213535.000000 Penalty: 5470.947266
	Iteration 88Q: 3 clusters Score -7213535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -7213537.000000 Penalty: 5470.947266
	Iteration 89Q: 3 clusters Score -7213537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -7213536.000000 Penalty: 5470.947266
	Iteration 90Q: 3 clusters Score -7213536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -7213537.000000 Penalty: 5470.947266
	Iteration 91Q: 3 clusters Score -7213537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -7213538.000000 Penalty: 5470.947266
	Iteration 92Q: 3 clusters Score -7213538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -7213547.500000 Penalty: 5470.947266
	Iteration 93Q: 3 clusters Score -7213548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -7213547.500000 Penalty: 5470.947266
	Iteration 94Q: 3 clusters Score -7213548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -7213549.500000 Penalty: 5470.947266
	Iteration 95Q: 3 clusters Score -7213550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -7213549.000000 Penalty: 5470.947266
	Iteration 96Q: 3 clusters Score -7213549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -7213553.500000 Penalty: 5470.947266
	Iteration 97Q: 3 clusters Score -7213554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -7213553.500000 Penalty: 5470.947266
	Iteration 98F: 3 clusters Score -7213554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Entering Unmasked Estep 
Score: -3091927.750000 Penalty: 2525.227295
	Iteration 0F: 2 clusters Score -3091928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3073842.750000 Penalty: 5050.454590
	Iteration 0F: 3 clusters Score -3073843 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3080403.250000 Penalty: 5050.454590
	Iteration 1F: 3 clusters Score -3080403 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3081531.500000 Penalty: 5050.454590
	Iteration 2F: 3 clusters Score -3081532 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3083872.250000 Penalty: 5050.454590
	Iteration 3F: 3 clusters Score -3083872 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3087325.500000 Penalty: 5050.454590
	Iteration 4F: 3 clusters Score -3087326 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3090702.000000 Penalty: 5050.454590
	Iteration 5F: 3 clusters Score -3090702 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -3093223.500000 Penalty: 5050.454590
	Iteration 6F: 3 clusters Score -3093224 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3094488.750000 Penalty: 5050.454590
	Iteration 7F: 3 clusters Score -3094489 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3095192.250000 Penalty: 5050.454590
	Iteration 8Q: 3 clusters Score -3095192 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3095643.500000 Penalty: 5050.454590
	Iteration 9Q: 3 clusters Score -3095644 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3095811.250000 Penalty: 5050.454590
	Iteration 10Q: 3 clusters Score -3095811 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3095878.500000 Penalty: 5050.454590
	Iteration 11Q: 3 clusters Score -3095878 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3095889.500000 Penalty: 5050.454590
	Iteration 12Q: 3 clusters Score -3095890 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3095906.500000 Penalty: 5050.454590
	Iteration 13Q: 3 clusters Score -3095906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3095921.750000 Penalty: 5050.454590
	Iteration 14Q: 3 clusters Score -3095922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3095927.750000 Penalty: 5050.454590
	Iteration 15Q: 3 clusters Score -3095928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3095931.000000 Penalty: 5050.454590
	Iteration 16Q: 3 clusters Score -3095931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3095932.750000 Penalty: 5050.454590
	Iteration 17Q: 3 clusters Score -3095933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3095932.000000 Penalty: 5050.454590
	Iteration 18Q: 3 clusters Score -3095932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3095931.250000 Penalty: 5050.454590
	Iteration 19Q: 3 clusters Score -3095931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3095923.250000 Penalty: 5050.454590
	Iteration 20F: 3 clusters Score -3095923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3095929.000000 Penalty: 5050.454590
	Iteration 21Q: 3 clusters Score -3095929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -3095929.250000 Penalty: 5050.454590
	Iteration 22Q: 3 clusters Score -3095929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -3095935.500000 Penalty: 5050.454590
	Iteration 23Q: 3 clusters Score -3095936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3095934.500000 Penalty: 5050.454590
	Iteration 24Q: 3 clusters Score -3095934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3095935.000000 Penalty: 5050.454590
	Iteration 25Q: 3 clusters Score -3095935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -3095922.250000 Penalty: 5050.454590
	Iteration 26Q: 3 clusters Score -3095922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3095921.500000 Penalty: 5050.454590
	Iteration 27Q: 3 clusters Score -3095922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3095921.500000 Penalty: 5050.454590
	Iteration 28F: 3 clusters Score -3095922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 7205 members 
Mstep: Class 6 contains 2674 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 20643 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 42323 members 
Mstep: Class 11 contains 13215 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 66117 members 
Mstep: Class 14 contains 30235 members 
Mstep: Class 15 contains 191447 members 
Mstep: Class 16 contains 3408 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 61706 members 
Mstep: Class 19 contains 18919 members 
Mstep: Class 20 contains 317998 members 
Mstep: Class 21 contains 15484 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 8722 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 7514 members 
Entering Unmasked Estep 
Score: -92655624.000000 Penalty: 84425.289062
Splitting cluster 19 changes total score from -92650776.000000 to -92655624.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (317998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317998 members 
Entering Unmasked Estep 
Score: -36462160.000000 Penalty: 3142.110596
	Iteration 0F: 2 clusters Score -3.646216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158992 members 
Mstep: Class 2 contains 159006 members 
Entering Unmasked Estep 
Score: -36274680.000000 Penalty: 6284.221191
	Iteration 0F: 3 clusters Score -3.627468e+07 nChanged 154208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159454 members 
Mstep: Class 2 contains 158544 members 
Entering Unmasked Estep 
Score: -36365712.000000 Penalty: 6284.221191
	Iteration 1F: 3 clusters Score -3.636571e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159645 members 
Mstep: Class 2 contains 158353 members 
Entering Unmasked Estep 
Score: -36367048.000000 Penalty: 6284.221191
	Iteration 2Q: 3 clusters Score -3.636705e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159919 members 
Mstep: Class 2 contains 158079 members 
Entering Unmasked Estep 
Score: -36368216.000000 Penalty: 6284.221191
	Iteration 3Q: 3 clusters Score -3.636822e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160386 members 
Mstep: Class 2 contains 157612 members 
Entering Unmasked Estep 
Score: -36369948.000000 Penalty: 6284.221191
	Iteration 4Q: 3 clusters Score -3.636995e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161032 members 
Mstep: Class 2 contains 156966 members 
Entering Unmasked Estep 
Score: -36372584.000000 Penalty: 6284.221191
	Iteration 5Q: 3 clusters Score -3.637258e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161933 members 
Mstep: Class 2 contains 156065 members 
Entering Unmasked Estep 
Score: -36377076.000000 Penalty: 6284.221191
	Iteration 6Q: 3 clusters Score -3.637708e+07 nChanged 13514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162873 members 
Mstep: Class 2 contains 155125 members 
Entering Unmasked Estep 
Score: -36383588.000000 Penalty: 6284.221191
	Iteration 7Q: 3 clusters Score -3.638359e+07 nChanged 16595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163966 members 
Mstep: Class 2 contains 154032 members 
Entering Unmasked Estep 
Score: -36394220.000000 Penalty: 6284.221191
	Iteration 8F: 3 clusters Score -3.639422e+07 nChanged 20264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164850 members 
Mstep: Class 2 contains 153148 members 
Entering Unmasked Estep 
Score: -36410296.000000 Penalty: 6284.221191
	Iteration 9F: 3 clusters Score -3.64103e+07 nChanged 21082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165388 members 
Mstep: Class 2 contains 152610 members 
Entering Unmasked Estep 
Score: -36424632.000000 Penalty: 6284.221191
	Iteration 10F: 3 clusters Score -3.642463e+07 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165637 members 
Mstep: Class 2 contains 152361 members 
Entering Unmasked Estep 
Score: -36430212.000000 Penalty: 6284.221191
	Iteration 11F: 3 clusters Score -3.643021e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165975 members 
Mstep: Class 2 contains 152023 members 
Entering Unmasked Estep 
Score: -36431880.000000 Penalty: 6284.221191
	Iteration 12Q: 3 clusters Score -3.643188e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166397 members 
Mstep: Class 2 contains 151601 members 
Entering Unmasked Estep 
Score: -36432148.000000 Penalty: 6284.221191
	Iteration 13Q: 3 clusters Score -3.643215e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166787 members 
Mstep: Class 2 contains 151211 members 
Entering Unmasked Estep 
Score: -36432368.000000 Penalty: 6284.221191
	Iteration 14Q: 3 clusters Score -3.643237e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167201 members 
Mstep: Class 2 contains 150797 members 
Entering Unmasked Estep 
Score: -36432524.000000 Penalty: 6284.221191
	Iteration 15Q: 3 clusters Score -3.643252e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167523 members 
Mstep: Class 2 contains 150475 members 
Entering Unmasked Estep 
Score: -36432660.000000 Penalty: 6284.221191
	Iteration 16Q: 3 clusters Score -3.643266e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167858 members 
Mstep: Class 2 contains 150140 members 
Entering Unmasked Estep 
Score: -36432820.000000 Penalty: 6284.221191
	Iteration 17Q: 3 clusters Score -3.643282e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168155 members 
Mstep: Class 2 contains 149843 members 
Entering Unmasked Estep 
Score: -36432972.000000 Penalty: 6284.221191
	Iteration 18Q: 3 clusters Score -3.643297e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168496 members 
Mstep: Class 2 contains 149502 members 
Entering Unmasked Estep 
Score: -36433028.000000 Penalty: 6284.221191
	Iteration 19Q: 3 clusters Score -3.643303e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168769 members 
Mstep: Class 2 contains 149229 members 
Entering Unmasked Estep 
Score: -36433092.000000 Penalty: 6284.221191
	Iteration 20F: 3 clusters Score -3.643309e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169002 members 
Mstep: Class 2 contains 148996 members 
Entering Unmasked Estep 
Score: -36433160.000000 Penalty: 6284.221191
	Iteration 21Q: 3 clusters Score -3.643316e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169176 members 
Mstep: Class 2 contains 148822 members 
Entering Unmasked Estep 
Score: -36433436.000000 Penalty: 6284.221191
	Iteration 22Q: 3 clusters Score -3.643344e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169278 members 
Mstep: Class 2 contains 148720 members 
Entering Unmasked Estep 
Score: -36433572.000000 Penalty: 6284.221191
	Iteration 23Q: 3 clusters Score -3.643357e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169368 members 
Mstep: Class 2 contains 148630 members 
Entering Unmasked Estep 
Score: -36433628.000000 Penalty: 6284.221191
	Iteration 24Q: 3 clusters Score -3.643363e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169417 members 
Mstep: Class 2 contains 148581 members 
Entering Unmasked Estep 
Score: -36433728.000000 Penalty: 6284.221191
	Iteration 25Q: 3 clusters Score -3.643373e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169415 members 
Mstep: Class 2 contains 148583 members 
Entering Unmasked Estep 
Score: -36433732.000000 Penalty: 6284.221191
	Iteration 26Q: 3 clusters Score -3.643373e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169349 members 
Mstep: Class 2 contains 148649 members 
Entering Unmasked Estep 
Score: -36433748.000000 Penalty: 6284.221191
	Iteration 27Q: 3 clusters Score -3.643375e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169255 members 
Mstep: Class 2 contains 148743 members 
Entering Unmasked Estep 
Score: -36433828.000000 Penalty: 6284.221191
	Iteration 28Q: 3 clusters Score -3.643383e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169112 members 
Mstep: Class 2 contains 148886 members 
Entering Unmasked Estep 
Score: -36433848.000000 Penalty: 6284.221191
	Iteration 29Q: 3 clusters Score -3.643385e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168956 members 
Mstep: Class 2 contains 149042 members 
Entering Unmasked Estep 
Score: -36433860.000000 Penalty: 6284.221191
	Iteration 30Q: 3 clusters Score -3.643386e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168710 members 
Mstep: Class 2 contains 149288 members 
Entering Unmasked Estep 
Score: -36433840.000000 Penalty: 6284.221191
	Iteration 31Q: 3 clusters Score -3.643384e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168444 members 
Mstep: Class 2 contains 149554 members 
Entering Unmasked Estep 
Score: -36433792.000000 Penalty: 6284.221191
	Iteration 32Q: 3 clusters Score -3.643379e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168110 members 
Mstep: Class 2 contains 149888 members 
Entering Unmasked Estep 
Score: -36433944.000000 Penalty: 6284.221191
	Iteration 33Q: 3 clusters Score -3.643394e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167758 members 
Mstep: Class 2 contains 150240 members 
Entering Unmasked Estep 
Score: -36433996.000000 Penalty: 6284.221191
	Iteration 34Q: 3 clusters Score -3.6434e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167369 members 
Mstep: Class 2 contains 150629 members 
Entering Unmasked Estep 
Score: -36433996.000000 Penalty: 6284.221191
	Iteration 35Q: 3 clusters Score -3.6434e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 151039 members 
Entering Unmasked Estep 
Score: -36434076.000000 Penalty: 6284.221191
	Iteration 36Q: 3 clusters Score -3.643408e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166504 members 
Mstep: Class 2 contains 151494 members 
Entering Unmasked Estep 
Score: -36434212.000000 Penalty: 6284.221191
	Iteration 37Q: 3 clusters Score -3.643421e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166061 members 
Mstep: Class 2 contains 151937 members 
Entering Unmasked Estep 
Score: -36434356.000000 Penalty: 6284.221191
	Iteration 38Q: 3 clusters Score -3.643436e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165535 members 
Mstep: Class 2 contains 152463 members 
Entering Unmasked Estep 
Score: -36434552.000000 Penalty: 6284.221191
	Iteration 39Q: 3 clusters Score -3.643455e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164929 members 
Mstep: Class 2 contains 153069 members 
Entering Unmasked Estep 
Score: -36434596.000000 Penalty: 6284.221191
	Iteration 40F: 3 clusters Score -3.64346e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164258 members 
Mstep: Class 2 contains 153740 members 
Entering Unmasked Estep 
Score: -36434660.000000 Penalty: 6284.221191
	Iteration 41Q: 3 clusters Score -3.643466e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163516 members 
Mstep: Class 2 contains 154482 members 
Entering Unmasked Estep 
Score: -36434788.000000 Penalty: 6284.221191
	Iteration 42Q: 3 clusters Score -3.643479e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162720 members 
Mstep: Class 2 contains 155278 members 
Entering Unmasked Estep 
Score: -36434976.000000 Penalty: 6284.221191
	Iteration 43Q: 3 clusters Score -3.643498e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161806 members 
Mstep: Class 2 contains 156192 members 
Entering Unmasked Estep 
Score: -36435068.000000 Penalty: 6284.221191
	Iteration 44Q: 3 clusters Score -3.643507e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160681 members 
Mstep: Class 2 contains 157317 members 
Entering Unmasked Estep 
Score: -36435268.000000 Penalty: 6284.221191
	Iteration 45Q: 3 clusters Score -3.643527e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159448 members 
Mstep: Class 2 contains 158550 members 
Entering Unmasked Estep 
Score: -36435384.000000 Penalty: 6284.221191
	Iteration 46Q: 3 clusters Score -3.643538e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158081 members 
Mstep: Class 2 contains 159917 members 
Entering Unmasked Estep 
Score: -36435464.000000 Penalty: 6284.221191
	Iteration 47Q: 3 clusters Score -3.643546e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156599 members 
Mstep: Class 2 contains 161399 members 
Entering Unmasked Estep 
Score: -36435652.000000 Penalty: 6284.221191
	Iteration 48Q: 3 clusters Score -3.643565e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155011 members 
Mstep: Class 2 contains 162987 members 
Entering Unmasked Estep 
Score: -36435808.000000 Penalty: 6284.221191
	Iteration 49Q: 3 clusters Score -3.643581e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153371 members 
Mstep: Class 2 contains 164627 members 
Entering Unmasked Estep 
Score: -36435972.000000 Penalty: 6284.221191
	Iteration 50Q: 3 clusters Score -3.643597e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151634 members 
Mstep: Class 2 contains 166364 members 
Entering Unmasked Estep 
Score: -36436276.000000 Penalty: 6284.221191
	Iteration 51Q: 3 clusters Score -3.643628e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149707 members 
Mstep: Class 2 contains 168291 members 
Entering Unmasked Estep 
Score: -36436732.000000 Penalty: 6284.221191
	Iteration 52Q: 3 clusters Score -3.643673e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147613 members 
Mstep: Class 2 contains 170385 members 
Entering Unmasked Estep 
Score: -36436932.000000 Penalty: 6284.221191
	Iteration 53Q: 3 clusters Score -3.643693e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145357 members 
Mstep: Class 2 contains 172641 members 
Entering Unmasked Estep 
Score: -36437320.000000 Penalty: 6284.221191
	Iteration 54Q: 3 clusters Score -3.643732e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142930 members 
Mstep: Class 2 contains 175068 members 
Entering Unmasked Estep 
Score: -36437580.000000 Penalty: 6284.221191
	Iteration 55Q: 3 clusters Score -3.643758e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140275 members 
Mstep: Class 2 contains 177723 members 
Entering Unmasked Estep 
Score: -36437960.000000 Penalty: 6284.221191
	Iteration 56Q: 3 clusters Score -3.643796e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137466 members 
Mstep: Class 2 contains 180532 members 
Entering Unmasked Estep 
Score: -36438592.000000 Penalty: 6284.221191
	Iteration 57Q: 3 clusters Score -3.643859e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134530 members 
Mstep: Class 2 contains 183468 members 
Entering Unmasked Estep 
Score: -36439208.000000 Penalty: 6284.221191
	Iteration 58Q: 3 clusters Score -3.643921e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131441 members 
Mstep: Class 2 contains 186557 members 
Entering Unmasked Estep 
Score: -36439620.000000 Penalty: 6284.221191
	Iteration 59Q: 3 clusters Score -3.643962e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128148 members 
Mstep: Class 2 contains 189850 members 
Entering Unmasked Estep 
Score: -36440380.000000 Penalty: 6284.221191
	Iteration 60F: 3 clusters Score -3.644038e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124658 members 
Mstep: Class 2 contains 193340 members 
Entering Unmasked Estep 
Score: -36441044.000000 Penalty: 6284.221191
	Iteration 61Q: 3 clusters Score -3.644104e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120802 members 
Mstep: Class 2 contains 197196 members 
Entering Unmasked Estep 
Score: -36441972.000000 Penalty: 6284.221191
	Iteration 62Q: 3 clusters Score -3.644197e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116648 members 
Mstep: Class 2 contains 201350 members 
Entering Unmasked Estep 
Score: -36443148.000000 Penalty: 6284.221191
	Iteration 63Q: 3 clusters Score -3.644315e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112441 members 
Mstep: Class 2 contains 205557 members 
Entering Unmasked Estep 
Score: -36444220.000000 Penalty: 6284.221191
	Iteration 64Q: 3 clusters Score -3.644422e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108019 members 
Mstep: Class 2 contains 209979 members 
Entering Unmasked Estep 
Score: -36445708.000000 Penalty: 6284.221191
	Iteration 65Q: 3 clusters Score -3.644571e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 214493 members 
Entering Unmasked Estep 
Score: -36447092.000000 Penalty: 6284.221191
	Iteration 66Q: 3 clusters Score -3.644709e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98929 members 
Mstep: Class 2 contains 219069 members 
Entering Unmasked Estep 
Score: -36448288.000000 Penalty: 6284.221191
	Iteration 67Q: 3 clusters Score -3.644829e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94256 members 
Mstep: Class 2 contains 223742 members 
Entering Unmasked Estep 
Score: -36449620.000000 Penalty: 6284.221191
	Iteration 68Q: 3 clusters Score -3.644962e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89341 members 
Mstep: Class 2 contains 228657 members 
Entering Unmasked Estep 
Score: -36451028.000000 Penalty: 6284.221191
	Iteration 69Q: 3 clusters Score -3.645103e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84476 members 
Mstep: Class 2 contains 233522 members 
Entering Unmasked Estep 
Score: -36452384.000000 Penalty: 6284.221191
	Iteration 70Q: 3 clusters Score -3.645238e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 238387 members 
Entering Unmasked Estep 
Score: -36453712.000000 Penalty: 6284.221191
	Iteration 71Q: 3 clusters Score -3.645371e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 243238 members 
Entering Unmasked Estep 
Score: -36455376.000000 Penalty: 6284.221191
	Iteration 72Q: 3 clusters Score -3.645538e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 248084 members 
Entering Unmasked Estep 
Score: -36457092.000000 Penalty: 6284.221191
	Iteration 73Q: 3 clusters Score -3.645709e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 252892 members 
Entering Unmasked Estep 
Score: -36458556.000000 Penalty: 6284.221191
	Iteration 74Q: 3 clusters Score -3.645856e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 257582 members 
Entering Unmasked Estep 
Score: -36459952.000000 Penalty: 6284.221191
	Iteration 75Q: 3 clusters Score -3.645995e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 262048 members 
Entering Unmasked Estep 
Score: -36461328.000000 Penalty: 6284.221191
	Iteration 76Q: 3 clusters Score -3.646133e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 266271 members 
Entering Unmasked Estep 
Score: -36462452.000000 Penalty: 6284.221191
	Iteration 77Q: 3 clusters Score -3.646245e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 270296 members 
Entering Unmasked Estep 
Score: -36463940.000000 Penalty: 6284.221191
	Iteration 78Q: 3 clusters Score -3.646394e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 274126 members 
Entering Unmasked Estep 
Score: -36465116.000000 Penalty: 6284.221191
	Iteration 79Q: 3 clusters Score -3.646512e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 277681 members 
Entering Unmasked Estep 
Score: -36466428.000000 Penalty: 6284.221191
	Iteration 80F: 3 clusters Score -3.646643e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 281396 members 
Entering Unmasked Estep 
Score: -36467824.000000 Penalty: 6284.221191
	Iteration 81Q: 3 clusters Score -3.646782e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 284950 members 
Entering Unmasked Estep 
Score: -36469164.000000 Penalty: 6284.221191
	Iteration 82Q: 3 clusters Score -3.646916e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 288357 members 
Entering Unmasked Estep 
Score: -36469968.000000 Penalty: 6284.221191
	Iteration 83Q: 3 clusters Score -3.646997e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 291631 members 
Entering Unmasked Estep 
Score: -36470652.000000 Penalty: 6284.221191
	Iteration 84Q: 3 clusters Score -3.647065e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 294671 members 
Entering Unmasked Estep 
Score: -36470932.000000 Penalty: 6284.221191
	Iteration 85Q: 3 clusters Score -3.647093e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 297561 members 
Entering Unmasked Estep 
Score: -36470972.000000 Penalty: 6284.221191
	Iteration 86Q: 3 clusters Score -3.647097e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 300267 members 
Entering Unmasked Estep 
Score: -36470520.000000 Penalty: 6284.221191
	Iteration 87Q: 3 clusters Score -3.647052e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 302758 members 
Entering Unmasked Estep 
Score: -36469904.000000 Penalty: 6284.221191
	Iteration 88Q: 3 clusters Score -3.64699e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 305032 members 
Entering Unmasked Estep 
Score: -36469064.000000 Penalty: 6284.221191
	Iteration 89Q: 3 clusters Score -3.646906e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 307106 members 
Entering Unmasked Estep 
Score: -36468104.000000 Penalty: 6284.221191
	Iteration 90Q: 3 clusters Score -3.64681e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 308868 members 
Entering Unmasked Estep 
Score: -36467260.000000 Penalty: 6284.221191
	Iteration 91Q: 3 clusters Score -3.646726e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 310399 members 
Entering Unmasked Estep 
Score: -36466452.000000 Penalty: 6284.221191
	Iteration 92Q: 3 clusters Score -3.646645e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 311699 members 
Entering Unmasked Estep 
Score: -36465536.000000 Penalty: 6284.221191
	Iteration 93Q: 3 clusters Score -3.646554e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 312768 members 
Entering Unmasked Estep 
Score: -36464600.000000 Penalty: 6284.221191
	Iteration 94Q: 3 clusters Score -3.64646e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 313658 members 
Entering Unmasked Estep 
Score: -36463868.000000 Penalty: 6284.221191
	Iteration 95Q: 3 clusters Score -3.646387e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 314418 members 
Entering Unmasked Estep 
Score: -36463204.000000 Penalty: 6284.221191
	Iteration 96Q: 3 clusters Score -3.64632e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 315051 members 
Entering Unmasked Estep 
Score: -36462676.000000 Penalty: 6284.221191
	Iteration 97Q: 3 clusters Score -3.646268e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 315555 members 
Entering Unmasked Estep 
Score: -36462164.000000 Penalty: 6284.221191
	Iteration 98Q: 3 clusters Score -3.646216e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 315998 members 
Entering Unmasked Estep 
Score: -36461756.000000 Penalty: 6284.221191
	Iteration 99Q: 3 clusters Score -3.646176e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 316352 members 
Entering Unmasked Estep 
Score: -36461376.000000 Penalty: 6284.221191
	Iteration 100F: 3 clusters Score -3.646138e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 316587 members 
Entering Unmasked Estep 
Score: -36461140.000000 Penalty: 6284.221191
	Iteration 101Q: 3 clusters Score -3.646114e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 316773 members 
Entering Unmasked Estep 
Score: -36460996.000000 Penalty: 6284.221191
	Iteration 102Q: 3 clusters Score -3.6461e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 316895 members 
Entering Unmasked Estep 
Score: -36460844.000000 Penalty: 6284.221191
	Iteration 103Q: 3 clusters Score -3.646084e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 316988 members 
Entering Unmasked Estep 
Score: -36460732.000000 Penalty: 6284.221191
	Iteration 104Q: 3 clusters Score -3.646073e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 317063 members 
Entering Unmasked Estep 
Score: -36460640.000000 Penalty: 6284.221191
	Iteration 105Q: 3 clusters Score -3.646064e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 317130 members 
Entering Unmasked Estep 
Score: -36460548.000000 Penalty: 6284.221191
	Iteration 106Q: 3 clusters Score -3.646055e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 317165 members 
Entering Unmasked Estep 
Score: -36460548.000000 Penalty: 6284.221191
	Iteration 107Q: 3 clusters Score -3.646055e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 317193 members 
Entering Unmasked Estep 
Score: -36460548.000000 Penalty: 6284.221191
	Iteration 108Q: 3 clusters Score -3.646055e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 317215 members 
Entering Unmasked Estep 
Score: -36460532.000000 Penalty: 6284.221191
	Iteration 109Q: 3 clusters Score -3.646053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 317233 members 
Entering Unmasked Estep 
Score: -36460488.000000 Penalty: 6284.221191
	Iteration 110Q: 3 clusters Score -3.646049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 317247 members 
Entering Unmasked Estep 
Score: -36460496.000000 Penalty: 6284.221191
	Iteration 111Q: 3 clusters Score -3.64605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 317254 members 
Entering Unmasked Estep 
Score: -36460468.000000 Penalty: 6284.221191
	Iteration 112Q: 3 clusters Score -3.646047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 317263 members 
Entering Unmasked Estep 
Score: -36460448.000000 Penalty: 6284.221191
	Iteration 113Q: 3 clusters Score -3.646045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 317272 members 
Entering Unmasked Estep 
Score: -36460424.000000 Penalty: 6284.221191
	Iteration 114Q: 3 clusters Score -3.646042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 317284 members 
Entering Unmasked Estep 
Score: -36460424.000000 Penalty: 6284.221191
	Iteration 115Q: 3 clusters Score -3.646042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 317296 members 
Entering Unmasked Estep 
Score: -36460416.000000 Penalty: 6284.221191
	Iteration 116Q: 3 clusters Score -3.646042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 317309 members 
Entering Unmasked Estep 
Score: -36460452.000000 Penalty: 6284.221191
	Iteration 117Q: 3 clusters Score -3.646045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 317313 members 
Entering Unmasked Estep 
Score: -36460420.000000 Penalty: 6284.221191
	Iteration 118Q: 3 clusters Score -3.646042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 317318 members 
Entering Unmasked Estep 
Score: -36460400.000000 Penalty: 6284.221191
	Iteration 119Q: 3 clusters Score -3.64604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 317323 members 
Entering Unmasked Estep 
Score: -36460396.000000 Penalty: 6284.221191
	Iteration 120F: 3 clusters Score -3.64604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 317329 members 
Entering Unmasked Estep 
Score: -36460396.000000 Penalty: 6284.221191
	Iteration 121Q: 3 clusters Score -3.64604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 317335 members 
Entering Unmasked Estep 
Score: -36460416.000000 Penalty: 6284.221191
	Iteration 122Q: 3 clusters Score -3.646042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 317338 members 
Entering Unmasked Estep 
Score: -36460408.000000 Penalty: 6284.221191
	Iteration 123Q: 3 clusters Score -3.646041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 317341 members 
Entering Unmasked Estep 
Score: -36460432.000000 Penalty: 6284.221191
	Iteration 124Q: 3 clusters Score -3.646043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 317344 members 
Entering Unmasked Estep 
Score: -36460416.000000 Penalty: 6284.221191
	Iteration 125Q: 3 clusters Score -3.646042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 317347 members 
Entering Unmasked Estep 
Score: -36460392.000000 Penalty: 6284.221191
	Iteration 126Q: 3 clusters Score -3.646039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 317349 members 
Entering Unmasked Estep 
Score: -36460408.000000 Penalty: 6284.221191
	Iteration 127Q: 3 clusters Score -3.646041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 317349 members 
Entering Unmasked Estep 
Score: -36460432.000000 Penalty: 6284.221191
	Iteration 128Q: 3 clusters Score -3.646043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 317349 members 
Entering Unmasked Estep 
Score: -36460432.000000 Penalty: 6284.221191
	Iteration 129F: 3 clusters Score -3.646043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Entering Unmasked Estep 
Score: -1817293.250000 Penalty: 2392.595703
	Iteration 0F: 2 clusters Score -1817293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1806175.000000 Penalty: 4785.191406
	Iteration 0F: 3 clusters Score -1806175 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1809688.125000 Penalty: 4785.191406
	Iteration 1F: 3 clusters Score -1809688 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1810009.625000 Penalty: 4785.191406
	Iteration 2F: 3 clusters Score -1810010 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1810261.250000 Penalty: 4785.191406
	Iteration 3Q: 3 clusters Score -1810261 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1810474.500000 Penalty: 4785.191406
	Iteration 4Q: 3 clusters Score -1810474 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1810665.625000 Penalty: 4785.191406
	Iteration 5Q: 3 clusters Score -1810666 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1810830.000000 Penalty: 4785.191406
	Iteration 6Q: 3 clusters Score -1810830 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1810997.875000 Penalty: 4785.191406
	Iteration 7Q: 3 clusters Score -1810998 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1811172.625000 Penalty: 4785.191406
	Iteration 8Q: 3 clusters Score -1811173 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1811403.875000 Penalty: 4785.191406
	Iteration 9Q: 3 clusters Score -1811404 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1811698.375000 Penalty: 4785.191406
	Iteration 10Q: 3 clusters Score -1811698 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1812115.750000 Penalty: 4785.191406
	Iteration 11Q: 3 clusters Score -1812116 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1812576.750000 Penalty: 4785.191406
	Iteration 12Q: 3 clusters Score -1812577 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1813068.375000 Penalty: 4785.191406
	Iteration 13Q: 3 clusters Score -1813068 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1813545.625000 Penalty: 4785.191406
	Iteration 14Q: 3 clusters Score -1813546 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1813919.250000 Penalty: 4785.191406
	Iteration 15Q: 3 clusters Score -1813919 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1814200.500000 Penalty: 4785.191406
	Iteration 16Q: 3 clusters Score -1814200 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1814437.750000 Penalty: 4785.191406
	Iteration 17Q: 3 clusters Score -1814438 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1814627.875000 Penalty: 4785.191406
	Iteration 18Q: 3 clusters Score -1814628 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1814780.500000 Penalty: 4785.191406
	Iteration 19Q: 3 clusters Score -1814780 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1814905.500000 Penalty: 4785.191406
	Iteration 20F: 3 clusters Score -1814906 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1815007.000000 Penalty: 4785.191406
	Iteration 21Q: 3 clusters Score -1815007 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1815074.125000 Penalty: 4785.191406
	Iteration 22Q: 3 clusters Score -1815074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1815125.625000 Penalty: 4785.191406
	Iteration 23Q: 3 clusters Score -1815126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1815164.375000 Penalty: 4785.191406
	Iteration 24Q: 3 clusters Score -1815164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1815196.875000 Penalty: 4785.191406
	Iteration 25Q: 3 clusters Score -1815197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1815217.750000 Penalty: 4785.191406
	Iteration 26Q: 3 clusters Score -1815218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1815229.000000 Penalty: 4785.191406
	Iteration 27Q: 3 clusters Score -1815229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1815241.375000 Penalty: 4785.191406
	Iteration 28Q: 3 clusters Score -1815241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1815250.125000 Penalty: 4785.191406
	Iteration 29Q: 3 clusters Score -1815250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1815253.000000 Penalty: 4785.191406
	Iteration 30Q: 3 clusters Score -1815253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1815259.125000 Penalty: 4785.191406
	Iteration 31Q: 3 clusters Score -1815259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1815261.750000 Penalty: 4785.191406
	Iteration 32Q: 3 clusters Score -1815262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1815266.875000 Penalty: 4785.191406
	Iteration 33Q: 3 clusters Score -1815267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1815275.500000 Penalty: 4785.191406
	Iteration 34Q: 3 clusters Score -1815276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1815279.875000 Penalty: 4785.191406
	Iteration 35Q: 3 clusters Score -1815280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1815283.500000 Penalty: 4785.191406
	Iteration 36Q: 3 clusters Score -1815284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1815286.625000 Penalty: 4785.191406
	Iteration 37Q: 3 clusters Score -1815287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1815287.625000 Penalty: 4785.191406
	Iteration 38Q: 3 clusters Score -1815288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1815287.125000 Penalty: 4785.191406
	Iteration 39Q: 3 clusters Score -1815287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1815289.125000 Penalty: 4785.191406
	Iteration 40F: 3 clusters Score -1815289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Entering Unmasked Estep 
Score: -1000846.250000 Penalty: 2250.253662
	Iteration 0F: 2 clusters Score -1000846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -993935.625000 Penalty: 4500.507324
	Iteration 0F: 3 clusters Score -993935.6 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -995877.500000 Penalty: 4500.507324
	Iteration 1F: 3 clusters Score -995877.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -996234.000000 Penalty: 4500.507324
	Iteration 2F: 3 clusters Score -996234 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -996535.812500 Penalty: 4500.507324
	Iteration 3F: 3 clusters Score -996535.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -996793.312500 Penalty: 4500.507324
	Iteration 4F: 3 clusters Score -996793.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -996990.687500 Penalty: 4500.507324
	Iteration 5Q: 3 clusters Score -996990.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -997192.312500 Penalty: 4500.507324
	Iteration 6Q: 3 clusters Score -997192.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -997395.687500 Penalty: 4500.507324
	Iteration 7Q: 3 clusters Score -997395.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -997604.250000 Penalty: 4500.507324
	Iteration 8Q: 3 clusters Score -997604.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -997820.687500 Penalty: 4500.507324
	Iteration 9Q: 3 clusters Score -997820.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -998048.750000 Penalty: 4500.507324
	Iteration 10Q: 3 clusters Score -998048.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -998290.812500 Penalty: 4500.507324
	Iteration 11Q: 3 clusters Score -998290.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -998520.437500 Penalty: 4500.507324
	Iteration 12Q: 3 clusters Score -998520.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -998704.312500 Penalty: 4500.507324
	Iteration 13Q: 3 clusters Score -998704.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -998813.625000 Penalty: 4500.507324
	Iteration 14Q: 3 clusters Score -998813.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -998885.375000 Penalty: 4500.507324
	Iteration 15Q: 3 clusters Score -998885.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -998930.312500 Penalty: 4500.507324
	Iteration 16Q: 3 clusters Score -998930.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -998960.437500 Penalty: 4500.507324
	Iteration 17Q: 3 clusters Score -998960.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -998979.875000 Penalty: 4500.507324
	Iteration 18Q: 3 clusters Score -998979.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -999000.562500 Penalty: 4500.507324
	Iteration 19Q: 3 clusters Score -999000.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -999007.875000 Penalty: 4500.507324
	Iteration 20F: 3 clusters Score -999007.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -999017.500000 Penalty: 4500.507324
	Iteration 21Q: 3 clusters Score -999017.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -999025.000000 Penalty: 4500.507324
	Iteration 22Q: 3 clusters Score -999025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -999030.437500 Penalty: 4500.507324
	Iteration 23Q: 3 clusters Score -999030.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -999033.125000 Penalty: 4500.507324
	Iteration 24Q: 3 clusters Score -999033.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -999034.125000 Penalty: 4500.507324
	Iteration 25Q: 3 clusters Score -999034.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -999036.687500 Penalty: 4500.507324
	Iteration 26Q: 3 clusters Score -999036.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -999038.625000 Penalty: 4500.507324
	Iteration 27Q: 3 clusters Score -999038.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -999037.750000 Penalty: 4500.507324
	Iteration 28Q: 3 clusters Score -999037.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -999040.125000 Penalty: 4500.507324
	Iteration 29Q: 3 clusters Score -999040.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -999040.937500 Penalty: 4500.507324
	Iteration 30Q: 3 clusters Score -999040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -999041.062500 Penalty: 4500.507324
	Iteration 31Q: 3 clusters Score -999041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -999045.562500 Penalty: 4500.507324
	Iteration 32Q: 3 clusters Score -999045.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -999044.437500 Penalty: 4500.507324
	Iteration 33Q: 3 clusters Score -999044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -999045.437500 Penalty: 4500.507324
	Iteration 34Q: 3 clusters Score -999045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -999047.937500 Penalty: 4500.507324
	Iteration 35Q: 3 clusters Score -999047.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -999046.687500 Penalty: 4500.507324
	Iteration 36Q: 3 clusters Score -999046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -999046.625000 Penalty: 4500.507324
	Iteration 37Q: 3 clusters Score -999046.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -999047.375000 Penalty: 4500.507324
	Iteration 38Q: 3 clusters Score -999047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -999047.312500 Penalty: 4500.507324
	Iteration 39Q: 3 clusters Score -999047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -999047.875000 Penalty: 4500.507324
	Iteration 40F: 3 clusters Score -999047.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -999048.125000 Penalty: 4500.507324
	Iteration 41Q: 3 clusters Score -999048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -999050.125000 Penalty: 4500.507324
	Iteration 42Q: 3 clusters Score -999050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -999050.125000 Penalty: 4500.507324
	Iteration 43F: 3 clusters Score -999050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 7205 members 
Mstep: Class 6 contains 2674 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 20643 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 42323 members 
Mstep: Class 11 contains 13215 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 66117 members 
Mstep: Class 14 contains 30235 members 
Mstep: Class 15 contains 191447 members 
Mstep: Class 16 contains 3408 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 61706 members 
Mstep: Class 19 contains 18919 members 
Mstep: Class 20 contains 317998 members 
Mstep: Class 21 contains 15484 members 
Mstep: Class 23 contains 8722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92657792.000000 Penalty: 84425.289062
Iteration 79Q: 26 clusters Score -9.265779e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 20911 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 42326 members 
Mstep: Class 11 contains 13212 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 66117 members 
Mstep: Class 14 contains 30278 members 
Mstep: Class 15 contains 191913 members 
Mstep: Class 16 contains 3418 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 61065 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 317480 members 
Mstep: Class 21 contains 15512 members 
Mstep: Class 22 contains 430 members 
Mstep: Class 23 contains 8735 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 6697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92660000.000000 Penalty: 84425.289062
Iteration 80F: 26 clusters Score -9.266e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 7041 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 992 members 
Mstep: Class 8 contains 21085 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 42326 members 
Mstep: Class 11 contains 13215 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 66104 members 
Mstep: Class 14 contains 30320 members 
Mstep: Class 15 contains 192088 members 
Mstep: Class 16 contains 3426 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 60314 members 
Mstep: Class 19 contains 21133 members 
Mstep: Class 20 contains 316933 members 
Mstep: Class 21 contains 15527 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 8744 members 
Mstep: Class 24 contains 717 members 
Mstep: Class 25 contains 6671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92662008.000000 Penalty: 84425.289062
Iteration 81Q: 26 clusters Score -9.266201e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 6974 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 21230 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 42293 members 
Mstep: Class 11 contains 13199 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 66099 members 
Mstep: Class 14 contains 30341 members 
Mstep: Class 15 contains 192246 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 59522 members 
Mstep: Class 19 contains 22013 members 
Mstep: Class 20 contains 316645 members 
Mstep: Class 21 contains 15550 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 8733 members 
Mstep: Class 24 contains 726 members 
Mstep: Class 25 contains 6645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92663072.000000 Penalty: 84425.289062
Iteration 82Q: 26 clusters Score -9.266307e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 6931 members 
Mstep: Class 6 contains 2682 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21357 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 42252 members 
Mstep: Class 11 contains 13183 members 
Mstep: Class 12 contains 424 members 
Mstep: Class 13 contains 66112 members 
Mstep: Class 14 contains 30359 members 
Mstep: Class 15 contains 192388 members 
Mstep: Class 16 contains 3448 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 58651 members 
Mstep: Class 19 contains 22776 members 
Mstep: Class 20 contains 316556 members 
Mstep: Class 21 contains 15577 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 8721 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 6613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92663744.000000 Penalty: 84425.289062
Iteration 83Q: 26 clusters Score -9.266374e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 6870 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21458 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 42203 members 
Mstep: Class 11 contains 13185 members 
Mstep: Class 12 contains 415 members 
Mstep: Class 13 contains 66127 members 
Mstep: Class 14 contains 30372 members 
Mstep: Class 15 contains 192376 members 
Mstep: Class 16 contains 3463 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 57789 members 
Mstep: Class 19 contains 23443 members 
Mstep: Class 20 contains 316743 members 
Mstep: Class 21 contains 15596 members 
Mstep: Class 22 contains 450 members 
Mstep: Class 23 contains 8704 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 6584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92663632.000000 Penalty: 84425.289062
Iteration 84Q: 26 clusters Score -9.266363e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 6817 members 
Mstep: Class 6 contains 2694 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 42144 members 
Mstep: Class 11 contains 13179 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 66155 members 
Mstep: Class 14 contains 30387 members 
Mstep: Class 15 contains 192516 members 
Mstep: Class 16 contains 3482 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 56855 members 
Mstep: Class 19 contains 24064 members 
Mstep: Class 20 contains 316922 members 
Mstep: Class 21 contains 15619 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 8690 members 
Mstep: Class 24 contains 740 members 
Mstep: Class 25 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92664128.000000 Penalty: 84425.289062
Iteration 85Q: 26 clusters Score -9.266413e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 6767 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21571 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 42097 members 
Mstep: Class 11 contains 13164 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 66182 members 
Mstep: Class 14 contains 30416 members 
Mstep: Class 15 contains 192717 members 
Mstep: Class 16 contains 3509 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 55881 members 
Mstep: Class 19 contains 24633 members 
Mstep: Class 20 contains 317108 members 
Mstep: Class 21 contains 15639 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 8661 members 
Mstep: Class 24 contains 741 members 
Mstep: Class 25 contains 6557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92664792.000000 Penalty: 84425.289062
Iteration 86Q: 26 clusters Score -9.266479e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 6713 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21593 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 42047 members 
Mstep: Class 11 contains 13156 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 66185 members 
Mstep: Class 14 contains 30464 members 
Mstep: Class 15 contains 193015 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 54874 members 
Mstep: Class 19 contains 25102 members 
Mstep: Class 20 contains 317368 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 8636 members 
Mstep: Class 24 contains 744 members 
Mstep: Class 25 contains 6552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92665624.000000 Penalty: 84425.289062
Iteration 87Q: 26 clusters Score -9.266562e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 2715 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21598 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 42021 members 
Mstep: Class 11 contains 13144 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 66168 members 
Mstep: Class 14 contains 30493 members 
Mstep: Class 15 contains 193452 members 
Mstep: Class 16 contains 3552 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 53777 members 
Mstep: Class 19 contains 25479 members 
Mstep: Class 20 contains 317708 members 
Mstep: Class 21 contains 15657 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 8618 members 
Mstep: Class 24 contains 747 members 
Mstep: Class 25 contains 6545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92666128.000000 Penalty: 84425.289062
Iteration 88Q: 26 clusters Score -9.266613e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21607 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 41987 members 
Mstep: Class 11 contains 13140 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 66150 members 
Mstep: Class 14 contains 30538 members 
Mstep: Class 15 contains 193971 members 
Mstep: Class 16 contains 3572 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 52607 members 
Mstep: Class 19 contains 25820 members 
Mstep: Class 20 contains 318068 members 
Mstep: Class 21 contains 15672 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 8589 members 
Mstep: Class 24 contains 749 members 
Mstep: Class 25 contains 6538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667168.000000 Penalty: 84425.289062
Iteration 89Q: 26 clusters Score -9.266717e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 6569 members 
Mstep: Class 6 contains 2723 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21622 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 41952 members 
Mstep: Class 11 contains 13131 members 
Mstep: Class 12 contains 393 members 
Mstep: Class 13 contains 66095 members 
Mstep: Class 14 contains 30582 members 
Mstep: Class 15 contains 194587 members 
Mstep: Class 16 contains 3584 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 51500 members 
Mstep: Class 19 contains 26102 members 
Mstep: Class 20 contains 318382 members 
Mstep: Class 21 contains 15687 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 8551 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92668464.000000 Penalty: 84425.289062
Iteration 90Q: 26 clusters Score -9.266846e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21637 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 41908 members 
Mstep: Class 11 contains 13121 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66058 members 
Mstep: Class 14 contains 30638 members 
Mstep: Class 15 contains 195025 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 50506 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 318766 members 
Mstep: Class 21 contains 15694 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 8516 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92669984.000000 Penalty: 84425.289062
Iteration 91Q: 26 clusters Score -9.266998e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 2740 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21635 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 41842 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66011 members 
Mstep: Class 14 contains 30689 members 
Mstep: Class 15 contains 195276 members 
Mstep: Class 16 contains 3609 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 49733 members 
Mstep: Class 19 contains 26551 members 
Mstep: Class 20 contains 319211 members 
Mstep: Class 21 contains 15700 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 8483 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670728.000000 Penalty: 84425.289062
Iteration 92Q: 26 clusters Score -9.267073e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 2741 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21637 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 41798 members 
Mstep: Class 11 contains 13112 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 65958 members 
Mstep: Class 14 contains 30749 members 
Mstep: Class 15 contains 195243 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 49203 members 
Mstep: Class 19 contains 26740 members 
Mstep: Class 20 contains 319688 members 
Mstep: Class 21 contains 15701 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 8442 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671296.000000 Penalty: 84425.289062
Iteration 93Q: 26 clusters Score -9.26713e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1154 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 6402 members 
Mstep: Class 6 contains 2747 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21627 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 41774 members 
Mstep: Class 11 contains 13104 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 65935 members 
Mstep: Class 14 contains 30814 members 
Mstep: Class 15 contains 195026 members 
Mstep: Class 16 contains 3637 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 48861 members 
Mstep: Class 19 contains 26968 members 
Mstep: Class 20 contains 320057 members 
Mstep: Class 21 contains 15708 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 8408 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671224.000000 Penalty: 84425.289062
Iteration 94Q: 26 clusters Score -9.267122e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 6361 members 
Mstep: Class 6 contains 2756 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21609 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 41751 members 
Mstep: Class 11 contains 13100 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 65936 members 
Mstep: Class 14 contains 30891 members 
Mstep: Class 15 contains 194729 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 48664 members 
Mstep: Class 19 contains 27170 members 
Mstep: Class 20 contains 320340 members 
Mstep: Class 21 contains 15730 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 8374 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671176.000000 Penalty: 84425.289062
Iteration 95Q: 26 clusters Score -9.267118e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1157 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 6326 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21605 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 41746 members 
Mstep: Class 11 contains 13093 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 65963 members 
Mstep: Class 14 contains 30966 members 
Mstep: Class 15 contains 194464 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 48570 members 
Mstep: Class 19 contains 27371 members 
Mstep: Class 20 contains 320459 members 
Mstep: Class 21 contains 15734 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 8336 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671344.000000 Penalty: 84425.289062
Iteration 96Q: 26 clusters Score -9.267134e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1160 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 6300 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21603 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 41755 members 
Mstep: Class 11 contains 13085 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66002 members 
Mstep: Class 14 contains 31023 members 
Mstep: Class 15 contains 194069 members 
Mstep: Class 16 contains 3689 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 48537 members 
Mstep: Class 19 contains 27538 members 
Mstep: Class 20 contains 320660 members 
Mstep: Class 21 contains 15743 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671344.000000 Penalty: 84425.289062
Iteration 97Q: 26 clusters Score -9.267134e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1162 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21585 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41759 members 
Mstep: Class 11 contains 13076 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66022 members 
Mstep: Class 14 contains 31086 members 
Mstep: Class 15 contains 193685 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 48560 members 
Mstep: Class 19 contains 27686 members 
Mstep: Class 20 contains 320839 members 
Mstep: Class 21 contains 15761 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 8258 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671240.000000 Penalty: 84425.289062
Iteration 98Q: 26 clusters Score -9.267124e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6243 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21577 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41766 members 
Mstep: Class 11 contains 13078 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66021 members 
Mstep: Class 14 contains 31116 members 
Mstep: Class 15 contains 193253 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 48624 members 
Mstep: Class 19 contains 27822 members 
Mstep: Class 20 contains 321054 members 
Mstep: Class 21 contains 15783 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 8212 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671056.000000 Penalty: 84425.289062
Iteration 99Q: 26 clusters Score -9.267106e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 6221 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21578 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41771 members 
Mstep: Class 11 contains 13075 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66026 members 
Mstep: Class 14 contains 31157 members 
Mstep: Class 15 contains 192797 members 
Mstep: Class 16 contains 3760 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 48750 members 
Mstep: Class 19 contains 27968 members 
Mstep: Class 20 contains 321215 members 
Mstep: Class 21 contains 15796 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 8167 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670984.000000 Penalty: 84425.289062
Iteration 100F: 26 clusters Score -9.267098e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 6199 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21580 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41778 members 
Mstep: Class 11 contains 13069 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66018 members 
Mstep: Class 14 contains 31212 members 
Mstep: Class 15 contains 192310 members 
Mstep: Class 16 contains 3778 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 48869 members 
Mstep: Class 19 contains 28126 members 
Mstep: Class 20 contains 321440 members 
Mstep: Class 21 contains 15801 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 8106 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671136.000000 Penalty: 84425.289062
Iteration 101Q: 26 clusters Score -9.267114e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21587 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41796 members 
Mstep: Class 11 contains 13060 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66040 members 
Mstep: Class 14 contains 31248 members 
Mstep: Class 15 contains 191847 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 48966 members 
Mstep: Class 19 contains 28255 members 
Mstep: Class 20 contains 321644 members 
Mstep: Class 21 contains 15805 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 8063 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670800.000000 Penalty: 84425.289062
Iteration 102Q: 26 clusters Score -9.26708e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 6175 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21596 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41820 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66064 members 
Mstep: Class 14 contains 31304 members 
Mstep: Class 15 contains 191380 members 
Mstep: Class 16 contains 3794 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 49084 members 
Mstep: Class 19 contains 28383 members 
Mstep: Class 20 contains 321795 members 
Mstep: Class 21 contains 15814 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 8018 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670608.000000 Penalty: 84425.289062
Iteration 103Q: 26 clusters Score -9.267061e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 6163 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21600 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41831 members 
Mstep: Class 11 contains 13053 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66090 members 
Mstep: Class 14 contains 31357 members 
Mstep: Class 15 contains 190910 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 49188 members 
Mstep: Class 19 contains 28517 members 
Mstep: Class 20 contains 322011 members 
Mstep: Class 21 contains 15813 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7950 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670664.000000 Penalty: 84425.289062
Iteration 104Q: 26 clusters Score -9.267066e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1163 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 6151 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21597 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41840 members 
Mstep: Class 11 contains 13048 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66122 members 
Mstep: Class 14 contains 31412 members 
Mstep: Class 15 contains 190482 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 49291 members 
Mstep: Class 19 contains 28651 members 
Mstep: Class 20 contains 322168 members 
Mstep: Class 21 contains 15815 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7897 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670688.000000 Penalty: 84425.289062
Iteration 105Q: 26 clusters Score -9.267069e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1163 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6123 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21595 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41861 members 
Mstep: Class 11 contains 13046 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66157 members 
Mstep: Class 14 contains 31460 members 
Mstep: Class 15 contains 190065 members 
Mstep: Class 16 contains 3811 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 49387 members 
Mstep: Class 19 contains 28780 members 
Mstep: Class 20 contains 322314 members 
Mstep: Class 21 contains 15827 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670584.000000 Penalty: 84425.289062
Iteration 106Q: 26 clusters Score -9.267058e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1163 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6116 members 
Mstep: Class 6 contains 2776 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21592 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41881 members 
Mstep: Class 11 contains 13044 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66172 members 
Mstep: Class 14 contains 31504 members 
Mstep: Class 15 contains 189710 members 
Mstep: Class 16 contains 3812 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 49492 members 
Mstep: Class 19 contains 28887 members 
Mstep: Class 20 contains 322418 members 
Mstep: Class 21 contains 15841 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7811 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670416.000000 Penalty: 84425.289062
Iteration 107Q: 26 clusters Score -9.267042e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1163 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6101 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21593 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41884 members 
Mstep: Class 11 contains 13038 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66199 members 
Mstep: Class 14 contains 31550 members 
Mstep: Class 15 contains 189379 members 
Mstep: Class 16 contains 3817 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 49620 members 
Mstep: Class 19 contains 29004 members 
Mstep: Class 20 contains 322487 members 
Mstep: Class 21 contains 15845 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7764 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670328.000000 Penalty: 84425.289062
Iteration 108Q: 26 clusters Score -9.267033e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6073 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21593 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41880 members 
Mstep: Class 11 contains 13039 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66220 members 
Mstep: Class 14 contains 31588 members 
Mstep: Class 15 contains 189087 members 
Mstep: Class 16 contains 3823 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 49741 members 
Mstep: Class 19 contains 29125 members 
Mstep: Class 20 contains 322525 members 
Mstep: Class 21 contains 15857 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7728 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670432.000000 Penalty: 84425.289062
Iteration 109Q: 26 clusters Score -9.267043e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6062 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21601 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41881 members 
Mstep: Class 11 contains 13038 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66237 members 
Mstep: Class 14 contains 31606 members 
Mstep: Class 15 contains 188801 members 
Mstep: Class 16 contains 3830 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 49856 members 
Mstep: Class 19 contains 29225 members 
Mstep: Class 20 contains 322585 members 
Mstep: Class 21 contains 15868 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7687 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670488.000000 Penalty: 84425.289062
Iteration 110Q: 26 clusters Score -9.267049e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6055 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21611 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41889 members 
Mstep: Class 11 contains 13034 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66253 members 
Mstep: Class 14 contains 31630 members 
Mstep: Class 15 contains 188552 members 
Mstep: Class 16 contains 3838 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 49954 members 
Mstep: Class 19 contains 29334 members 
Mstep: Class 20 contains 322612 members 
Mstep: Class 21 contains 15877 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7640 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670264.000000 Penalty: 84425.289062
Iteration 111Q: 26 clusters Score -9.267026e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6048 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21625 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41891 members 
Mstep: Class 11 contains 13030 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66273 members 
Mstep: Class 14 contains 31657 members 
Mstep: Class 15 contains 188316 members 
Mstep: Class 16 contains 3848 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 50041 members 
Mstep: Class 19 contains 29426 members 
Mstep: Class 20 contains 322644 members 
Mstep: Class 21 contains 15886 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670432.000000 Penalty: 84425.289062
Iteration 112Q: 26 clusters Score -9.267043e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6046 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21637 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41900 members 
Mstep: Class 11 contains 13027 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66299 members 
Mstep: Class 14 contains 31690 members 
Mstep: Class 15 contains 188080 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 50144 members 
Mstep: Class 19 contains 29513 members 
Mstep: Class 20 contains 322650 members 
Mstep: Class 21 contains 15888 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7543 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670392.000000 Penalty: 84425.289062
Iteration 113Q: 26 clusters Score -9.267039e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6042 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21646 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41901 members 
Mstep: Class 11 contains 13028 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66311 members 
Mstep: Class 14 contains 31711 members 
Mstep: Class 15 contains 187827 members 
Mstep: Class 16 contains 3858 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 50245 members 
Mstep: Class 19 contains 29592 members 
Mstep: Class 20 contains 322703 members 
Mstep: Class 21 contains 15892 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7511 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670352.000000 Penalty: 84425.289062
Iteration 114Q: 26 clusters Score -9.267035e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6036 members 
Mstep: Class 6 contains 2776 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21655 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 41900 members 
Mstep: Class 11 contains 13028 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66319 members 
Mstep: Class 14 contains 31735 members 
Mstep: Class 15 contains 187596 members 
Mstep: Class 16 contains 3864 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 50357 members 
Mstep: Class 19 contains 29663 members 
Mstep: Class 20 contains 322727 members 
Mstep: Class 21 contains 15898 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7488 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670480.000000 Penalty: 84425.289062
Iteration 115Q: 26 clusters Score -9.267048e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6032 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21661 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 41911 members 
Mstep: Class 11 contains 13027 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66316 members 
Mstep: Class 14 contains 31767 members 
Mstep: Class 15 contains 187401 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 50481 members 
Mstep: Class 19 contains 29723 members 
Mstep: Class 20 contains 322714 members 
Mstep: Class 21 contains 15906 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7453 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670624.000000 Penalty: 84425.289062
Iteration 116Q: 26 clusters Score -9.267062e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6029 members 
Mstep: Class 6 contains 2780 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21666 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 41925 members 
Mstep: Class 11 contains 13027 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66315 members 
Mstep: Class 14 contains 31787 members 
Mstep: Class 15 contains 187225 members 
Mstep: Class 16 contains 3876 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 50585 members 
Mstep: Class 19 contains 29777 members 
Mstep: Class 20 contains 322715 members 
Mstep: Class 21 contains 15912 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7420 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670528.000000 Penalty: 84425.289062
Iteration 117Q: 26 clusters Score -9.267053e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6025 members 
Mstep: Class 6 contains 2781 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21673 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 41930 members 
Mstep: Class 11 contains 13027 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66312 members 
Mstep: Class 14 contains 31815 members 
Mstep: Class 15 contains 187051 members 
Mstep: Class 16 contains 3881 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 50671 members 
Mstep: Class 19 contains 29822 members 
Mstep: Class 20 contains 322745 members 
Mstep: Class 21 contains 15917 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7389 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670624.000000 Penalty: 84425.289062
Iteration 118Q: 26 clusters Score -9.267062e+07 nChanged 443
Entering ConstructFrom: 
Score: -92670624.000000 Penalty: 84425.289062
Entering ConstructFrom: 
Trying to split cluster 1 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -44817.597656 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -44817.6 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 210 members 
Entering Unmasked Estep 
Score: -43404.660156 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -43404.66 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43556.062500 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -43556.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43606.832031 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -43606.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43632.968750 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -43632.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43660.414062 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -43660.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43675.664062 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -43675.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43687.261719 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -43687.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43690.394531 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -43690.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43692.792969 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -43692.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43692.792969 Penalty: 3006.482422
	Iteration 9F: 3 clusters Score -43692.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Entering Unmasked Estep 
Score: -492921.062500 Penalty: 2075.090332
	Iteration 0F: 2 clusters Score -492921.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -488856.625000 Penalty: 4150.180664
	Iteration 0F: 3 clusters Score -488856.6 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -489787.500000 Penalty: 4150.180664
	Iteration 1F: 3 clusters Score -489787.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -490036.843750 Penalty: 4150.180664
	Iteration 2F: 3 clusters Score -490036.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -490222.250000 Penalty: 4150.180664
	Iteration 3F: 3 clusters Score -490222.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -490489.968750 Penalty: 4150.180664
	Iteration 4F: 3 clusters Score -490490 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -490858.281250 Penalty: 4150.180664
	Iteration 5F: 3 clusters Score -490858.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -491459.750000 Penalty: 4150.180664
	Iteration 6F: 3 clusters Score -491459.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -492455.375000 Penalty: 4150.180664
	Iteration 7F: 3 clusters Score -492455.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -493298.031250 Penalty: 4150.180664
	Iteration 8F: 3 clusters Score -493298 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -493620.250000 Penalty: 4150.180664
	Iteration 9Q: 3 clusters Score -493620.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -493701.687500 Penalty: 4150.180664
	Iteration 10Q: 3 clusters Score -493701.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -493722.656250 Penalty: 4150.180664
	Iteration 11Q: 3 clusters Score -493722.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -493735.281250 Penalty: 4150.180664
	Iteration 12Q: 3 clusters Score -493735.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -493741.406250 Penalty: 4150.180664
	Iteration 13Q: 3 clusters Score -493741.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -493744.906250 Penalty: 4150.180664
	Iteration 14Q: 3 clusters Score -493744.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -493747.187500 Penalty: 4150.180664
	Iteration 15Q: 3 clusters Score -493747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -493748.375000 Penalty: 4150.180664
	Iteration 16Q: 3 clusters Score -493748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -493750.062500 Penalty: 4150.180664
	Iteration 17Q: 3 clusters Score -493750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -493750.093750 Penalty: 4150.180664
	Iteration 18Q: 3 clusters Score -493750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -493749.531250 Penalty: 4150.180664
	Iteration 19Q: 3 clusters Score -493749.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -493749.531250 Penalty: 4150.180664
	Iteration 20F: 3 clusters Score -493749.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6015 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 41935 members 
Mstep: Class 11 contains 13025 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66314 members 
Mstep: Class 14 contains 31829 members 
Mstep: Class 15 contains 186927 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 50744 members 
Mstep: Class 19 contains 29875 members 
Mstep: Class 20 contains 322741 members 
Mstep: Class 21 contains 15918 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7367 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6511 members 
Mstep: Class 26 contains 2004 members 
Entering Unmasked Estep 
Score: -92670072.000000 Penalty: 87802.296875
Splitting cluster 2 changes total score from -92670624.000000 to -92670072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -129441.820312 Penalty: 1751.210938
	Iteration 0F: 2 clusters Score -129441.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127373.156250 Penalty: 3502.421875
	Iteration 0F: 3 clusters Score -127373.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -127710.101562 Penalty: 3502.421875
	Iteration 1F: 3 clusters Score -127710.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -127792.523438 Penalty: 3502.421875
	Iteration 2F: 3 clusters Score -127792.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -127837.718750 Penalty: 3502.421875
	Iteration 3Q: 3 clusters Score -127837.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -127868.953125 Penalty: 3502.421875
	Iteration 4Q: 3 clusters Score -127869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127887.773438 Penalty: 3502.421875
	Iteration 5Q: 3 clusters Score -127887.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -127905.914062 Penalty: 3502.421875
	Iteration 6Q: 3 clusters Score -127905.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -127925.593750 Penalty: 3502.421875
	Iteration 7Q: 3 clusters Score -127925.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -127932.757812 Penalty: 3502.421875
	Iteration 8Q: 3 clusters Score -127932.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -127947.195312 Penalty: 3502.421875
	Iteration 9Q: 3 clusters Score -127947.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -127962.859375 Penalty: 3502.421875
	Iteration 10Q: 3 clusters Score -127962.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -127985.171875 Penalty: 3502.421875
	Iteration 11Q: 3 clusters Score -127985.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -128011.125000 Penalty: 3502.421875
	Iteration 12Q: 3 clusters Score -128011.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -128028.578125 Penalty: 3502.421875
	Iteration 13Q: 3 clusters Score -128028.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -128056.781250 Penalty: 3502.421875
	Iteration 14Q: 3 clusters Score -128056.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -128081.539062 Penalty: 3502.421875
	Iteration 15Q: 3 clusters Score -128081.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -128099.554688 Penalty: 3502.421875
	Iteration 16Q: 3 clusters Score -128099.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -128117.398438 Penalty: 3502.421875
	Iteration 17Q: 3 clusters Score -128117.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -128130.382812 Penalty: 3502.421875
	Iteration 18Q: 3 clusters Score -128130.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -128144.421875 Penalty: 3502.421875
	Iteration 19Q: 3 clusters Score -128144.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -128164.507812 Penalty: 3502.421875
	Iteration 20F: 3 clusters Score -128164.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -128192.710938 Penalty: 3502.421875
	Iteration 21Q: 3 clusters Score -128192.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -128230.054688 Penalty: 3502.421875
	Iteration 22Q: 3 clusters Score -128230.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -128261.117188 Penalty: 3502.421875
	Iteration 23Q: 3 clusters Score -128261.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -128304.257812 Penalty: 3502.421875
	Iteration 24Q: 3 clusters Score -128304.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -128345.781250 Penalty: 3502.421875
	Iteration 25Q: 3 clusters Score -128345.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -128401.398438 Penalty: 3502.421875
	Iteration 26Q: 3 clusters Score -128401.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -128500.359375 Penalty: 3502.421875
	Iteration 27Q: 3 clusters Score -128500.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -128619.195312 Penalty: 3502.421875
	Iteration 28Q: 3 clusters Score -128619.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -128757.765625 Penalty: 3502.421875
	Iteration 29Q: 3 clusters Score -128757.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -128948.796875 Penalty: 3502.421875
	Iteration 30Q: 3 clusters Score -128948.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -129107.296875 Penalty: 3502.421875
	Iteration 31Q: 3 clusters Score -129107.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -129130.789062 Penalty: 3502.421875
	Iteration 32Q: 3 clusters Score -129130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -129139.750000 Penalty: 3502.421875
	Iteration 33Q: 3 clusters Score -129139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -129139.750000 Penalty: 3502.421875
	Iteration 34F: 3 clusters Score -129139.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -29302.361328 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -29302.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28128.972656 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -28128.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28253.875000 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -28253.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28297.742188 Penalty: 2807.103027
	Iteration 2Q: 3 clusters Score -28297.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28305.699219 Penalty: 2807.103027
	Iteration 3Q: 3 clusters Score -28305.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28319.775391 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -28319.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28336.685547 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -28336.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28339.347656 Penalty: 2807.103027
	Iteration 6Q: 3 clusters Score -28339.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28339.347656 Penalty: 2807.103027
	Iteration 7F: 3 clusters Score -28339.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Entering Unmasked Estep 
Score: -683815.875000 Penalty: 2158.098877
	Iteration 0F: 2 clusters Score -683815.9 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 2988 members 
Entering Unmasked Estep 
Score: -678604.562500 Penalty: 4316.197754
	Iteration 0F: 3 clusters Score -678604.6 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -679861.750000 Penalty: 4316.197754
	Iteration 1F: 3 clusters Score -679861.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -680049.187500 Penalty: 4316.197754
	Iteration 2F: 3 clusters Score -680049.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -680168.125000 Penalty: 4316.197754
	Iteration 3Q: 3 clusters Score -680168.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -680273.125000 Penalty: 4316.197754
	Iteration 4Q: 3 clusters Score -680273.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -680349.000000 Penalty: 4316.197754
	Iteration 5Q: 3 clusters Score -680349 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -680409.125000 Penalty: 4316.197754
	Iteration 6Q: 3 clusters Score -680409.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -680453.125000 Penalty: 4316.197754
	Iteration 7Q: 3 clusters Score -680453.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -680500.000000 Penalty: 4316.197754
	Iteration 8Q: 3 clusters Score -680500 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -680551.375000 Penalty: 4316.197754
	Iteration 9Q: 3 clusters Score -680551.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -680591.125000 Penalty: 4316.197754
	Iteration 10Q: 3 clusters Score -680591.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -680620.312500 Penalty: 4316.197754
	Iteration 11Q: 3 clusters Score -680620.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -680646.812500 Penalty: 4316.197754
	Iteration 12Q: 3 clusters Score -680646.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -680666.562500 Penalty: 4316.197754
	Iteration 13Q: 3 clusters Score -680666.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -680687.625000 Penalty: 4316.197754
	Iteration 14Q: 3 clusters Score -680687.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -680713.562500 Penalty: 4316.197754
	Iteration 15Q: 3 clusters Score -680713.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -680741.812500 Penalty: 4316.197754
	Iteration 16Q: 3 clusters Score -680741.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -680769.437500 Penalty: 4316.197754
	Iteration 17Q: 3 clusters Score -680769.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -680805.375000 Penalty: 4316.197754
	Iteration 18Q: 3 clusters Score -680805.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -680835.437500 Penalty: 4316.197754
	Iteration 19Q: 3 clusters Score -680835.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -680859.437500 Penalty: 4316.197754
	Iteration 20F: 3 clusters Score -680859.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -680888.937500 Penalty: 4316.197754
	Iteration 21Q: 3 clusters Score -680888.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -680921.437500 Penalty: 4316.197754
	Iteration 22Q: 3 clusters Score -680921.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -680959.000000 Penalty: 4316.197754
	Iteration 23Q: 3 clusters Score -680959 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -681005.437500 Penalty: 4316.197754
	Iteration 24Q: 3 clusters Score -681005.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -681044.562500 Penalty: 4316.197754
	Iteration 25Q: 3 clusters Score -681044.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -681080.375000 Penalty: 4316.197754
	Iteration 26Q: 3 clusters Score -681080.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -681124.125000 Penalty: 4316.197754
	Iteration 27Q: 3 clusters Score -681124.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -681173.187500 Penalty: 4316.197754
	Iteration 28Q: 3 clusters Score -681173.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -681223.437500 Penalty: 4316.197754
	Iteration 29Q: 3 clusters Score -681223.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -681269.312500 Penalty: 4316.197754
	Iteration 30Q: 3 clusters Score -681269.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -681316.125000 Penalty: 4316.197754
	Iteration 31Q: 3 clusters Score -681316.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -681353.062500 Penalty: 4316.197754
	Iteration 32Q: 3 clusters Score -681353.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -681398.937500 Penalty: 4316.197754
	Iteration 33Q: 3 clusters Score -681398.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -681443.562500 Penalty: 4316.197754
	Iteration 34Q: 3 clusters Score -681443.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -681484.812500 Penalty: 4316.197754
	Iteration 35Q: 3 clusters Score -681484.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -681523.187500 Penalty: 4316.197754
	Iteration 36Q: 3 clusters Score -681523.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -681551.687500 Penalty: 4316.197754
	Iteration 37Q: 3 clusters Score -681551.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -681579.750000 Penalty: 4316.197754
	Iteration 38Q: 3 clusters Score -681579.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -681609.625000 Penalty: 4316.197754
	Iteration 39Q: 3 clusters Score -681609.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -681642.937500 Penalty: 4316.197754
	Iteration 40F: 3 clusters Score -681642.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -681666.187500 Penalty: 4316.197754
	Iteration 41Q: 3 clusters Score -681666.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -681689.500000 Penalty: 4316.197754
	Iteration 42Q: 3 clusters Score -681689.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -681707.375000 Penalty: 4316.197754
	Iteration 43Q: 3 clusters Score -681707.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -681729.875000 Penalty: 4316.197754
	Iteration 44Q: 3 clusters Score -681729.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -681753.500000 Penalty: 4316.197754
	Iteration 45Q: 3 clusters Score -681753.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -681776.625000 Penalty: 4316.197754
	Iteration 46Q: 3 clusters Score -681776.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -681793.500000 Penalty: 4316.197754
	Iteration 47Q: 3 clusters Score -681793.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -681810.500000 Penalty: 4316.197754
	Iteration 48Q: 3 clusters Score -681810.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -681821.187500 Penalty: 4316.197754
	Iteration 49Q: 3 clusters Score -681821.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -681829.687500 Penalty: 4316.197754
	Iteration 50Q: 3 clusters Score -681829.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -681836.437500 Penalty: 4316.197754
	Iteration 51Q: 3 clusters Score -681836.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -681843.750000 Penalty: 4316.197754
	Iteration 52Q: 3 clusters Score -681843.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -681854.000000 Penalty: 4316.197754
	Iteration 53Q: 3 clusters Score -681854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -681857.750000 Penalty: 4316.197754
	Iteration 54Q: 3 clusters Score -681857.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -681859.937500 Penalty: 4316.197754
	Iteration 55Q: 3 clusters Score -681859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -681863.250000 Penalty: 4316.197754
	Iteration 56Q: 3 clusters Score -681863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -681866.437500 Penalty: 4316.197754
	Iteration 57Q: 3 clusters Score -681866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -681872.250000 Penalty: 4316.197754
	Iteration 58Q: 3 clusters Score -681872.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -681878.250000 Penalty: 4316.197754
	Iteration 59Q: 3 clusters Score -681878.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -681882.500000 Penalty: 4316.197754
	Iteration 60F: 3 clusters Score -681882.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -681891.187500 Penalty: 4316.197754
	Iteration 61Q: 3 clusters Score -681891.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -681896.125000 Penalty: 4316.197754
	Iteration 62Q: 3 clusters Score -681896.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -681902.750000 Penalty: 4316.197754
	Iteration 63Q: 3 clusters Score -681902.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -681905.875000 Penalty: 4316.197754
	Iteration 64Q: 3 clusters Score -681905.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -681908.875000 Penalty: 4316.197754
	Iteration 65Q: 3 clusters Score -681908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -681913.062500 Penalty: 4316.197754
	Iteration 66Q: 3 clusters Score -681913.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -681917.812500 Penalty: 4316.197754
	Iteration 67Q: 3 clusters Score -681917.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -681918.875000 Penalty: 4316.197754
	Iteration 68Q: 3 clusters Score -681918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -681919.875000 Penalty: 4316.197754
	Iteration 69Q: 3 clusters Score -681919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -681919.875000 Penalty: 4316.197754
	Iteration 70F: 3 clusters Score -681919.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Entering Unmasked Estep 
Score: -322287.312500 Penalty: 1967.225830
	Iteration 0F: 2 clusters Score -322287.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -319125.093750 Penalty: 3934.451660
	Iteration 0F: 3 clusters Score -319125.1 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -319705.468750 Penalty: 3934.451660
	Iteration 1F: 3 clusters Score -319705.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -319868.843750 Penalty: 3934.451660
	Iteration 2F: 3 clusters Score -319868.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -319975.875000 Penalty: 3934.451660
	Iteration 3Q: 3 clusters Score -319975.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -320033.218750 Penalty: 3934.451660
	Iteration 4Q: 3 clusters Score -320033.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -320069.093750 Penalty: 3934.451660
	Iteration 5Q: 3 clusters Score -320069.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -320102.843750 Penalty: 3934.451660
	Iteration 6Q: 3 clusters Score -320102.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -320131.000000 Penalty: 3934.451660
	Iteration 7Q: 3 clusters Score -320131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -320149.375000 Penalty: 3934.451660
	Iteration 8Q: 3 clusters Score -320149.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -320161.375000 Penalty: 3934.451660
	Iteration 9Q: 3 clusters Score -320161.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -320170.937500 Penalty: 3934.451660
	Iteration 10Q: 3 clusters Score -320170.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -320179.781250 Penalty: 3934.451660
	Iteration 11Q: 3 clusters Score -320179.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -320186.812500 Penalty: 3934.451660
	Iteration 12Q: 3 clusters Score -320186.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -320189.750000 Penalty: 3934.451660
	Iteration 13Q: 3 clusters Score -320189.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -320192.718750 Penalty: 3934.451660
	Iteration 14Q: 3 clusters Score -320192.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -320197.562500 Penalty: 3934.451660
	Iteration 15Q: 3 clusters Score -320197.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -320201.218750 Penalty: 3934.451660
	Iteration 16Q: 3 clusters Score -320201.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -320201.781250 Penalty: 3934.451660
	Iteration 17Q: 3 clusters Score -320201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -320202.437500 Penalty: 3934.451660
	Iteration 18Q: 3 clusters Score -320202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -320202.437500 Penalty: 3934.451660
	Iteration 19F: 3 clusters Score -320202.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -99603.835938 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -99603.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97725.203125 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -97725.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -98111.375000 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -98111.38 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -98314.312500 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -98314.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -98513.835938 Penalty: 3417.237305
	Iteration 3F: 3 clusters Score -98513.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -98771.078125 Penalty: 3417.237305
	Iteration 4F: 3 clusters Score -98771.08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -99298.867188 Penalty: 3417.237305
	Iteration 5F: 3 clusters Score -99298.87 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -99923.687500 Penalty: 3417.237305
	Iteration 6F: 3 clusters Score -99923.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100598.750000 Penalty: 3417.237305
	Iteration 7F: 3 clusters Score -100598.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101229.054688 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -101229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101283.445312 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -101283.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101283.445312 Penalty: 3417.237305
	Iteration 10F: 3 clusters Score -101283.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6015 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 566 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 41935 members 
Mstep: Class 11 contains 13025 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66314 members 
Mstep: Class 14 contains 31829 members 
Mstep: Class 15 contains 186927 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 50744 members 
Mstep: Class 19 contains 29875 members 
Mstep: Class 20 contains 322741 members 
Mstep: Class 21 contains 15918 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7367 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6511 members 
Mstep: Class 26 contains 416 members 
Entering Unmasked Estep 
Score: -92670584.000000 Penalty: 87802.296875
Splitting cluster 7 changes total score from -92670624.000000 to -92670584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (21677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Entering Unmasked Estep 
Score: -2542562.250000 Penalty: 2476.033691
	Iteration 0F: 2 clusters Score -2542562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2527553.000000 Penalty: 4952.067383
	Iteration 0F: 3 clusters Score -2527553 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2532569.000000 Penalty: 4952.067383
	Iteration 1F: 3 clusters Score -2532569 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2532951.000000 Penalty: 4952.067383
	Iteration 2Q: 3 clusters Score -2532951 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2533336.000000 Penalty: 4952.067383
	Iteration 3Q: 3 clusters Score -2533336 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2533763.750000 Penalty: 4952.067383
	Iteration 4Q: 3 clusters Score -2533764 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2534190.250000 Penalty: 4952.067383
	Iteration 5Q: 3 clusters Score -2534190 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2534719.000000 Penalty: 4952.067383
	Iteration 6Q: 3 clusters Score -2534719 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2535333.500000 Penalty: 4952.067383
	Iteration 7Q: 3 clusters Score -2535334 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2536037.750000 Penalty: 4952.067383
	Iteration 8Q: 3 clusters Score -2536038 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2536731.250000 Penalty: 4952.067383
	Iteration 9F: 3 clusters Score -2536731 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2537452.500000 Penalty: 4952.067383
	Iteration 10F: 3 clusters Score -2537452 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2538201.750000 Penalty: 4952.067383
	Iteration 11Q: 3 clusters Score -2538202 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2538912.500000 Penalty: 4952.067383
	Iteration 12Q: 3 clusters Score -2538912 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2539396.500000 Penalty: 4952.067383
	Iteration 13Q: 3 clusters Score -2539396 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2539706.250000 Penalty: 4952.067383
	Iteration 14Q: 3 clusters Score -2539706 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2539990.000000 Penalty: 4952.067383
	Iteration 15Q: 3 clusters Score -2539990 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2540264.500000 Penalty: 4952.067383
	Iteration 16Q: 3 clusters Score -2540264 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2540500.500000 Penalty: 4952.067383
	Iteration 17Q: 3 clusters Score -2540500 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2540669.750000 Penalty: 4952.067383
	Iteration 18Q: 3 clusters Score -2540670 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2540823.000000 Penalty: 4952.067383
	Iteration 19Q: 3 clusters Score -2540823 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2540927.750000 Penalty: 4952.067383
	Iteration 20F: 3 clusters Score -2540928 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2541010.750000 Penalty: 4952.067383
	Iteration 21Q: 3 clusters Score -2541011 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2541075.000000 Penalty: 4952.067383
	Iteration 22Q: 3 clusters Score -2541075 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2541114.500000 Penalty: 4952.067383
	Iteration 23Q: 3 clusters Score -2541114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2541153.250000 Penalty: 4952.067383
	Iteration 24Q: 3 clusters Score -2541153 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2541169.500000 Penalty: 4952.067383
	Iteration 25Q: 3 clusters Score -2541170 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2541186.000000 Penalty: 4952.067383
	Iteration 26Q: 3 clusters Score -2541186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2541193.250000 Penalty: 4952.067383
	Iteration 27Q: 3 clusters Score -2541193 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2541207.500000 Penalty: 4952.067383
	Iteration 28Q: 3 clusters Score -2541208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2541214.500000 Penalty: 4952.067383
	Iteration 29Q: 3 clusters Score -2541214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2541222.000000 Penalty: 4952.067383
	Iteration 30Q: 3 clusters Score -2541222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2541229.250000 Penalty: 4952.067383
	Iteration 31Q: 3 clusters Score -2541229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2541224.250000 Penalty: 4952.067383
	Iteration 32Q: 3 clusters Score -2541224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2541233.250000 Penalty: 4952.067383
	Iteration 33Q: 3 clusters Score -2541233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2541237.500000 Penalty: 4952.067383
	Iteration 34Q: 3 clusters Score -2541238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2541246.500000 Penalty: 4952.067383
	Iteration 35Q: 3 clusters Score -2541246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2541242.750000 Penalty: 4952.067383
	Iteration 36Q: 3 clusters Score -2541243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2541242.250000 Penalty: 4952.067383
	Iteration 37Q: 3 clusters Score -2541242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2541239.500000 Penalty: 4952.067383
	Iteration 38Q: 3 clusters Score -2541240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2541244.000000 Penalty: 4952.067383
	Iteration 39Q: 3 clusters Score -2541244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2541243.750000 Penalty: 4952.067383
	Iteration 40F: 3 clusters Score -2541244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2541240.000000 Penalty: 4952.067383
	Iteration 41Q: 3 clusters Score -2541240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2541242.000000 Penalty: 4952.067383
	Iteration 42Q: 3 clusters Score -2541242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2541245.000000 Penalty: 4952.067383
	Iteration 43Q: 3 clusters Score -2541245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2541246.000000 Penalty: 4952.067383
	Iteration 44Q: 3 clusters Score -2541246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2541242.250000 Penalty: 4952.067383
	Iteration 45Q: 3 clusters Score -2541242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2541241.250000 Penalty: 4952.067383
	Iteration 46Q: 3 clusters Score -2541241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2541243.750000 Penalty: 4952.067383
	Iteration 47Q: 3 clusters Score -2541244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2541243.750000 Penalty: 4952.067383
	Iteration 48F: 3 clusters Score -2541244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -54982.023438 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -54982.02 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 255 members 
Entering Unmasked Estep 
Score: -53479.070312 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -53479.07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53678.394531 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -53678.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53706.191406 Penalty: 3115.076416
	Iteration 2Q: 3 clusters Score -53706.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53714.664062 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -53714.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53716.531250 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -53716.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53716.531250 Penalty: 3115.076416
	Iteration 5F: 3 clusters Score -53716.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Entering Unmasked Estep 
Score: -4726254.000000 Penalty: 2639.681152
	Iteration 0F: 2 clusters Score -4726254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -4698106.000000 Penalty: 5279.362305
	Iteration 0F: 3 clusters Score -4698106 nChanged 19055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4708369.000000 Penalty: 5279.362305
	Iteration 1F: 3 clusters Score -4708369 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4708902.000000 Penalty: 5279.362305
	Iteration 2Q: 3 clusters Score -4708902 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4709414.000000 Penalty: 5279.362305
	Iteration 3Q: 3 clusters Score -4709414 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -4709956.500000 Penalty: 5279.362305
	Iteration 4Q: 3 clusters Score -4709956 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -4710681.500000 Penalty: 5279.362305
	Iteration 5Q: 3 clusters Score -4710682 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -4711600.000000 Penalty: 5279.362305
	Iteration 6Q: 3 clusters Score -4711600 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -4712992.000000 Penalty: 5279.362305
	Iteration 7F: 3 clusters Score -4712992 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -4714942.000000 Penalty: 5279.362305
	Iteration 8F: 3 clusters Score -4714942 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -4717410.500000 Penalty: 5279.362305
	Iteration 9F: 3 clusters Score -4717410 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4719910.500000 Penalty: 5279.362305
	Iteration 10F: 3 clusters Score -4719910 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4721922.000000 Penalty: 5279.362305
	Iteration 11F: 3 clusters Score -4721922 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4723181.500000 Penalty: 5279.362305
	Iteration 12Q: 3 clusters Score -4723182 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4723780.500000 Penalty: 5279.362305
	Iteration 13Q: 3 clusters Score -4723780 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4724002.000000 Penalty: 5279.362305
	Iteration 14Q: 3 clusters Score -4724002 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4724124.500000 Penalty: 5279.362305
	Iteration 15Q: 3 clusters Score -4724124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4724184.500000 Penalty: 5279.362305
	Iteration 16Q: 3 clusters Score -4724184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4724217.000000 Penalty: 5279.362305
	Iteration 17Q: 3 clusters Score -4724217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4724232.000000 Penalty: 5279.362305
	Iteration 18Q: 3 clusters Score -4724232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4724247.500000 Penalty: 5279.362305
	Iteration 19Q: 3 clusters Score -4724248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4724255.000000 Penalty: 5279.362305
	Iteration 20F: 3 clusters Score -4724255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4724263.000000 Penalty: 5279.362305
	Iteration 21Q: 3 clusters Score -4724263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4724266.500000 Penalty: 5279.362305
	Iteration 22Q: 3 clusters Score -4724266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4724267.000000 Penalty: 5279.362305
	Iteration 23Q: 3 clusters Score -4724267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4724269.500000 Penalty: 5279.362305
	Iteration 24Q: 3 clusters Score -4724270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4724268.000000 Penalty: 5279.362305
	Iteration 25Q: 3 clusters Score -4724268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4724271.500000 Penalty: 5279.362305
	Iteration 26Q: 3 clusters Score -4724272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4724279.500000 Penalty: 5279.362305
	Iteration 27Q: 3 clusters Score -4724280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4724279.500000 Penalty: 5279.362305
	Iteration 28Q: 3 clusters Score -4724280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4724279.500000 Penalty: 5279.362305
	Iteration 29F: 3 clusters Score -4724280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Entering Unmasked Estep 
Score: -1406762.625000 Penalty: 2349.707031
	Iteration 0F: 2 clusters Score -1406763 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 6459 members 
Entering Unmasked Estep 
Score: -1397186.125000 Penalty: 4699.414062
	Iteration 0F: 3 clusters Score -1397186 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1400049.125000 Penalty: 4699.414062
	Iteration 1F: 3 clusters Score -1400049 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1400369.625000 Penalty: 4699.414062
	Iteration 2F: 3 clusters Score -1400370 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1400609.750000 Penalty: 4699.414062
	Iteration 3Q: 3 clusters Score -1400610 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1400830.250000 Penalty: 4699.414062
	Iteration 4Q: 3 clusters Score -1400830 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1400994.625000 Penalty: 4699.414062
	Iteration 5Q: 3 clusters Score -1400995 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1401142.000000 Penalty: 4699.414062
	Iteration 6Q: 3 clusters Score -1401142 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1401276.875000 Penalty: 4699.414062
	Iteration 7Q: 3 clusters Score -1401277 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1401419.250000 Penalty: 4699.414062
	Iteration 8Q: 3 clusters Score -1401419 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1401585.125000 Penalty: 4699.414062
	Iteration 9Q: 3 clusters Score -1401585 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1401772.000000 Penalty: 4699.414062
	Iteration 10Q: 3 clusters Score -1401772 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1401976.375000 Penalty: 4699.414062
	Iteration 11Q: 3 clusters Score -1401976 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1402235.000000 Penalty: 4699.414062
	Iteration 12Q: 3 clusters Score -1402235 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1402565.000000 Penalty: 4699.414062
	Iteration 13Q: 3 clusters Score -1402565 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1402924.875000 Penalty: 4699.414062
	Iteration 14Q: 3 clusters Score -1402925 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1403341.625000 Penalty: 4699.414062
	Iteration 15Q: 3 clusters Score -1403342 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1403704.125000 Penalty: 4699.414062
	Iteration 16Q: 3 clusters Score -1403704 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1404011.125000 Penalty: 4699.414062
	Iteration 17Q: 3 clusters Score -1404011 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1404176.875000 Penalty: 4699.414062
	Iteration 18Q: 3 clusters Score -1404177 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1404276.500000 Penalty: 4699.414062
	Iteration 19Q: 3 clusters Score -1404276 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1404365.125000 Penalty: 4699.414062
	Iteration 20F: 3 clusters Score -1404365 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1404430.250000 Penalty: 4699.414062
	Iteration 21Q: 3 clusters Score -1404430 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1404476.250000 Penalty: 4699.414062
	Iteration 22Q: 3 clusters Score -1404476 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1404516.000000 Penalty: 4699.414062
	Iteration 23Q: 3 clusters Score -1404516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1404547.250000 Penalty: 4699.414062
	Iteration 24Q: 3 clusters Score -1404547 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1404578.750000 Penalty: 4699.414062
	Iteration 25Q: 3 clusters Score -1404579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1404602.125000 Penalty: 4699.414062
	Iteration 26Q: 3 clusters Score -1404602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1404621.375000 Penalty: 4699.414062
	Iteration 27Q: 3 clusters Score -1404621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1404644.875000 Penalty: 4699.414062
	Iteration 28Q: 3 clusters Score -1404645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1404666.375000 Penalty: 4699.414062
	Iteration 29Q: 3 clusters Score -1404666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1404675.750000 Penalty: 4699.414062
	Iteration 30Q: 3 clusters Score -1404676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1404687.750000 Penalty: 4699.414062
	Iteration 31Q: 3 clusters Score -1404688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1404698.000000 Penalty: 4699.414062
	Iteration 32Q: 3 clusters Score -1404698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1404710.750000 Penalty: 4699.414062
	Iteration 33Q: 3 clusters Score -1404711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1404723.625000 Penalty: 4699.414062
	Iteration 34Q: 3 clusters Score -1404724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1404736.125000 Penalty: 4699.414062
	Iteration 35Q: 3 clusters Score -1404736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1404742.500000 Penalty: 4699.414062
	Iteration 36Q: 3 clusters Score -1404742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1404752.125000 Penalty: 4699.414062
	Iteration 37Q: 3 clusters Score -1404752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1404758.375000 Penalty: 4699.414062
	Iteration 38Q: 3 clusters Score -1404758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1404764.875000 Penalty: 4699.414062
	Iteration 39Q: 3 clusters Score -1404765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1404778.125000 Penalty: 4699.414062
	Iteration 40F: 3 clusters Score -1404778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1404786.000000 Penalty: 4699.414062
	Iteration 41Q: 3 clusters Score -1404786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1404790.250000 Penalty: 4699.414062
	Iteration 42Q: 3 clusters Score -1404790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1404797.375000 Penalty: 4699.414062
	Iteration 43Q: 3 clusters Score -1404797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1404799.750000 Penalty: 4699.414062
	Iteration 44Q: 3 clusters Score -1404800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1404801.250000 Penalty: 4699.414062
	Iteration 45Q: 3 clusters Score -1404801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1404801.375000 Penalty: 4699.414062
	Iteration 46Q: 3 clusters Score -1404801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1404801.375000 Penalty: 4699.414062
	Iteration 47F: 3 clusters Score -1404801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -35804.753906 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -35804.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34480.910156 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -34480.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34709.394531 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -34709.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34808.222656 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -34808.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34897.164062 Penalty: 2960.479004
	Iteration 3F: 3 clusters Score -34897.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34983.382812 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -34983.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35143.007812 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -35143.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35299.742188 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -35299.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35368.921875 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -35368.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35431.976562 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -35431.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35574.210938 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -35574.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35651.281250 Penalty: 2960.479004
	Iteration 10Q: 3 clusters Score -35651.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35716.445312 Penalty: 2960.479004
	Iteration 11Q: 3 clusters Score -35716.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35737.781250 Penalty: 2960.479004
	Iteration 12Q: 3 clusters Score -35737.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -35755.750000 Penalty: 2960.479004
	Iteration 13Q: 3 clusters Score -35755.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35774.054688 Penalty: 2960.479004
	Iteration 14Q: 3 clusters Score -35774.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35797.328125 Penalty: 2960.479004
	Iteration 15Q: 3 clusters Score -35797.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35818.437500 Penalty: 2960.479004
	Iteration 16Q: 3 clusters Score -35818.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35856.648438 Penalty: 2960.479004
	Iteration 17Q: 3 clusters Score -35856.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35867.453125 Penalty: 2960.479004
	Iteration 18Q: 3 clusters Score -35867.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35867.453125 Penalty: 2960.479004
	Iteration 19F: 3 clusters Score -35867.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6015 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 41935 members 
Mstep: Class 11 contains 13025 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 66314 members 
Mstep: Class 14 contains 31829 members 
Mstep: Class 15 contains 186927 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 50744 members 
Mstep: Class 19 contains 29875 members 
Mstep: Class 20 contains 322741 members 
Mstep: Class 21 contains 15918 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7367 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6511 members 
Mstep: Class 26 contains 169 members 
Entering Unmasked Estep 
Score: -92668760.000000 Penalty: 87802.296875
Splitting cluster 12 changes total score from -92670624.000000 to -92668760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (66314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Entering Unmasked Estep 
Score: -7689817.500000 Penalty: 2753.334961
	Iteration 0F: 2 clusters Score -7689818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -7645278.000000 Penalty: 5506.669922
	Iteration 0F: 3 clusters Score -7645278 nChanged 31144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -7662431.500000 Penalty: 5506.669922
	Iteration 1F: 3 clusters Score -7662432 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -7662884.000000 Penalty: 5506.669922
	Iteration 2Q: 3 clusters Score -7662884 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -7663250.000000 Penalty: 5506.669922
	Iteration 3Q: 3 clusters Score -7663250 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -7663642.500000 Penalty: 5506.669922
	Iteration 4Q: 3 clusters Score -7663642 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -7663923.000000 Penalty: 5506.669922
	Iteration 5Q: 3 clusters Score -7663923 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -7664232.000000 Penalty: 5506.669922
	Iteration 6Q: 3 clusters Score -7664232 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -7664606.000000 Penalty: 5506.669922
	Iteration 7Q: 3 clusters Score -7664606 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -7664952.500000 Penalty: 5506.669922
	Iteration 8Q: 3 clusters Score -7664952 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -7665341.500000 Penalty: 5506.669922
	Iteration 9Q: 3 clusters Score -7665342 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -7665720.500000 Penalty: 5506.669922
	Iteration 10Q: 3 clusters Score -7665720 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -7666208.500000 Penalty: 5506.669922
	Iteration 11Q: 3 clusters Score -7666208 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -7666777.500000 Penalty: 5506.669922
	Iteration 12Q: 3 clusters Score -7666778 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -7667526.500000 Penalty: 5506.669922
	Iteration 13Q: 3 clusters Score -7667526 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -7668240.000000 Penalty: 5506.669922
	Iteration 14Q: 3 clusters Score -7668240 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -7669062.000000 Penalty: 5506.669922
	Iteration 15Q: 3 clusters Score -7669062 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -7669893.500000 Penalty: 5506.669922
	Iteration 16Q: 3 clusters Score -7669894 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -7670805.000000 Penalty: 5506.669922
	Iteration 17Q: 3 clusters Score -7670805 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -7671693.500000 Penalty: 5506.669922
	Iteration 18Q: 3 clusters Score -7671694 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -7672684.000000 Penalty: 5506.669922
	Iteration 19Q: 3 clusters Score -7672684 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -7673754.500000 Penalty: 5506.669922
	Iteration 20F: 3 clusters Score -7673754 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -7674813.500000 Penalty: 5506.669922
	Iteration 21Q: 3 clusters Score -7674814 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -7675856.000000 Penalty: 5506.669922
	Iteration 22Q: 3 clusters Score -7675856 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -7676673.500000 Penalty: 5506.669922
	Iteration 23Q: 3 clusters Score -7676674 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -7677289.500000 Penalty: 5506.669922
	Iteration 24Q: 3 clusters Score -7677290 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -7677798.000000 Penalty: 5506.669922
	Iteration 25Q: 3 clusters Score -7677798 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -7678194.500000 Penalty: 5506.669922
	Iteration 26Q: 3 clusters Score -7678194 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -7678570.000000 Penalty: 5506.669922
	Iteration 27Q: 3 clusters Score -7678570 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -7678867.500000 Penalty: 5506.669922
	Iteration 28Q: 3 clusters Score -7678868 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -7679186.000000 Penalty: 5506.669922
	Iteration 29Q: 3 clusters Score -7679186 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -7679579.000000 Penalty: 5506.669922
	Iteration 30Q: 3 clusters Score -7679579 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -7679918.500000 Penalty: 5506.669922
	Iteration 31Q: 3 clusters Score -7679918 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -7680197.500000 Penalty: 5506.669922
	Iteration 32Q: 3 clusters Score -7680198 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -7680439.000000 Penalty: 5506.669922
	Iteration 33Q: 3 clusters Score -7680439 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -7680661.500000 Penalty: 5506.669922
	Iteration 34Q: 3 clusters Score -7680662 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -7680833.500000 Penalty: 5506.669922
	Iteration 35Q: 3 clusters Score -7680834 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -7680943.000000 Penalty: 5506.669922
	Iteration 36Q: 3 clusters Score -7680943 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -7681040.500000 Penalty: 5506.669922
	Iteration 37Q: 3 clusters Score -7681040 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -7681038.000000 Penalty: 5506.669922
	Iteration 38Q: 3 clusters Score -7681038 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -7681098.500000 Penalty: 5506.669922
	Iteration 39Q: 3 clusters Score -7681098 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -7681149.500000 Penalty: 5506.669922
	Iteration 40F: 3 clusters Score -7681150 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -7681202.500000 Penalty: 5506.669922
	Iteration 41Q: 3 clusters Score -7681202 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -7681203.000000 Penalty: 5506.669922
	Iteration 42Q: 3 clusters Score -7681203 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -7681235.000000 Penalty: 5506.669922
	Iteration 43Q: 3 clusters Score -7681235 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -7681268.000000 Penalty: 5506.669922
	Iteration 44Q: 3 clusters Score -7681268 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -7681261.000000 Penalty: 5506.669922
	Iteration 45Q: 3 clusters Score -7681261 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -7681246.000000 Penalty: 5506.669922
	Iteration 46Q: 3 clusters Score -7681246 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -7681259.000000 Penalty: 5506.669922
	Iteration 47Q: 3 clusters Score -7681259 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -7681277.500000 Penalty: 5506.669922
	Iteration 48Q: 3 clusters Score -7681278 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -7681294.000000 Penalty: 5506.669922
	Iteration 49Q: 3 clusters Score -7681294 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -7681291.500000 Penalty: 5506.669922
	Iteration 50Q: 3 clusters Score -7681292 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -7681314.500000 Penalty: 5506.669922
	Iteration 51Q: 3 clusters Score -7681314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -7681307.500000 Penalty: 5506.669922
	Iteration 52Q: 3 clusters Score -7681308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -7681297.500000 Penalty: 5506.669922
	Iteration 53Q: 3 clusters Score -7681298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -7681293.500000 Penalty: 5506.669922
	Iteration 54Q: 3 clusters Score -7681294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -7681296.500000 Penalty: 5506.669922
	Iteration 55Q: 3 clusters Score -7681296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -7681308.500000 Penalty: 5506.669922
	Iteration 56Q: 3 clusters Score -7681308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -7681317.000000 Penalty: 5506.669922
	Iteration 57Q: 3 clusters Score -7681317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -7681319.500000 Penalty: 5506.669922
	Iteration 58Q: 3 clusters Score -7681320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -7681316.500000 Penalty: 5506.669922
	Iteration 59Q: 3 clusters Score -7681316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -7681306.000000 Penalty: 5506.669922
	Iteration 60F: 3 clusters Score -7681306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -7681299.000000 Penalty: 5506.669922
	Iteration 61Q: 3 clusters Score -7681299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -7681300.000000 Penalty: 5506.669922
	Iteration 62Q: 3 clusters Score -7681300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -7681288.500000 Penalty: 5506.669922
	Iteration 63Q: 3 clusters Score -7681288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -7681301.500000 Penalty: 5506.669922
	Iteration 64Q: 3 clusters Score -7681302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -7681291.500000 Penalty: 5506.669922
	Iteration 65Q: 3 clusters Score -7681292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -7681295.000000 Penalty: 5506.669922
	Iteration 66Q: 3 clusters Score -7681295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -7681295.500000 Penalty: 5506.669922
	Iteration 67Q: 3 clusters Score -7681296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -7681298.500000 Penalty: 5506.669922
	Iteration 68Q: 3 clusters Score -7681298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -7681301.500000 Penalty: 5506.669922
	Iteration 69Q: 3 clusters Score -7681302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -7681313.000000 Penalty: 5506.669922
	Iteration 70Q: 3 clusters Score -7681313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -7681317.000000 Penalty: 5506.669922
	Iteration 71Q: 3 clusters Score -7681317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -7681303.000000 Penalty: 5506.669922
	Iteration 72Q: 3 clusters Score -7681303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -7681301.000000 Penalty: 5506.669922
	Iteration 73Q: 3 clusters Score -7681301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -7681303.500000 Penalty: 5506.669922
	Iteration 74Q: 3 clusters Score -7681304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -7681297.500000 Penalty: 5506.669922
	Iteration 75Q: 3 clusters Score -7681298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -7681309.500000 Penalty: 5506.669922
	Iteration 76Q: 3 clusters Score -7681310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -7681304.500000 Penalty: 5506.669922
	Iteration 77Q: 3 clusters Score -7681304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -7681306.500000 Penalty: 5506.669922
	Iteration 78Q: 3 clusters Score -7681306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -7681306.000000 Penalty: 5506.669922
	Iteration 79Q: 3 clusters Score -7681306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -7681305.000000 Penalty: 5506.669922
	Iteration 80F: 3 clusters Score -7681305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -7681310.500000 Penalty: 5506.669922
	Iteration 81Q: 3 clusters Score -7681310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -7681314.000000 Penalty: 5506.669922
	Iteration 82Q: 3 clusters Score -7681314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -7681317.500000 Penalty: 5506.669922
	Iteration 83Q: 3 clusters Score -7681318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -7681328.000000 Penalty: 5506.669922
	Iteration 84Q: 3 clusters Score -7681328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -7681320.500000 Penalty: 5506.669922
	Iteration 85Q: 3 clusters Score -7681320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -7681330.000000 Penalty: 5506.669922
	Iteration 86Q: 3 clusters Score -7681330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -7681332.500000 Penalty: 5506.669922
	Iteration 87Q: 3 clusters Score -7681332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -7681333.500000 Penalty: 5506.669922
	Iteration 88Q: 3 clusters Score -7681334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -7681325.500000 Penalty: 5506.669922
	Iteration 89Q: 3 clusters Score -7681326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -7681319.000000 Penalty: 5506.669922
	Iteration 90Q: 3 clusters Score -7681319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -7681313.500000 Penalty: 5506.669922
	Iteration 91Q: 3 clusters Score -7681314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -7681314.500000 Penalty: 5506.669922
	Iteration 92Q: 3 clusters Score -7681314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -7681302.500000 Penalty: 5506.669922
	Iteration 93Q: 3 clusters Score -7681302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -7681298.000000 Penalty: 5506.669922
	Iteration 94Q: 3 clusters Score -7681298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -7681311.000000 Penalty: 5506.669922
	Iteration 95Q: 3 clusters Score -7681311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -7681307.000000 Penalty: 5506.669922
	Iteration 96Q: 3 clusters Score -7681307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -7681310.000000 Penalty: 5506.669922
	Iteration 97Q: 3 clusters Score -7681310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -7681305.500000 Penalty: 5506.669922
	Iteration 98Q: 3 clusters Score -7681306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -7681303.500000 Penalty: 5506.669922
	Iteration 99Q: 3 clusters Score -7681304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -7681299.000000 Penalty: 5506.669922
	Iteration 100F: 3 clusters Score -7681299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -7681300.500000 Penalty: 5506.669922
	Iteration 101Q: 3 clusters Score -7681300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -7681302.000000 Penalty: 5506.669922
	Iteration 102Q: 3 clusters Score -7681302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -7681291.500000 Penalty: 5506.669922
	Iteration 103Q: 3 clusters Score -7681292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -7681307.500000 Penalty: 5506.669922
	Iteration 104Q: 3 clusters Score -7681308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -7681304.500000 Penalty: 5506.669922
	Iteration 105Q: 3 clusters Score -7681304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -7681307.000000 Penalty: 5506.669922
	Iteration 106Q: 3 clusters Score -7681307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -7681308.500000 Penalty: 5506.669922
	Iteration 107Q: 3 clusters Score -7681308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -7681309.500000 Penalty: 5506.669922
	Iteration 108Q: 3 clusters Score -7681310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -7681309.500000 Penalty: 5506.669922
	Iteration 109Q: 3 clusters Score -7681310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -7681314.000000 Penalty: 5506.669922
	Iteration 110Q: 3 clusters Score -7681314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -7681320.000000 Penalty: 5506.669922
	Iteration 111Q: 3 clusters Score -7681320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -7681322.000000 Penalty: 5506.669922
	Iteration 112Q: 3 clusters Score -7681322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -7681325.000000 Penalty: 5506.669922
	Iteration 113Q: 3 clusters Score -7681325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -7681322.500000 Penalty: 5506.669922
	Iteration 114Q: 3 clusters Score -7681322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -7681314.000000 Penalty: 5506.669922
	Iteration 115Q: 3 clusters Score -7681314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -7681306.500000 Penalty: 5506.669922
	Iteration 116Q: 3 clusters Score -7681306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -7681310.500000 Penalty: 5506.669922
	Iteration 117Q: 3 clusters Score -7681310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -7681290.000000 Penalty: 5506.669922
	Iteration 118Q: 3 clusters Score -7681290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -7681309.000000 Penalty: 5506.669922
	Iteration 119Q: 3 clusters Score -7681309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -7681297.500000 Penalty: 5506.669922
	Iteration 120F: 3 clusters Score -7681298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -7681299.500000 Penalty: 5506.669922
	Iteration 121Q: 3 clusters Score -7681300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -7681306.000000 Penalty: 5506.669922
	Iteration 122Q: 3 clusters Score -7681306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -7681311.000000 Penalty: 5506.669922
	Iteration 123Q: 3 clusters Score -7681311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -7681309.000000 Penalty: 5506.669922
	Iteration 124Q: 3 clusters Score -7681309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -7681308.500000 Penalty: 5506.669922
	Iteration 125Q: 3 clusters Score -7681308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -7681305.500000 Penalty: 5506.669922
	Iteration 126Q: 3 clusters Score -7681306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -7681309.000000 Penalty: 5506.669922
	Iteration 127Q: 3 clusters Score -7681309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -7681311.000000 Penalty: 5506.669922
	Iteration 128Q: 3 clusters Score -7681311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -7681303.500000 Penalty: 5506.669922
	Iteration 129Q: 3 clusters Score -7681304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -7681303.000000 Penalty: 5506.669922
	Iteration 130Q: 3 clusters Score -7681303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -7681316.500000 Penalty: 5506.669922
	Iteration 131Q: 3 clusters Score -7681316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -7681300.500000 Penalty: 5506.669922
	Iteration 132Q: 3 clusters Score -7681300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -7681297.500000 Penalty: 5506.669922
	Iteration 133Q: 3 clusters Score -7681298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -7681305.000000 Penalty: 5506.669922
	Iteration 134Q: 3 clusters Score -7681305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -7681292.500000 Penalty: 5506.669922
	Iteration 135Q: 3 clusters Score -7681292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -7681304.000000 Penalty: 5506.669922
	Iteration 136Q: 3 clusters Score -7681304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -7681305.500000 Penalty: 5506.669922
	Iteration 137Q: 3 clusters Score -7681306 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -7681311.500000 Penalty: 5506.669922
	Iteration 138Q: 3 clusters Score -7681312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -7681322.500000 Penalty: 5506.669922
	Iteration 139Q: 3 clusters Score -7681322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -7681348.000000 Penalty: 5506.669922
	Iteration 140F: 3 clusters Score -7681348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -7681343.500000 Penalty: 5506.669922
	Iteration 141Q: 3 clusters Score -7681344 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -7681351.000000 Penalty: 5506.669922
	Iteration 142Q: 3 clusters Score -7681351 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -7681353.500000 Penalty: 5506.669922
	Iteration 143Q: 3 clusters Score -7681354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -7681353.500000 Penalty: 5506.669922
	Iteration 144Q: 3 clusters Score -7681354 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -7681368.500000 Penalty: 5506.669922
	Iteration 145Q: 3 clusters Score -7681368 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -7681357.000000 Penalty: 5506.669922
	Iteration 146Q: 3 clusters Score -7681357 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -7681362.500000 Penalty: 5506.669922
	Iteration 147Q: 3 clusters Score -7681362 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -7681389.000000 Penalty: 5506.669922
	Iteration 148Q: 3 clusters Score -7681389 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -7681380.500000 Penalty: 5506.669922
	Iteration 149Q: 3 clusters Score -7681380 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -7681398.500000 Penalty: 5506.669922
	Iteration 150Q: 3 clusters Score -7681398 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -7681410.500000 Penalty: 5506.669922
	Iteration 151Q: 3 clusters Score -7681410 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -7681400.500000 Penalty: 5506.669922
	Iteration 152Q: 3 clusters Score -7681400 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -7681408.500000 Penalty: 5506.669922
	Iteration 153Q: 3 clusters Score -7681408 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -7681412.000000 Penalty: 5506.669922
	Iteration 154Q: 3 clusters Score -7681412 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -7681394.500000 Penalty: 5506.669922
	Iteration 155Q: 3 clusters Score -7681394 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -7681417.000000 Penalty: 5506.669922
	Iteration 156Q: 3 clusters Score -7681417 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -7681439.000000 Penalty: 5506.669922
	Iteration 157Q: 3 clusters Score -7681439 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -7681448.000000 Penalty: 5506.669922
	Iteration 158Q: 3 clusters Score -7681448 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -7681449.500000 Penalty: 5506.669922
	Iteration 159Q: 3 clusters Score -7681450 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -7681455.000000 Penalty: 5506.669922
	Iteration 160F: 3 clusters Score -7681455 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -7681476.500000 Penalty: 5506.669922
	Iteration 161Q: 3 clusters Score -7681476 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -7681492.000000 Penalty: 5506.669922
	Iteration 162Q: 3 clusters Score -7681492 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -7681507.500000 Penalty: 5506.669922
	Iteration 163Q: 3 clusters Score -7681508 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -7681545.500000 Penalty: 5506.669922
	Iteration 164Q: 3 clusters Score -7681546 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -7681553.000000 Penalty: 5506.669922
	Iteration 165Q: 3 clusters Score -7681553 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -7681591.000000 Penalty: 5506.669922
	Iteration 166Q: 3 clusters Score -7681591 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -7681618.000000 Penalty: 5506.669922
	Iteration 167Q: 3 clusters Score -7681618 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -7681658.500000 Penalty: 5506.669922
	Iteration 168Q: 3 clusters Score -7681658 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -7681682.500000 Penalty: 5506.669922
	Iteration 169Q: 3 clusters Score -7681682 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -7681714.500000 Penalty: 5506.669922
	Iteration 170Q: 3 clusters Score -7681714 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -7681757.000000 Penalty: 5506.669922
	Iteration 171Q: 3 clusters Score -7681757 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -7681798.500000 Penalty: 5506.669922
	Iteration 172Q: 3 clusters Score -7681798 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -7681892.500000 Penalty: 5506.669922
	Iteration 173Q: 3 clusters Score -7681892 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -7681973.000000 Penalty: 5506.669922
	Iteration 174Q: 3 clusters Score -7681973 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -7682028.000000 Penalty: 5506.669922
	Iteration 175Q: 3 clusters Score -7682028 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -7682083.500000 Penalty: 5506.669922
	Iteration 176Q: 3 clusters Score -7682084 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -7682201.500000 Penalty: 5506.669922
	Iteration 177Q: 3 clusters Score -7682202 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -7682298.500000 Penalty: 5506.669922
	Iteration 178Q: 3 clusters Score -7682298 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -7682422.000000 Penalty: 5506.669922
	Iteration 179Q: 3 clusters Score -7682422 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -7682514.000000 Penalty: 5506.669922
	Iteration 180F: 3 clusters Score -7682514 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -7682573.500000 Penalty: 5506.669922
	Iteration 181Q: 3 clusters Score -7682574 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -7682747.000000 Penalty: 5506.669922
	Iteration 182Q: 3 clusters Score -7682747 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -7682864.000000 Penalty: 5506.669922
	Iteration 183Q: 3 clusters Score -7682864 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -7683013.500000 Penalty: 5506.669922
	Iteration 184Q: 3 clusters Score -7683014 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -7683197.000000 Penalty: 5506.669922
	Iteration 185Q: 3 clusters Score -7683197 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -7683350.000000 Penalty: 5506.669922
	Iteration 186Q: 3 clusters Score -7683350 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -7683514.500000 Penalty: 5506.669922
	Iteration 187Q: 3 clusters Score -7683514 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -7683662.000000 Penalty: 5506.669922
	Iteration 188Q: 3 clusters Score -7683662 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -7683865.500000 Penalty: 5506.669922
	Iteration 189Q: 3 clusters Score -7683866 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -7684036.000000 Penalty: 5506.669922
	Iteration 190Q: 3 clusters Score -7684036 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -7684277.000000 Penalty: 5506.669922
	Iteration 191Q: 3 clusters Score -7684277 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -7684591.000000 Penalty: 5506.669922
	Iteration 192Q: 3 clusters Score -7684591 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -7684834.500000 Penalty: 5506.669922
	Iteration 193Q: 3 clusters Score -7684834 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -7685088.000000 Penalty: 5506.669922
	Iteration 194Q: 3 clusters Score -7685088 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -7685411.000000 Penalty: 5506.669922
	Iteration 195Q: 3 clusters Score -7685411 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -7685679.000000 Penalty: 5506.669922
	Iteration 196Q: 3 clusters Score -7685679 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -7685960.500000 Penalty: 5506.669922
	Iteration 197Q: 3 clusters Score -7685960 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -7686189.500000 Penalty: 5506.669922
	Iteration 198Q: 3 clusters Score -7686190 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -7686354.500000 Penalty: 5506.669922
	Iteration 199Q: 3 clusters Score -7686354 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64250 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7686521.500000 Penalty: 5506.669922
	Iteration 200F: 3 clusters Score -7686522 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64558 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7686714.000000 Penalty: 5506.669922
	Iteration 201Q: 3 clusters Score -7686714 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7686858.500000 Penalty: 5506.669922
	Iteration 202Q: 3 clusters Score -7686858 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7686958.500000 Penalty: 5506.669922
	Iteration 203Q: 3 clusters Score -7686958 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7687055.000000 Penalty: 5506.669922
	Iteration 204Q: 3 clusters Score -7687055 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7687131.500000 Penalty: 5506.669922
	Iteration 205Q: 3 clusters Score -7687132 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7687197.500000 Penalty: 5506.669922
	Iteration 206Q: 3 clusters Score -7687198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65428 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7687226.500000 Penalty: 5506.669922
	Iteration 207Q: 3 clusters Score -7687226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7687265.000000 Penalty: 5506.669922
	Iteration 208Q: 3 clusters Score -7687265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7687294.000000 Penalty: 5506.669922
	Iteration 209Q: 3 clusters Score -7687294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7687312.500000 Penalty: 5506.669922
	Iteration 210Q: 3 clusters Score -7687312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7687318.500000 Penalty: 5506.669922
	Iteration 211Q: 3 clusters Score -7687318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7687329.000000 Penalty: 5506.669922
	Iteration 212Q: 3 clusters Score -7687329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7687355.000000 Penalty: 5506.669922
	Iteration 213Q: 3 clusters Score -7687355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7687368.500000 Penalty: 5506.669922
	Iteration 214Q: 3 clusters Score -7687368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7687379.500000 Penalty: 5506.669922
	Iteration 215Q: 3 clusters Score -7687380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7687390.000000 Penalty: 5506.669922
	Iteration 216Q: 3 clusters Score -7687390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65663 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7687392.000000 Penalty: 5506.669922
	Iteration 217Q: 3 clusters Score -7687392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7687401.500000 Penalty: 5506.669922
	Iteration 218Q: 3 clusters Score -7687402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7687404.000000 Penalty: 5506.669922
	Iteration 219Q: 3 clusters Score -7687404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7687410.500000 Penalty: 5506.669922
	Iteration 220F: 3 clusters Score -7687410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7687422.000000 Penalty: 5506.669922
	Iteration 221Q: 3 clusters Score -7687422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65701 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7687425.000000 Penalty: 5506.669922
	Iteration 222Q: 3 clusters Score -7687425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7687434.500000 Penalty: 5506.669922
	Iteration 223Q: 3 clusters Score -7687434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7687429.500000 Penalty: 5506.669922
	Iteration 224Q: 3 clusters Score -7687430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7687438.500000 Penalty: 5506.669922
	Iteration 225Q: 3 clusters Score -7687438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7687433.000000 Penalty: 5506.669922
	Iteration 226Q: 3 clusters Score -7687433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7687438.500000 Penalty: 5506.669922
	Iteration 227Q: 3 clusters Score -7687438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7687445.500000 Penalty: 5506.669922
	Iteration 228Q: 3 clusters Score -7687446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7687449.500000 Penalty: 5506.669922
	Iteration 229Q: 3 clusters Score -7687450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7687447.500000 Penalty: 5506.669922
	Iteration 230Q: 3 clusters Score -7687448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7687447.500000 Penalty: 5506.669922
	Iteration 231Q: 3 clusters Score -7687448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7687447.500000 Penalty: 5506.669922
	Iteration 232F: 3 clusters Score -7687448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Entering Unmasked Estep 
Score: -3745771.500000 Penalty: 2571.297119
	Iteration 0F: 2 clusters Score -3745772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3724079.750000 Penalty: 5142.594238
	Iteration 0F: 3 clusters Score -3724080 nChanged 14340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3731741.250000 Penalty: 5142.594238
	Iteration 1F: 3 clusters Score -3731741 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3732233.000000 Penalty: 5142.594238
	Iteration 2Q: 3 clusters Score -3732233 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3732764.000000 Penalty: 5142.594238
	Iteration 3Q: 3 clusters Score -3732764 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3733263.250000 Penalty: 5142.594238
	Iteration 4Q: 3 clusters Score -3733263 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3733817.250000 Penalty: 5142.594238
	Iteration 5Q: 3 clusters Score -3733817 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3734483.250000 Penalty: 5142.594238
	Iteration 6Q: 3 clusters Score -3734483 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3735284.000000 Penalty: 5142.594238
	Iteration 7Q: 3 clusters Score -3735284 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3736196.250000 Penalty: 5142.594238
	Iteration 8F: 3 clusters Score -3736196 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3737252.250000 Penalty: 5142.594238
	Iteration 9F: 3 clusters Score -3737252 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3738318.500000 Penalty: 5142.594238
	Iteration 10F: 3 clusters Score -3738318 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3739235.750000 Penalty: 5142.594238
	Iteration 11Q: 3 clusters Score -3739236 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3739840.250000 Penalty: 5142.594238
	Iteration 12Q: 3 clusters Score -3739840 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3740210.250000 Penalty: 5142.594238
	Iteration 13Q: 3 clusters Score -3740210 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3740428.500000 Penalty: 5142.594238
	Iteration 14Q: 3 clusters Score -3740428 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -3740609.500000 Penalty: 5142.594238
	Iteration 15Q: 3 clusters Score -3740610 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3740796.750000 Penalty: 5142.594238
	Iteration 16Q: 3 clusters Score -3740797 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3740980.000000 Penalty: 5142.594238
	Iteration 17Q: 3 clusters Score -3740980 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3741092.250000 Penalty: 5142.594238
	Iteration 18Q: 3 clusters Score -3741092 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3741259.750000 Penalty: 5142.594238
	Iteration 19Q: 3 clusters Score -3741260 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3741411.250000 Penalty: 5142.594238
	Iteration 20F: 3 clusters Score -3741411 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3741568.000000 Penalty: 5142.594238
	Iteration 21Q: 3 clusters Score -3741568 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -3741705.500000 Penalty: 5142.594238
	Iteration 22Q: 3 clusters Score -3741706 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3741820.250000 Penalty: 5142.594238
	Iteration 23Q: 3 clusters Score -3741820 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3741955.750000 Penalty: 5142.594238
	Iteration 24Q: 3 clusters Score -3741956 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3742083.750000 Penalty: 5142.594238
	Iteration 25Q: 3 clusters Score -3742084 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -3742220.250000 Penalty: 5142.594238
	Iteration 26Q: 3 clusters Score -3742220 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3742389.500000 Penalty: 5142.594238
	Iteration 27Q: 3 clusters Score -3742390 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3742557.000000 Penalty: 5142.594238
	Iteration 28Q: 3 clusters Score -3742557 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3742690.000000 Penalty: 5142.594238
	Iteration 29Q: 3 clusters Score -3742690 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3742802.750000 Penalty: 5142.594238
	Iteration 30Q: 3 clusters Score -3742803 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3742934.250000 Penalty: 5142.594238
	Iteration 31Q: 3 clusters Score -3742934 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3743056.250000 Penalty: 5142.594238
	Iteration 32Q: 3 clusters Score -3743056 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3743160.500000 Penalty: 5142.594238
	Iteration 33Q: 3 clusters Score -3743160 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3743273.500000 Penalty: 5142.594238
	Iteration 34Q: 3 clusters Score -3743274 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3743351.750000 Penalty: 5142.594238
	Iteration 35Q: 3 clusters Score -3743352 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3743432.000000 Penalty: 5142.594238
	Iteration 36Q: 3 clusters Score -3743432 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3743504.750000 Penalty: 5142.594238
	Iteration 37Q: 3 clusters Score -3743505 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3743583.500000 Penalty: 5142.594238
	Iteration 38Q: 3 clusters Score -3743584 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3743655.000000 Penalty: 5142.594238
	Iteration 39Q: 3 clusters Score -3743655 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3743726.750000 Penalty: 5142.594238
	Iteration 40F: 3 clusters Score -3743727 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3743761.250000 Penalty: 5142.594238
	Iteration 41Q: 3 clusters Score -3743761 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3743807.000000 Penalty: 5142.594238
	Iteration 42Q: 3 clusters Score -3743807 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3743823.500000 Penalty: 5142.594238
	Iteration 43Q: 3 clusters Score -3743824 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3743856.750000 Penalty: 5142.594238
	Iteration 44Q: 3 clusters Score -3743857 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3743887.500000 Penalty: 5142.594238
	Iteration 45Q: 3 clusters Score -3743888 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3743911.250000 Penalty: 5142.594238
	Iteration 46Q: 3 clusters Score -3743911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3743917.750000 Penalty: 5142.594238
	Iteration 47Q: 3 clusters Score -3743918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3743944.750000 Penalty: 5142.594238
	Iteration 48Q: 3 clusters Score -3743945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3743955.250000 Penalty: 5142.594238
	Iteration 49Q: 3 clusters Score -3743955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3743962.250000 Penalty: 5142.594238
	Iteration 50Q: 3 clusters Score -3743962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3743975.750000 Penalty: 5142.594238
	Iteration 51Q: 3 clusters Score -3743976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3743982.000000 Penalty: 5142.594238
	Iteration 52Q: 3 clusters Score -3743982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3743987.000000 Penalty: 5142.594238
	Iteration 53Q: 3 clusters Score -3743987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3743991.000000 Penalty: 5142.594238
	Iteration 54Q: 3 clusters Score -3743991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3743996.000000 Penalty: 5142.594238
	Iteration 55Q: 3 clusters Score -3743996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3744014.250000 Penalty: 5142.594238
	Iteration 56Q: 3 clusters Score -3744014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3744024.750000 Penalty: 5142.594238
	Iteration 57Q: 3 clusters Score -3744025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3744029.250000 Penalty: 5142.594238
	Iteration 58Q: 3 clusters Score -3744029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3744032.750000 Penalty: 5142.594238
	Iteration 59Q: 3 clusters Score -3744033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3744035.750000 Penalty: 5142.594238
	Iteration 60F: 3 clusters Score -3744036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3744040.000000 Penalty: 5142.594238
	Iteration 61Q: 3 clusters Score -3744040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3744043.250000 Penalty: 5142.594238
	Iteration 62Q: 3 clusters Score -3744043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3744050.750000 Penalty: 5142.594238
	Iteration 63Q: 3 clusters Score -3744051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3744053.000000 Penalty: 5142.594238
	Iteration 64Q: 3 clusters Score -3744053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3744055.500000 Penalty: 5142.594238
	Iteration 65Q: 3 clusters Score -3744056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3744058.000000 Penalty: 5142.594238
	Iteration 66Q: 3 clusters Score -3744058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3744060.750000 Penalty: 5142.594238
	Iteration 67Q: 3 clusters Score -3744061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3744062.250000 Penalty: 5142.594238
	Iteration 68Q: 3 clusters Score -3744062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3744067.500000 Penalty: 5142.594238
	Iteration 69Q: 3 clusters Score -3744068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3744067.000000 Penalty: 5142.594238
	Iteration 70Q: 3 clusters Score -3744067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3744068.000000 Penalty: 5142.594238
	Iteration 71Q: 3 clusters Score -3744068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3744065.500000 Penalty: 5142.594238
	Iteration 72Q: 3 clusters Score -3744066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3744068.000000 Penalty: 5142.594238
	Iteration 73Q: 3 clusters Score -3744068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3744068.000000 Penalty: 5142.594238
	Iteration 74F: 3 clusters Score -3744068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (186927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186927 members 
Entering Unmasked Estep 
Score: -21665722.000000 Penalty: 3010.341309
	Iteration 0F: 2 clusters Score -2.166572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93799 members 
Mstep: Class 2 contains 93128 members 
Entering Unmasked Estep 
Score: -21543914.000000 Penalty: 6020.682617
	Iteration 0F: 3 clusters Score -2.154391e+07 nChanged 89913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99208 members 
Mstep: Class 2 contains 87719 members 
Entering Unmasked Estep 
Score: -21595972.000000 Penalty: 6020.682617
	Iteration 1F: 3 clusters Score -2.159597e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102786 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -21597558.000000 Penalty: 6020.682617
	Iteration 2Q: 3 clusters Score -2.159756e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -21600280.000000 Penalty: 6020.682617
	Iteration 3Q: 3 clusters Score -2.160028e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116693 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -21604748.000000 Penalty: 6020.682617
	Iteration 4Q: 3 clusters Score -2.160475e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128603 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -21612938.000000 Penalty: 6020.682617
	Iteration 5F: 3 clusters Score -2.161294e+07 nChanged 15553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143894 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -21625850.000000 Penalty: 6020.682617
	Iteration 6F: 3 clusters Score -2.162585e+07 nChanged 15925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159705 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -21640488.000000 Penalty: 6020.682617
	Iteration 7F: 3 clusters Score -2.164049e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171959 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -21651962.000000 Penalty: 6020.682617
	Iteration 8F: 3 clusters Score -2.165196e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178826 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -21657970.000000 Penalty: 6020.682617
	Iteration 9Q: 3 clusters Score -2.165797e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181964 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -21660878.000000 Penalty: 6020.682617
	Iteration 10Q: 3 clusters Score -2.166088e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183171 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -21662156.000000 Penalty: 6020.682617
	Iteration 11Q: 3 clusters Score -2.166216e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183602 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -21662796.000000 Penalty: 6020.682617
	Iteration 12Q: 3 clusters Score -2.16628e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183821 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -21663170.000000 Penalty: 6020.682617
	Iteration 13Q: 3 clusters Score -2.166317e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183928 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -21663380.000000 Penalty: 6020.682617
	Iteration 14Q: 3 clusters Score -2.166338e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184001 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -21663514.000000 Penalty: 6020.682617
	Iteration 15Q: 3 clusters Score -2.166351e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184050 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -21663620.000000 Penalty: 6020.682617
	Iteration 16Q: 3 clusters Score -2.166362e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184083 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -21663690.000000 Penalty: 6020.682617
	Iteration 17Q: 3 clusters Score -2.166369e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184116 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -21663722.000000 Penalty: 6020.682617
	Iteration 18Q: 3 clusters Score -2.166372e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184134 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -21663748.000000 Penalty: 6020.682617
	Iteration 19Q: 3 clusters Score -2.166375e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184143 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -21663790.000000 Penalty: 6020.682617
	Iteration 20F: 3 clusters Score -2.166379e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -21663780.000000 Penalty: 6020.682617
	Iteration 21Q: 3 clusters Score -2.166378e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184151 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -21663782.000000 Penalty: 6020.682617
	Iteration 22Q: 3 clusters Score -2.166378e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184155 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -21663820.000000 Penalty: 6020.682617
	Iteration 23Q: 3 clusters Score -2.166382e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184156 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -21663828.000000 Penalty: 6020.682617
	Iteration 24Q: 3 clusters Score -2.166383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184166 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -21663836.000000 Penalty: 6020.682617
	Iteration 25Q: 3 clusters Score -2.166384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184179 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -21663840.000000 Penalty: 6020.682617
	Iteration 26Q: 3 clusters Score -2.166384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184185 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -21663826.000000 Penalty: 6020.682617
	Iteration 27Q: 3 clusters Score -2.166383e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184196 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -21663834.000000 Penalty: 6020.682617
	Iteration 28Q: 3 clusters Score -2.166383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184210 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -21663834.000000 Penalty: 6020.682617
	Iteration 29Q: 3 clusters Score -2.166383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184218 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -21663838.000000 Penalty: 6020.682617
	Iteration 30Q: 3 clusters Score -2.166384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184227 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -21663828.000000 Penalty: 6020.682617
	Iteration 31Q: 3 clusters Score -2.166383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184233 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -21663834.000000 Penalty: 6020.682617
	Iteration 32Q: 3 clusters Score -2.166383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184238 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -21663854.000000 Penalty: 6020.682617
	Iteration 33Q: 3 clusters Score -2.166385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184245 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -21663854.000000 Penalty: 6020.682617
	Iteration 34Q: 3 clusters Score -2.166385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184245 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -21663852.000000 Penalty: 6020.682617
	Iteration 35Q: 3 clusters Score -2.166385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184247 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -21663850.000000 Penalty: 6020.682617
	Iteration 36Q: 3 clusters Score -2.166385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184247 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -21663868.000000 Penalty: 6020.682617
	Iteration 37Q: 3 clusters Score -2.166387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184248 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -21663876.000000 Penalty: 6020.682617
	Iteration 38Q: 3 clusters Score -2.166388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184251 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -21663874.000000 Penalty: 6020.682617
	Iteration 39Q: 3 clusters Score -2.166387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184250 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -21663876.000000 Penalty: 6020.682617
	Iteration 40F: 3 clusters Score -2.166388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184244 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -21663876.000000 Penalty: 6020.682617
	Iteration 41Q: 3 clusters Score -2.166388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184246 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -21663866.000000 Penalty: 6020.682617
	Iteration 42Q: 3 clusters Score -2.166387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184245 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -21663862.000000 Penalty: 6020.682617
	Iteration 43Q: 3 clusters Score -2.166386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184242 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -21663860.000000 Penalty: 6020.682617
	Iteration 44Q: 3 clusters Score -2.166386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184240 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -21663870.000000 Penalty: 6020.682617
	Iteration 45Q: 3 clusters Score -2.166387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184236 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -21663860.000000 Penalty: 6020.682617
	Iteration 46Q: 3 clusters Score -2.166386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184230 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -21663884.000000 Penalty: 6020.682617
	Iteration 47Q: 3 clusters Score -2.166388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184230 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -21663866.000000 Penalty: 6020.682617
	Iteration 48Q: 3 clusters Score -2.166387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184228 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -21663878.000000 Penalty: 6020.682617
	Iteration 49Q: 3 clusters Score -2.166388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184228 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -21663880.000000 Penalty: 6020.682617
	Iteration 50Q: 3 clusters Score -2.166388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184230 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -21663880.000000 Penalty: 6020.682617
	Iteration 51Q: 3 clusters Score -2.166388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184228 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -21663870.000000 Penalty: 6020.682617
	Iteration 52Q: 3 clusters Score -2.166387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184227 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -21663882.000000 Penalty: 6020.682617
	Iteration 53Q: 3 clusters Score -2.166388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184225 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -21663896.000000 Penalty: 6020.682617
	Iteration 54Q: 3 clusters Score -2.16639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184229 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -21663888.000000 Penalty: 6020.682617
	Iteration 55Q: 3 clusters Score -2.166389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184231 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -21663894.000000 Penalty: 6020.682617
	Iteration 56Q: 3 clusters Score -2.166389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184231 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -21663902.000000 Penalty: 6020.682617
	Iteration 57Q: 3 clusters Score -2.16639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184232 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -21663896.000000 Penalty: 6020.682617
	Iteration 58Q: 3 clusters Score -2.16639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184229 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -21663896.000000 Penalty: 6020.682617
	Iteration 59Q: 3 clusters Score -2.16639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184228 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -21663908.000000 Penalty: 6020.682617
	Iteration 60F: 3 clusters Score -2.166391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184230 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -21663898.000000 Penalty: 6020.682617
	Iteration 61Q: 3 clusters Score -2.16639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184230 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -21663898.000000 Penalty: 6020.682617
	Iteration 62F: 3 clusters Score -2.16639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Entering Unmasked Estep 
Score: -428356.843750 Penalty: 2049.689697
	Iteration 0F: 2 clusters Score -428356.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -424569.937500 Penalty: 4099.379395
	Iteration 0F: 3 clusters Score -424569.9 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -425423.031250 Penalty: 4099.379395
	Iteration 1F: 3 clusters Score -425423 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -425691.218750 Penalty: 4099.379395
	Iteration 2F: 3 clusters Score -425691.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -425896.781250 Penalty: 4099.379395
	Iteration 3F: 3 clusters Score -425896.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -426069.750000 Penalty: 4099.379395
	Iteration 4F: 3 clusters Score -426069.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -426225.531250 Penalty: 4099.379395
	Iteration 5Q: 3 clusters Score -426225.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -426359.937500 Penalty: 4099.379395
	Iteration 6Q: 3 clusters Score -426359.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -426469.875000 Penalty: 4099.379395
	Iteration 7Q: 3 clusters Score -426469.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -426566.656250 Penalty: 4099.379395
	Iteration 8Q: 3 clusters Score -426566.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -426656.812500 Penalty: 4099.379395
	Iteration 9Q: 3 clusters Score -426656.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -426740.406250 Penalty: 4099.379395
	Iteration 10Q: 3 clusters Score -426740.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -426802.718750 Penalty: 4099.379395
	Iteration 11Q: 3 clusters Score -426802.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -426845.968750 Penalty: 4099.379395
	Iteration 12Q: 3 clusters Score -426846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -426882.218750 Penalty: 4099.379395
	Iteration 13Q: 3 clusters Score -426882.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -426907.156250 Penalty: 4099.379395
	Iteration 14Q: 3 clusters Score -426907.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -426918.875000 Penalty: 4099.379395
	Iteration 15Q: 3 clusters Score -426918.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -426933.000000 Penalty: 4099.379395
	Iteration 16Q: 3 clusters Score -426933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -426943.312500 Penalty: 4099.379395
	Iteration 17Q: 3 clusters Score -426943.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -426950.437500 Penalty: 4099.379395
	Iteration 18Q: 3 clusters Score -426950.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -426956.406250 Penalty: 4099.379395
	Iteration 19Q: 3 clusters Score -426956.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -426963.125000 Penalty: 4099.379395
	Iteration 20F: 3 clusters Score -426963.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -426973.468750 Penalty: 4099.379395
	Iteration 21Q: 3 clusters Score -426973.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -426977.968750 Penalty: 4099.379395
	Iteration 22Q: 3 clusters Score -426978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -426979.843750 Penalty: 4099.379395
	Iteration 23Q: 3 clusters Score -426979.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -426980.812500 Penalty: 4099.379395
	Iteration 24Q: 3 clusters Score -426980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -426983.750000 Penalty: 4099.379395
	Iteration 25Q: 3 clusters Score -426983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -426983.750000 Penalty: 4099.379395
	Iteration 26F: 3 clusters Score -426983.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -194885.375000 Penalty: 1875.673706
	Iteration 0F: 2 clusters Score -194885.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -192360.218750 Penalty: 3751.347412
	Iteration 0F: 3 clusters Score -192360.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -192908.203125 Penalty: 3751.347412
	Iteration 1F: 3 clusters Score -192908.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -193084.500000 Penalty: 3751.347412
	Iteration 2F: 3 clusters Score -193084.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -193188.765625 Penalty: 3751.347412
	Iteration 3Q: 3 clusters Score -193188.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -193285.046875 Penalty: 3751.347412
	Iteration 4Q: 3 clusters Score -193285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -193358.062500 Penalty: 3751.347412
	Iteration 5Q: 3 clusters Score -193358.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -193416.140625 Penalty: 3751.347412
	Iteration 6Q: 3 clusters Score -193416.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -193458.062500 Penalty: 3751.347412
	Iteration 7Q: 3 clusters Score -193458.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -193487.531250 Penalty: 3751.347412
	Iteration 8Q: 3 clusters Score -193487.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -193509.562500 Penalty: 3751.347412
	Iteration 9Q: 3 clusters Score -193509.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -193521.984375 Penalty: 3751.347412
	Iteration 10Q: 3 clusters Score -193522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -193527.531250 Penalty: 3751.347412
	Iteration 11Q: 3 clusters Score -193527.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -193532.421875 Penalty: 3751.347412
	Iteration 12Q: 3 clusters Score -193532.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -193539.453125 Penalty: 3751.347412
	Iteration 13Q: 3 clusters Score -193539.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -193544.796875 Penalty: 3751.347412
	Iteration 14Q: 3 clusters Score -193544.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -193548.968750 Penalty: 3751.347412
	Iteration 15Q: 3 clusters Score -193549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -193554.359375 Penalty: 3751.347412
	Iteration 16Q: 3 clusters Score -193554.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -193558.906250 Penalty: 3751.347412
	Iteration 17Q: 3 clusters Score -193558.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -193564.812500 Penalty: 3751.347412
	Iteration 18Q: 3 clusters Score -193564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -193566.812500 Penalty: 3751.347412
	Iteration 19Q: 3 clusters Score -193566.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -193566.812500 Penalty: 3751.347412
	Iteration 20F: 3 clusters Score -193566.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Entering Unmasked Estep 
Score: -5931254.000000 Penalty: 2686.968262
	Iteration 0F: 2 clusters Score -5931254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -5896919.000000 Penalty: 5373.936523
	Iteration 0F: 3 clusters Score -5896919 nChanged 23564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -5909932.000000 Penalty: 5373.936523
	Iteration 1F: 3 clusters Score -5909932 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -5910485.500000 Penalty: 5373.936523
	Iteration 2Q: 3 clusters Score -5910486 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -5911044.000000 Penalty: 5373.936523
	Iteration 3Q: 3 clusters Score -5911044 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -5911635.000000 Penalty: 5373.936523
	Iteration 4Q: 3 clusters Score -5911635 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -5912294.500000 Penalty: 5373.936523
	Iteration 5Q: 3 clusters Score -5912294 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -5913101.000000 Penalty: 5373.936523
	Iteration 6Q: 3 clusters Score -5913101 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -5914190.000000 Penalty: 5373.936523
	Iteration 7Q: 3 clusters Score -5914190 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -5915681.500000 Penalty: 5373.936523
	Iteration 8F: 3 clusters Score -5915682 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -5917411.500000 Penalty: 5373.936523
	Iteration 9F: 3 clusters Score -5917412 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -5919414.000000 Penalty: 5373.936523
	Iteration 10F: 3 clusters Score -5919414 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -5921409.000000 Penalty: 5373.936523
	Iteration 11F: 3 clusters Score -5921409 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -5923079.500000 Penalty: 5373.936523
	Iteration 12Q: 3 clusters Score -5923080 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -5924261.000000 Penalty: 5373.936523
	Iteration 13Q: 3 clusters Score -5924261 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -5925078.000000 Penalty: 5373.936523
	Iteration 14Q: 3 clusters Score -5925078 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -5925802.500000 Penalty: 5373.936523
	Iteration 15Q: 3 clusters Score -5925802 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -5926447.500000 Penalty: 5373.936523
	Iteration 16Q: 3 clusters Score -5926448 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -5927167.000000 Penalty: 5373.936523
	Iteration 17Q: 3 clusters Score -5927167 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5927814.500000 Penalty: 5373.936523
	Iteration 18Q: 3 clusters Score -5927814 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5928370.500000 Penalty: 5373.936523
	Iteration 19Q: 3 clusters Score -5928370 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -5928846.000000 Penalty: 5373.936523
	Iteration 20F: 3 clusters Score -5928846 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -5929123.500000 Penalty: 5373.936523
	Iteration 21Q: 3 clusters Score -5929124 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -5929311.000000 Penalty: 5373.936523
	Iteration 22Q: 3 clusters Score -5929311 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -5929376.000000 Penalty: 5373.936523
	Iteration 23Q: 3 clusters Score -5929376 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -5929423.000000 Penalty: 5373.936523
	Iteration 24Q: 3 clusters Score -5929423 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -5929433.000000 Penalty: 5373.936523
	Iteration 25Q: 3 clusters Score -5929433 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -5929453.500000 Penalty: 5373.936523
	Iteration 26Q: 3 clusters Score -5929454 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -5929448.500000 Penalty: 5373.936523
	Iteration 27Q: 3 clusters Score -5929448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -5929478.500000 Penalty: 5373.936523
	Iteration 28Q: 3 clusters Score -5929478 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -5929478.500000 Penalty: 5373.936523
	Iteration 29Q: 3 clusters Score -5929478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5929469.000000 Penalty: 5373.936523
	Iteration 30Q: 3 clusters Score -5929469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -5929464.500000 Penalty: 5373.936523
	Iteration 31Q: 3 clusters Score -5929464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -5929460.000000 Penalty: 5373.936523
	Iteration 32Q: 3 clusters Score -5929460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -5929459.500000 Penalty: 5373.936523
	Iteration 33Q: 3 clusters Score -5929460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -5929463.000000 Penalty: 5373.936523
	Iteration 34Q: 3 clusters Score -5929463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -5929460.000000 Penalty: 5373.936523
	Iteration 35Q: 3 clusters Score -5929460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -5929464.000000 Penalty: 5373.936523
	Iteration 36Q: 3 clusters Score -5929464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -5929469.000000 Penalty: 5373.936523
	Iteration 37Q: 3 clusters Score -5929469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -5929465.000000 Penalty: 5373.936523
	Iteration 38Q: 3 clusters Score -5929465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -5929465.000000 Penalty: 5373.936523
	Iteration 39Q: 3 clusters Score -5929465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5929472.000000 Penalty: 5373.936523
	Iteration 40F: 3 clusters Score -5929472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5929468.000000 Penalty: 5373.936523
	Iteration 41Q: 3 clusters Score -5929468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5929470.000000 Penalty: 5373.936523
	Iteration 42Q: 3 clusters Score -5929470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -5929471.500000 Penalty: 5373.936523
	Iteration 43Q: 3 clusters Score -5929472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -5929472.500000 Penalty: 5373.936523
	Iteration 44Q: 3 clusters Score -5929472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -5929470.000000 Penalty: 5373.936523
	Iteration 45Q: 3 clusters Score -5929470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -5929475.000000 Penalty: 5373.936523
	Iteration 46Q: 3 clusters Score -5929475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -5929475.000000 Penalty: 5373.936523
	Iteration 47F: 3 clusters Score -5929475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Entering Unmasked Estep 
Score: -3509323.500000 Penalty: 2555.584717
	Iteration 0F: 2 clusters Score -3509324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3488927.750000 Penalty: 5111.169434
	Iteration 0F: 3 clusters Score -3488928 nChanged 13435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3495902.500000 Penalty: 5111.169434
	Iteration 1F: 3 clusters Score -3495902 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3496348.250000 Penalty: 5111.169434
	Iteration 2Q: 3 clusters Score -3496348 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3496807.250000 Penalty: 5111.169434
	Iteration 3Q: 3 clusters Score -3496807 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3497365.250000 Penalty: 5111.169434
	Iteration 4Q: 3 clusters Score -3497365 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3498147.500000 Penalty: 5111.169434
	Iteration 5F: 3 clusters Score -3498148 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3499284.250000 Penalty: 5111.169434
	Iteration 6F: 3 clusters Score -3499284 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3500799.500000 Penalty: 5111.169434
	Iteration 7F: 3 clusters Score -3500800 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3502641.750000 Penalty: 5111.169434
	Iteration 8F: 3 clusters Score -3502642 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3504329.750000 Penalty: 5111.169434
	Iteration 9F: 3 clusters Score -3504330 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3505593.250000 Penalty: 5111.169434
	Iteration 10Q: 3 clusters Score -3505593 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -3506261.500000 Penalty: 5111.169434
	Iteration 11Q: 3 clusters Score -3506262 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3506586.750000 Penalty: 5111.169434
	Iteration 12Q: 3 clusters Score -3506587 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3506749.250000 Penalty: 5111.169434
	Iteration 13Q: 3 clusters Score -3506749 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3506846.500000 Penalty: 5111.169434
	Iteration 14Q: 3 clusters Score -3506846 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3506932.000000 Penalty: 5111.169434
	Iteration 15Q: 3 clusters Score -3506932 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -3507012.500000 Penalty: 5111.169434
	Iteration 16Q: 3 clusters Score -3507012 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -3507079.750000 Penalty: 5111.169434
	Iteration 17Q: 3 clusters Score -3507080 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3507114.500000 Penalty: 5111.169434
	Iteration 18Q: 3 clusters Score -3507114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3507136.250000 Penalty: 5111.169434
	Iteration 19Q: 3 clusters Score -3507136 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -3507164.500000 Penalty: 5111.169434
	Iteration 20F: 3 clusters Score -3507164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3507181.750000 Penalty: 5111.169434
	Iteration 21Q: 3 clusters Score -3507182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3507201.000000 Penalty: 5111.169434
	Iteration 22Q: 3 clusters Score -3507201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3507234.250000 Penalty: 5111.169434
	Iteration 23Q: 3 clusters Score -3507234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -3507253.000000 Penalty: 5111.169434
	Iteration 24Q: 3 clusters Score -3507253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3507265.500000 Penalty: 5111.169434
	Iteration 25Q: 3 clusters Score -3507266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3507275.500000 Penalty: 5111.169434
	Iteration 26Q: 3 clusters Score -3507276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3507288.000000 Penalty: 5111.169434
	Iteration 27Q: 3 clusters Score -3507288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -3507290.500000 Penalty: 5111.169434
	Iteration 28Q: 3 clusters Score -3507290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -3507291.000000 Penalty: 5111.169434
	Iteration 29Q: 3 clusters Score -3507291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -3507301.250000 Penalty: 5111.169434
	Iteration 30Q: 3 clusters Score -3507301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3507303.250000 Penalty: 5111.169434
	Iteration 31Q: 3 clusters Score -3507303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3507310.750000 Penalty: 5111.169434
	Iteration 32Q: 3 clusters Score -3507311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3507312.750000 Penalty: 5111.169434
	Iteration 33Q: 3 clusters Score -3507313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -3507311.250000 Penalty: 5111.169434
	Iteration 34Q: 3 clusters Score -3507311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3507309.250000 Penalty: 5111.169434
	Iteration 35Q: 3 clusters Score -3507309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -3507311.250000 Penalty: 5111.169434
	Iteration 36Q: 3 clusters Score -3507311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3507315.000000 Penalty: 5111.169434
	Iteration 37Q: 3 clusters Score -3507315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3507318.250000 Penalty: 5111.169434
	Iteration 38Q: 3 clusters Score -3507318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3507323.500000 Penalty: 5111.169434
	Iteration 39Q: 3 clusters Score -3507324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -3507323.750000 Penalty: 5111.169434
	Iteration 40F: 3 clusters Score -3507324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3507323.250000 Penalty: 5111.169434
	Iteration 41Q: 3 clusters Score -3507323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3507320.000000 Penalty: 5111.169434
	Iteration 42Q: 3 clusters Score -3507320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3507320.000000 Penalty: 5111.169434
	Iteration 43F: 3 clusters Score -3507320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (322741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322741 members 
Entering Unmasked Estep 
Score: -36991912.000000 Penalty: 3145.782227
	Iteration 0F: 2 clusters Score -3.699191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161330 members 
Mstep: Class 2 contains 161411 members 
Entering Unmasked Estep 
Score: -36806192.000000 Penalty: 6291.564453
	Iteration 0F: 3 clusters Score -3.680619e+07 nChanged 156568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159098 members 
Mstep: Class 2 contains 163643 members 
Entering Unmasked Estep 
Score: -36898500.000000 Penalty: 6291.564453
	Iteration 1F: 3 clusters Score -3.68985e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158310 members 
Mstep: Class 2 contains 164431 members 
Entering Unmasked Estep 
Score: -36899600.000000 Penalty: 6291.564453
	Iteration 2Q: 3 clusters Score -3.68996e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157147 members 
Mstep: Class 2 contains 165594 members 
Entering Unmasked Estep 
Score: -36900848.000000 Penalty: 6291.564453
	Iteration 3Q: 3 clusters Score -3.690085e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155331 members 
Mstep: Class 2 contains 167410 members 
Entering Unmasked Estep 
Score: -36902064.000000 Penalty: 6291.564453
	Iteration 4Q: 3 clusters Score -3.690206e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152615 members 
Mstep: Class 2 contains 170126 members 
Entering Unmasked Estep 
Score: -36903804.000000 Penalty: 6291.564453
	Iteration 5Q: 3 clusters Score -3.69038e+07 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148668 members 
Mstep: Class 2 contains 174073 members 
Entering Unmasked Estep 
Score: -36906484.000000 Penalty: 6291.564453
	Iteration 6Q: 3 clusters Score -3.690648e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142940 members 
Mstep: Class 2 contains 179801 members 
Entering Unmasked Estep 
Score: -36910836.000000 Penalty: 6291.564453
	Iteration 7Q: 3 clusters Score -3.691084e+07 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134827 members 
Mstep: Class 2 contains 187914 members 
Entering Unmasked Estep 
Score: -36917352.000000 Penalty: 6291.564453
	Iteration 8Q: 3 clusters Score -3.691735e+07 nChanged 16777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124284 members 
Mstep: Class 2 contains 198457 members 
Entering Unmasked Estep 
Score: -36927632.000000 Penalty: 6291.564453
	Iteration 9F: 3 clusters Score -3.692763e+07 nChanged 18984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112566 members 
Mstep: Class 2 contains 210175 members 
Entering Unmasked Estep 
Score: -36941616.000000 Penalty: 6291.564453
	Iteration 10F: 3 clusters Score -3.694162e+07 nChanged 19570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102232 members 
Mstep: Class 2 contains 220509 members 
Entering Unmasked Estep 
Score: -36956480.000000 Penalty: 6291.564453
	Iteration 11F: 3 clusters Score -3.695648e+07 nChanged 16788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 228085 members 
Entering Unmasked Estep 
Score: -36966284.000000 Penalty: 6291.564453
	Iteration 12F: 3 clusters Score -3.696628e+07 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 233801 members 
Entering Unmasked Estep 
Score: -36970880.000000 Penalty: 6291.564453
	Iteration 13Q: 3 clusters Score -3.697088e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 238909 members 
Entering Unmasked Estep 
Score: -36973248.000000 Penalty: 6291.564453
	Iteration 14Q: 3 clusters Score -3.697325e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 243806 members 
Entering Unmasked Estep 
Score: -36974856.000000 Penalty: 6291.564453
	Iteration 15Q: 3 clusters Score -3.697486e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73896 members 
Mstep: Class 2 contains 248845 members 
Entering Unmasked Estep 
Score: -36976724.000000 Penalty: 6291.564453
	Iteration 16Q: 3 clusters Score -3.697672e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 253875 members 
Entering Unmasked Estep 
Score: -36978412.000000 Penalty: 6291.564453
	Iteration 17Q: 3 clusters Score -3.697841e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 259008 members 
Entering Unmasked Estep 
Score: -36980048.000000 Penalty: 6291.564453
	Iteration 18Q: 3 clusters Score -3.698005e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 264137 members 
Entering Unmasked Estep 
Score: -36981808.000000 Penalty: 6291.564453
	Iteration 19Q: 3 clusters Score -3.698181e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 269299 members 
Entering Unmasked Estep 
Score: -36984132.000000 Penalty: 6291.564453
	Iteration 20F: 3 clusters Score -3.698413e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 274496 members 
Entering Unmasked Estep 
Score: -36986344.000000 Penalty: 6291.564453
	Iteration 21Q: 3 clusters Score -3.698634e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 279735 members 
Entering Unmasked Estep 
Score: -36989048.000000 Penalty: 6291.564453
	Iteration 22Q: 3 clusters Score -3.698905e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 285017 members 
Entering Unmasked Estep 
Score: -36991776.000000 Penalty: 6291.564453
	Iteration 23Q: 3 clusters Score -3.699178e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 290104 members 
Entering Unmasked Estep 
Score: -36993884.000000 Penalty: 6291.564453
	Iteration 24Q: 3 clusters Score -3.699388e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 294859 members 
Entering Unmasked Estep 
Score: -36995136.000000 Penalty: 6291.564453
	Iteration 25Q: 3 clusters Score -3.699514e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 299241 members 
Entering Unmasked Estep 
Score: -36995916.000000 Penalty: 6291.564453
	Iteration 26Q: 3 clusters Score -3.699592e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 303156 members 
Entering Unmasked Estep 
Score: -36995760.000000 Penalty: 6291.564453
	Iteration 27Q: 3 clusters Score -3.699576e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 306807 members 
Entering Unmasked Estep 
Score: -36995712.000000 Penalty: 6291.564453
	Iteration 28Q: 3 clusters Score -3.699571e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 310050 members 
Entering Unmasked Estep 
Score: -36995068.000000 Penalty: 6291.564453
	Iteration 29Q: 3 clusters Score -3.699507e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 312793 members 
Entering Unmasked Estep 
Score: -36994388.000000 Penalty: 6291.564453
	Iteration 30Q: 3 clusters Score -3.699439e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 314979 members 
Entering Unmasked Estep 
Score: -36993660.000000 Penalty: 6291.564453
	Iteration 31Q: 3 clusters Score -3.699366e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 316687 members 
Entering Unmasked Estep 
Score: -36992868.000000 Penalty: 6291.564453
	Iteration 32Q: 3 clusters Score -3.699287e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 317896 members 
Entering Unmasked Estep 
Score: -36992216.000000 Penalty: 6291.564453
	Iteration 33Q: 3 clusters Score -3.699222e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 318815 members 
Entering Unmasked Estep 
Score: -36991696.000000 Penalty: 6291.564453
	Iteration 34Q: 3 clusters Score -3.69917e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 319500 members 
Entering Unmasked Estep 
Score: -36991332.000000 Penalty: 6291.564453
	Iteration 35Q: 3 clusters Score -3.699133e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 320000 members 
Entering Unmasked Estep 
Score: -36991032.000000 Penalty: 6291.564453
	Iteration 36Q: 3 clusters Score -3.699103e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 320401 members 
Entering Unmasked Estep 
Score: -36990656.000000 Penalty: 6291.564453
	Iteration 37Q: 3 clusters Score -3.699066e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 320714 members 
Entering Unmasked Estep 
Score: -36990552.000000 Penalty: 6291.564453
	Iteration 38Q: 3 clusters Score -3.699055e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 320931 members 
Entering Unmasked Estep 
Score: -36990344.000000 Penalty: 6291.564453
	Iteration 39Q: 3 clusters Score -3.699034e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 321082 members 
Entering Unmasked Estep 
Score: -36990328.000000 Penalty: 6291.564453
	Iteration 40F: 3 clusters Score -3.699033e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 321211 members 
Entering Unmasked Estep 
Score: -36990292.000000 Penalty: 6291.564453
	Iteration 41Q: 3 clusters Score -3.699029e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 321301 members 
Entering Unmasked Estep 
Score: -36990280.000000 Penalty: 6291.564453
	Iteration 42Q: 3 clusters Score -3.699028e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 321364 members 
Entering Unmasked Estep 
Score: -36990236.000000 Penalty: 6291.564453
	Iteration 43Q: 3 clusters Score -3.699024e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 321413 members 
Entering Unmasked Estep 
Score: -36990232.000000 Penalty: 6291.564453
	Iteration 44Q: 3 clusters Score -3.699023e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 321451 members 
Entering Unmasked Estep 
Score: -36990220.000000 Penalty: 6291.564453
	Iteration 45Q: 3 clusters Score -3.699022e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 321488 members 
Entering Unmasked Estep 
Score: -36990216.000000 Penalty: 6291.564453
	Iteration 46Q: 3 clusters Score -3.699022e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 321526 members 
Entering Unmasked Estep 
Score: -36990164.000000 Penalty: 6291.564453
	Iteration 47Q: 3 clusters Score -3.699016e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 321547 members 
Entering Unmasked Estep 
Score: -36990144.000000 Penalty: 6291.564453
	Iteration 48Q: 3 clusters Score -3.699014e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 321567 members 
Entering Unmasked Estep 
Score: -36990160.000000 Penalty: 6291.564453
	Iteration 49Q: 3 clusters Score -3.699016e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 321589 members 
Entering Unmasked Estep 
Score: -36990184.000000 Penalty: 6291.564453
	Iteration 50Q: 3 clusters Score -3.699018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 321606 members 
Entering Unmasked Estep 
Score: -36990168.000000 Penalty: 6291.564453
	Iteration 51Q: 3 clusters Score -3.699017e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 321623 members 
Entering Unmasked Estep 
Score: -36990188.000000 Penalty: 6291.564453
	Iteration 52Q: 3 clusters Score -3.699019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 321637 members 
Entering Unmasked Estep 
Score: -36990160.000000 Penalty: 6291.564453
	Iteration 53Q: 3 clusters Score -3.699016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 321648 members 
Entering Unmasked Estep 
Score: -36990112.000000 Penalty: 6291.564453
	Iteration 54Q: 3 clusters Score -3.699011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 321651 members 
Entering Unmasked Estep 
Score: -36990104.000000 Penalty: 6291.564453
	Iteration 55Q: 3 clusters Score -3.69901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 321655 members 
Entering Unmasked Estep 
Score: -36990148.000000 Penalty: 6291.564453
	Iteration 56Q: 3 clusters Score -3.699015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 321659 members 
Entering Unmasked Estep 
Score: -36990132.000000 Penalty: 6291.564453
	Iteration 57Q: 3 clusters Score -3.699013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 321664 members 
Entering Unmasked Estep 
Score: -36990136.000000 Penalty: 6291.564453
	Iteration 58Q: 3 clusters Score -3.699014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 321674 members 
Entering Unmasked Estep 
Score: -36990120.000000 Penalty: 6291.564453
	Iteration 59Q: 3 clusters Score -3.699012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 321682 members 
Entering Unmasked Estep 
Score: -36990104.000000 Penalty: 6291.564453
	Iteration 60F: 3 clusters Score -3.69901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 321690 members 
Entering Unmasked Estep 
Score: -36990116.000000 Penalty: 6291.564453
	Iteration 61Q: 3 clusters Score -3.699012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 321699 members 
Entering Unmasked Estep 
Score: -36990096.000000 Penalty: 6291.564453
	Iteration 62Q: 3 clusters Score -3.69901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 321704 members 
Entering Unmasked Estep 
Score: -36990104.000000 Penalty: 6291.564453
	Iteration 63Q: 3 clusters Score -3.69901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 321707 members 
Entering Unmasked Estep 
Score: -36990100.000000 Penalty: 6291.564453
	Iteration 64Q: 3 clusters Score -3.69901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 321712 members 
Entering Unmasked Estep 
Score: -36990116.000000 Penalty: 6291.564453
	Iteration 65Q: 3 clusters Score -3.699012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 321714 members 
Entering Unmasked Estep 
Score: -36990124.000000 Penalty: 6291.564453
	Iteration 66Q: 3 clusters Score -3.699012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 321715 members 
Entering Unmasked Estep 
Score: -36990120.000000 Penalty: 6291.564453
	Iteration 67Q: 3 clusters Score -3.699012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 321719 members 
Entering Unmasked Estep 
Score: -36990124.000000 Penalty: 6291.564453
	Iteration 68Q: 3 clusters Score -3.699012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 321723 members 
Entering Unmasked Estep 
Score: -36990100.000000 Penalty: 6291.564453
	Iteration 69Q: 3 clusters Score -3.69901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 321722 members 
Entering Unmasked Estep 
Score: -36990116.000000 Penalty: 6291.564453
	Iteration 70Q: 3 clusters Score -3.699012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 321726 members 
Entering Unmasked Estep 
Score: -36990112.000000 Penalty: 6291.564453
	Iteration 71Q: 3 clusters Score -3.699011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 321731 members 
Entering Unmasked Estep 
Score: -36990144.000000 Penalty: 6291.564453
	Iteration 72Q: 3 clusters Score -3.699014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 321733 members 
Entering Unmasked Estep 
Score: -36990124.000000 Penalty: 6291.564453
	Iteration 73Q: 3 clusters Score -3.699012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 321736 members 
Entering Unmasked Estep 
Score: -36990100.000000 Penalty: 6291.564453
	Iteration 74Q: 3 clusters Score -3.69901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 321742 members 
Entering Unmasked Estep 
Score: -36990112.000000 Penalty: 6291.564453
	Iteration 75Q: 3 clusters Score -3.699011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 321742 members 
Entering Unmasked Estep 
Score: -36990124.000000 Penalty: 6291.564453
	Iteration 76Q: 3 clusters Score -3.699012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 321743 members 
Entering Unmasked Estep 
Score: -36990112.000000 Penalty: 6291.564453
	Iteration 77Q: 3 clusters Score -3.699011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 321743 members 
Entering Unmasked Estep 
Score: -36990124.000000 Penalty: 6291.564453
	Iteration 78Q: 3 clusters Score -3.699012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 321741 members 
Entering Unmasked Estep 
Score: -36990096.000000 Penalty: 6291.564453
	Iteration 79Q: 3 clusters Score -3.69901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 321742 members 
Entering Unmasked Estep 
Score: -36990112.000000 Penalty: 6291.564453
	Iteration 80F: 3 clusters Score -3.699011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Entering Unmasked Estep 
Score: -1868137.500000 Penalty: 2399.451172
	Iteration 0F: 2 clusters Score -1868138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1856712.125000 Penalty: 4798.902344
	Iteration 0F: 3 clusters Score -1856712 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1860442.875000 Penalty: 4798.902344
	Iteration 1F: 3 clusters Score -1860443 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1860751.625000 Penalty: 4798.902344
	Iteration 2F: 3 clusters Score -1860752 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1860965.625000 Penalty: 4798.902344
	Iteration 3Q: 3 clusters Score -1860966 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1861140.875000 Penalty: 4798.902344
	Iteration 4Q: 3 clusters Score -1861141 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1861329.375000 Penalty: 4798.902344
	Iteration 5Q: 3 clusters Score -1861329 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1861524.625000 Penalty: 4798.902344
	Iteration 6Q: 3 clusters Score -1861525 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1861751.500000 Penalty: 4798.902344
	Iteration 7Q: 3 clusters Score -1861752 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1862008.500000 Penalty: 4798.902344
	Iteration 8Q: 3 clusters Score -1862008 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1862342.250000 Penalty: 4798.902344
	Iteration 9Q: 3 clusters Score -1862342 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1862813.750000 Penalty: 4798.902344
	Iteration 10Q: 3 clusters Score -1862814 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1863434.375000 Penalty: 4798.902344
	Iteration 11F: 3 clusters Score -1863434 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1864116.875000 Penalty: 4798.902344
	Iteration 12F: 3 clusters Score -1864117 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1864740.750000 Penalty: 4798.902344
	Iteration 13Q: 3 clusters Score -1864741 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1865177.875000 Penalty: 4798.902344
	Iteration 14Q: 3 clusters Score -1865178 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1865480.500000 Penalty: 4798.902344
	Iteration 15Q: 3 clusters Score -1865480 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1865669.500000 Penalty: 4798.902344
	Iteration 16Q: 3 clusters Score -1865670 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1865788.625000 Penalty: 4798.902344
	Iteration 17Q: 3 clusters Score -1865789 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1865862.250000 Penalty: 4798.902344
	Iteration 18Q: 3 clusters Score -1865862 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1865917.125000 Penalty: 4798.902344
	Iteration 19Q: 3 clusters Score -1865917 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1865951.625000 Penalty: 4798.902344
	Iteration 20F: 3 clusters Score -1865952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1865979.500000 Penalty: 4798.902344
	Iteration 21Q: 3 clusters Score -1865980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1866009.375000 Penalty: 4798.902344
	Iteration 22Q: 3 clusters Score -1866009 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1866026.500000 Penalty: 4798.902344
	Iteration 23Q: 3 clusters Score -1866026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1866042.875000 Penalty: 4798.902344
	Iteration 24Q: 3 clusters Score -1866043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1866062.875000 Penalty: 4798.902344
	Iteration 25Q: 3 clusters Score -1866063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1866079.875000 Penalty: 4798.902344
	Iteration 26Q: 3 clusters Score -1866080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1866081.875000 Penalty: 4798.902344
	Iteration 27Q: 3 clusters Score -1866082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1866088.375000 Penalty: 4798.902344
	Iteration 28Q: 3 clusters Score -1866088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1866092.250000 Penalty: 4798.902344
	Iteration 29Q: 3 clusters Score -1866092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1866096.125000 Penalty: 4798.902344
	Iteration 30Q: 3 clusters Score -1866096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1866097.750000 Penalty: 4798.902344
	Iteration 31Q: 3 clusters Score -1866098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1866097.500000 Penalty: 4798.902344
	Iteration 32Q: 3 clusters Score -1866098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1866100.000000 Penalty: 4798.902344
	Iteration 33Q: 3 clusters Score -1866100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1866099.000000 Penalty: 4798.902344
	Iteration 34Q: 3 clusters Score -1866099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1866103.750000 Penalty: 4798.902344
	Iteration 35Q: 3 clusters Score -1866104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1866102.875000 Penalty: 4798.902344
	Iteration 36Q: 3 clusters Score -1866103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1866102.375000 Penalty: 4798.902344
	Iteration 37Q: 3 clusters Score -1866102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1866100.750000 Penalty: 4798.902344
	Iteration 38Q: 3 clusters Score -1866101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1866099.625000 Penalty: 4798.902344
	Iteration 39Q: 3 clusters Score -1866100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1866100.375000 Penalty: 4798.902344
	Iteration 40F: 3 clusters Score -1866100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1866105.125000 Penalty: 4798.902344
	Iteration 41Q: 3 clusters Score -1866105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1866103.625000 Penalty: 4798.902344
	Iteration 42Q: 3 clusters Score -1866104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1866108.625000 Penalty: 4798.902344
	Iteration 43Q: 3 clusters Score -1866109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1866110.125000 Penalty: 4798.902344
	Iteration 44Q: 3 clusters Score -1866110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1866114.375000 Penalty: 4798.902344
	Iteration 45Q: 3 clusters Score -1866114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1866114.500000 Penalty: 4798.902344
	Iteration 46Q: 3 clusters Score -1866114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1866118.625000 Penalty: 4798.902344
	Iteration 47Q: 3 clusters Score -1866119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1866120.875000 Penalty: 4798.902344
	Iteration 48Q: 3 clusters Score -1866121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1866119.375000 Penalty: 4798.902344
	Iteration 49Q: 3 clusters Score -1866119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1866122.625000 Penalty: 4798.902344
	Iteration 50Q: 3 clusters Score -1866123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1866123.250000 Penalty: 4798.902344
	Iteration 51Q: 3 clusters Score -1866123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1866121.375000 Penalty: 4798.902344
	Iteration 52Q: 3 clusters Score -1866121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1866120.625000 Penalty: 4798.902344
	Iteration 53Q: 3 clusters Score -1866121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1866120.625000 Penalty: 4798.902344
	Iteration 54F: 3 clusters Score -1866121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -44531.097656 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -44531.1 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 242 members 
Entering Unmasked Estep 
Score: -43188.050781 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -43188.05 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43544.050781 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -43544.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43670.675781 Penalty: 3042.165527
	Iteration 2F: 3 clusters Score -43670.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43808.953125 Penalty: 3042.165527
	Iteration 3Q: 3 clusters Score -43808.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43902.652344 Penalty: 3042.165527
	Iteration 4Q: 3 clusters Score -43902.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43967.441406 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -43967.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44020.503906 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -44020.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44143.738281 Penalty: 3042.165527
	Iteration 7Q: 3 clusters Score -44143.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44231.988281 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -44231.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44376.652344 Penalty: 3042.165527
	Iteration 9Q: 3 clusters Score -44376.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44382.417969 Penalty: 3042.165527
	Iteration 10Q: 3 clusters Score -44382.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44382.417969 Penalty: 3042.165527
	Iteration 11F: 3 clusters Score -44382.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Entering Unmasked Estep 
Score: -843545.750000 Penalty: 2208.382080
	Iteration 0F: 2 clusters Score -843545.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -837469.187500 Penalty: 4416.764160
	Iteration 0F: 3 clusters Score -837469.2 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -839114.687500 Penalty: 4416.764160
	Iteration 1F: 3 clusters Score -839114.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -839360.250000 Penalty: 4416.764160
	Iteration 2F: 3 clusters Score -839360.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -839504.187500 Penalty: 4416.764160
	Iteration 3Q: 3 clusters Score -839504.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -839601.375000 Penalty: 4416.764160
	Iteration 4Q: 3 clusters Score -839601.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -839668.562500 Penalty: 4416.764160
	Iteration 5Q: 3 clusters Score -839668.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -839723.812500 Penalty: 4416.764160
	Iteration 6Q: 3 clusters Score -839723.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -839770.562500 Penalty: 4416.764160
	Iteration 7Q: 3 clusters Score -839770.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -839808.500000 Penalty: 4416.764160
	Iteration 8Q: 3 clusters Score -839808.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -839837.625000 Penalty: 4416.764160
	Iteration 9Q: 3 clusters Score -839837.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -839866.187500 Penalty: 4416.764160
	Iteration 10Q: 3 clusters Score -839866.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -839897.500000 Penalty: 4416.764160
	Iteration 11Q: 3 clusters Score -839897.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -839929.375000 Penalty: 4416.764160
	Iteration 12Q: 3 clusters Score -839929.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -839977.937500 Penalty: 4416.764160
	Iteration 13Q: 3 clusters Score -839977.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -840038.562500 Penalty: 4416.764160
	Iteration 14Q: 3 clusters Score -840038.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -840105.000000 Penalty: 4416.764160
	Iteration 15Q: 3 clusters Score -840105 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -840180.750000 Penalty: 4416.764160
	Iteration 16Q: 3 clusters Score -840180.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -840269.062500 Penalty: 4416.764160
	Iteration 17Q: 3 clusters Score -840269.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -840364.125000 Penalty: 4416.764160
	Iteration 18Q: 3 clusters Score -840364.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -840452.562500 Penalty: 4416.764160
	Iteration 19Q: 3 clusters Score -840452.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -840547.312500 Penalty: 4416.764160
	Iteration 20F: 3 clusters Score -840547.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -840646.437500 Penalty: 4416.764160
	Iteration 21Q: 3 clusters Score -840646.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -840767.687500 Penalty: 4416.764160
	Iteration 22Q: 3 clusters Score -840767.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -840895.687500 Penalty: 4416.764160
	Iteration 23Q: 3 clusters Score -840895.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -841015.000000 Penalty: 4416.764160
	Iteration 24Q: 3 clusters Score -841015 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -841104.812500 Penalty: 4416.764160
	Iteration 25Q: 3 clusters Score -841104.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -841169.187500 Penalty: 4416.764160
	Iteration 26Q: 3 clusters Score -841169.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -841210.250000 Penalty: 4416.764160
	Iteration 27Q: 3 clusters Score -841210.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -841243.125000 Penalty: 4416.764160
	Iteration 28Q: 3 clusters Score -841243.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -841270.937500 Penalty: 4416.764160
	Iteration 29Q: 3 clusters Score -841270.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -841290.062500 Penalty: 4416.764160
	Iteration 30Q: 3 clusters Score -841290.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -841304.500000 Penalty: 4416.764160
	Iteration 31Q: 3 clusters Score -841304.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -841308.937500 Penalty: 4416.764160
	Iteration 32Q: 3 clusters Score -841308.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -841317.750000 Penalty: 4416.764160
	Iteration 33Q: 3 clusters Score -841317.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -841324.375000 Penalty: 4416.764160
	Iteration 34Q: 3 clusters Score -841324.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -841328.625000 Penalty: 4416.764160
	Iteration 35Q: 3 clusters Score -841328.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -841333.625000 Penalty: 4416.764160
	Iteration 36Q: 3 clusters Score -841333.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -841340.062500 Penalty: 4416.764160
	Iteration 37Q: 3 clusters Score -841340.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -841340.500000 Penalty: 4416.764160
	Iteration 38Q: 3 clusters Score -841340.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -841343.812500 Penalty: 4416.764160
	Iteration 39Q: 3 clusters Score -841343.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -841347.625000 Penalty: 4416.764160
	Iteration 40F: 3 clusters Score -841347.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -841348.437500 Penalty: 4416.764160
	Iteration 41Q: 3 clusters Score -841348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -841348.562500 Penalty: 4416.764160
	Iteration 42Q: 3 clusters Score -841348.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -841351.562500 Penalty: 4416.764160
	Iteration 43Q: 3 clusters Score -841351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -841350.750000 Penalty: 4416.764160
	Iteration 44Q: 3 clusters Score -841350.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -841350.812500 Penalty: 4416.764160
	Iteration 45Q: 3 clusters Score -841350.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -841355.000000 Penalty: 4416.764160
	Iteration 46Q: 3 clusters Score -841355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -841354.000000 Penalty: 4416.764160
	Iteration 47Q: 3 clusters Score -841354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -841356.437500 Penalty: 4416.764160
	Iteration 48Q: 3 clusters Score -841356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -841358.375000 Penalty: 4416.764160
	Iteration 49Q: 3 clusters Score -841358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -841357.812500 Penalty: 4416.764160
	Iteration 50Q: 3 clusters Score -841357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -841357.812500 Penalty: 4416.764160
	Iteration 51Q: 3 clusters Score -841357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -841359.125000 Penalty: 4416.764160
	Iteration 52Q: 3 clusters Score -841359.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -841359.437500 Penalty: 4416.764160
	Iteration 53Q: 3 clusters Score -841359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -841361.687500 Penalty: 4416.764160
	Iteration 54Q: 3 clusters Score -841361.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -841361.562500 Penalty: 4416.764160
	Iteration 55Q: 3 clusters Score -841361.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -841364.375000 Penalty: 4416.764160
	Iteration 56Q: 3 clusters Score -841364.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -841366.750000 Penalty: 4416.764160
	Iteration 57Q: 3 clusters Score -841366.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -841368.500000 Penalty: 4416.764160
	Iteration 58Q: 3 clusters Score -841368.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -841370.562500 Penalty: 4416.764160
	Iteration 59Q: 3 clusters Score -841370.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -841370.375000 Penalty: 4416.764160
	Iteration 60F: 3 clusters Score -841370.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -841371.187500 Penalty: 4416.764160
	Iteration 61Q: 3 clusters Score -841371.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -841372.937500 Penalty: 4416.764160
	Iteration 62Q: 3 clusters Score -841372.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -841374.687500 Penalty: 4416.764160
	Iteration 63Q: 3 clusters Score -841374.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -841373.437500 Penalty: 4416.764160
	Iteration 64Q: 3 clusters Score -841373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -841375.562500 Penalty: 4416.764160
	Iteration 65Q: 3 clusters Score -841375.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -841378.562500 Penalty: 4416.764160
	Iteration 66Q: 3 clusters Score -841378.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -841377.125000 Penalty: 4416.764160
	Iteration 67Q: 3 clusters Score -841377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -841378.812500 Penalty: 4416.764160
	Iteration 68Q: 3 clusters Score -841378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -841380.687500 Penalty: 4416.764160
	Iteration 69Q: 3 clusters Score -841380.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -841379.375000 Penalty: 4416.764160
	Iteration 70Q: 3 clusters Score -841379.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -841380.625000 Penalty: 4416.764160
	Iteration 71Q: 3 clusters Score -841380.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -841383.125000 Penalty: 4416.764160
	Iteration 72Q: 3 clusters Score -841383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -841383.000000 Penalty: 4416.764160
	Iteration 73Q: 3 clusters Score -841383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -841383.000000 Penalty: 4416.764160
	Iteration 74F: 3 clusters Score -841383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -74154.148438 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -74154.15 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 383 members 
Entering Unmasked Estep 
Score: -72393.859375 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -72393.86 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72737.593750 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -72737.59 nChanged 60
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: -72981.921875 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -72981.92 nChanged 71
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: -73354.179688 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -73354.18 nChanged 73
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: -73938.906250 Penalty: 3283.556396
	Iteration 4F: 3 clusters Score -73938.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74597.312500 Penalty: 3283.556396
	Iteration 5F: 3 clusters Score -74597.31 nChanged 27
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: -75393.960938 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -75393.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75547.421875 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -75547.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75609.843750 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -75609.84 nChanged 4
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: -75620.539062 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -75620.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -75628.765625 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -75628.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -75639.078125 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -75639.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -75647.250000 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -75647.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75659.171875 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -75659.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75667.703125 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -75667.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -75668.531250 Penalty: 3283.556396
	Iteration 15Q: 3 clusters Score -75668.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -75668.531250 Penalty: 3283.556396
	Iteration 16F: 3 clusters Score -75668.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6015 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 41935 members 
Mstep: Class 11 contains 13025 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66314 members 
Mstep: Class 14 contains 31829 members 
Mstep: Class 15 contains 186927 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 50744 members 
Mstep: Class 19 contains 29875 members 
Mstep: Class 20 contains 322741 members 
Mstep: Class 21 contains 15918 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7367 members 
Mstep: Class 24 contains 349 members 
Mstep: Class 25 contains 6511 members 
Mstep: Class 26 contains 401 members 
Entering Unmasked Estep 
Score: -92670368.000000 Penalty: 87802.296875
Splitting cluster 24 changes total score from -92670624.000000 to -92670368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (6511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Entering Unmasked Estep 
Score: -761327.187500 Penalty: 2177.749512
	Iteration 0F: 2 clusters Score -761327.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -755842.312500 Penalty: 4355.499023
	Iteration 0F: 3 clusters Score -755842.3 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -757317.000000 Penalty: 4355.499023
	Iteration 1F: 3 clusters Score -757317 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -757532.312500 Penalty: 4355.499023
	Iteration 2F: 3 clusters Score -757532.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -757659.437500 Penalty: 4355.499023
	Iteration 3Q: 3 clusters Score -757659.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -757776.562500 Penalty: 4355.499023
	Iteration 4Q: 3 clusters Score -757776.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -757895.375000 Penalty: 4355.499023
	Iteration 5Q: 3 clusters Score -757895.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -758008.437500 Penalty: 4355.499023
	Iteration 6Q: 3 clusters Score -758008.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -758131.312500 Penalty: 4355.499023
	Iteration 7Q: 3 clusters Score -758131.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -758261.437500 Penalty: 4355.499023
	Iteration 8Q: 3 clusters Score -758261.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -758384.375000 Penalty: 4355.499023
	Iteration 9Q: 3 clusters Score -758384.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -758501.687500 Penalty: 4355.499023
	Iteration 10Q: 3 clusters Score -758501.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -758611.937500 Penalty: 4355.499023
	Iteration 11Q: 3 clusters Score -758611.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -758708.937500 Penalty: 4355.499023
	Iteration 12Q: 3 clusters Score -758708.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -758794.687500 Penalty: 4355.499023
	Iteration 13Q: 3 clusters Score -758794.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -758881.375000 Penalty: 4355.499023
	Iteration 14Q: 3 clusters Score -758881.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -758956.187500 Penalty: 4355.499023
	Iteration 15Q: 3 clusters Score -758956.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -759015.187500 Penalty: 4355.499023
	Iteration 16Q: 3 clusters Score -759015.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -759069.937500 Penalty: 4355.499023
	Iteration 17Q: 3 clusters Score -759069.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -759114.500000 Penalty: 4355.499023
	Iteration 18Q: 3 clusters Score -759114.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -759162.000000 Penalty: 4355.499023
	Iteration 19Q: 3 clusters Score -759162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -759193.000000 Penalty: 4355.499023
	Iteration 20F: 3 clusters Score -759193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -759214.250000 Penalty: 4355.499023
	Iteration 21Q: 3 clusters Score -759214.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -759235.062500 Penalty: 4355.499023
	Iteration 22Q: 3 clusters Score -759235.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -759262.937500 Penalty: 4355.499023
	Iteration 23Q: 3 clusters Score -759262.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -759284.562500 Penalty: 4355.499023
	Iteration 24Q: 3 clusters Score -759284.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -759308.187500 Penalty: 4355.499023
	Iteration 25Q: 3 clusters Score -759308.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -759333.937500 Penalty: 4355.499023
	Iteration 26Q: 3 clusters Score -759333.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -759361.187500 Penalty: 4355.499023
	Iteration 27Q: 3 clusters Score -759361.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -759376.437500 Penalty: 4355.499023
	Iteration 28Q: 3 clusters Score -759376.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -759385.562500 Penalty: 4355.499023
	Iteration 29Q: 3 clusters Score -759385.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -759395.750000 Penalty: 4355.499023
	Iteration 30Q: 3 clusters Score -759395.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -759406.562500 Penalty: 4355.499023
	Iteration 31Q: 3 clusters Score -759406.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -759416.375000 Penalty: 4355.499023
	Iteration 32Q: 3 clusters Score -759416.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -759425.937500 Penalty: 4355.499023
	Iteration 33Q: 3 clusters Score -759425.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -759434.250000 Penalty: 4355.499023
	Iteration 34Q: 3 clusters Score -759434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -759444.125000 Penalty: 4355.499023
	Iteration 35Q: 3 clusters Score -759444.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -759446.562500 Penalty: 4355.499023
	Iteration 36Q: 3 clusters Score -759446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -759450.687500 Penalty: 4355.499023
	Iteration 37Q: 3 clusters Score -759450.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -759453.312500 Penalty: 4355.499023
	Iteration 38Q: 3 clusters Score -759453.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -759456.000000 Penalty: 4355.499023
	Iteration 39Q: 3 clusters Score -759456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -759459.687500 Penalty: 4355.499023
	Iteration 40F: 3 clusters Score -759459.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -759465.250000 Penalty: 4355.499023
	Iteration 41Q: 3 clusters Score -759465.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -759470.562500 Penalty: 4355.499023
	Iteration 42Q: 3 clusters Score -759470.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -759475.375000 Penalty: 4355.499023
	Iteration 43Q: 3 clusters Score -759475.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -759477.375000 Penalty: 4355.499023
	Iteration 44Q: 3 clusters Score -759477.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -759478.500000 Penalty: 4355.499023
	Iteration 45Q: 3 clusters Score -759478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -759480.812500 Penalty: 4355.499023
	Iteration 46Q: 3 clusters Score -759480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -759481.937500 Penalty: 4355.499023
	Iteration 47Q: 3 clusters Score -759481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -759484.625000 Penalty: 4355.499023
	Iteration 48Q: 3 clusters Score -759484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -759484.625000 Penalty: 4355.499023
	Iteration 49F: 3 clusters Score -759484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6015 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 41935 members 
Mstep: Class 11 contains 13025 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66314 members 
Mstep: Class 14 contains 31829 members 
Mstep: Class 15 contains 186927 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 50744 members 
Mstep: Class 19 contains 29875 members 
Mstep: Class 20 contains 322741 members 
Mstep: Class 21 contains 15918 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7367 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670576.000000 Penalty: 84425.289062
Iteration 119Q: 26 clusters Score -9.267058e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 6004 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21682 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 41935 members 
Mstep: Class 11 contains 13026 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66314 members 
Mstep: Class 14 contains 31846 members 
Mstep: Class 15 contains 186805 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 50817 members 
Mstep: Class 19 contains 29919 members 
Mstep: Class 20 contains 322732 members 
Mstep: Class 21 contains 15922 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7346 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670640.000000 Penalty: 84425.289062
Iteration 120F: 26 clusters Score -9.267064e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21685 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 41931 members 
Mstep: Class 11 contains 13019 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66321 members 
Mstep: Class 14 contains 31861 members 
Mstep: Class 15 contains 186676 members 
Mstep: Class 16 contains 3903 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 50881 members 
Mstep: Class 19 contains 29963 members 
Mstep: Class 20 contains 322751 members 
Mstep: Class 21 contains 15927 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7325 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670656.000000 Penalty: 84425.289062
Iteration 121Q: 26 clusters Score -9.267066e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21687 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 41936 members 
Mstep: Class 11 contains 13021 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66317 members 
Mstep: Class 14 contains 31878 members 
Mstep: Class 15 contains 186545 members 
Mstep: Class 16 contains 3907 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 50961 members 
Mstep: Class 19 contains 29993 members 
Mstep: Class 20 contains 322771 members 
Mstep: Class 21 contains 15931 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7307 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670552.000000 Penalty: 84425.289062
Iteration 122Q: 26 clusters Score -9.267055e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21688 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 41941 members 
Mstep: Class 11 contains 13021 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66322 members 
Mstep: Class 14 contains 31900 members 
Mstep: Class 15 contains 186406 members 
Mstep: Class 16 contains 3913 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 18 contains 51027 members 
Mstep: Class 19 contains 30026 members 
Mstep: Class 20 contains 322799 members 
Mstep: Class 21 contains 15933 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7287 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670816.000000 Penalty: 84425.289062
Iteration 123Q: 26 clusters Score -9.267082e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21687 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 41949 members 
Mstep: Class 11 contains 13021 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66321 members 
Mstep: Class 14 contains 31919 members 
Mstep: Class 15 contains 186298 members 
Mstep: Class 16 contains 3917 members 
Mstep: Class 17 contains 1932 members 
Mstep: Class 18 contains 51084 members 
Mstep: Class 19 contains 30064 members 
Mstep: Class 20 contains 322806 members 
Mstep: Class 21 contains 15935 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7272 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670832.000000 Penalty: 84425.289062
Iteration 124Q: 26 clusters Score -9.267083e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 1171 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 5945 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21689 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41959 members 
Mstep: Class 11 contains 13019 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66321 members 
Mstep: Class 14 contains 31936 members 
Mstep: Class 15 contains 186191 members 
Mstep: Class 16 contains 3919 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51134 members 
Mstep: Class 19 contains 30091 members 
Mstep: Class 20 contains 322825 members 
Mstep: Class 21 contains 15940 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7248 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670936.000000 Penalty: 84425.289062
Iteration 125Q: 26 clusters Score -9.267094e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 1171 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 5937 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21691 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41977 members 
Mstep: Class 11 contains 13016 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66329 members 
Mstep: Class 14 contains 31951 members 
Mstep: Class 15 contains 186099 members 
Mstep: Class 16 contains 3921 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51188 members 
Mstep: Class 19 contains 30123 members 
Mstep: Class 20 contains 322810 members 
Mstep: Class 21 contains 15944 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670848.000000 Penalty: 84425.289062
Iteration 126Q: 26 clusters Score -9.267085e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 1171 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5937 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21692 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41983 members 
Mstep: Class 11 contains 13011 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66332 members 
Mstep: Class 14 contains 31955 members 
Mstep: Class 15 contains 186039 members 
Mstep: Class 16 contains 3924 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51232 members 
Mstep: Class 19 contains 30150 members 
Mstep: Class 20 contains 322798 members 
Mstep: Class 21 contains 15947 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7214 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670768.000000 Penalty: 84425.289062
Iteration 127Q: 26 clusters Score -9.267077e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 1171 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5932 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21693 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41986 members 
Mstep: Class 11 contains 13011 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66333 members 
Mstep: Class 14 contains 31955 members 
Mstep: Class 15 contains 185976 members 
Mstep: Class 16 contains 3928 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51272 members 
Mstep: Class 19 contains 30169 members 
Mstep: Class 20 contains 322806 members 
Mstep: Class 21 contains 15950 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7200 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670832.000000 Penalty: 84425.289062
Iteration 128Q: 26 clusters Score -9.267083e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 1171 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5931 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21694 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41991 members 
Mstep: Class 11 contains 13011 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66332 members 
Mstep: Class 14 contains 31961 members 
Mstep: Class 15 contains 185933 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51303 members 
Mstep: Class 19 contains 30177 members 
Mstep: Class 20 contains 322809 members 
Mstep: Class 21 contains 15953 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7184 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670824.000000 Penalty: 84425.289062
Iteration 129Q: 26 clusters Score -9.267082e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 1172 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5930 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21695 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41990 members 
Mstep: Class 11 contains 13010 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66330 members 
Mstep: Class 14 contains 31964 members 
Mstep: Class 15 contains 185909 members 
Mstep: Class 16 contains 3938 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51337 members 
Mstep: Class 19 contains 30185 members 
Mstep: Class 20 contains 322793 members 
Mstep: Class 21 contains 15950 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7177 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670848.000000 Penalty: 84425.289062
Iteration 130Q: 26 clusters Score -9.267085e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 1175 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5930 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21696 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41990 members 
Mstep: Class 11 contains 13010 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66330 members 
Mstep: Class 14 contains 31971 members 
Mstep: Class 15 contains 185884 members 
Mstep: Class 16 contains 3941 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51376 members 
Mstep: Class 19 contains 30188 members 
Mstep: Class 20 contains 322764 members 
Mstep: Class 21 contains 15949 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7176 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670920.000000 Penalty: 84425.289062
Iteration 131Q: 26 clusters Score -9.267092e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21695 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41994 members 
Mstep: Class 11 contains 13010 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66333 members 
Mstep: Class 14 contains 31975 members 
Mstep: Class 15 contains 185849 members 
Mstep: Class 16 contains 3942 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51399 members 
Mstep: Class 19 contains 30196 members 
Mstep: Class 20 contains 322757 members 
Mstep: Class 21 contains 15950 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7175 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670944.000000 Penalty: 84425.289062
Iteration 132Q: 26 clusters Score -9.267094e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21699 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41992 members 
Mstep: Class 11 contains 13009 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66333 members 
Mstep: Class 14 contains 31977 members 
Mstep: Class 15 contains 185829 members 
Mstep: Class 16 contains 3947 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51419 members 
Mstep: Class 19 contains 30205 members 
Mstep: Class 20 contains 322745 members 
Mstep: Class 21 contains 15951 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7169 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671008.000000 Penalty: 84425.289062
Iteration 133Q: 26 clusters Score -9.267101e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21702 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41995 members 
Mstep: Class 11 contains 13009 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66332 members 
Mstep: Class 14 contains 31978 members 
Mstep: Class 15 contains 185807 members 
Mstep: Class 16 contains 3950 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51440 members 
Mstep: Class 19 contains 30209 members 
Mstep: Class 20 contains 322738 members 
Mstep: Class 21 contains 15952 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7162 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670960.000000 Penalty: 84425.289062
Iteration 134Q: 26 clusters Score -9.267096e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5927 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21706 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41995 members 
Mstep: Class 11 contains 13010 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66328 members 
Mstep: Class 14 contains 31980 members 
Mstep: Class 15 contains 185786 members 
Mstep: Class 16 contains 3953 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51457 members 
Mstep: Class 19 contains 30212 members 
Mstep: Class 20 contains 322741 members 
Mstep: Class 21 contains 15953 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7154 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671088.000000 Penalty: 84425.289062
Iteration 135Q: 26 clusters Score -9.267109e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5926 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21706 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41990 members 
Mstep: Class 11 contains 13010 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66323 members 
Mstep: Class 14 contains 31980 members 
Mstep: Class 15 contains 185762 members 
Mstep: Class 16 contains 3960 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51481 members 
Mstep: Class 19 contains 30221 members 
Mstep: Class 20 contains 322738 members 
Mstep: Class 21 contains 15955 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7150 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671128.000000 Penalty: 84425.289062
Iteration 136Q: 26 clusters Score -9.267113e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5925 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21705 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41985 members 
Mstep: Class 11 contains 13010 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66321 members 
Mstep: Class 14 contains 31983 members 
Mstep: Class 15 contains 185739 members 
Mstep: Class 16 contains 3967 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51491 members 
Mstep: Class 19 contains 30229 members 
Mstep: Class 20 contains 322737 members 
Mstep: Class 21 contains 15959 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7151 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671016.000000 Penalty: 84425.289062
Iteration 137Q: 26 clusters Score -9.267102e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21703 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41983 members 
Mstep: Class 11 contains 13012 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66317 members 
Mstep: Class 14 contains 31983 members 
Mstep: Class 15 contains 185718 members 
Mstep: Class 16 contains 3975 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51503 members 
Mstep: Class 19 contains 30235 members 
Mstep: Class 20 contains 322736 members 
Mstep: Class 21 contains 15961 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7151 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671048.000000 Penalty: 84425.289062
Iteration 138Q: 26 clusters Score -9.267105e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21702 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41980 members 
Mstep: Class 11 contains 13014 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66317 members 
Mstep: Class 14 contains 31983 members 
Mstep: Class 15 contains 185706 members 
Mstep: Class 16 contains 3982 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51512 members 
Mstep: Class 19 contains 30242 members 
Mstep: Class 20 contains 322726 members 
Mstep: Class 21 contains 15961 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7152 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671032.000000 Penalty: 84425.289062
Iteration 139Q: 26 clusters Score -9.267103e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5925 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21702 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41978 members 
Mstep: Class 11 contains 13013 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66318 members 
Mstep: Class 14 contains 31984 members 
Mstep: Class 15 contains 185692 members 
Mstep: Class 16 contains 3988 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51525 members 
Mstep: Class 19 contains 30250 members 
Mstep: Class 20 contains 322712 members 
Mstep: Class 21 contains 15962 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7151 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671000.000000 Penalty: 84425.289062
Iteration 140F: 26 clusters Score -9.2671e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21704 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41973 members 
Mstep: Class 11 contains 13012 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66319 members 
Mstep: Class 14 contains 31985 members 
Mstep: Class 15 contains 185677 members 
Mstep: Class 16 contains 3996 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51538 members 
Mstep: Class 19 contains 30253 members 
Mstep: Class 20 contains 322702 members 
Mstep: Class 21 contains 15962 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7151 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671064.000000 Penalty: 84425.289062
Iteration 141Q: 26 clusters Score -9.267106e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21706 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41973 members 
Mstep: Class 11 contains 13012 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66318 members 
Mstep: Class 14 contains 31986 members 
Mstep: Class 15 contains 185656 members 
Mstep: Class 16 contains 4006 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51548 members 
Mstep: Class 19 contains 30260 members 
Mstep: Class 20 contains 322693 members 
Mstep: Class 21 contains 15962 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7151 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671096.000000 Penalty: 84425.289062
Iteration 142Q: 26 clusters Score -9.26711e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5930 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21708 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41973 members 
Mstep: Class 11 contains 13011 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66318 members 
Mstep: Class 14 contains 31988 members 
Mstep: Class 15 contains 185645 members 
Mstep: Class 16 contains 4016 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 51556 members 
Mstep: Class 19 contains 30266 members 
Mstep: Class 20 contains 322676 members 
Mstep: Class 21 contains 15962 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7151 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671184.000000 Penalty: 84425.289062
Iteration 143Q: 26 clusters Score -9.267118e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5930 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21709 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41971 members 
Mstep: Class 11 contains 13010 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66319 members 
Mstep: Class 14 contains 31988 members 
Mstep: Class 15 contains 185621 members 
Mstep: Class 16 contains 4024 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51568 members 
Mstep: Class 19 contains 30272 members 
Mstep: Class 20 contains 322676 members 
Mstep: Class 21 contains 15962 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7149 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671248.000000 Penalty: 84425.289062
Iteration 144Q: 26 clusters Score -9.267125e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5930 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21710 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41964 members 
Mstep: Class 11 contains 13012 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66319 members 
Mstep: Class 14 contains 31990 members 
Mstep: Class 15 contains 185596 members 
Mstep: Class 16 contains 4035 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51575 members 
Mstep: Class 19 contains 30278 members 
Mstep: Class 20 contains 322680 members 
Mstep: Class 21 contains 15962 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7148 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671272.000000 Penalty: 84425.289062
Iteration 145Q: 26 clusters Score -9.267127e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21712 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41955 members 
Mstep: Class 11 contains 13012 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66319 members 
Mstep: Class 14 contains 31993 members 
Mstep: Class 15 contains 185579 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51581 members 
Mstep: Class 19 contains 30286 members 
Mstep: Class 20 contains 322679 members 
Mstep: Class 21 contains 15962 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7148 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671296.000000 Penalty: 84425.289062
Iteration 146Q: 26 clusters Score -9.26713e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21712 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41947 members 
Mstep: Class 11 contains 13012 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66318 members 
Mstep: Class 14 contains 31993 members 
Mstep: Class 15 contains 185563 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51583 members 
Mstep: Class 19 contains 30300 members 
Mstep: Class 20 contains 322682 members 
Mstep: Class 21 contains 15962 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7148 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671304.000000 Penalty: 84425.289062
Iteration 147Q: 26 clusters Score -9.26713e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21713 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41939 members 
Mstep: Class 11 contains 13013 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66319 members 
Mstep: Class 14 contains 31991 members 
Mstep: Class 15 contains 185539 members 
Mstep: Class 16 contains 4063 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51592 members 
Mstep: Class 19 contains 30305 members 
Mstep: Class 20 contains 322688 members 
Mstep: Class 21 contains 15962 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7148 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671344.000000 Penalty: 84425.289062
Iteration 148Q: 26 clusters Score -9.267134e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41929 members 
Mstep: Class 11 contains 13012 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66320 members 
Mstep: Class 14 contains 31991 members 
Mstep: Class 15 contains 185520 members 
Mstep: Class 16 contains 4073 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51600 members 
Mstep: Class 19 contains 30309 members 
Mstep: Class 20 contains 322691 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7149 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671248.000000 Penalty: 84425.289062
Iteration 149Q: 26 clusters Score -9.267125e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41922 members 
Mstep: Class 11 contains 13013 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66318 members 
Mstep: Class 14 contains 31992 members 
Mstep: Class 15 contains 185504 members 
Mstep: Class 16 contains 4081 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51613 members 
Mstep: Class 19 contains 30314 members 
Mstep: Class 20 contains 322686 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7151 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671304.000000 Penalty: 84425.289062
Iteration 150Q: 26 clusters Score -9.26713e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41917 members 
Mstep: Class 11 contains 13014 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66318 members 
Mstep: Class 14 contains 31992 members 
Mstep: Class 15 contains 185492 members 
Mstep: Class 16 contains 4092 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51623 members 
Mstep: Class 19 contains 30315 members 
Mstep: Class 20 contains 322679 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7147 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671328.000000 Penalty: 84425.289062
Iteration 151Q: 26 clusters Score -9.267133e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41908 members 
Mstep: Class 11 contains 13013 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66318 members 
Mstep: Class 14 contains 31993 members 
Mstep: Class 15 contains 185474 members 
Mstep: Class 16 contains 4105 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51635 members 
Mstep: Class 19 contains 30318 members 
Mstep: Class 20 contains 322682 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671344.000000 Penalty: 84425.289062
Iteration 152Q: 26 clusters Score -9.267134e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21722 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41898 members 
Mstep: Class 11 contains 13012 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66318 members 
Mstep: Class 14 contains 31990 members 
Mstep: Class 15 contains 185469 members 
Mstep: Class 16 contains 4116 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51650 members 
Mstep: Class 19 contains 30323 members 
Mstep: Class 20 contains 322670 members 
Mstep: Class 21 contains 15964 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7140 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671368.000000 Penalty: 84425.289062
Iteration 153Q: 26 clusters Score -9.267137e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21723 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41895 members 
Mstep: Class 11 contains 13012 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66316 members 
Mstep: Class 14 contains 31991 members 
Mstep: Class 15 contains 185465 members 
Mstep: Class 16 contains 4123 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51663 members 
Mstep: Class 19 contains 30327 members 
Mstep: Class 20 contains 322657 members 
Mstep: Class 21 contains 15965 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671472.000000 Penalty: 84425.289062
Iteration 154Q: 26 clusters Score -9.267147e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41893 members 
Mstep: Class 11 contains 13012 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66311 members 
Mstep: Class 14 contains 31991 members 
Mstep: Class 15 contains 185452 members 
Mstep: Class 16 contains 4131 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51681 members 
Mstep: Class 19 contains 30331 members 
Mstep: Class 20 contains 322652 members 
Mstep: Class 21 contains 15966 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7129 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671504.000000 Penalty: 84425.289062
Iteration 155Q: 26 clusters Score -9.26715e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21731 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41888 members 
Mstep: Class 11 contains 13011 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66311 members 
Mstep: Class 14 contains 31990 members 
Mstep: Class 15 contains 185433 members 
Mstep: Class 16 contains 4139 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51692 members 
Mstep: Class 19 contains 30333 members 
Mstep: Class 20 contains 322653 members 
Mstep: Class 21 contains 15967 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671464.000000 Penalty: 84425.289062
Iteration 156Q: 26 clusters Score -9.267146e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21732 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41886 members 
Mstep: Class 11 contains 13010 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66306 members 
Mstep: Class 14 contains 31986 members 
Mstep: Class 15 contains 185427 members 
Mstep: Class 16 contains 4145 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51704 members 
Mstep: Class 19 contains 30341 members 
Mstep: Class 20 contains 322648 members 
Mstep: Class 21 contains 15967 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671448.000000 Penalty: 84425.289062
Iteration 157Q: 26 clusters Score -9.267145e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21734 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41885 members 
Mstep: Class 11 contains 13008 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66303 members 
Mstep: Class 14 contains 31985 members 
Mstep: Class 15 contains 185420 members 
Mstep: Class 16 contains 4148 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51712 members 
Mstep: Class 19 contains 30345 members 
Mstep: Class 20 contains 322646 members 
Mstep: Class 21 contains 15968 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671384.000000 Penalty: 84425.289062
Iteration 158Q: 26 clusters Score -9.267138e+07 nChanged 50
Entering ConstructFrom: 
Score: -92671384.000000 Penalty: 84425.289062
Entering ConstructFrom: 
Trying to split cluster 1 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -44817.597656 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -44817.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43363.171875 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -43363.17 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43518.300781 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -43518.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43574.261719 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -43574.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43611.484375 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -43611.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43614.921875 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -43614.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43615.828125 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -43615.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43615.828125 Penalty: 3006.482422
	Iteration 6F: 3 clusters Score -43615.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Entering Unmasked Estep 
Score: -492926.531250 Penalty: 2075.090332
	Iteration 0F: 2 clusters Score -492926.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -488838.593750 Penalty: 4150.180664
	Iteration 0F: 3 clusters Score -488838.6 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -489764.937500 Penalty: 4150.180664
	Iteration 1F: 3 clusters Score -489764.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -489954.281250 Penalty: 4150.180664
	Iteration 2F: 3 clusters Score -489954.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -490091.937500 Penalty: 4150.180664
	Iteration 3Q: 3 clusters Score -490091.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -490173.468750 Penalty: 4150.180664
	Iteration 4Q: 3 clusters Score -490173.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -490239.218750 Penalty: 4150.180664
	Iteration 5Q: 3 clusters Score -490239.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -490294.718750 Penalty: 4150.180664
	Iteration 6Q: 3 clusters Score -490294.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -490343.000000 Penalty: 4150.180664
	Iteration 7Q: 3 clusters Score -490343 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -490385.593750 Penalty: 4150.180664
	Iteration 8Q: 3 clusters Score -490385.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -490415.843750 Penalty: 4150.180664
	Iteration 9Q: 3 clusters Score -490415.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -490443.375000 Penalty: 4150.180664
	Iteration 10Q: 3 clusters Score -490443.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -490472.468750 Penalty: 4150.180664
	Iteration 11Q: 3 clusters Score -490472.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -490500.562500 Penalty: 4150.180664
	Iteration 12Q: 3 clusters Score -490500.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -490539.312500 Penalty: 4150.180664
	Iteration 13Q: 3 clusters Score -490539.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -490581.531250 Penalty: 4150.180664
	Iteration 14Q: 3 clusters Score -490581.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -490634.281250 Penalty: 4150.180664
	Iteration 15Q: 3 clusters Score -490634.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -490729.187500 Penalty: 4150.180664
	Iteration 16Q: 3 clusters Score -490729.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -490872.468750 Penalty: 4150.180664
	Iteration 17Q: 3 clusters Score -490872.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -491204.937500 Penalty: 4150.180664
	Iteration 18Q: 3 clusters Score -491204.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -491904.218750 Penalty: 4150.180664
	Iteration 19F: 3 clusters Score -491904.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -492730.937500 Penalty: 4150.180664
	Iteration 20F: 3 clusters Score -492730.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -493279.937500 Penalty: 4150.180664
	Iteration 21F: 3 clusters Score -493279.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -493573.968750 Penalty: 4150.180664
	Iteration 22Q: 3 clusters Score -493574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -493672.843750 Penalty: 4150.180664
	Iteration 23Q: 3 clusters Score -493672.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -493706.687500 Penalty: 4150.180664
	Iteration 24Q: 3 clusters Score -493706.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -493724.406250 Penalty: 4150.180664
	Iteration 25Q: 3 clusters Score -493724.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -493735.906250 Penalty: 4150.180664
	Iteration 26Q: 3 clusters Score -493735.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -493743.031250 Penalty: 4150.180664
	Iteration 27Q: 3 clusters Score -493743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -493746.656250 Penalty: 4150.180664
	Iteration 28Q: 3 clusters Score -493746.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -493751.437500 Penalty: 4150.180664
	Iteration 29Q: 3 clusters Score -493751.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -493752.093750 Penalty: 4150.180664
	Iteration 30Q: 3 clusters Score -493752.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -493754.718750 Penalty: 4150.180664
	Iteration 31Q: 3 clusters Score -493754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -493754.468750 Penalty: 4150.180664
	Iteration 32Q: 3 clusters Score -493754.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -493755.718750 Penalty: 4150.180664
	Iteration 33Q: 3 clusters Score -493755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -493756.062500 Penalty: 4150.180664
	Iteration 34Q: 3 clusters Score -493756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -493757.375000 Penalty: 4150.180664
	Iteration 35Q: 3 clusters Score -493757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -493756.750000 Penalty: 4150.180664
	Iteration 36Q: 3 clusters Score -493756.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -493756.750000 Penalty: 4150.180664
	Iteration 37F: 3 clusters Score -493756.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2000 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21735 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41881 members 
Mstep: Class 11 contains 13008 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66301 members 
Mstep: Class 14 contains 31985 members 
Mstep: Class 15 contains 185408 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51723 members 
Mstep: Class 19 contains 30345 members 
Mstep: Class 20 contains 322646 members 
Mstep: Class 21 contains 15969 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6517 members 
Mstep: Class 26 contains 2304 members 
Entering Unmasked Estep 
Score: -92670896.000000 Penalty: 87802.296875
Splitting cluster 2 changes total score from -92671384.000000 to -92670896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -130920.523438 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -130920.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -128855.257812 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -128855.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -129165.054688 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -129165.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -129236.578125 Penalty: 3507.921387
	Iteration 2Q: 3 clusters Score -129236.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129283.773438 Penalty: 3507.921387
	Iteration 3Q: 3 clusters Score -129283.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -129331.054688 Penalty: 3507.921387
	Iteration 4Q: 3 clusters Score -129331.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -129374.781250 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -129374.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -129414.617188 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -129414.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -129439.015625 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -129439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -129455.789062 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -129455.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -129466.921875 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -129466.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -129483.734375 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -129483.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -129493.156250 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -129493.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -129498.984375 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -129499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -129502.781250 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -129502.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -129506.367188 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -129506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -129508.593750 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -129508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -129510.195312 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -129510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -129512.687500 Penalty: 3507.921387
	Iteration 17Q: 3 clusters Score -129512.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -129516.218750 Penalty: 3507.921387
	Iteration 18Q: 3 clusters Score -129516.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -129518.421875 Penalty: 3507.921387
	Iteration 19Q: 3 clusters Score -129518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -129520.742188 Penalty: 3507.921387
	Iteration 20F: 3 clusters Score -129520.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -129534.976562 Penalty: 3507.921387
	Iteration 21Q: 3 clusters Score -129535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -129543.406250 Penalty: 3507.921387
	Iteration 22Q: 3 clusters Score -129543.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -129553.031250 Penalty: 3507.921387
	Iteration 23Q: 3 clusters Score -129553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -129560.835938 Penalty: 3507.921387
	Iteration 24Q: 3 clusters Score -129560.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -129572.578125 Penalty: 3507.921387
	Iteration 25Q: 3 clusters Score -129572.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -129581.242188 Penalty: 3507.921387
	Iteration 26Q: 3 clusters Score -129581.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -129598.718750 Penalty: 3507.921387
	Iteration 27Q: 3 clusters Score -129598.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -129620.304688 Penalty: 3507.921387
	Iteration 28Q: 3 clusters Score -129620.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -129647.546875 Penalty: 3507.921387
	Iteration 29Q: 3 clusters Score -129647.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -129690.078125 Penalty: 3507.921387
	Iteration 30Q: 3 clusters Score -129690.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -129732.460938 Penalty: 3507.921387
	Iteration 31Q: 3 clusters Score -129732.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -129815.671875 Penalty: 3507.921387
	Iteration 32Q: 3 clusters Score -129815.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -129915.031250 Penalty: 3507.921387
	Iteration 33Q: 3 clusters Score -129915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -129983.546875 Penalty: 3507.921387
	Iteration 34Q: 3 clusters Score -129983.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -130045.945312 Penalty: 3507.921387
	Iteration 35Q: 3 clusters Score -130045.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -130103.460938 Penalty: 3507.921387
	Iteration 36Q: 3 clusters Score -130103.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -130171.257812 Penalty: 3507.921387
	Iteration 37Q: 3 clusters Score -130171.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -130265.968750 Penalty: 3507.921387
	Iteration 38Q: 3 clusters Score -130266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -130348.835938 Penalty: 3507.921387
	Iteration 39Q: 3 clusters Score -130348.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -130463.289062 Penalty: 3507.921387
	Iteration 40F: 3 clusters Score -130463.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -130579.304688 Penalty: 3507.921387
	Iteration 41Q: 3 clusters Score -130579.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -130600.570312 Penalty: 3507.921387
	Iteration 42Q: 3 clusters Score -130600.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -130613.765625 Penalty: 3507.921387
	Iteration 43Q: 3 clusters Score -130613.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -130620.648438 Penalty: 3507.921387
	Iteration 44Q: 3 clusters Score -130620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -130621.500000 Penalty: 3507.921387
	Iteration 45Q: 3 clusters Score -130621.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -130621.500000 Penalty: 3507.921387
	Iteration 46F: 3 clusters Score -130621.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -29409.144531 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -29409.14 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 143 members 
Entering Unmasked Estep 
Score: -28148.888672 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -28148.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28274.636719 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -28274.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28314.072266 Penalty: 2808.828369
	Iteration 2Q: 3 clusters Score -28314.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28327.117188 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -28327.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28331.773438 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -28331.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28336.615234 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -28336.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28336.615234 Penalty: 2808.828369
	Iteration 6F: 3 clusters Score -28336.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Entering Unmasked Estep 
Score: -673860.125000 Penalty: 2154.527344
	Iteration 0F: 2 clusters Score -673860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -668742.562500 Penalty: 4309.054688
	Iteration 0F: 3 clusters Score -668742.6 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -670064.125000 Penalty: 4309.054688
	Iteration 1F: 3 clusters Score -670064.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -670270.187500 Penalty: 4309.054688
	Iteration 2F: 3 clusters Score -670270.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -670393.625000 Penalty: 4309.054688
	Iteration 3Q: 3 clusters Score -670393.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -670486.687500 Penalty: 4309.054688
	Iteration 4Q: 3 clusters Score -670486.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -670550.625000 Penalty: 4309.054688
	Iteration 5Q: 3 clusters Score -670550.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -670601.125000 Penalty: 4309.054688
	Iteration 6Q: 3 clusters Score -670601.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -670632.875000 Penalty: 4309.054688
	Iteration 7Q: 3 clusters Score -670632.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -670652.125000 Penalty: 4309.054688
	Iteration 8Q: 3 clusters Score -670652.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -670673.062500 Penalty: 4309.054688
	Iteration 9Q: 3 clusters Score -670673.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -670686.750000 Penalty: 4309.054688
	Iteration 10Q: 3 clusters Score -670686.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -670702.750000 Penalty: 4309.054688
	Iteration 11Q: 3 clusters Score -670702.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -670721.562500 Penalty: 4309.054688
	Iteration 12Q: 3 clusters Score -670721.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -670740.562500 Penalty: 4309.054688
	Iteration 13Q: 3 clusters Score -670740.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -670752.250000 Penalty: 4309.054688
	Iteration 14Q: 3 clusters Score -670752.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -670765.000000 Penalty: 4309.054688
	Iteration 15Q: 3 clusters Score -670765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -670778.625000 Penalty: 4309.054688
	Iteration 16Q: 3 clusters Score -670778.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -670787.937500 Penalty: 4309.054688
	Iteration 17Q: 3 clusters Score -670787.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -670795.437500 Penalty: 4309.054688
	Iteration 18Q: 3 clusters Score -670795.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -670798.812500 Penalty: 4309.054688
	Iteration 19Q: 3 clusters Score -670798.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -670805.000000 Penalty: 4309.054688
	Iteration 20F: 3 clusters Score -670805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -670806.250000 Penalty: 4309.054688
	Iteration 21Q: 3 clusters Score -670806.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -670813.187500 Penalty: 4309.054688
	Iteration 22Q: 3 clusters Score -670813.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -670817.125000 Penalty: 4309.054688
	Iteration 23Q: 3 clusters Score -670817.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -670821.625000 Penalty: 4309.054688
	Iteration 24Q: 3 clusters Score -670821.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -670825.500000 Penalty: 4309.054688
	Iteration 25Q: 3 clusters Score -670825.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -670826.812500 Penalty: 4309.054688
	Iteration 26Q: 3 clusters Score -670826.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -670828.812500 Penalty: 4309.054688
	Iteration 27Q: 3 clusters Score -670828.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -670831.625000 Penalty: 4309.054688
	Iteration 28Q: 3 clusters Score -670831.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -670833.250000 Penalty: 4309.054688
	Iteration 29Q: 3 clusters Score -670833.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -670836.312500 Penalty: 4309.054688
	Iteration 30Q: 3 clusters Score -670836.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -670840.312500 Penalty: 4309.054688
	Iteration 31Q: 3 clusters Score -670840.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -670840.250000 Penalty: 4309.054688
	Iteration 32Q: 3 clusters Score -670840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -670844.687500 Penalty: 4309.054688
	Iteration 33Q: 3 clusters Score -670844.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -670849.062500 Penalty: 4309.054688
	Iteration 34Q: 3 clusters Score -670849.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -670852.625000 Penalty: 4309.054688
	Iteration 35Q: 3 clusters Score -670852.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -670855.125000 Penalty: 4309.054688
	Iteration 36Q: 3 clusters Score -670855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -670856.375000 Penalty: 4309.054688
	Iteration 37Q: 3 clusters Score -670856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -670855.562500 Penalty: 4309.054688
	Iteration 38Q: 3 clusters Score -670855.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -670858.750000 Penalty: 4309.054688
	Iteration 39Q: 3 clusters Score -670858.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -670859.437500 Penalty: 4309.054688
	Iteration 40F: 3 clusters Score -670859.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -670861.625000 Penalty: 4309.054688
	Iteration 41Q: 3 clusters Score -670861.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -670865.250000 Penalty: 4309.054688
	Iteration 42Q: 3 clusters Score -670865.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -670868.125000 Penalty: 4309.054688
	Iteration 43Q: 3 clusters Score -670868.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -670869.625000 Penalty: 4309.054688
	Iteration 44Q: 3 clusters Score -670869.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -670874.375000 Penalty: 4309.054688
	Iteration 45Q: 3 clusters Score -670874.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -670876.000000 Penalty: 4309.054688
	Iteration 46Q: 3 clusters Score -670876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -670880.625000 Penalty: 4309.054688
	Iteration 47Q: 3 clusters Score -670880.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -670884.125000 Penalty: 4309.054688
	Iteration 48Q: 3 clusters Score -670884.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -670889.687500 Penalty: 4309.054688
	Iteration 49Q: 3 clusters Score -670889.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -670896.250000 Penalty: 4309.054688
	Iteration 50Q: 3 clusters Score -670896.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -670902.500000 Penalty: 4309.054688
	Iteration 51Q: 3 clusters Score -670902.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -670907.812500 Penalty: 4309.054688
	Iteration 52Q: 3 clusters Score -670907.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -670912.062500 Penalty: 4309.054688
	Iteration 53Q: 3 clusters Score -670912.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -670917.000000 Penalty: 4309.054688
	Iteration 54Q: 3 clusters Score -670917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -670920.562500 Penalty: 4309.054688
	Iteration 55Q: 3 clusters Score -670920.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -670924.500000 Penalty: 4309.054688
	Iteration 56Q: 3 clusters Score -670924.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -670926.875000 Penalty: 4309.054688
	Iteration 57Q: 3 clusters Score -670926.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -670935.312500 Penalty: 4309.054688
	Iteration 58Q: 3 clusters Score -670935.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -670940.750000 Penalty: 4309.054688
	Iteration 59Q: 3 clusters Score -670940.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -670945.375000 Penalty: 4309.054688
	Iteration 60F: 3 clusters Score -670945.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -670952.312500 Penalty: 4309.054688
	Iteration 61Q: 3 clusters Score -670952.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -670958.125000 Penalty: 4309.054688
	Iteration 62Q: 3 clusters Score -670958.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -670965.437500 Penalty: 4309.054688
	Iteration 63Q: 3 clusters Score -670965.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -670971.687500 Penalty: 4309.054688
	Iteration 64Q: 3 clusters Score -670971.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -670977.187500 Penalty: 4309.054688
	Iteration 65Q: 3 clusters Score -670977.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -670984.312500 Penalty: 4309.054688
	Iteration 66Q: 3 clusters Score -670984.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -670990.312500 Penalty: 4309.054688
	Iteration 67Q: 3 clusters Score -670990.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -670998.062500 Penalty: 4309.054688
	Iteration 68Q: 3 clusters Score -670998.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -671008.937500 Penalty: 4309.054688
	Iteration 69Q: 3 clusters Score -671008.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -671017.500000 Penalty: 4309.054688
	Iteration 70Q: 3 clusters Score -671017.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -671026.937500 Penalty: 4309.054688
	Iteration 71Q: 3 clusters Score -671026.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -671034.250000 Penalty: 4309.054688
	Iteration 72Q: 3 clusters Score -671034.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -671038.875000 Penalty: 4309.054688
	Iteration 73Q: 3 clusters Score -671038.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -671044.000000 Penalty: 4309.054688
	Iteration 74Q: 3 clusters Score -671044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -671056.625000 Penalty: 4309.054688
	Iteration 75Q: 3 clusters Score -671056.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -671070.312500 Penalty: 4309.054688
	Iteration 76Q: 3 clusters Score -671070.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -671079.125000 Penalty: 4309.054688
	Iteration 77Q: 3 clusters Score -671079.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -671088.625000 Penalty: 4309.054688
	Iteration 78Q: 3 clusters Score -671088.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -671098.062500 Penalty: 4309.054688
	Iteration 79Q: 3 clusters Score -671098.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -671106.312500 Penalty: 4309.054688
	Iteration 80F: 3 clusters Score -671106.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -671123.125000 Penalty: 4309.054688
	Iteration 81Q: 3 clusters Score -671123.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -671136.437500 Penalty: 4309.054688
	Iteration 82Q: 3 clusters Score -671136.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -671149.812500 Penalty: 4309.054688
	Iteration 83Q: 3 clusters Score -671149.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -671171.250000 Penalty: 4309.054688
	Iteration 84Q: 3 clusters Score -671171.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -671192.187500 Penalty: 4309.054688
	Iteration 85Q: 3 clusters Score -671192.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -671218.812500 Penalty: 4309.054688
	Iteration 86Q: 3 clusters Score -671218.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -671249.062500 Penalty: 4309.054688
	Iteration 87Q: 3 clusters Score -671249.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -671278.562500 Penalty: 4309.054688
	Iteration 88Q: 3 clusters Score -671278.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -671310.250000 Penalty: 4309.054688
	Iteration 89Q: 3 clusters Score -671310.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -671342.687500 Penalty: 4309.054688
	Iteration 90Q: 3 clusters Score -671342.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -671374.125000 Penalty: 4309.054688
	Iteration 91Q: 3 clusters Score -671374.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -671407.812500 Penalty: 4309.054688
	Iteration 92Q: 3 clusters Score -671407.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -671442.125000 Penalty: 4309.054688
	Iteration 93Q: 3 clusters Score -671442.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -671482.500000 Penalty: 4309.054688
	Iteration 94Q: 3 clusters Score -671482.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -671517.937500 Penalty: 4309.054688
	Iteration 95Q: 3 clusters Score -671517.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -671544.875000 Penalty: 4309.054688
	Iteration 96Q: 3 clusters Score -671544.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -671577.062500 Penalty: 4309.054688
	Iteration 97Q: 3 clusters Score -671577.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -671611.062500 Penalty: 4309.054688
	Iteration 98Q: 3 clusters Score -671611.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -671647.250000 Penalty: 4309.054688
	Iteration 99Q: 3 clusters Score -671647.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -671682.375000 Penalty: 4309.054688
	Iteration 100F: 3 clusters Score -671682.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -671713.750000 Penalty: 4309.054688
	Iteration 101Q: 3 clusters Score -671713.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -671742.875000 Penalty: 4309.054688
	Iteration 102Q: 3 clusters Score -671742.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -671766.312500 Penalty: 4309.054688
	Iteration 103Q: 3 clusters Score -671766.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -671785.062500 Penalty: 4309.054688
	Iteration 104Q: 3 clusters Score -671785.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -671803.625000 Penalty: 4309.054688
	Iteration 105Q: 3 clusters Score -671803.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -671822.250000 Penalty: 4309.054688
	Iteration 106Q: 3 clusters Score -671822.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -671835.562500 Penalty: 4309.054688
	Iteration 107Q: 3 clusters Score -671835.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -671844.375000 Penalty: 4309.054688
	Iteration 108Q: 3 clusters Score -671844.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -671851.250000 Penalty: 4309.054688
	Iteration 109Q: 3 clusters Score -671851.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -671856.562500 Penalty: 4309.054688
	Iteration 110Q: 3 clusters Score -671856.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -671861.125000 Penalty: 4309.054688
	Iteration 111Q: 3 clusters Score -671861.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -671867.062500 Penalty: 4309.054688
	Iteration 112Q: 3 clusters Score -671867.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -671873.875000 Penalty: 4309.054688
	Iteration 113Q: 3 clusters Score -671873.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -671884.500000 Penalty: 4309.054688
	Iteration 114Q: 3 clusters Score -671884.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -671898.687500 Penalty: 4309.054688
	Iteration 115Q: 3 clusters Score -671898.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -671903.062500 Penalty: 4309.054688
	Iteration 116Q: 3 clusters Score -671903.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -671910.125000 Penalty: 4309.054688
	Iteration 117Q: 3 clusters Score -671910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -671915.437500 Penalty: 4309.054688
	Iteration 118Q: 3 clusters Score -671915.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -671917.312500 Penalty: 4309.054688
	Iteration 119Q: 3 clusters Score -671917.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -671921.375000 Penalty: 4309.054688
	Iteration 120F: 3 clusters Score -671921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -671922.187500 Penalty: 4309.054688
	Iteration 121Q: 3 clusters Score -671922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -671922.187500 Penalty: 4309.054688
	Iteration 122F: 3 clusters Score -671922.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Entering Unmasked Estep 
Score: -324147.312500 Penalty: 1968.645996
	Iteration 0F: 2 clusters Score -324147.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -320981.343750 Penalty: 3937.291992
	Iteration 0F: 3 clusters Score -320981.3 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -321614.812500 Penalty: 3937.291992
	Iteration 1F: 3 clusters Score -321614.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -321757.718750 Penalty: 3937.291992
	Iteration 2F: 3 clusters Score -321757.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -321838.500000 Penalty: 3937.291992
	Iteration 3Q: 3 clusters Score -321838.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -321889.281250 Penalty: 3937.291992
	Iteration 4Q: 3 clusters Score -321889.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -321923.281250 Penalty: 3937.291992
	Iteration 5Q: 3 clusters Score -321923.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -321944.562500 Penalty: 3937.291992
	Iteration 6Q: 3 clusters Score -321944.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -321962.937500 Penalty: 3937.291992
	Iteration 7Q: 3 clusters Score -321962.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -321982.156250 Penalty: 3937.291992
	Iteration 8Q: 3 clusters Score -321982.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -321998.000000 Penalty: 3937.291992
	Iteration 9Q: 3 clusters Score -321998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -322011.031250 Penalty: 3937.291992
	Iteration 10Q: 3 clusters Score -322011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -322022.656250 Penalty: 3937.291992
	Iteration 11Q: 3 clusters Score -322022.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -322031.968750 Penalty: 3937.291992
	Iteration 12Q: 3 clusters Score -322032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -322043.625000 Penalty: 3937.291992
	Iteration 13Q: 3 clusters Score -322043.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -322056.187500 Penalty: 3937.291992
	Iteration 14Q: 3 clusters Score -322056.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -322064.000000 Penalty: 3937.291992
	Iteration 15Q: 3 clusters Score -322064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -322069.843750 Penalty: 3937.291992
	Iteration 16Q: 3 clusters Score -322069.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -322076.062500 Penalty: 3937.291992
	Iteration 17Q: 3 clusters Score -322076.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -322079.218750 Penalty: 3937.291992
	Iteration 18Q: 3 clusters Score -322079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -322080.906250 Penalty: 3937.291992
	Iteration 19Q: 3 clusters Score -322080.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -322085.437500 Penalty: 3937.291992
	Iteration 20F: 3 clusters Score -322085.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -322088.968750 Penalty: 3937.291992
	Iteration 21Q: 3 clusters Score -322089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -322092.156250 Penalty: 3937.291992
	Iteration 22Q: 3 clusters Score -322092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -322094.781250 Penalty: 3937.291992
	Iteration 23Q: 3 clusters Score -322094.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -322100.625000 Penalty: 3937.291992
	Iteration 24Q: 3 clusters Score -322100.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -322106.156250 Penalty: 3937.291992
	Iteration 25Q: 3 clusters Score -322106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -322110.718750 Penalty: 3937.291992
	Iteration 26Q: 3 clusters Score -322110.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -322114.562500 Penalty: 3937.291992
	Iteration 27Q: 3 clusters Score -322114.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -322119.187500 Penalty: 3937.291992
	Iteration 28Q: 3 clusters Score -322119.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -322123.468750 Penalty: 3937.291992
	Iteration 29Q: 3 clusters Score -322123.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -322127.500000 Penalty: 3937.291992
	Iteration 30Q: 3 clusters Score -322127.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -322130.031250 Penalty: 3937.291992
	Iteration 31Q: 3 clusters Score -322130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -322132.156250 Penalty: 3937.291992
	Iteration 32Q: 3 clusters Score -322132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -322134.281250 Penalty: 3937.291992
	Iteration 33Q: 3 clusters Score -322134.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -322134.625000 Penalty: 3937.291992
	Iteration 34Q: 3 clusters Score -322134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -322135.156250 Penalty: 3937.291992
	Iteration 35Q: 3 clusters Score -322135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -322135.093750 Penalty: 3937.291992
	Iteration 36Q: 3 clusters Score -322135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -322136.937500 Penalty: 3937.291992
	Iteration 37Q: 3 clusters Score -322136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -322136.687500 Penalty: 3937.291992
	Iteration 38Q: 3 clusters Score -322136.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -322136.687500 Penalty: 3937.291992
	Iteration 39F: 3 clusters Score -322136.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -99603.835938 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -99603.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97650.062500 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -97650.06 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97966.179688 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -97966.18 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98120.132812 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -98120.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98207.554688 Penalty: 3417.237305
	Iteration 3Q: 3 clusters Score -98207.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98265.312500 Penalty: 3417.237305
	Iteration 4Q: 3 clusters Score -98265.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -98308.382812 Penalty: 3417.237305
	Iteration 5Q: 3 clusters Score -98308.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98364.445312 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -98364.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -98428.523438 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -98428.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98505.460938 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -98505.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98622.507812 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -98622.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -98799.304688 Penalty: 3417.237305
	Iteration 10Q: 3 clusters Score -98799.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99078.726562 Penalty: 3417.237305
	Iteration 11F: 3 clusters Score -99078.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99830.976562 Penalty: 3417.237305
	Iteration 12F: 3 clusters Score -99830.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -100136.328125 Penalty: 3417.237305
	Iteration 13Q: 3 clusters Score -100136.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100256.179688 Penalty: 3417.237305
	Iteration 14Q: 3 clusters Score -100256.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100364.125000 Penalty: 3417.237305
	Iteration 15Q: 3 clusters Score -100364.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100498.359375 Penalty: 3417.237305
	Iteration 16Q: 3 clusters Score -100498.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -100510.539062 Penalty: 3417.237305
	Iteration 17Q: 3 clusters Score -100510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -100510.539062 Penalty: 3417.237305
	Iteration 18F: 3 clusters Score -100510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 21735 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41881 members 
Mstep: Class 11 contains 13008 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66301 members 
Mstep: Class 14 contains 31985 members 
Mstep: Class 15 contains 185408 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51723 members 
Mstep: Class 19 contains 30345 members 
Mstep: Class 20 contains 322646 members 
Mstep: Class 21 contains 15969 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6517 members 
Mstep: Class 26 contains 320 members 
Entering Unmasked Estep 
Score: -92670640.000000 Penalty: 87802.296875
Splitting cluster 7 changes total score from -92671384.000000 to -92670640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (21735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Entering Unmasked Estep 
Score: -2549343.000000 Penalty: 2476.696289
	Iteration 0F: 2 clusters Score -2549343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2534109.750000 Penalty: 4953.392578
	Iteration 0F: 3 clusters Score -2534110 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2539227.250000 Penalty: 4953.392578
	Iteration 1F: 3 clusters Score -2539227 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2539625.000000 Penalty: 4953.392578
	Iteration 2F: 3 clusters Score -2539625 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2539914.750000 Penalty: 4953.392578
	Iteration 3Q: 3 clusters Score -2539915 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2540175.250000 Penalty: 4953.392578
	Iteration 4Q: 3 clusters Score -2540175 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2540401.500000 Penalty: 4953.392578
	Iteration 5Q: 3 clusters Score -2540402 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2540621.500000 Penalty: 4953.392578
	Iteration 6Q: 3 clusters Score -2540622 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2540858.750000 Penalty: 4953.392578
	Iteration 7Q: 3 clusters Score -2540859 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2541146.000000 Penalty: 4953.392578
	Iteration 8Q: 3 clusters Score -2541146 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2541578.250000 Penalty: 4953.392578
	Iteration 9Q: 3 clusters Score -2541578 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2542168.250000 Penalty: 4953.392578
	Iteration 10Q: 3 clusters Score -2542168 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2542934.750000 Penalty: 4953.392578
	Iteration 11F: 3 clusters Score -2542935 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2543877.250000 Penalty: 4953.392578
	Iteration 12F: 3 clusters Score -2543877 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2544813.750000 Penalty: 4953.392578
	Iteration 13F: 3 clusters Score -2544814 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2545688.500000 Penalty: 4953.392578
	Iteration 14Q: 3 clusters Score -2545688 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2546368.000000 Penalty: 4953.392578
	Iteration 15Q: 3 clusters Score -2546368 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2546829.750000 Penalty: 4953.392578
	Iteration 16Q: 3 clusters Score -2546830 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2547111.000000 Penalty: 4953.392578
	Iteration 17Q: 3 clusters Score -2547111 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2547238.250000 Penalty: 4953.392578
	Iteration 18Q: 3 clusters Score -2547238 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2547305.250000 Penalty: 4953.392578
	Iteration 19Q: 3 clusters Score -2547305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2547348.250000 Penalty: 4953.392578
	Iteration 20F: 3 clusters Score -2547348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2547376.000000 Penalty: 4953.392578
	Iteration 21Q: 3 clusters Score -2547376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2547394.250000 Penalty: 4953.392578
	Iteration 22Q: 3 clusters Score -2547394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2547406.750000 Penalty: 4953.392578
	Iteration 23Q: 3 clusters Score -2547407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2547416.750000 Penalty: 4953.392578
	Iteration 24Q: 3 clusters Score -2547417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2547429.000000 Penalty: 4953.392578
	Iteration 25Q: 3 clusters Score -2547429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2547435.500000 Penalty: 4953.392578
	Iteration 26Q: 3 clusters Score -2547436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2547449.250000 Penalty: 4953.392578
	Iteration 27Q: 3 clusters Score -2547449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2547455.000000 Penalty: 4953.392578
	Iteration 28Q: 3 clusters Score -2547455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2547468.250000 Penalty: 4953.392578
	Iteration 29Q: 3 clusters Score -2547468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2547473.250000 Penalty: 4953.392578
	Iteration 30Q: 3 clusters Score -2547473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2547481.250000 Penalty: 4953.392578
	Iteration 31Q: 3 clusters Score -2547481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2547486.500000 Penalty: 4953.392578
	Iteration 32Q: 3 clusters Score -2547486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2547490.250000 Penalty: 4953.392578
	Iteration 33Q: 3 clusters Score -2547490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2547491.500000 Penalty: 4953.392578
	Iteration 34Q: 3 clusters Score -2547492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2547494.750000 Penalty: 4953.392578
	Iteration 35Q: 3 clusters Score -2547495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2547498.500000 Penalty: 4953.392578
	Iteration 36Q: 3 clusters Score -2547498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2547502.000000 Penalty: 4953.392578
	Iteration 37Q: 3 clusters Score -2547502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2547502.750000 Penalty: 4953.392578
	Iteration 38Q: 3 clusters Score -2547503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2547503.750000 Penalty: 4953.392578
	Iteration 39Q: 3 clusters Score -2547504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2547502.250000 Penalty: 4953.392578
	Iteration 40F: 3 clusters Score -2547502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -55300.976562 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -55300.98 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 268 members 
Entering Unmasked Estep 
Score: -53841.480469 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -53841.48 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54100.015625 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -54100.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54202.222656 Penalty: 3117.854980
	Iteration 2F: 3 clusters Score -54202.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54265.398438 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -54265.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54331.339844 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -54331.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54393.156250 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -54393.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54445.183594 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -54445.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54499.171875 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -54499.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54526.117188 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -54526.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -54567.507812 Penalty: 3117.854980
	Iteration 9Q: 3 clusters Score -54567.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -54597.351562 Penalty: 3117.854980
	Iteration 10Q: 3 clusters Score -54597.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -54622.101562 Penalty: 3117.854980
	Iteration 11Q: 3 clusters Score -54622.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -54628.687500 Penalty: 3117.854980
	Iteration 12Q: 3 clusters Score -54628.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -54629.593750 Penalty: 3117.854980
	Iteration 13F: 3 clusters Score -54629.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -54678.871094 Penalty: 3117.854980
	Iteration 14Q: 3 clusters Score -54678.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54772.292969 Penalty: 3117.854980
	Iteration 15Q: 3 clusters Score -54772.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54851.332031 Penalty: 3117.854980
	Iteration 16Q: 3 clusters Score -54851.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -54867.859375 Penalty: 3117.854980
	Iteration 17Q: 3 clusters Score -54867.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -54889.437500 Penalty: 3117.854980
	Iteration 18Q: 3 clusters Score -54889.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -54912.746094 Penalty: 3117.854980
	Iteration 19Q: 3 clusters Score -54912.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -54930.277344 Penalty: 3117.854980
	Iteration 20F: 3 clusters Score -54930.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -54964.425781 Penalty: 3117.854980
	Iteration 21Q: 3 clusters Score -54964.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54979.875000 Penalty: 3117.854980
	Iteration 22Q: 3 clusters Score -54979.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55031.238281 Penalty: 3117.854980
	Iteration 23Q: 3 clusters Score -55031.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55156.046875 Penalty: 3117.854980
	Iteration 24Q: 3 clusters Score -55156.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55202.578125 Penalty: 3117.854980
	Iteration 25Q: 3 clusters Score -55202.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55238.160156 Penalty: 3117.854980
	Iteration 26Q: 3 clusters Score -55238.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55262.792969 Penalty: 3117.854980
	Iteration 27Q: 3 clusters Score -55262.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55275.804688 Penalty: 3117.854980
	Iteration 28Q: 3 clusters Score -55275.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55277.125000 Penalty: 3117.854980
	Iteration 29Q: 3 clusters Score -55277.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55277.125000 Penalty: 3117.854980
	Iteration 30F: 3 clusters Score -55277.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Entering Unmasked Estep 
Score: -4721616.000000 Penalty: 2639.361816
	Iteration 0F: 2 clusters Score -4721616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4693202.500000 Penalty: 5278.723633
	Iteration 0F: 3 clusters Score -4693202 nChanged 19264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -4703683.500000 Penalty: 5278.723633
	Iteration 1F: 3 clusters Score -4703684 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -4704194.000000 Penalty: 5278.723633
	Iteration 2Q: 3 clusters Score -4704194 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -4704710.500000 Penalty: 5278.723633
	Iteration 3Q: 3 clusters Score -4704710 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -4705226.500000 Penalty: 5278.723633
	Iteration 4Q: 3 clusters Score -4705226 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -4705801.500000 Penalty: 5278.723633
	Iteration 5Q: 3 clusters Score -4705802 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -4706405.000000 Penalty: 5278.723633
	Iteration 6Q: 3 clusters Score -4706405 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4707137.500000 Penalty: 5278.723633
	Iteration 7Q: 3 clusters Score -4707138 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -4707879.000000 Penalty: 5278.723633
	Iteration 8Q: 3 clusters Score -4707879 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4708720.000000 Penalty: 5278.723633
	Iteration 9Q: 3 clusters Score -4708720 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -4709599.500000 Penalty: 5278.723633
	Iteration 10Q: 3 clusters Score -4709600 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -4710504.000000 Penalty: 5278.723633
	Iteration 11Q: 3 clusters Score -4710504 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -4711211.000000 Penalty: 5278.723633
	Iteration 12Q: 3 clusters Score -4711211 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -4711862.500000 Penalty: 5278.723633
	Iteration 13Q: 3 clusters Score -4711862 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -4712417.000000 Penalty: 5278.723633
	Iteration 14Q: 3 clusters Score -4712417 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -4712927.000000 Penalty: 5278.723633
	Iteration 15Q: 3 clusters Score -4712927 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -4713428.500000 Penalty: 5278.723633
	Iteration 16Q: 3 clusters Score -4713428 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -4713951.000000 Penalty: 5278.723633
	Iteration 17Q: 3 clusters Score -4713951 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -4714623.500000 Penalty: 5278.723633
	Iteration 18Q: 3 clusters Score -4714624 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -4715928.000000 Penalty: 5278.723633
	Iteration 19Q: 3 clusters Score -4715928 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -4717686.500000 Penalty: 5278.723633
	Iteration 20F: 3 clusters Score -4717686 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -4718281.500000 Penalty: 5278.723633
	Iteration 21Q: 3 clusters Score -4718282 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -4718542.500000 Penalty: 5278.723633
	Iteration 22Q: 3 clusters Score -4718542 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -4718675.500000 Penalty: 5278.723633
	Iteration 23Q: 3 clusters Score -4718676 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4718777.000000 Penalty: 5278.723633
	Iteration 24Q: 3 clusters Score -4718777 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4718829.500000 Penalty: 5278.723633
	Iteration 25Q: 3 clusters Score -4718830 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -4718872.000000 Penalty: 5278.723633
	Iteration 26Q: 3 clusters Score -4718872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -4718892.500000 Penalty: 5278.723633
	Iteration 27Q: 3 clusters Score -4718892 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -4718915.500000 Penalty: 5278.723633
	Iteration 28Q: 3 clusters Score -4718916 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -4718949.500000 Penalty: 5278.723633
	Iteration 29Q: 3 clusters Score -4718950 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -4718948.500000 Penalty: 5278.723633
	Iteration 30Q: 3 clusters Score -4718948 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -4718969.000000 Penalty: 5278.723633
	Iteration 31Q: 3 clusters Score -4718969 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4718989.500000 Penalty: 5278.723633
	Iteration 32Q: 3 clusters Score -4718990 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4719009.000000 Penalty: 5278.723633
	Iteration 33Q: 3 clusters Score -4719009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -4719013.500000 Penalty: 5278.723633
	Iteration 34Q: 3 clusters Score -4719014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -4719026.000000 Penalty: 5278.723633
	Iteration 35Q: 3 clusters Score -4719026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4719029.000000 Penalty: 5278.723633
	Iteration 36Q: 3 clusters Score -4719029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -4719038.000000 Penalty: 5278.723633
	Iteration 37Q: 3 clusters Score -4719038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -4719052.000000 Penalty: 5278.723633
	Iteration 38Q: 3 clusters Score -4719052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4719060.000000 Penalty: 5278.723633
	Iteration 39Q: 3 clusters Score -4719060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4719075.500000 Penalty: 5278.723633
	Iteration 40F: 3 clusters Score -4719076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -4719079.000000 Penalty: 5278.723633
	Iteration 41Q: 3 clusters Score -4719079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4719085.000000 Penalty: 5278.723633
	Iteration 42Q: 3 clusters Score -4719085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4719080.000000 Penalty: 5278.723633
	Iteration 43Q: 3 clusters Score -4719080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4719074.500000 Penalty: 5278.723633
	Iteration 44Q: 3 clusters Score -4719074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -4719086.500000 Penalty: 5278.723633
	Iteration 45Q: 3 clusters Score -4719086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4719089.500000 Penalty: 5278.723633
	Iteration 46Q: 3 clusters Score -4719090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -4719093.000000 Penalty: 5278.723633
	Iteration 47Q: 3 clusters Score -4719093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -4719083.500000 Penalty: 5278.723633
	Iteration 48Q: 3 clusters Score -4719084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4719095.500000 Penalty: 5278.723633
	Iteration 49Q: 3 clusters Score -4719096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -4719102.000000 Penalty: 5278.723633
	Iteration 50Q: 3 clusters Score -4719102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4719107.000000 Penalty: 5278.723633
	Iteration 51Q: 3 clusters Score -4719107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4719119.500000 Penalty: 5278.723633
	Iteration 52Q: 3 clusters Score -4719120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4719118.000000 Penalty: 5278.723633
	Iteration 53Q: 3 clusters Score -4719118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4719128.500000 Penalty: 5278.723633
	Iteration 54Q: 3 clusters Score -4719128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4719131.000000 Penalty: 5278.723633
	Iteration 55Q: 3 clusters Score -4719131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -4719138.500000 Penalty: 5278.723633
	Iteration 56Q: 3 clusters Score -4719138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4719145.000000 Penalty: 5278.723633
	Iteration 57Q: 3 clusters Score -4719145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4719152.000000 Penalty: 5278.723633
	Iteration 58Q: 3 clusters Score -4719152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4719141.500000 Penalty: 5278.723633
	Iteration 59Q: 3 clusters Score -4719142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4719159.000000 Penalty: 5278.723633
	Iteration 60F: 3 clusters Score -4719159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4719159.000000 Penalty: 5278.723633
	Iteration 61Q: 3 clusters Score -4719159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4719160.500000 Penalty: 5278.723633
	Iteration 62Q: 3 clusters Score -4719160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4719160.500000 Penalty: 5278.723633
	Iteration 63Q: 3 clusters Score -4719160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4719161.000000 Penalty: 5278.723633
	Iteration 64Q: 3 clusters Score -4719161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4719157.500000 Penalty: 5278.723633
	Iteration 65Q: 3 clusters Score -4719158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4719159.500000 Penalty: 5278.723633
	Iteration 66Q: 3 clusters Score -4719160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4719156.000000 Penalty: 5278.723633
	Iteration 67Q: 3 clusters Score -4719156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4719155.500000 Penalty: 5278.723633
	Iteration 68Q: 3 clusters Score -4719156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4719152.500000 Penalty: 5278.723633
	Iteration 69Q: 3 clusters Score -4719152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4719150.500000 Penalty: 5278.723633
	Iteration 70Q: 3 clusters Score -4719150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4719151.500000 Penalty: 5278.723633
	Iteration 71Q: 3 clusters Score -4719152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4719156.000000 Penalty: 5278.723633
	Iteration 72Q: 3 clusters Score -4719156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4719154.500000 Penalty: 5278.723633
	Iteration 73Q: 3 clusters Score -4719154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4719158.000000 Penalty: 5278.723633
	Iteration 74Q: 3 clusters Score -4719158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4719168.000000 Penalty: 5278.723633
	Iteration 75Q: 3 clusters Score -4719168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4719169.500000 Penalty: 5278.723633
	Iteration 76Q: 3 clusters Score -4719170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4719163.500000 Penalty: 5278.723633
	Iteration 77Q: 3 clusters Score -4719164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4719173.500000 Penalty: 5278.723633
	Iteration 78Q: 3 clusters Score -4719174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4719173.000000 Penalty: 5278.723633
	Iteration 79Q: 3 clusters Score -4719173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4719186.000000 Penalty: 5278.723633
	Iteration 80F: 3 clusters Score -4719186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4719181.500000 Penalty: 5278.723633
	Iteration 81Q: 3 clusters Score -4719182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4719177.000000 Penalty: 5278.723633
	Iteration 82Q: 3 clusters Score -4719177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4719185.500000 Penalty: 5278.723633
	Iteration 83Q: 3 clusters Score -4719186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4719180.000000 Penalty: 5278.723633
	Iteration 84Q: 3 clusters Score -4719180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4719182.000000 Penalty: 5278.723633
	Iteration 85Q: 3 clusters Score -4719182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4719189.500000 Penalty: 5278.723633
	Iteration 86Q: 3 clusters Score -4719190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4719187.000000 Penalty: 5278.723633
	Iteration 87Q: 3 clusters Score -4719187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4719189.500000 Penalty: 5278.723633
	Iteration 88Q: 3 clusters Score -4719190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4719196.500000 Penalty: 5278.723633
	Iteration 89Q: 3 clusters Score -4719196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4719192.000000 Penalty: 5278.723633
	Iteration 90Q: 3 clusters Score -4719192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4719198.500000 Penalty: 5278.723633
	Iteration 91Q: 3 clusters Score -4719198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4719205.000000 Penalty: 5278.723633
	Iteration 92Q: 3 clusters Score -4719205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4719212.000000 Penalty: 5278.723633
	Iteration 93Q: 3 clusters Score -4719212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4719211.500000 Penalty: 5278.723633
	Iteration 94Q: 3 clusters Score -4719212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -4719216.000000 Penalty: 5278.723633
	Iteration 95Q: 3 clusters Score -4719216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4719211.000000 Penalty: 5278.723633
	Iteration 96Q: 3 clusters Score -4719211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4719208.500000 Penalty: 5278.723633
	Iteration 97Q: 3 clusters Score -4719208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4719204.000000 Penalty: 5278.723633
	Iteration 98Q: 3 clusters Score -4719204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4719208.000000 Penalty: 5278.723633
	Iteration 99Q: 3 clusters Score -4719208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4719211.500000 Penalty: 5278.723633
	Iteration 100F: 3 clusters Score -4719212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4719217.500000 Penalty: 5278.723633
	Iteration 101Q: 3 clusters Score -4719218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4719226.000000 Penalty: 5278.723633
	Iteration 102Q: 3 clusters Score -4719226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4719221.000000 Penalty: 5278.723633
	Iteration 103Q: 3 clusters Score -4719221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4719232.500000 Penalty: 5278.723633
	Iteration 104Q: 3 clusters Score -4719232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4719231.500000 Penalty: 5278.723633
	Iteration 105Q: 3 clusters Score -4719232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4719237.500000 Penalty: 5278.723633
	Iteration 106Q: 3 clusters Score -4719238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4719231.000000 Penalty: 5278.723633
	Iteration 107Q: 3 clusters Score -4719231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4719226.000000 Penalty: 5278.723633
	Iteration 108Q: 3 clusters Score -4719226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4719229.500000 Penalty: 5278.723633
	Iteration 109Q: 3 clusters Score -4719230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4719231.500000 Penalty: 5278.723633
	Iteration 110Q: 3 clusters Score -4719232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4719225.500000 Penalty: 5278.723633
	Iteration 111Q: 3 clusters Score -4719226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4719224.500000 Penalty: 5278.723633
	Iteration 112Q: 3 clusters Score -4719224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4719222.500000 Penalty: 5278.723633
	Iteration 113Q: 3 clusters Score -4719222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4719229.000000 Penalty: 5278.723633
	Iteration 114Q: 3 clusters Score -4719229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4719239.500000 Penalty: 5278.723633
	Iteration 115Q: 3 clusters Score -4719240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4719242.000000 Penalty: 5278.723633
	Iteration 116Q: 3 clusters Score -4719242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4719249.000000 Penalty: 5278.723633
	Iteration 117Q: 3 clusters Score -4719249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4719248.500000 Penalty: 5278.723633
	Iteration 118Q: 3 clusters Score -4719248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4719248.500000 Penalty: 5278.723633
	Iteration 119Q: 3 clusters Score -4719248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4719254.500000 Penalty: 5278.723633
	Iteration 120F: 3 clusters Score -4719254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4719258.500000 Penalty: 5278.723633
	Iteration 121Q: 3 clusters Score -4719258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4719258.500000 Penalty: 5278.723633
	Iteration 122Q: 3 clusters Score -4719258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4719258.500000 Penalty: 5278.723633
	Iteration 123Q: 3 clusters Score -4719258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4719264.500000 Penalty: 5278.723633
	Iteration 124Q: 3 clusters Score -4719264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4719266.000000 Penalty: 5278.723633
	Iteration 125Q: 3 clusters Score -4719266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4719268.000000 Penalty: 5278.723633
	Iteration 126Q: 3 clusters Score -4719268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4719268.000000 Penalty: 5278.723633
	Iteration 127F: 3 clusters Score -4719268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Entering Unmasked Estep 
Score: -1404997.750000 Penalty: 2349.383301
	Iteration 0F: 2 clusters Score -1404998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1395366.375000 Penalty: 4698.766602
	Iteration 0F: 3 clusters Score -1395366 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1398243.125000 Penalty: 4698.766602
	Iteration 1F: 3 clusters Score -1398243 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1398599.125000 Penalty: 4698.766602
	Iteration 2F: 3 clusters Score -1398599 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1398891.000000 Penalty: 4698.766602
	Iteration 3Q: 3 clusters Score -1398891 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1399157.250000 Penalty: 4698.766602
	Iteration 4Q: 3 clusters Score -1399157 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1399405.000000 Penalty: 4698.766602
	Iteration 5Q: 3 clusters Score -1399405 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1399650.375000 Penalty: 4698.766602
	Iteration 6Q: 3 clusters Score -1399650 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1399943.625000 Penalty: 4698.766602
	Iteration 7Q: 3 clusters Score -1399944 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1400284.500000 Penalty: 4698.766602
	Iteration 8Q: 3 clusters Score -1400284 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1400659.875000 Penalty: 4698.766602
	Iteration 9Q: 3 clusters Score -1400660 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1401049.875000 Penalty: 4698.766602
	Iteration 10Q: 3 clusters Score -1401050 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1401422.125000 Penalty: 4698.766602
	Iteration 11Q: 3 clusters Score -1401422 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1401769.500000 Penalty: 4698.766602
	Iteration 12Q: 3 clusters Score -1401770 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1402077.875000 Penalty: 4698.766602
	Iteration 13Q: 3 clusters Score -1402078 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1402302.875000 Penalty: 4698.766602
	Iteration 14Q: 3 clusters Score -1402303 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1402489.250000 Penalty: 4698.766602
	Iteration 15Q: 3 clusters Score -1402489 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1402607.250000 Penalty: 4698.766602
	Iteration 16Q: 3 clusters Score -1402607 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1402690.500000 Penalty: 4698.766602
	Iteration 17Q: 3 clusters Score -1402690 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1402750.000000 Penalty: 4698.766602
	Iteration 18Q: 3 clusters Score -1402750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1402815.125000 Penalty: 4698.766602
	Iteration 19Q: 3 clusters Score -1402815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1402852.875000 Penalty: 4698.766602
	Iteration 20F: 3 clusters Score -1402853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1402881.875000 Penalty: 4698.766602
	Iteration 21Q: 3 clusters Score -1402882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1402898.375000 Penalty: 4698.766602
	Iteration 22Q: 3 clusters Score -1402898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1402914.625000 Penalty: 4698.766602
	Iteration 23Q: 3 clusters Score -1402915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1402924.375000 Penalty: 4698.766602
	Iteration 24Q: 3 clusters Score -1402924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1402931.625000 Penalty: 4698.766602
	Iteration 25Q: 3 clusters Score -1402932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1402936.625000 Penalty: 4698.766602
	Iteration 26Q: 3 clusters Score -1402937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1402936.625000 Penalty: 4698.766602
	Iteration 27Q: 3 clusters Score -1402937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1402942.375000 Penalty: 4698.766602
	Iteration 28Q: 3 clusters Score -1402942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1402943.625000 Penalty: 4698.766602
	Iteration 29Q: 3 clusters Score -1402944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1402949.625000 Penalty: 4698.766602
	Iteration 30Q: 3 clusters Score -1402950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1402952.125000 Penalty: 4698.766602
	Iteration 31Q: 3 clusters Score -1402952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1402957.250000 Penalty: 4698.766602
	Iteration 32Q: 3 clusters Score -1402957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1402959.875000 Penalty: 4698.766602
	Iteration 33Q: 3 clusters Score -1402960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1402962.875000 Penalty: 4698.766602
	Iteration 34Q: 3 clusters Score -1402963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1402965.125000 Penalty: 4698.766602
	Iteration 35Q: 3 clusters Score -1402965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1402969.125000 Penalty: 4698.766602
	Iteration 36Q: 3 clusters Score -1402969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1402974.875000 Penalty: 4698.766602
	Iteration 37Q: 3 clusters Score -1402975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1402980.875000 Penalty: 4698.766602
	Iteration 38Q: 3 clusters Score -1402981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1402981.375000 Penalty: 4698.766602
	Iteration 39Q: 3 clusters Score -1402981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1402983.375000 Penalty: 4698.766602
	Iteration 40F: 3 clusters Score -1402983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -35804.753906 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -35804.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34421.949219 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -34421.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34656.945312 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -34656.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34757.246094 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -34757.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34815.312500 Penalty: 2960.479004
	Iteration 3Q: 3 clusters Score -34815.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34850.175781 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -34850.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34866.121094 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -34866.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34874.734375 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -34874.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34887.394531 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -34887.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34899.656250 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -34899.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34910.992188 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -34910.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34918.628906 Penalty: 2960.479004
	Iteration 10Q: 3 clusters Score -34918.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34928.273438 Penalty: 2960.479004
	Iteration 11Q: 3 clusters Score -34928.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34966.304688 Penalty: 2960.479004
	Iteration 12Q: 3 clusters Score -34966.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35015.003906 Penalty: 2960.479004
	Iteration 13Q: 3 clusters Score -35015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35087.675781 Penalty: 2960.479004
	Iteration 14Q: 3 clusters Score -35087.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35183.824219 Penalty: 2960.479004
	Iteration 15Q: 3 clusters Score -35183.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35299.742188 Penalty: 2960.479004
	Iteration 16Q: 3 clusters Score -35299.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35476.468750 Penalty: 2960.479004
	Iteration 17Q: 3 clusters Score -35476.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35616.941406 Penalty: 2960.479004
	Iteration 18Q: 3 clusters Score -35616.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35824.062500 Penalty: 2960.479004
	Iteration 19Q: 3 clusters Score -35824.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36110.601562 Penalty: 2960.479004
	Iteration 20F: 3 clusters Score -36110.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36262.593750 Penalty: 2960.479004
	Iteration 21Q: 3 clusters Score -36262.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36262.593750 Penalty: 2960.479004
	Iteration 22F: 3 clusters Score -36262.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21735 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41881 members 
Mstep: Class 11 contains 13008 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 66301 members 
Mstep: Class 14 contains 31985 members 
Mstep: Class 15 contains 185408 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51723 members 
Mstep: Class 19 contains 30345 members 
Mstep: Class 20 contains 322646 members 
Mstep: Class 21 contains 15969 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6517 members 
Mstep: Class 26 contains 167 members 
Entering Unmasked Estep 
Score: -92669952.000000 Penalty: 87802.296875
Splitting cluster 12 changes total score from -92671384.000000 to -92669952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (66301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Entering Unmasked Estep 
Score: -7688195.500000 Penalty: 2753.286133
	Iteration 0F: 2 clusters Score -7688196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -7643773.000000 Penalty: 5506.572266
	Iteration 0F: 3 clusters Score -7643773 nChanged 30961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -7661124.000000 Penalty: 5506.572266
	Iteration 1F: 3 clusters Score -7661124 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -7661712.500000 Penalty: 5506.572266
	Iteration 2Q: 3 clusters Score -7661712 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -7662177.000000 Penalty: 5506.572266
	Iteration 3Q: 3 clusters Score -7662177 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -7662653.500000 Penalty: 5506.572266
	Iteration 4Q: 3 clusters Score -7662654 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -7663041.000000 Penalty: 5506.572266
	Iteration 5Q: 3 clusters Score -7663041 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -7663476.500000 Penalty: 5506.572266
	Iteration 6Q: 3 clusters Score -7663476 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -7663895.500000 Penalty: 5506.572266
	Iteration 7Q: 3 clusters Score -7663896 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -7664318.500000 Penalty: 5506.572266
	Iteration 8Q: 3 clusters Score -7664318 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -7664806.000000 Penalty: 5506.572266
	Iteration 9Q: 3 clusters Score -7664806 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -7665331.000000 Penalty: 5506.572266
	Iteration 10Q: 3 clusters Score -7665331 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -7666065.000000 Penalty: 5506.572266
	Iteration 11Q: 3 clusters Score -7666065 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -7666976.500000 Penalty: 5506.572266
	Iteration 12Q: 3 clusters Score -7666976 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -7668349.000000 Penalty: 5506.572266
	Iteration 13Q: 3 clusters Score -7668349 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -7670176.000000 Penalty: 5506.572266
	Iteration 14Q: 3 clusters Score -7670176 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -7672268.000000 Penalty: 5506.572266
	Iteration 15F: 3 clusters Score -7672268 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -7674724.500000 Penalty: 5506.572266
	Iteration 16F: 3 clusters Score -7674724 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -7677390.500000 Penalty: 5506.572266
	Iteration 17F: 3 clusters Score -7677390 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -7679757.500000 Penalty: 5506.572266
	Iteration 18Q: 3 clusters Score -7679758 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -7681655.500000 Penalty: 5506.572266
	Iteration 19Q: 3 clusters Score -7681656 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -7683179.000000 Penalty: 5506.572266
	Iteration 20F: 3 clusters Score -7683179 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -7684121.500000 Penalty: 5506.572266
	Iteration 21Q: 3 clusters Score -7684122 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 64743 members 
Entering Unmasked Estep 
Score: -7684739.500000 Penalty: 5506.572266
	Iteration 22Q: 3 clusters Score -7684740 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -7685155.500000 Penalty: 5506.572266
	Iteration 23Q: 3 clusters Score -7685156 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -7685360.500000 Penalty: 5506.572266
	Iteration 24Q: 3 clusters Score -7685360 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -7685520.500000 Penalty: 5506.572266
	Iteration 25Q: 3 clusters Score -7685520 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 65756 members 
Entering Unmasked Estep 
Score: -7685632.000000 Penalty: 5506.572266
	Iteration 26Q: 3 clusters Score -7685632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -7685677.500000 Penalty: 5506.572266
	Iteration 27Q: 3 clusters Score -7685678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -7685715.500000 Penalty: 5506.572266
	Iteration 28Q: 3 clusters Score -7685716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -7685754.500000 Penalty: 5506.572266
	Iteration 29Q: 3 clusters Score -7685754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -7685778.500000 Penalty: 5506.572266
	Iteration 30Q: 3 clusters Score -7685778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -7685802.500000 Penalty: 5506.572266
	Iteration 31Q: 3 clusters Score -7685802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 65925 members 
Entering Unmasked Estep 
Score: -7685812.500000 Penalty: 5506.572266
	Iteration 32Q: 3 clusters Score -7685812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -7685833.000000 Penalty: 5506.572266
	Iteration 33Q: 3 clusters Score -7685833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -7685841.500000 Penalty: 5506.572266
	Iteration 34Q: 3 clusters Score -7685842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -7685848.000000 Penalty: 5506.572266
	Iteration 35Q: 3 clusters Score -7685848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 65957 members 
Entering Unmasked Estep 
Score: -7685851.500000 Penalty: 5506.572266
	Iteration 36Q: 3 clusters Score -7685852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -7685855.500000 Penalty: 5506.572266
	Iteration 37Q: 3 clusters Score -7685856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -7685855.500000 Penalty: 5506.572266
	Iteration 38Q: 3 clusters Score -7685856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -7685855.500000 Penalty: 5506.572266
	Iteration 39Q: 3 clusters Score -7685856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -7685855.500000 Penalty: 5506.572266
	Iteration 40F: 3 clusters Score -7685856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Entering Unmasked Estep 
Score: -3763785.750000 Penalty: 2572.509521
	Iteration 0F: 2 clusters Score -3763786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3741893.000000 Penalty: 5145.019043
	Iteration 0F: 3 clusters Score -3741893 nChanged 14434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3749639.500000 Penalty: 5145.019043
	Iteration 1F: 3 clusters Score -3749640 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3750134.750000 Penalty: 5145.019043
	Iteration 2Q: 3 clusters Score -3750135 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3750605.500000 Penalty: 5145.019043
	Iteration 3Q: 3 clusters Score -3750606 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3751193.250000 Penalty: 5145.019043
	Iteration 4Q: 3 clusters Score -3751193 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3751973.250000 Penalty: 5145.019043
	Iteration 5Q: 3 clusters Score -3751973 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3753110.250000 Penalty: 5145.019043
	Iteration 6F: 3 clusters Score -3753110 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3754733.250000 Penalty: 5145.019043
	Iteration 7F: 3 clusters Score -3754733 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3756702.500000 Penalty: 5145.019043
	Iteration 8F: 3 clusters Score -3756702 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3758615.250000 Penalty: 5145.019043
	Iteration 9F: 3 clusters Score -3758615 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3760021.750000 Penalty: 5145.019043
	Iteration 10Q: 3 clusters Score -3760022 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3760890.500000 Penalty: 5145.019043
	Iteration 11Q: 3 clusters Score -3760890 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3761396.000000 Penalty: 5145.019043
	Iteration 12Q: 3 clusters Score -3761396 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3761677.000000 Penalty: 5145.019043
	Iteration 13Q: 3 clusters Score -3761677 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3761835.000000 Penalty: 5145.019043
	Iteration 14Q: 3 clusters Score -3761835 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3761919.000000 Penalty: 5145.019043
	Iteration 15Q: 3 clusters Score -3761919 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3761981.250000 Penalty: 5145.019043
	Iteration 16Q: 3 clusters Score -3761981 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3762020.750000 Penalty: 5145.019043
	Iteration 17Q: 3 clusters Score -3762021 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3762037.750000 Penalty: 5145.019043
	Iteration 18Q: 3 clusters Score -3762038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3762066.000000 Penalty: 5145.019043
	Iteration 19Q: 3 clusters Score -3762066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3762078.250000 Penalty: 5145.019043
	Iteration 20F: 3 clusters Score -3762078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3762084.500000 Penalty: 5145.019043
	Iteration 21Q: 3 clusters Score -3762084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3762092.500000 Penalty: 5145.019043
	Iteration 22Q: 3 clusters Score -3762092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3762096.250000 Penalty: 5145.019043
	Iteration 23Q: 3 clusters Score -3762096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3762102.250000 Penalty: 5145.019043
	Iteration 24Q: 3 clusters Score -3762102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3762111.500000 Penalty: 5145.019043
	Iteration 25Q: 3 clusters Score -3762112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3762119.500000 Penalty: 5145.019043
	Iteration 26Q: 3 clusters Score -3762120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3762119.000000 Penalty: 5145.019043
	Iteration 27Q: 3 clusters Score -3762119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3762118.500000 Penalty: 5145.019043
	Iteration 28Q: 3 clusters Score -3762118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3762116.500000 Penalty: 5145.019043
	Iteration 29Q: 3 clusters Score -3762116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3762116.500000 Penalty: 5145.019043
	Iteration 30F: 3 clusters Score -3762116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (185408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185408 members 
Entering Unmasked Estep 
Score: -21493184.000000 Penalty: 3008.317871
	Iteration 0F: 2 clusters Score -2.149318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92841 members 
Mstep: Class 2 contains 92567 members 
Entering Unmasked Estep 
Score: -21372354.000000 Penalty: 6016.635742
	Iteration 0F: 3 clusters Score -2.137235e+07 nChanged 89162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -21424626.000000 Penalty: 6016.635742
	Iteration 1F: 3 clusters Score -2.142463e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96915 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -21426364.000000 Penalty: 6016.635742
	Iteration 2Q: 3 clusters Score -2.142636e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99858 members 
Mstep: Class 2 contains 85550 members 
Entering Unmasked Estep 
Score: -21428922.000000 Penalty: 6016.635742
	Iteration 3Q: 3 clusters Score -2.142892e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -21432742.000000 Penalty: 6016.635742
	Iteration 4Q: 3 clusters Score -2.143274e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110769 members 
Mstep: Class 2 contains 74639 members 
Entering Unmasked Estep 
Score: -21438700.000000 Penalty: 6016.635742
	Iteration 5F: 3 clusters Score -2.14387e+07 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118972 members 
Mstep: Class 2 contains 66436 members 
Entering Unmasked Estep 
Score: -21447580.000000 Penalty: 6016.635742
	Iteration 6F: 3 clusters Score -2.144758e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127653 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -21458590.000000 Penalty: 6016.635742
	Iteration 7F: 3 clusters Score -2.145859e+07 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134986 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -21468832.000000 Penalty: 6016.635742
	Iteration 8F: 3 clusters Score -2.146883e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140308 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -21475822.000000 Penalty: 6016.635742
	Iteration 9Q: 3 clusters Score -2.147582e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144318 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -21479850.000000 Penalty: 6016.635742
	Iteration 10Q: 3 clusters Score -2.147985e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147627 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -21482324.000000 Penalty: 6016.635742
	Iteration 11Q: 3 clusters Score -2.148232e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150535 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -21484166.000000 Penalty: 6016.635742
	Iteration 12Q: 3 clusters Score -2.148417e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153089 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -21485668.000000 Penalty: 6016.635742
	Iteration 13Q: 3 clusters Score -2.148567e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155316 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -21486964.000000 Penalty: 6016.635742
	Iteration 14Q: 3 clusters Score -2.148696e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157353 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -21487844.000000 Penalty: 6016.635742
	Iteration 15Q: 3 clusters Score -2.148784e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159304 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -21488838.000000 Penalty: 6016.635742
	Iteration 16Q: 3 clusters Score -2.148884e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161022 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -21489588.000000 Penalty: 6016.635742
	Iteration 17Q: 3 clusters Score -2.148959e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162582 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -21490174.000000 Penalty: 6016.635742
	Iteration 18Q: 3 clusters Score -2.149017e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164013 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -21490842.000000 Penalty: 6016.635742
	Iteration 19Q: 3 clusters Score -2.149084e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165351 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -21491618.000000 Penalty: 6016.635742
	Iteration 20F: 3 clusters Score -2.149162e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166599 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -21492282.000000 Penalty: 6016.635742
	Iteration 21Q: 3 clusters Score -2.149228e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167732 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -21493002.000000 Penalty: 6016.635742
	Iteration 22Q: 3 clusters Score -2.1493e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168674 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -21493488.000000 Penalty: 6016.635742
	Iteration 23Q: 3 clusters Score -2.149349e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169520 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -21493848.000000 Penalty: 6016.635742
	Iteration 24Q: 3 clusters Score -2.149385e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170250 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -21494092.000000 Penalty: 6016.635742
	Iteration 25Q: 3 clusters Score -2.149409e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170887 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -21494258.000000 Penalty: 6016.635742
	Iteration 26Q: 3 clusters Score -2.149426e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171417 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -21494456.000000 Penalty: 6016.635742
	Iteration 27Q: 3 clusters Score -2.149446e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171844 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -21494602.000000 Penalty: 6016.635742
	Iteration 28Q: 3 clusters Score -2.14946e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172202 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -21494594.000000 Penalty: 6016.635742
	Iteration 29Q: 3 clusters Score -2.149459e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172477 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -21494640.000000 Penalty: 6016.635742
	Iteration 30Q: 3 clusters Score -2.149464e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172734 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -21494744.000000 Penalty: 6016.635742
	Iteration 31Q: 3 clusters Score -2.149474e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172954 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -21494736.000000 Penalty: 6016.635742
	Iteration 32Q: 3 clusters Score -2.149474e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173138 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -21494796.000000 Penalty: 6016.635742
	Iteration 33Q: 3 clusters Score -2.14948e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173286 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -21494836.000000 Penalty: 6016.635742
	Iteration 34Q: 3 clusters Score -2.149484e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173400 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -21494832.000000 Penalty: 6016.635742
	Iteration 35Q: 3 clusters Score -2.149483e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173515 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -21494798.000000 Penalty: 6016.635742
	Iteration 36Q: 3 clusters Score -2.14948e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173639 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -21494812.000000 Penalty: 6016.635742
	Iteration 37Q: 3 clusters Score -2.149481e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173749 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -21494802.000000 Penalty: 6016.635742
	Iteration 38Q: 3 clusters Score -2.14948e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173860 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -21494814.000000 Penalty: 6016.635742
	Iteration 39Q: 3 clusters Score -2.149481e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173966 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -21494780.000000 Penalty: 6016.635742
	Iteration 40F: 3 clusters Score -2.149478e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174054 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -21494786.000000 Penalty: 6016.635742
	Iteration 41Q: 3 clusters Score -2.149479e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174135 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -21494760.000000 Penalty: 6016.635742
	Iteration 42Q: 3 clusters Score -2.149476e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174220 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -21494790.000000 Penalty: 6016.635742
	Iteration 43Q: 3 clusters Score -2.149479e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174292 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -21494762.000000 Penalty: 6016.635742
	Iteration 44Q: 3 clusters Score -2.149476e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174361 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -21494794.000000 Penalty: 6016.635742
	Iteration 45Q: 3 clusters Score -2.149479e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174418 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -21494752.000000 Penalty: 6016.635742
	Iteration 46Q: 3 clusters Score -2.149475e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174472 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -21494762.000000 Penalty: 6016.635742
	Iteration 47Q: 3 clusters Score -2.149476e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174515 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -21494724.000000 Penalty: 6016.635742
	Iteration 48Q: 3 clusters Score -2.149472e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174554 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -21494754.000000 Penalty: 6016.635742
	Iteration 49Q: 3 clusters Score -2.149475e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174587 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -21494746.000000 Penalty: 6016.635742
	Iteration 50Q: 3 clusters Score -2.149475e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174617 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -21494756.000000 Penalty: 6016.635742
	Iteration 51Q: 3 clusters Score -2.149476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174637 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -21494756.000000 Penalty: 6016.635742
	Iteration 52Q: 3 clusters Score -2.149476e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174659 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -21494748.000000 Penalty: 6016.635742
	Iteration 53Q: 3 clusters Score -2.149475e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174684 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -21494758.000000 Penalty: 6016.635742
	Iteration 54Q: 3 clusters Score -2.149476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174707 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -21494766.000000 Penalty: 6016.635742
	Iteration 55Q: 3 clusters Score -2.149477e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174726 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -21494766.000000 Penalty: 6016.635742
	Iteration 56Q: 3 clusters Score -2.149477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174741 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -21494760.000000 Penalty: 6016.635742
	Iteration 57Q: 3 clusters Score -2.149476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174754 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -21494788.000000 Penalty: 6016.635742
	Iteration 58Q: 3 clusters Score -2.149479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174766 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -21494780.000000 Penalty: 6016.635742
	Iteration 59Q: 3 clusters Score -2.149478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174780 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -21494772.000000 Penalty: 6016.635742
	Iteration 60F: 3 clusters Score -2.149477e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174794 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -21494792.000000 Penalty: 6016.635742
	Iteration 61Q: 3 clusters Score -2.149479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174806 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -21494804.000000 Penalty: 6016.635742
	Iteration 62Q: 3 clusters Score -2.14948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174819 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -21494796.000000 Penalty: 6016.635742
	Iteration 63Q: 3 clusters Score -2.14948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174827 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -21494792.000000 Penalty: 6016.635742
	Iteration 64Q: 3 clusters Score -2.149479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174835 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -21494794.000000 Penalty: 6016.635742
	Iteration 65Q: 3 clusters Score -2.149479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174844 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -21494802.000000 Penalty: 6016.635742
	Iteration 66Q: 3 clusters Score -2.14948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174851 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -21494796.000000 Penalty: 6016.635742
	Iteration 67Q: 3 clusters Score -2.14948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174859 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -21494798.000000 Penalty: 6016.635742
	Iteration 68Q: 3 clusters Score -2.14948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174870 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -21494798.000000 Penalty: 6016.635742
	Iteration 69Q: 3 clusters Score -2.14948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174880 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -21494802.000000 Penalty: 6016.635742
	Iteration 70Q: 3 clusters Score -2.14948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174890 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -21494804.000000 Penalty: 6016.635742
	Iteration 71Q: 3 clusters Score -2.14948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174900 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -21494794.000000 Penalty: 6016.635742
	Iteration 72Q: 3 clusters Score -2.149479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174908 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -21494812.000000 Penalty: 6016.635742
	Iteration 73Q: 3 clusters Score -2.149481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174916 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -21494804.000000 Penalty: 6016.635742
	Iteration 74Q: 3 clusters Score -2.14948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174921 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -21494810.000000 Penalty: 6016.635742
	Iteration 75Q: 3 clusters Score -2.149481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174928 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -21494816.000000 Penalty: 6016.635742
	Iteration 76Q: 3 clusters Score -2.149482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174939 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -21494800.000000 Penalty: 6016.635742
	Iteration 77Q: 3 clusters Score -2.14948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174950 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -21494812.000000 Penalty: 6016.635742
	Iteration 78Q: 3 clusters Score -2.149481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174958 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -21494808.000000 Penalty: 6016.635742
	Iteration 79Q: 3 clusters Score -2.149481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174966 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -21494800.000000 Penalty: 6016.635742
	Iteration 80F: 3 clusters Score -2.14948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174970 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -21494794.000000 Penalty: 6016.635742
	Iteration 81Q: 3 clusters Score -2.149479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174973 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -21494808.000000 Penalty: 6016.635742
	Iteration 82Q: 3 clusters Score -2.149481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174976 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -21494816.000000 Penalty: 6016.635742
	Iteration 83Q: 3 clusters Score -2.149482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174978 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -21494808.000000 Penalty: 6016.635742
	Iteration 84Q: 3 clusters Score -2.149481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174980 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -21494806.000000 Penalty: 6016.635742
	Iteration 85Q: 3 clusters Score -2.149481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174984 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -21494818.000000 Penalty: 6016.635742
	Iteration 86Q: 3 clusters Score -2.149482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174987 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -21494806.000000 Penalty: 6016.635742
	Iteration 87Q: 3 clusters Score -2.149481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174988 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -21494806.000000 Penalty: 6016.635742
	Iteration 88Q: 3 clusters Score -2.149481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174989 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -21494796.000000 Penalty: 6016.635742
	Iteration 89Q: 3 clusters Score -2.14948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174990 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -21494806.000000 Penalty: 6016.635742
	Iteration 90Q: 3 clusters Score -2.149481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174990 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -21494806.000000 Penalty: 6016.635742
	Iteration 91F: 3 clusters Score -2.149481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21735 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41881 members 
Mstep: Class 11 contains 13008 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66301 members 
Mstep: Class 14 contains 31985 members 
Mstep: Class 15 contains 174990 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51723 members 
Mstep: Class 19 contains 30345 members 
Mstep: Class 20 contains 322646 members 
Mstep: Class 21 contains 15969 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 6517 members 
Mstep: Class 26 contains 10418 members 
Entering Unmasked Estep 
Score: -92672256.000000 Penalty: 87802.296875
Splitting cluster 15 changes total score from -92671384.000000 to -92672256.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (4154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Entering Unmasked Estep 
Score: -458364.062500 Penalty: 2066.293213
	Iteration 0F: 2 clusters Score -458364.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -454401.093750 Penalty: 4132.586426
	Iteration 0F: 3 clusters Score -454401.1 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -455450.812500 Penalty: 4132.586426
	Iteration 1F: 3 clusters Score -455450.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -455825.187500 Penalty: 4132.586426
	Iteration 2F: 3 clusters Score -455825.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -456156.750000 Penalty: 4132.586426
	Iteration 3F: 3 clusters Score -456156.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -456405.968750 Penalty: 4132.586426
	Iteration 4F: 3 clusters Score -456406 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -456586.125000 Penalty: 4132.586426
	Iteration 5F: 3 clusters Score -456586.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -456707.000000 Penalty: 4132.586426
	Iteration 6Q: 3 clusters Score -456707 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -456793.812500 Penalty: 4132.586426
	Iteration 7Q: 3 clusters Score -456793.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -456866.750000 Penalty: 4132.586426
	Iteration 8Q: 3 clusters Score -456866.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -456916.125000 Penalty: 4132.586426
	Iteration 9Q: 3 clusters Score -456916.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -456948.750000 Penalty: 4132.586426
	Iteration 10Q: 3 clusters Score -456948.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -456971.750000 Penalty: 4132.586426
	Iteration 11Q: 3 clusters Score -456971.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -456987.875000 Penalty: 4132.586426
	Iteration 12Q: 3 clusters Score -456987.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -456999.000000 Penalty: 4132.586426
	Iteration 13Q: 3 clusters Score -456999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -457004.250000 Penalty: 4132.586426
	Iteration 14Q: 3 clusters Score -457004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -457007.562500 Penalty: 4132.586426
	Iteration 15Q: 3 clusters Score -457007.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -457012.718750 Penalty: 4132.586426
	Iteration 16Q: 3 clusters Score -457012.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -457018.281250 Penalty: 4132.586426
	Iteration 17Q: 3 clusters Score -457018.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -457021.312500 Penalty: 4132.586426
	Iteration 18Q: 3 clusters Score -457021.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -457024.218750 Penalty: 4132.586426
	Iteration 19Q: 3 clusters Score -457024.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -457028.281250 Penalty: 4132.586426
	Iteration 20F: 3 clusters Score -457028.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -457032.031250 Penalty: 4132.586426
	Iteration 21Q: 3 clusters Score -457032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -457033.781250 Penalty: 4132.586426
	Iteration 22Q: 3 clusters Score -457033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -457035.031250 Penalty: 4132.586426
	Iteration 23Q: 3 clusters Score -457035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -457036.750000 Penalty: 4132.586426
	Iteration 24Q: 3 clusters Score -457036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -457037.718750 Penalty: 4132.586426
	Iteration 25Q: 3 clusters Score -457037.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -457038.250000 Penalty: 4132.586426
	Iteration 26Q: 3 clusters Score -457038.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -457041.750000 Penalty: 4132.586426
	Iteration 27Q: 3 clusters Score -457041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -457043.062500 Penalty: 4132.586426
	Iteration 28Q: 3 clusters Score -457043.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -457045.500000 Penalty: 4132.586426
	Iteration 29Q: 3 clusters Score -457045.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -457045.812500 Penalty: 4132.586426
	Iteration 30Q: 3 clusters Score -457045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -457046.843750 Penalty: 4132.586426
	Iteration 31Q: 3 clusters Score -457046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -457047.593750 Penalty: 4132.586426
	Iteration 32Q: 3 clusters Score -457047.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -457051.781250 Penalty: 4132.586426
	Iteration 33Q: 3 clusters Score -457051.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -457053.250000 Penalty: 4132.586426
	Iteration 34Q: 3 clusters Score -457053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -457057.031250 Penalty: 4132.586426
	Iteration 35Q: 3 clusters Score -457057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -457057.750000 Penalty: 4132.586426
	Iteration 36Q: 3 clusters Score -457057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -457059.375000 Penalty: 4132.586426
	Iteration 37Q: 3 clusters Score -457059.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -457062.875000 Penalty: 4132.586426
	Iteration 38Q: 3 clusters Score -457062.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -457064.437500 Penalty: 4132.586426
	Iteration 39Q: 3 clusters Score -457064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -457066.156250 Penalty: 4132.586426
	Iteration 40F: 3 clusters Score -457066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -457067.125000 Penalty: 4132.586426
	Iteration 41Q: 3 clusters Score -457067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -457067.125000 Penalty: 4132.586426
	Iteration 42F: 3 clusters Score -457067.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -195829.640625 Penalty: 1876.829956
	Iteration 0F: 2 clusters Score -195829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -193216.734375 Penalty: 3753.659912
	Iteration 0F: 3 clusters Score -193216.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -193682.718750 Penalty: 3753.659912
	Iteration 1F: 3 clusters Score -193682.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -193800.296875 Penalty: 3753.659912
	Iteration 2F: 3 clusters Score -193800.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -193884.359375 Penalty: 3753.659912
	Iteration 3Q: 3 clusters Score -193884.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -193931.187500 Penalty: 3753.659912
	Iteration 4Q: 3 clusters Score -193931.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -193974.609375 Penalty: 3753.659912
	Iteration 5Q: 3 clusters Score -193974.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -194021.140625 Penalty: 3753.659912
	Iteration 6Q: 3 clusters Score -194021.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -194077.468750 Penalty: 3753.659912
	Iteration 7Q: 3 clusters Score -194077.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -194150.671875 Penalty: 3753.659912
	Iteration 8Q: 3 clusters Score -194150.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -194228.093750 Penalty: 3753.659912
	Iteration 9Q: 3 clusters Score -194228.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -194291.531250 Penalty: 3753.659912
	Iteration 10Q: 3 clusters Score -194291.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -194345.140625 Penalty: 3753.659912
	Iteration 11Q: 3 clusters Score -194345.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -194387.562500 Penalty: 3753.659912
	Iteration 12Q: 3 clusters Score -194387.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -194420.765625 Penalty: 3753.659912
	Iteration 13Q: 3 clusters Score -194420.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -194438.875000 Penalty: 3753.659912
	Iteration 14Q: 3 clusters Score -194438.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -194454.875000 Penalty: 3753.659912
	Iteration 15Q: 3 clusters Score -194454.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -194472.406250 Penalty: 3753.659912
	Iteration 16Q: 3 clusters Score -194472.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -194485.203125 Penalty: 3753.659912
	Iteration 17Q: 3 clusters Score -194485.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -194497.250000 Penalty: 3753.659912
	Iteration 18Q: 3 clusters Score -194497.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -194508.859375 Penalty: 3753.659912
	Iteration 19Q: 3 clusters Score -194508.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -194523.421875 Penalty: 3753.659912
	Iteration 20F: 3 clusters Score -194523.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -194535.171875 Penalty: 3753.659912
	Iteration 21Q: 3 clusters Score -194535.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -194542.718750 Penalty: 3753.659912
	Iteration 22Q: 3 clusters Score -194542.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -194545.937500 Penalty: 3753.659912
	Iteration 23Q: 3 clusters Score -194545.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -194548.531250 Penalty: 3753.659912
	Iteration 24Q: 3 clusters Score -194548.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -194552.171875 Penalty: 3753.659912
	Iteration 25Q: 3 clusters Score -194552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -194563.281250 Penalty: 3753.659912
	Iteration 26Q: 3 clusters Score -194563.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -194573.312500 Penalty: 3753.659912
	Iteration 27Q: 3 clusters Score -194573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -194579.593750 Penalty: 3753.659912
	Iteration 28Q: 3 clusters Score -194579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -194583.500000 Penalty: 3753.659912
	Iteration 29Q: 3 clusters Score -194583.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -194586.093750 Penalty: 3753.659912
	Iteration 30Q: 3 clusters Score -194586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -194588.062500 Penalty: 3753.659912
	Iteration 31Q: 3 clusters Score -194588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -194588.781250 Penalty: 3753.659912
	Iteration 32Q: 3 clusters Score -194588.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -194588.781250 Penalty: 3753.659912
	Iteration 33F: 3 clusters Score -194588.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Entering Unmasked Estep 
Score: -6043788.000000 Penalty: 2691.707031
	Iteration 0F: 2 clusters Score -6043788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -6009151.500000 Penalty: 5383.414062
	Iteration 0F: 3 clusters Score -6009152 nChanged 23699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -6022176.000000 Penalty: 5383.414062
	Iteration 1F: 3 clusters Score -6022176 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -6022670.000000 Penalty: 5383.414062
	Iteration 2Q: 3 clusters Score -6022670 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -6023196.000000 Penalty: 5383.414062
	Iteration 3Q: 3 clusters Score -6023196 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -6023952.500000 Penalty: 5383.414062
	Iteration 4Q: 3 clusters Score -6023952 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -6025133.000000 Penalty: 5383.414062
	Iteration 5Q: 3 clusters Score -6025133 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -6027075.500000 Penalty: 5383.414062
	Iteration 6F: 3 clusters Score -6027076 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -6030268.000000 Penalty: 5383.414062
	Iteration 7F: 3 clusters Score -6030268 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -6034296.500000 Penalty: 5383.414062
	Iteration 8F: 3 clusters Score -6034296 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -6038094.000000 Penalty: 5383.414062
	Iteration 9F: 3 clusters Score -6038094 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -6040135.000000 Penalty: 5383.414062
	Iteration 10Q: 3 clusters Score -6040135 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -6040845.500000 Penalty: 5383.414062
	Iteration 11Q: 3 clusters Score -6040846 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -6041141.000000 Penalty: 5383.414062
	Iteration 12Q: 3 clusters Score -6041141 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -6041262.000000 Penalty: 5383.414062
	Iteration 13Q: 3 clusters Score -6041262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -6041318.500000 Penalty: 5383.414062
	Iteration 14Q: 3 clusters Score -6041318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -6041355.000000 Penalty: 5383.414062
	Iteration 15Q: 3 clusters Score -6041355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -6041372.500000 Penalty: 5383.414062
	Iteration 16Q: 3 clusters Score -6041372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -6041376.000000 Penalty: 5383.414062
	Iteration 17Q: 3 clusters Score -6041376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -6041376.000000 Penalty: 5383.414062
	Iteration 18F: 3 clusters Score -6041376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Entering Unmasked Estep 
Score: -3563856.250000 Penalty: 2559.456055
	Iteration 0F: 2 clusters Score -3563856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3543087.750000 Penalty: 5118.912109
	Iteration 0F: 3 clusters Score -3543088 nChanged 13636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3550503.000000 Penalty: 5118.912109
	Iteration 1F: 3 clusters Score -3550503 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3551000.500000 Penalty: 5118.912109
	Iteration 2Q: 3 clusters Score -3551000 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -3551512.500000 Penalty: 5118.912109
	Iteration 3Q: 3 clusters Score -3551512 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3552128.000000 Penalty: 5118.912109
	Iteration 4Q: 3 clusters Score -3552128 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -3552953.250000 Penalty: 5118.912109
	Iteration 5F: 3 clusters Score -3552953 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3554171.750000 Penalty: 5118.912109
	Iteration 6F: 3 clusters Score -3554172 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3555816.500000 Penalty: 5118.912109
	Iteration 7F: 3 clusters Score -3555816 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3557744.250000 Penalty: 5118.912109
	Iteration 8F: 3 clusters Score -3557744 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3559392.250000 Penalty: 5118.912109
	Iteration 9F: 3 clusters Score -3559392 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3560443.500000 Penalty: 5118.912109
	Iteration 10Q: 3 clusters Score -3560444 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3560976.750000 Penalty: 5118.912109
	Iteration 11Q: 3 clusters Score -3560977 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3561257.500000 Penalty: 5118.912109
	Iteration 12Q: 3 clusters Score -3561258 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3561375.000000 Penalty: 5118.912109
	Iteration 13Q: 3 clusters Score -3561375 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3561444.500000 Penalty: 5118.912109
	Iteration 14Q: 3 clusters Score -3561444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3561495.250000 Penalty: 5118.912109
	Iteration 15Q: 3 clusters Score -3561495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3561551.500000 Penalty: 5118.912109
	Iteration 16Q: 3 clusters Score -3561552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3561597.750000 Penalty: 5118.912109
	Iteration 17Q: 3 clusters Score -3561598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3561608.250000 Penalty: 5118.912109
	Iteration 18Q: 3 clusters Score -3561608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3561615.750000 Penalty: 5118.912109
	Iteration 19Q: 3 clusters Score -3561616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3561614.250000 Penalty: 5118.912109
	Iteration 20F: 3 clusters Score -3561614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (322646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322646 members 
Entering Unmasked Estep 
Score: -36981244.000000 Penalty: 3145.708984
	Iteration 0F: 2 clusters Score -3.698124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161681 members 
Mstep: Class 2 contains 160965 members 
Entering Unmasked Estep 
Score: -36795480.000000 Penalty: 6291.417969
	Iteration 0F: 3 clusters Score -3.679548e+07 nChanged 156250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169317 members 
Mstep: Class 2 contains 153329 members 
Entering Unmasked Estep 
Score: -36888952.000000 Penalty: 6291.417969
	Iteration 1F: 3 clusters Score -3.688895e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174770 members 
Mstep: Class 2 contains 147876 members 
Entering Unmasked Estep 
Score: -36890708.000000 Penalty: 6291.417969
	Iteration 2Q: 3 clusters Score -3.689071e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183381 members 
Mstep: Class 2 contains 139265 members 
Entering Unmasked Estep 
Score: -36893568.000000 Penalty: 6291.417969
	Iteration 3Q: 3 clusters Score -3.689357e+07 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196358 members 
Mstep: Class 2 contains 126288 members 
Entering Unmasked Estep 
Score: -36898952.000000 Penalty: 6291.417969
	Iteration 4Q: 3 clusters Score -3.689895e+07 nChanged 19349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215333 members 
Mstep: Class 2 contains 107313 members 
Entering Unmasked Estep 
Score: -36910004.000000 Penalty: 6291.417969
	Iteration 5F: 3 clusters Score -3.691e+07 nChanged 25379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240598 members 
Mstep: Class 2 contains 82048 members 
Entering Unmasked Estep 
Score: -36929260.000000 Penalty: 6291.417969
	Iteration 6F: 3 clusters Score -3.692926e+07 nChanged 28676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269232 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -36954620.000000 Penalty: 6291.417969
	Iteration 7F: 3 clusters Score -3.695462e+07 nChanged 24902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294126 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -36976688.000000 Penalty: 6291.417969
	Iteration 8F: 3 clusters Score -3.697669e+07 nChanged 15936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310060 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -36982060.000000 Penalty: 6291.417969
	Iteration 9Q: 3 clusters Score -3.698206e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318103 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -36980608.000000 Penalty: 6291.417969
	Iteration 10Q: 3 clusters Score -3.698061e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321054 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -36978996.000000 Penalty: 6291.417969
	Iteration 11Q: 3 clusters Score -3.6979e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321965 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -36978796.000000 Penalty: 6291.417969
	Iteration 12Q: 3 clusters Score -3.69788e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322230 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -36978700.000000 Penalty: 6291.417969
	Iteration 13Q: 3 clusters Score -3.69787e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322301 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -36978700.000000 Penalty: 6291.417969
	Iteration 14Q: 3 clusters Score -3.69787e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322320 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36978760.000000 Penalty: 6291.417969
	Iteration 15Q: 3 clusters Score -3.697876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322342 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36978760.000000 Penalty: 6291.417969
	Iteration 16Q: 3 clusters Score -3.697876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322352 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36978780.000000 Penalty: 6291.417969
	Iteration 17Q: 3 clusters Score -3.697878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322358 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36978788.000000 Penalty: 6291.417969
	Iteration 18Q: 3 clusters Score -3.697879e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322366 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36978804.000000 Penalty: 6291.417969
	Iteration 19Q: 3 clusters Score -3.69788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322366 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36978800.000000 Penalty: 6291.417969
	Iteration 20F: 3 clusters Score -3.69788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322368 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36978800.000000 Penalty: 6291.417969
	Iteration 21Q: 3 clusters Score -3.69788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322369 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36978812.000000 Penalty: 6291.417969
	Iteration 22Q: 3 clusters Score -3.697881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322369 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36978808.000000 Penalty: 6291.417969
	Iteration 23Q: 3 clusters Score -3.697881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322368 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36978812.000000 Penalty: 6291.417969
	Iteration 24Q: 3 clusters Score -3.697881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322371 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36978812.000000 Penalty: 6291.417969
	Iteration 25Q: 3 clusters Score -3.697881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322371 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36978816.000000 Penalty: 6291.417969
	Iteration 26Q: 3 clusters Score -3.697882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322373 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36978808.000000 Penalty: 6291.417969
	Iteration 27Q: 3 clusters Score -3.697881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322375 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36978804.000000 Penalty: 6291.417969
	Iteration 28Q: 3 clusters Score -3.69788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322378 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36978800.000000 Penalty: 6291.417969
	Iteration 29Q: 3 clusters Score -3.69788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322379 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36978804.000000 Penalty: 6291.417969
	Iteration 30Q: 3 clusters Score -3.69788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322380 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36978796.000000 Penalty: 6291.417969
	Iteration 31Q: 3 clusters Score -3.69788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322382 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36978804.000000 Penalty: 6291.417969
	Iteration 32Q: 3 clusters Score -3.69788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322382 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36978808.000000 Penalty: 6291.417969
	Iteration 33Q: 3 clusters Score -3.697881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322384 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36978828.000000 Penalty: 6291.417969
	Iteration 34Q: 3 clusters Score -3.697883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322383 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36978844.000000 Penalty: 6291.417969
	Iteration 35Q: 3 clusters Score -3.697884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322383 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36978844.000000 Penalty: 6291.417969
	Iteration 36F: 3 clusters Score -3.697884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Entering Unmasked Estep 
Score: -1874039.875000 Penalty: 2400.244385
	Iteration 0F: 2 clusters Score -1874040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1862562.125000 Penalty: 4800.488770
	Iteration 0F: 3 clusters Score -1862562 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1866370.750000 Penalty: 4800.488770
	Iteration 1F: 3 clusters Score -1866371 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1866883.125000 Penalty: 4800.488770
	Iteration 2F: 3 clusters Score -1866883 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1867381.000000 Penalty: 4800.488770
	Iteration 3F: 3 clusters Score -1867381 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1867877.625000 Penalty: 4800.488770
	Iteration 4F: 3 clusters Score -1867878 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1868435.500000 Penalty: 4800.488770
	Iteration 5F: 3 clusters Score -1868436 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1869083.250000 Penalty: 4800.488770
	Iteration 6F: 3 clusters Score -1869083 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1869734.250000 Penalty: 4800.488770
	Iteration 7F: 3 clusters Score -1869734 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1870281.250000 Penalty: 4800.488770
	Iteration 8Q: 3 clusters Score -1870281 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1870739.125000 Penalty: 4800.488770
	Iteration 9Q: 3 clusters Score -1870739 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1871070.625000 Penalty: 4800.488770
	Iteration 10Q: 3 clusters Score -1871071 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1871307.125000 Penalty: 4800.488770
	Iteration 11Q: 3 clusters Score -1871307 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1871484.500000 Penalty: 4800.488770
	Iteration 12Q: 3 clusters Score -1871484 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1871595.125000 Penalty: 4800.488770
	Iteration 13Q: 3 clusters Score -1871595 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1871683.875000 Penalty: 4800.488770
	Iteration 14Q: 3 clusters Score -1871684 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1871735.875000 Penalty: 4800.488770
	Iteration 15Q: 3 clusters Score -1871736 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1871772.500000 Penalty: 4800.488770
	Iteration 16Q: 3 clusters Score -1871772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1871808.750000 Penalty: 4800.488770
	Iteration 17Q: 3 clusters Score -1871809 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1871844.375000 Penalty: 4800.488770
	Iteration 18Q: 3 clusters Score -1871844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1871864.125000 Penalty: 4800.488770
	Iteration 19Q: 3 clusters Score -1871864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1871883.375000 Penalty: 4800.488770
	Iteration 20F: 3 clusters Score -1871883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1871896.000000 Penalty: 4800.488770
	Iteration 21Q: 3 clusters Score -1871896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1871905.750000 Penalty: 4800.488770
	Iteration 22Q: 3 clusters Score -1871906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1871916.250000 Penalty: 4800.488770
	Iteration 23Q: 3 clusters Score -1871916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1871922.000000 Penalty: 4800.488770
	Iteration 24Q: 3 clusters Score -1871922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1871923.625000 Penalty: 4800.488770
	Iteration 25Q: 3 clusters Score -1871924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1871925.250000 Penalty: 4800.488770
	Iteration 26Q: 3 clusters Score -1871925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1871931.375000 Penalty: 4800.488770
	Iteration 27Q: 3 clusters Score -1871931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1871932.000000 Penalty: 4800.488770
	Iteration 28Q: 3 clusters Score -1871932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1871934.875000 Penalty: 4800.488770
	Iteration 29Q: 3 clusters Score -1871935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1871939.000000 Penalty: 4800.488770
	Iteration 30Q: 3 clusters Score -1871939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1871938.750000 Penalty: 4800.488770
	Iteration 31Q: 3 clusters Score -1871939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1871941.125000 Penalty: 4800.488770
	Iteration 32Q: 3 clusters Score -1871941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1871944.250000 Penalty: 4800.488770
	Iteration 33Q: 3 clusters Score -1871944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1871943.875000 Penalty: 4800.488770
	Iteration 34Q: 3 clusters Score -1871944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1871951.000000 Penalty: 4800.488770
	Iteration 35Q: 3 clusters Score -1871951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1871949.500000 Penalty: 4800.488770
	Iteration 36Q: 3 clusters Score -1871950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1871951.000000 Penalty: 4800.488770
	Iteration 37Q: 3 clusters Score -1871951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1871953.875000 Penalty: 4800.488770
	Iteration 38Q: 3 clusters Score -1871954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1871953.750000 Penalty: 4800.488770
	Iteration 39Q: 3 clusters Score -1871954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1871953.875000 Penalty: 4800.488770
	Iteration 40F: 3 clusters Score -1871954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1871957.625000 Penalty: 4800.488770
	Iteration 41Q: 3 clusters Score -1871958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1871959.750000 Penalty: 4800.488770
	Iteration 42Q: 3 clusters Score -1871960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1871960.375000 Penalty: 4800.488770
	Iteration 43Q: 3 clusters Score -1871960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1871960.375000 Penalty: 4800.488770
	Iteration 44F: 3 clusters Score -1871960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -44531.097656 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -44531.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43079.011719 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -43079.01 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43362.347656 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -43362.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43535.558594 Penalty: 3042.165527
	Iteration 2F: 3 clusters Score -43535.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43796.386719 Penalty: 3042.165527
	Iteration 3F: 3 clusters Score -43796.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43983.195312 Penalty: 3042.165527
	Iteration 4F: 3 clusters Score -43983.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44064.269531 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -44064.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -44154.957031 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -44154.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -44196.265625 Penalty: 3042.165527
	Iteration 7Q: 3 clusters Score -44196.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -44236.875000 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -44236.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -44252.757812 Penalty: 3042.165527
	Iteration 9Q: 3 clusters Score -44252.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -44282.882812 Penalty: 3042.165527
	Iteration 10Q: 3 clusters Score -44282.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -44291.820312 Penalty: 3042.165527
	Iteration 11Q: 3 clusters Score -44291.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -44291.820312 Penalty: 3042.165527
	Iteration 12F: 3 clusters Score -44291.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Entering Unmasked Estep 
Score: -814890.062500 Penalty: 2199.924316
	Iteration 0F: 2 clusters Score -814890.1 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 3548 members 
Entering Unmasked Estep 
Score: -808994.812500 Penalty: 4399.848633
	Iteration 0F: 3 clusters Score -808994.8 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -810545.500000 Penalty: 4399.848633
	Iteration 1F: 3 clusters Score -810545.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -810784.500000 Penalty: 4399.848633
	Iteration 2F: 3 clusters Score -810784.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -810938.500000 Penalty: 4399.848633
	Iteration 3Q: 3 clusters Score -810938.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -811060.687500 Penalty: 4399.848633
	Iteration 4Q: 3 clusters Score -811060.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -811153.812500 Penalty: 4399.848633
	Iteration 5Q: 3 clusters Score -811153.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -811236.937500 Penalty: 4399.848633
	Iteration 6Q: 3 clusters Score -811236.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -811304.625000 Penalty: 4399.848633
	Iteration 7Q: 3 clusters Score -811304.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -811369.562500 Penalty: 4399.848633
	Iteration 8Q: 3 clusters Score -811369.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -811433.437500 Penalty: 4399.848633
	Iteration 9Q: 3 clusters Score -811433.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -811487.437500 Penalty: 4399.848633
	Iteration 10Q: 3 clusters Score -811487.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -811551.625000 Penalty: 4399.848633
	Iteration 11Q: 3 clusters Score -811551.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -811623.125000 Penalty: 4399.848633
	Iteration 12Q: 3 clusters Score -811623.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -811715.062500 Penalty: 4399.848633
	Iteration 13Q: 3 clusters Score -811715.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -811807.312500 Penalty: 4399.848633
	Iteration 14Q: 3 clusters Score -811807.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -811895.937500 Penalty: 4399.848633
	Iteration 15Q: 3 clusters Score -811895.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -811987.250000 Penalty: 4399.848633
	Iteration 16Q: 3 clusters Score -811987.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -812081.500000 Penalty: 4399.848633
	Iteration 17Q: 3 clusters Score -812081.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -812174.312500 Penalty: 4399.848633
	Iteration 18Q: 3 clusters Score -812174.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -812272.750000 Penalty: 4399.848633
	Iteration 19Q: 3 clusters Score -812272.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -812369.812500 Penalty: 4399.848633
	Iteration 20F: 3 clusters Score -812369.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -812457.562500 Penalty: 4399.848633
	Iteration 21Q: 3 clusters Score -812457.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -812531.812500 Penalty: 4399.848633
	Iteration 22Q: 3 clusters Score -812531.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -812594.125000 Penalty: 4399.848633
	Iteration 23Q: 3 clusters Score -812594.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -812672.625000 Penalty: 4399.848633
	Iteration 24Q: 3 clusters Score -812672.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -812719.375000 Penalty: 4399.848633
	Iteration 25Q: 3 clusters Score -812719.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -812757.125000 Penalty: 4399.848633
	Iteration 26Q: 3 clusters Score -812757.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -812783.562500 Penalty: 4399.848633
	Iteration 27Q: 3 clusters Score -812783.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -812809.375000 Penalty: 4399.848633
	Iteration 28Q: 3 clusters Score -812809.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -812838.687500 Penalty: 4399.848633
	Iteration 29Q: 3 clusters Score -812838.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -812867.750000 Penalty: 4399.848633
	Iteration 30Q: 3 clusters Score -812867.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -812895.187500 Penalty: 4399.848633
	Iteration 31Q: 3 clusters Score -812895.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -812927.750000 Penalty: 4399.848633
	Iteration 32Q: 3 clusters Score -812927.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -812955.375000 Penalty: 4399.848633
	Iteration 33Q: 3 clusters Score -812955.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -812972.937500 Penalty: 4399.848633
	Iteration 34Q: 3 clusters Score -812972.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -812986.875000 Penalty: 4399.848633
	Iteration 35Q: 3 clusters Score -812986.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -813006.312500 Penalty: 4399.848633
	Iteration 36Q: 3 clusters Score -813006.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -813020.125000 Penalty: 4399.848633
	Iteration 37Q: 3 clusters Score -813020.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -813037.125000 Penalty: 4399.848633
	Iteration 38Q: 3 clusters Score -813037.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -813051.375000 Penalty: 4399.848633
	Iteration 39Q: 3 clusters Score -813051.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -813062.937500 Penalty: 4399.848633
	Iteration 40F: 3 clusters Score -813062.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -813072.625000 Penalty: 4399.848633
	Iteration 41Q: 3 clusters Score -813072.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -813081.125000 Penalty: 4399.848633
	Iteration 42Q: 3 clusters Score -813081.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -813084.812500 Penalty: 4399.848633
	Iteration 43Q: 3 clusters Score -813084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -813085.750000 Penalty: 4399.848633
	Iteration 44Q: 3 clusters Score -813085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -813087.937500 Penalty: 4399.848633
	Iteration 45Q: 3 clusters Score -813087.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -813088.687500 Penalty: 4399.848633
	Iteration 46Q: 3 clusters Score -813088.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -813089.687500 Penalty: 4399.848633
	Iteration 47Q: 3 clusters Score -813089.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -813091.062500 Penalty: 4399.848633
	Iteration 48Q: 3 clusters Score -813091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -813091.812500 Penalty: 4399.848633
	Iteration 49Q: 3 clusters Score -813091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -813092.562500 Penalty: 4399.848633
	Iteration 50Q: 3 clusters Score -813092.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -813093.437500 Penalty: 4399.848633
	Iteration 51Q: 3 clusters Score -813093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -813095.250000 Penalty: 4399.848633
	Iteration 52Q: 3 clusters Score -813095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -813094.562500 Penalty: 4399.848633
	Iteration 53Q: 3 clusters Score -813094.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -813098.625000 Penalty: 4399.848633
	Iteration 54Q: 3 clusters Score -813098.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -813099.625000 Penalty: 4399.848633
	Iteration 55Q: 3 clusters Score -813099.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -813100.375000 Penalty: 4399.848633
	Iteration 56Q: 3 clusters Score -813100.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -813104.375000 Penalty: 4399.848633
	Iteration 57Q: 3 clusters Score -813104.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -813107.937500 Penalty: 4399.848633
	Iteration 58Q: 3 clusters Score -813107.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -813108.750000 Penalty: 4399.848633
	Iteration 59Q: 3 clusters Score -813108.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -813111.437500 Penalty: 4399.848633
	Iteration 60F: 3 clusters Score -813111.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -813113.312500 Penalty: 4399.848633
	Iteration 61Q: 3 clusters Score -813113.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -813115.562500 Penalty: 4399.848633
	Iteration 62Q: 3 clusters Score -813115.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -813116.312500 Penalty: 4399.848633
	Iteration 63Q: 3 clusters Score -813116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -813116.812500 Penalty: 4399.848633
	Iteration 64Q: 3 clusters Score -813116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -813116.687500 Penalty: 4399.848633
	Iteration 65Q: 3 clusters Score -813116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -813119.875000 Penalty: 4399.848633
	Iteration 66Q: 3 clusters Score -813119.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -813119.875000 Penalty: 4399.848633
	Iteration 67F: 3 clusters Score -813119.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -74154.148438 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -74154.15 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: -72444.968750 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -72444.97 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72768.500000 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -72768.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72933.992188 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -72933.99 nChanged 45
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: -73060.812500 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -73060.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73152.453125 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -73152.45 nChanged 30
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: -73251.320312 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -73251.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73378.609375 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -73378.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73523.421875 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -73523.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73696.468750 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -73696.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73979.945312 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -73979.95 nChanged 38
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: -74487.031250 Penalty: 3283.556396
	Iteration 10F: 3 clusters Score -74487.03 nChanged 22
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: -75501.531250 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -75501.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75596.367188 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -75596.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75658.179688 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -75658.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75684.914062 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -75684.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75704.289062 Penalty: 3283.556396
	Iteration 15Q: 3 clusters Score -75704.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75725.906250 Penalty: 3283.556396
	Iteration 16Q: 3 clusters Score -75725.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75749.835938 Penalty: 3283.556396
	Iteration 17F: 3 clusters Score -75749.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75805.851562 Penalty: 3283.556396
	Iteration 18Q: 3 clusters Score -75805.85 nChanged 1
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: -75829.851562 Penalty: 3283.556396
	Iteration 19Q: 3 clusters Score -75829.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75884.085938 Penalty: 3283.556396
	Iteration 20F: 3 clusters Score -75884.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21735 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41881 members 
Mstep: Class 11 contains 13008 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66301 members 
Mstep: Class 14 contains 31985 members 
Mstep: Class 15 contains 174990 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51723 members 
Mstep: Class 19 contains 30345 members 
Mstep: Class 20 contains 322646 members 
Mstep: Class 21 contains 15969 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 6517 members 
Mstep: Class 26 contains 10418 members 
Mstep: Class 27 contains 321 members 
Entering Unmasked Estep 
Score: -92672256.000000 Penalty: 91179.304688
Splitting cluster 24 changes total score from -92671384.000000 to -92672256.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 25 (6517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Entering Unmasked Estep 
Score: -762033.187500 Penalty: 2177.978027
	Iteration 0F: 2 clusters Score -762033.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -756581.437500 Penalty: 4355.956055
	Iteration 0F: 3 clusters Score -756581.4 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -757934.437500 Penalty: 4355.956055
	Iteration 1F: 3 clusters Score -757934.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -758183.375000 Penalty: 4355.956055
	Iteration 2F: 3 clusters Score -758183.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -758366.562500 Penalty: 4355.956055
	Iteration 3F: 3 clusters Score -758366.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -758501.750000 Penalty: 4355.956055
	Iteration 4Q: 3 clusters Score -758501.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -758633.562500 Penalty: 4355.956055
	Iteration 5Q: 3 clusters Score -758633.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -758740.500000 Penalty: 4355.956055
	Iteration 6Q: 3 clusters Score -758740.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -758852.562500 Penalty: 4355.956055
	Iteration 7Q: 3 clusters Score -758852.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -759003.625000 Penalty: 4355.956055
	Iteration 8Q: 3 clusters Score -759003.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -759159.000000 Penalty: 4355.956055
	Iteration 9Q: 3 clusters Score -759159 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -759330.750000 Penalty: 4355.956055
	Iteration 10Q: 3 clusters Score -759330.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -759486.312500 Penalty: 4355.956055
	Iteration 11Q: 3 clusters Score -759486.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -759632.125000 Penalty: 4355.956055
	Iteration 12Q: 3 clusters Score -759632.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -759754.562500 Penalty: 4355.956055
	Iteration 13Q: 3 clusters Score -759754.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -759858.875000 Penalty: 4355.956055
	Iteration 14Q: 3 clusters Score -759858.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -759937.375000 Penalty: 4355.956055
	Iteration 15Q: 3 clusters Score -759937.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -760005.625000 Penalty: 4355.956055
	Iteration 16Q: 3 clusters Score -760005.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -760047.312500 Penalty: 4355.956055
	Iteration 17Q: 3 clusters Score -760047.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -760070.937500 Penalty: 4355.956055
	Iteration 18Q: 3 clusters Score -760070.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -760094.375000 Penalty: 4355.956055
	Iteration 19Q: 3 clusters Score -760094.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -760116.312500 Penalty: 4355.956055
	Iteration 20F: 3 clusters Score -760116.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -760127.562500 Penalty: 4355.956055
	Iteration 21Q: 3 clusters Score -760127.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -760137.312500 Penalty: 4355.956055
	Iteration 22Q: 3 clusters Score -760137.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -760146.437500 Penalty: 4355.956055
	Iteration 23Q: 3 clusters Score -760146.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -760150.625000 Penalty: 4355.956055
	Iteration 24Q: 3 clusters Score -760150.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -760154.875000 Penalty: 4355.956055
	Iteration 25Q: 3 clusters Score -760154.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -760157.500000 Penalty: 4355.956055
	Iteration 26Q: 3 clusters Score -760157.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -760158.000000 Penalty: 4355.956055
	Iteration 27Q: 3 clusters Score -760158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -760160.812500 Penalty: 4355.956055
	Iteration 28Q: 3 clusters Score -760160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -760164.187500 Penalty: 4355.956055
	Iteration 29Q: 3 clusters Score -760164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -760165.125000 Penalty: 4355.956055
	Iteration 30Q: 3 clusters Score -760165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -760168.250000 Penalty: 4355.956055
	Iteration 31Q: 3 clusters Score -760168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -760172.562500 Penalty: 4355.956055
	Iteration 32Q: 3 clusters Score -760172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -760174.750000 Penalty: 4355.956055
	Iteration 33Q: 3 clusters Score -760174.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -760178.812500 Penalty: 4355.956055
	Iteration 34Q: 3 clusters Score -760178.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -760186.125000 Penalty: 4355.956055
	Iteration 35Q: 3 clusters Score -760186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -760190.625000 Penalty: 4355.956055
	Iteration 36Q: 3 clusters Score -760190.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -760194.250000 Penalty: 4355.956055
	Iteration 37Q: 3 clusters Score -760194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -760198.000000 Penalty: 4355.956055
	Iteration 38Q: 3 clusters Score -760198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -760200.000000 Penalty: 4355.956055
	Iteration 39Q: 3 clusters Score -760200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -760204.062500 Penalty: 4355.956055
	Iteration 40F: 3 clusters Score -760204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -760207.750000 Penalty: 4355.956055
	Iteration 41Q: 3 clusters Score -760207.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -760213.125000 Penalty: 4355.956055
	Iteration 42Q: 3 clusters Score -760213.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -760216.812500 Penalty: 4355.956055
	Iteration 43Q: 3 clusters Score -760216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -760224.312500 Penalty: 4355.956055
	Iteration 44Q: 3 clusters Score -760224.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -760224.875000 Penalty: 4355.956055
	Iteration 45Q: 3 clusters Score -760224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -760226.687500 Penalty: 4355.956055
	Iteration 46Q: 3 clusters Score -760226.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -760229.187500 Penalty: 4355.956055
	Iteration 47Q: 3 clusters Score -760229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -760230.312500 Penalty: 4355.956055
	Iteration 48Q: 3 clusters Score -760230.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -760230.312500 Penalty: 4355.956055
	Iteration 49F: 3 clusters Score -760230.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 21735 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 41881 members 
Mstep: Class 11 contains 13008 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 66301 members 
Mstep: Class 14 contains 31985 members 
Mstep: Class 15 contains 174990 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51723 members 
Mstep: Class 19 contains 30345 members 
Mstep: Class 20 contains 322646 members 
Mstep: Class 21 contains 15969 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 6517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673608.000000 Penalty: 91179.304688
Iteration 159Q: 28 clusters Score -9.267361e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 1222 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5933 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 21748 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 41879 members 
Mstep: Class 11 contains 13047 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 66340 members 
Mstep: Class 14 contains 32112 members 
Mstep: Class 15 contains 173410 members 
Mstep: Class 16 contains 4159 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 51936 members 
Mstep: Class 19 contains 30369 members 
Mstep: Class 20 contains 324006 members 
Mstep: Class 21 contains 16004 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7125 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 6549 members 
Mstep: Class 26 contains 10063 members 
Mstep: Class 27 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673824.000000 Penalty: 91179.304688
Iteration 160F: 28 clusters Score -9.267382e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 21756 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 41934 members 
Mstep: Class 11 contains 13040 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 66409 members 
Mstep: Class 14 contains 32195 members 
Mstep: Class 15 contains 172261 members 
Mstep: Class 16 contains 4161 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 52113 members 
Mstep: Class 19 contains 30425 members 
Mstep: Class 20 contains 323692 members 
Mstep: Class 21 contains 16030 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7111 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 11180 members 
Mstep: Class 27 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92675720.000000 Penalty: 91179.304688
Iteration 161Q: 28 clusters Score -9.267572e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 5917 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 8 contains 21775 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 41944 members 
Mstep: Class 11 contains 13043 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 66438 members 
Mstep: Class 14 contains 32307 members 
Mstep: Class 15 contains 171226 members 
Mstep: Class 16 contains 4167 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 52304 members 
Mstep: Class 19 contains 30495 members 
Mstep: Class 20 contains 323561 members 
Mstep: Class 21 contains 16036 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7102 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 6592 members 
Mstep: Class 26 contains 11948 members 
Mstep: Class 27 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92676856.000000 Penalty: 91179.304688
Iteration 162Q: 28 clusters Score -9.267686e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 5919 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 945 members 
Mstep: Class 8 contains 21792 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 41937 members 
Mstep: Class 11 contains 13044 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 66462 members 
Mstep: Class 14 contains 32393 members 
Mstep: Class 15 contains 170181 members 
Mstep: Class 16 contains 4169 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 52527 members 
Mstep: Class 19 contains 30563 members 
Mstep: Class 20 contains 323533 members 
Mstep: Class 21 contains 16060 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7087 members 
Mstep: Class 24 contains 467 members 
Mstep: Class 25 contains 6606 members 
Mstep: Class 26 contains 12606 members 
Mstep: Class 27 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92677560.000000 Penalty: 91179.304688
Iteration 163Q: 28 clusters Score -9.267756e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 5917 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 21806 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 41923 members 
Mstep: Class 11 contains 13041 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 66473 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 169163 members 
Mstep: Class 16 contains 4171 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 52756 members 
Mstep: Class 19 contains 30618 members 
Mstep: Class 20 contains 323673 members 
Mstep: Class 21 contains 16079 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 6618 members 
Mstep: Class 26 contains 13114 members 
Mstep: Class 27 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678168.000000 Penalty: 91179.304688
Iteration 164Q: 28 clusters Score -9.267817e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 5905 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 938 members 
Mstep: Class 8 contains 21830 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 41890 members 
Mstep: Class 11 contains 13037 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 66495 members 
Mstep: Class 14 contains 32549 members 
Mstep: Class 15 contains 168267 members 
Mstep: Class 16 contains 4171 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 52965 members 
Mstep: Class 19 contains 30660 members 
Mstep: Class 20 contains 323808 members 
Mstep: Class 21 contains 16080 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 7056 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 6624 members 
Mstep: Class 26 contains 13546 members 
Mstep: Class 27 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678528.000000 Penalty: 91179.304688
Iteration 165Q: 28 clusters Score -9.267853e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 21862 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 41847 members 
Mstep: Class 11 contains 13036 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 66509 members 
Mstep: Class 14 contains 32642 members 
Mstep: Class 15 contains 167444 members 
Mstep: Class 16 contains 4174 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 53151 members 
Mstep: Class 19 contains 30723 members 
Mstep: Class 20 contains 323909 members 
Mstep: Class 21 contains 16097 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 7047 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 6625 members 
Mstep: Class 26 contains 13930 members 
Mstep: Class 27 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678344.000000 Penalty: 91179.304688
Iteration 166Q: 28 clusters Score -9.267834e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1012 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 21885 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 41818 members 
Mstep: Class 11 contains 13032 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 66527 members 
Mstep: Class 14 contains 32731 members 
Mstep: Class 15 contains 166689 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 53333 members 
Mstep: Class 19 contains 30774 members 
Mstep: Class 20 contains 324028 members 
Mstep: Class 21 contains 16101 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 6632 members 
Mstep: Class 26 contains 14244 members 
Mstep: Class 27 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678520.000000 Penalty: 91179.304688
Iteration 167Q: 28 clusters Score -9.267852e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4306 members 
Mstep: Class 3 contains 1009 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 21905 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 41806 members 
Mstep: Class 11 contains 13033 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 66550 members 
Mstep: Class 14 contains 32807 members 
Mstep: Class 15 contains 165972 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 53514 members 
Mstep: Class 19 contains 30820 members 
Mstep: Class 20 contains 324162 members 
Mstep: Class 21 contains 16111 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 500 members 
Mstep: Class 25 contains 6636 members 
Mstep: Class 26 contains 14493 members 
Mstep: Class 27 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678648.000000 Penalty: 91179.304688
Iteration 168Q: 28 clusters Score -9.267865e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4306 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 273 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 21929 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41797 members 
Mstep: Class 11 contains 13037 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 66570 members 
Mstep: Class 14 contains 32896 members 
Mstep: Class 15 contains 165321 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 53690 members 
Mstep: Class 19 contains 30867 members 
Mstep: Class 20 contains 324276 members 
Mstep: Class 21 contains 16123 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 7030 members 
Mstep: Class 24 contains 504 members 
Mstep: Class 25 contains 6634 members 
Mstep: Class 26 contains 14689 members 
Mstep: Class 27 contains 331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678712.000000 Penalty: 91179.304688
Iteration 169Q: 28 clusters Score -9.267871e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4306 members 
Mstep: Class 3 contains 1012 members 
Mstep: Class 4 contains 272 members 
Mstep: Class 5 contains 5851 members 
Mstep: Class 6 contains 2807 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 21944 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 41775 members 
Mstep: Class 11 contains 13037 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 66601 members 
Mstep: Class 14 contains 32971 members 
Mstep: Class 15 contains 164745 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 53828 members 
Mstep: Class 19 contains 30919 members 
Mstep: Class 20 contains 324397 members 
Mstep: Class 21 contains 16137 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 7024 members 
Mstep: Class 24 contains 505 members 
Mstep: Class 25 contains 6636 members 
Mstep: Class 26 contains 14849 members 
Mstep: Class 27 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678560.000000 Penalty: 91179.304688
Iteration 170Q: 28 clusters Score -9.267856e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 269 members 
Mstep: Class 5 contains 5840 members 
Mstep: Class 6 contains 2809 members 
Mstep: Class 7 contains 932 members 
Mstep: Class 8 contains 21966 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 41750 members 
Mstep: Class 11 contains 13036 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 66628 members 
Mstep: Class 14 contains 33038 members 
Mstep: Class 15 contains 164187 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 53979 members 
Mstep: Class 19 contains 30969 members 
Mstep: Class 20 contains 324510 members 
Mstep: Class 21 contains 16157 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 6635 members 
Mstep: Class 26 contains 15001 members 
Mstep: Class 27 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678608.000000 Penalty: 91179.304688
Iteration 171Q: 28 clusters Score -9.267861e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 265 members 
Mstep: Class 5 contains 5830 members 
Mstep: Class 6 contains 2813 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 21979 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 41721 members 
Mstep: Class 11 contains 13039 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 66647 members 
Mstep: Class 14 contains 33101 members 
Mstep: Class 15 contains 163678 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 54124 members 
Mstep: Class 19 contains 31025 members 
Mstep: Class 20 contains 324618 members 
Mstep: Class 21 contains 16173 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 7001 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 6637 members 
Mstep: Class 26 contains 15134 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678680.000000 Penalty: 91179.304688
Iteration 172Q: 28 clusters Score -9.267868e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 4 contains 260 members 
Mstep: Class 5 contains 5825 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 22002 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 41689 members 
Mstep: Class 11 contains 13045 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 66654 members 
Mstep: Class 14 contains 33154 members 
Mstep: Class 15 contains 163205 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 54272 members 
Mstep: Class 19 contains 31087 members 
Mstep: Class 20 contains 324712 members 
Mstep: Class 21 contains 16188 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6982 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 6642 members 
Mstep: Class 26 contains 15247 members 
Mstep: Class 27 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678576.000000 Penalty: 91179.304688
Iteration 173Q: 28 clusters Score -9.267858e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1025 members 
Mstep: Class 4 contains 258 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 8 contains 22021 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 41669 members 
Mstep: Class 11 contains 13050 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 66667 members 
Mstep: Class 14 contains 33205 members 
Mstep: Class 15 contains 162791 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 54402 members 
Mstep: Class 19 contains 31141 members 
Mstep: Class 20 contains 324780 members 
Mstep: Class 21 contains 16197 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6969 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 6648 members 
Mstep: Class 26 contains 15351 members 
Mstep: Class 27 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678680.000000 Penalty: 91179.304688
Iteration 174Q: 28 clusters Score -9.267868e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 257 members 
Mstep: Class 5 contains 5814 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 8 contains 22030 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 41652 members 
Mstep: Class 11 contains 13051 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 66688 members 
Mstep: Class 14 contains 33258 members 
Mstep: Class 15 contains 162426 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 54521 members 
Mstep: Class 19 contains 31178 members 
Mstep: Class 20 contains 324828 members 
Mstep: Class 21 contains 16210 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6963 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 6649 members 
Mstep: Class 26 contains 15441 members 
Mstep: Class 27 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678680.000000 Penalty: 91179.304688
Iteration 175Q: 28 clusters Score -9.267868e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1026 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 5814 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 8 contains 22045 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 41638 members 
Mstep: Class 11 contains 13053 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 66708 members 
Mstep: Class 14 contains 33303 members 
Mstep: Class 15 contains 162094 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 54622 members 
Mstep: Class 19 contains 31208 members 
Mstep: Class 20 contains 324865 members 
Mstep: Class 21 contains 16234 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6958 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 6650 members 
Mstep: Class 26 contains 15514 members 
Mstep: Class 27 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678792.000000 Penalty: 91179.304688
Iteration 176Q: 28 clusters Score -9.267879e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 5809 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 8 contains 22051 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 41626 members 
Mstep: Class 11 contains 13055 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 66728 members 
Mstep: Class 14 contains 33327 members 
Mstep: Class 15 contains 161809 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 54721 members 
Mstep: Class 19 contains 31243 members 
Mstep: Class 20 contains 324900 members 
Mstep: Class 21 contains 16248 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6956 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 6653 members 
Mstep: Class 26 contains 15576 members 
Mstep: Class 27 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678840.000000 Penalty: 91179.304688
Iteration 177Q: 28 clusters Score -9.267884e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 8 contains 22063 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 13059 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 66741 members 
Mstep: Class 14 contains 33341 members 
Mstep: Class 15 contains 161565 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 54827 members 
Mstep: Class 19 contains 31270 members 
Mstep: Class 20 contains 324908 members 
Mstep: Class 21 contains 16260 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6955 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 6656 members 
Mstep: Class 26 contains 15635 members 
Mstep: Class 27 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678928.000000 Penalty: 91179.304688
Iteration 178Q: 28 clusters Score -9.267893e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 251 members 
Mstep: Class 5 contains 5804 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 8 contains 22073 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 13061 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 66758 members 
Mstep: Class 14 contains 33381 members 
Mstep: Class 15 contains 161362 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 54911 members 
Mstep: Class 19 contains 31296 members 
Mstep: Class 20 contains 324891 members 
Mstep: Class 21 contains 16270 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6940 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 6659 members 
Mstep: Class 26 contains 15685 members 
Mstep: Class 27 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92679000.000000 Penalty: 91179.304688
Iteration 179Q: 28 clusters Score -9.2679e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 252 members 
Mstep: Class 5 contains 5801 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 8 contains 22078 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41614 members 
Mstep: Class 11 contains 13062 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 66770 members 
Mstep: Class 14 contains 33432 members 
Mstep: Class 15 contains 161136 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 54992 members 
Mstep: Class 19 contains 31328 members 
Mstep: Class 20 contains 324882 members 
Mstep: Class 21 contains 16281 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 6666 members 
Mstep: Class 26 contains 15742 members 
Mstep: Class 27 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92679024.000000 Penalty: 91179.304688
Iteration 180F: 28 clusters Score -9.267902e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5798 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 919 members 
Mstep: Class 8 contains 22082 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41612 members 
Mstep: Class 11 contains 13064 members 
Mstep: Class 12 contains 347 members 
Mstep: Class 13 contains 66777 members 
Mstep: Class 14 contains 33473 members 
Mstep: Class 15 contains 160911 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 55074 members 
Mstep: Class 19 contains 31355 members 
Mstep: Class 20 contains 324880 members 
Mstep: Class 21 contains 16298 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6917 members 
Mstep: Class 24 contains 513 members 
Mstep: Class 25 contains 6669 members 
Mstep: Class 26 contains 15798 members 
Mstep: Class 27 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92679040.000000 Penalty: 91179.304688
Iteration 181Q: 28 clusters Score -9.267904e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5791 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 22091 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41605 members 
Mstep: Class 11 contains 13064 members 
Mstep: Class 12 contains 345 members 
Mstep: Class 13 contains 66785 members 
Mstep: Class 14 contains 33510 members 
Mstep: Class 15 contains 160676 members 
Mstep: Class 16 contains 4186 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 55154 members 
Mstep: Class 19 contains 31391 members 
Mstep: Class 20 contains 324887 members 
Mstep: Class 21 contains 16315 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6907 members 
Mstep: Class 24 contains 518 members 
Mstep: Class 25 contains 6672 members 
Mstep: Class 26 contains 15857 members 
Mstep: Class 27 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92679296.000000 Penalty: 91179.304688
Iteration 182Q: 28 clusters Score -9.26793e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5788 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 903 members 
Mstep: Class 8 contains 22106 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41600 members 
Mstep: Class 11 contains 13065 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 66795 members 
Mstep: Class 14 contains 33553 members 
Mstep: Class 15 contains 160446 members 
Mstep: Class 16 contains 4188 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55237 members 
Mstep: Class 19 contains 31420 members 
Mstep: Class 20 contains 324881 members 
Mstep: Class 21 contains 16334 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6901 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 6673 members 
Mstep: Class 26 contains 15906 members 
Mstep: Class 27 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680104.000000 Penalty: 91179.304688
Iteration 183Q: 28 clusters Score -9.26801e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5783 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 22119 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41594 members 
Mstep: Class 11 contains 13072 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66806 members 
Mstep: Class 14 contains 33592 members 
Mstep: Class 15 contains 160261 members 
Mstep: Class 16 contains 4191 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55322 members 
Mstep: Class 19 contains 31444 members 
Mstep: Class 20 contains 324843 members 
Mstep: Class 21 contains 16345 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6899 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6675 members 
Mstep: Class 26 contains 15947 members 
Mstep: Class 27 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680048.000000 Penalty: 91179.304688
Iteration 184Q: 28 clusters Score -9.268005e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22127 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41585 members 
Mstep: Class 11 contains 13073 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66820 members 
Mstep: Class 14 contains 33627 members 
Mstep: Class 15 contains 160077 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55413 members 
Mstep: Class 19 contains 31463 members 
Mstep: Class 20 contains 324825 members 
Mstep: Class 21 contains 16352 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6898 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6678 members 
Mstep: Class 26 contains 15980 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680272.000000 Penalty: 91179.304688
Iteration 185Q: 28 clusters Score -9.268027e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22133 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41577 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66829 members 
Mstep: Class 14 contains 33656 members 
Mstep: Class 15 contains 159894 members 
Mstep: Class 16 contains 4196 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55506 members 
Mstep: Class 19 contains 31473 members 
Mstep: Class 20 contains 324841 members 
Mstep: Class 21 contains 16357 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6892 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6684 members 
Mstep: Class 26 contains 16005 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680136.000000 Penalty: 91179.304688
Iteration 186Q: 28 clusters Score -9.268014e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22136 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41564 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66832 members 
Mstep: Class 14 contains 33682 members 
Mstep: Class 15 contains 159757 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55580 members 
Mstep: Class 19 contains 31487 members 
Mstep: Class 20 contains 324843 members 
Mstep: Class 21 contains 16363 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6886 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6688 members 
Mstep: Class 26 contains 16028 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680192.000000 Penalty: 91179.304688
Iteration 187Q: 28 clusters Score -9.268019e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5774 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22139 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41552 members 
Mstep: Class 11 contains 13069 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66834 members 
Mstep: Class 14 contains 33711 members 
Mstep: Class 15 contains 159629 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55639 members 
Mstep: Class 19 contains 31502 members 
Mstep: Class 20 contains 324857 members 
Mstep: Class 21 contains 16375 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6876 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6692 members 
Mstep: Class 26 contains 16046 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680216.000000 Penalty: 91179.304688
Iteration 188Q: 28 clusters Score -9.268022e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5767 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22145 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41542 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66833 members 
Mstep: Class 14 contains 33733 members 
Mstep: Class 15 contains 159531 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55686 members 
Mstep: Class 19 contains 31522 members 
Mstep: Class 20 contains 324852 members 
Mstep: Class 21 contains 16383 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6876 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6695 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680392.000000 Penalty: 91179.304688
Iteration 189Q: 28 clusters Score -9.268039e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5765 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22147 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41538 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66828 members 
Mstep: Class 14 contains 33766 members 
Mstep: Class 15 contains 159427 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55728 members 
Mstep: Class 19 contains 31540 members 
Mstep: Class 20 contains 324845 members 
Mstep: Class 21 contains 16389 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6877 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6698 members 
Mstep: Class 26 contains 16078 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680432.000000 Penalty: 91179.304688
Iteration 190Q: 28 clusters Score -9.268043e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5762 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22149 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41537 members 
Mstep: Class 11 contains 13072 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66827 members 
Mstep: Class 14 contains 33793 members 
Mstep: Class 15 contains 159330 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55758 members 
Mstep: Class 19 contains 31553 members 
Mstep: Class 20 contains 324843 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6878 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 16088 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680576.000000 Penalty: 91179.304688
Iteration 191Q: 28 clusters Score -9.268058e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22150 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41534 members 
Mstep: Class 11 contains 13072 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66829 members 
Mstep: Class 14 contains 33813 members 
Mstep: Class 15 contains 159242 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55788 members 
Mstep: Class 19 contains 31560 members 
Mstep: Class 20 contains 324849 members 
Mstep: Class 21 contains 16418 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6874 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 16103 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680512.000000 Penalty: 91179.304688
Iteration 192Q: 28 clusters Score -9.268051e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22149 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41528 members 
Mstep: Class 11 contains 13071 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66831 members 
Mstep: Class 14 contains 33829 members 
Mstep: Class 15 contains 159175 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55822 members 
Mstep: Class 19 contains 31568 members 
Mstep: Class 20 contains 324859 members 
Mstep: Class 21 contains 16423 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6868 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 16109 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680464.000000 Penalty: 91179.304688
Iteration 193Q: 28 clusters Score -9.268046e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22148 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41523 members 
Mstep: Class 11 contains 13072 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66828 members 
Mstep: Class 14 contains 33843 members 
Mstep: Class 15 contains 159117 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55858 members 
Mstep: Class 19 contains 31577 members 
Mstep: Class 20 contains 324857 members 
Mstep: Class 21 contains 16433 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6863 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 16118 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680552.000000 Penalty: 91179.304688
Iteration 194Q: 28 clusters Score -9.268055e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22146 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41519 members 
Mstep: Class 11 contains 13071 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66825 members 
Mstep: Class 14 contains 33859 members 
Mstep: Class 15 contains 159069 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55895 members 
Mstep: Class 19 contains 31582 members 
Mstep: Class 20 contains 324847 members 
Mstep: Class 21 contains 16444 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6858 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 16124 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680608.000000 Penalty: 91179.304688
Iteration 195Q: 28 clusters Score -9.268061e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22146 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41509 members 
Mstep: Class 11 contains 13072 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66824 members 
Mstep: Class 14 contains 33873 members 
Mstep: Class 15 contains 159010 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55932 members 
Mstep: Class 19 contains 31589 members 
Mstep: Class 20 contains 324847 members 
Mstep: Class 21 contains 16453 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6852 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 16131 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680576.000000 Penalty: 91179.304688
Iteration 196Q: 28 clusters Score -9.268058e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22146 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41497 members 
Mstep: Class 11 contains 13073 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66828 members 
Mstep: Class 14 contains 33885 members 
Mstep: Class 15 contains 158964 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55955 members 
Mstep: Class 19 contains 31591 members 
Mstep: Class 20 contains 324858 members 
Mstep: Class 21 contains 16461 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6849 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 16131 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680568.000000 Penalty: 91179.304688
Iteration 197Q: 28 clusters Score -9.268057e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22146 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41490 members 
Mstep: Class 11 contains 13072 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66828 members 
Mstep: Class 14 contains 33900 members 
Mstep: Class 15 contains 158924 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 55986 members 
Mstep: Class 19 contains 31597 members 
Mstep: Class 20 contains 324847 members 
Mstep: Class 21 contains 16466 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6847 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 16135 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680680.000000 Penalty: 91179.304688
Iteration 198Q: 28 clusters Score -9.268068e+07 nChanged 139
Entering ConstructFrom: 
Score: -92680680.000000 Penalty: 91179.304688
Entering ConstructFrom: 
Trying to split cluster 1 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -44928.593750 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -44928.59 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 206 members 
Entering Unmasked Estep 
Score: -43514.964844 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -43514.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43630.121094 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -43630.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43675.019531 Penalty: 3007.637451
	Iteration 2Q: 3 clusters Score -43675.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43702.519531 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -43702.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43715.199219 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -43715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43718.941406 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -43718.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43718.941406 Penalty: 3007.637451
	Iteration 6F: 3 clusters Score -43718.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Entering Unmasked Estep 
Score: -492576.250000 Penalty: 2074.917480
	Iteration 0F: 2 clusters Score -492576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -488497.156250 Penalty: 4149.834961
	Iteration 0F: 3 clusters Score -488497.2 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -489441.500000 Penalty: 4149.834961
	Iteration 1F: 3 clusters Score -489441.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -489745.000000 Penalty: 4149.834961
	Iteration 2F: 3 clusters Score -489745 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -490035.500000 Penalty: 4149.834961
	Iteration 3F: 3 clusters Score -490035.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -490438.062500 Penalty: 4149.834961
	Iteration 4F: 3 clusters Score -490438.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -491021.781250 Penalty: 4149.834961
	Iteration 5F: 3 clusters Score -491021.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -491778.968750 Penalty: 4149.834961
	Iteration 6F: 3 clusters Score -491779 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -492635.562500 Penalty: 4149.834961
	Iteration 7F: 3 clusters Score -492635.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -493131.343750 Penalty: 4149.834961
	Iteration 8F: 3 clusters Score -493131.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -493340.218750 Penalty: 4149.834961
	Iteration 9Q: 3 clusters Score -493340.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -493388.781250 Penalty: 4149.834961
	Iteration 10Q: 3 clusters Score -493388.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -493408.687500 Penalty: 4149.834961
	Iteration 11Q: 3 clusters Score -493408.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -493415.093750 Penalty: 4149.834961
	Iteration 12Q: 3 clusters Score -493415.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -493415.312500 Penalty: 4149.834961
	Iteration 13Q: 3 clusters Score -493415.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -493416.000000 Penalty: 4149.834961
	Iteration 14Q: 3 clusters Score -493416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -493416.000000 Penalty: 4149.834961
	Iteration 15F: 3 clusters Score -493416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1923 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22149 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41484 members 
Mstep: Class 11 contains 13072 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66828 members 
Mstep: Class 14 contains 33909 members 
Mstep: Class 15 contains 158876 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56020 members 
Mstep: Class 19 contains 31601 members 
Mstep: Class 20 contains 324844 members 
Mstep: Class 21 contains 16470 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6845 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 16139 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 2378 members 
Entering Unmasked Estep 
Score: -92680240.000000 Penalty: 94556.320312
Splitting cluster 2 changes total score from -92680680.000000 to -92680240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -112017.937500 Penalty: 1717.791138
	Iteration 0F: 2 clusters Score -112017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -110068.656250 Penalty: 3435.582275
	Iteration 0F: 3 clusters Score -110068.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110340.000000 Penalty: 3435.582275
	Iteration 1F: 3 clusters Score -110340 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -110420.265625 Penalty: 3435.582275
	Iteration 2F: 3 clusters Score -110420.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -110451.640625 Penalty: 3435.582275
	Iteration 3Q: 3 clusters Score -110451.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -110471.546875 Penalty: 3435.582275
	Iteration 4Q: 3 clusters Score -110471.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -110485.062500 Penalty: 3435.582275
	Iteration 5Q: 3 clusters Score -110485.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -110497.601562 Penalty: 3435.582275
	Iteration 6Q: 3 clusters Score -110497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -110507.453125 Penalty: 3435.582275
	Iteration 7Q: 3 clusters Score -110507.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -110514.375000 Penalty: 3435.582275
	Iteration 8Q: 3 clusters Score -110514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -110516.257812 Penalty: 3435.582275
	Iteration 9Q: 3 clusters Score -110516.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -110517.187500 Penalty: 3435.582275
	Iteration 10Q: 3 clusters Score -110517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -110519.367188 Penalty: 3435.582275
	Iteration 11Q: 3 clusters Score -110519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -110519.367188 Penalty: 3435.582275
	Iteration 12F: 3 clusters Score -110519.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -25938.025391 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -25938.03 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 128 members 
Entering Unmasked Estep 
Score: -24716.386719 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -24716.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24782.658203 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -24782.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24812.259766 Penalty: 2746.517822
	Iteration 2Q: 3 clusters Score -24812.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24816.398438 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -24816.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24816.398438 Penalty: 2746.517822
	Iteration 4F: 3 clusters Score -24816.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Entering Unmasked Estep 
Score: -654313.312500 Penalty: 2147.226562
	Iteration 0F: 2 clusters Score -654313.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -649257.437500 Penalty: 4294.453125
	Iteration 0F: 3 clusters Score -649257.4 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -650545.000000 Penalty: 4294.453125
	Iteration 1F: 3 clusters Score -650545 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -650732.937500 Penalty: 4294.453125
	Iteration 2F: 3 clusters Score -650732.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -650842.687500 Penalty: 4294.453125
	Iteration 3Q: 3 clusters Score -650842.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -650917.312500 Penalty: 4294.453125
	Iteration 4Q: 3 clusters Score -650917.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -650980.125000 Penalty: 4294.453125
	Iteration 5Q: 3 clusters Score -650980.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -651022.312500 Penalty: 4294.453125
	Iteration 6Q: 3 clusters Score -651022.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -651053.375000 Penalty: 4294.453125
	Iteration 7Q: 3 clusters Score -651053.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -651077.875000 Penalty: 4294.453125
	Iteration 8Q: 3 clusters Score -651077.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -651104.375000 Penalty: 4294.453125
	Iteration 9Q: 3 clusters Score -651104.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -651128.437500 Penalty: 4294.453125
	Iteration 10Q: 3 clusters Score -651128.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -651153.187500 Penalty: 4294.453125
	Iteration 11Q: 3 clusters Score -651153.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -651172.500000 Penalty: 4294.453125
	Iteration 12Q: 3 clusters Score -651172.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -651195.812500 Penalty: 4294.453125
	Iteration 13Q: 3 clusters Score -651195.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -651214.812500 Penalty: 4294.453125
	Iteration 14Q: 3 clusters Score -651214.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -651233.812500 Penalty: 4294.453125
	Iteration 15Q: 3 clusters Score -651233.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -651249.125000 Penalty: 4294.453125
	Iteration 16Q: 3 clusters Score -651249.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -651264.687500 Penalty: 4294.453125
	Iteration 17Q: 3 clusters Score -651264.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -651278.187500 Penalty: 4294.453125
	Iteration 18Q: 3 clusters Score -651278.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -651295.937500 Penalty: 4294.453125
	Iteration 19Q: 3 clusters Score -651295.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -651313.187500 Penalty: 4294.453125
	Iteration 20F: 3 clusters Score -651313.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -651331.375000 Penalty: 4294.453125
	Iteration 21Q: 3 clusters Score -651331.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -651349.687500 Penalty: 4294.453125
	Iteration 22Q: 3 clusters Score -651349.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -651366.562500 Penalty: 4294.453125
	Iteration 23Q: 3 clusters Score -651366.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -651388.312500 Penalty: 4294.453125
	Iteration 24Q: 3 clusters Score -651388.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -651405.062500 Penalty: 4294.453125
	Iteration 25Q: 3 clusters Score -651405.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -651426.125000 Penalty: 4294.453125
	Iteration 26Q: 3 clusters Score -651426.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -651447.750000 Penalty: 4294.453125
	Iteration 27Q: 3 clusters Score -651447.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -651476.000000 Penalty: 4294.453125
	Iteration 28Q: 3 clusters Score -651476 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -651507.500000 Penalty: 4294.453125
	Iteration 29Q: 3 clusters Score -651507.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -651547.000000 Penalty: 4294.453125
	Iteration 30Q: 3 clusters Score -651547 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -651591.687500 Penalty: 4294.453125
	Iteration 31Q: 3 clusters Score -651591.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -651633.312500 Penalty: 4294.453125
	Iteration 32Q: 3 clusters Score -651633.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -651681.812500 Penalty: 4294.453125
	Iteration 33Q: 3 clusters Score -651681.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -651743.312500 Penalty: 4294.453125
	Iteration 34Q: 3 clusters Score -651743.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -651809.375000 Penalty: 4294.453125
	Iteration 35Q: 3 clusters Score -651809.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -651869.375000 Penalty: 4294.453125
	Iteration 36Q: 3 clusters Score -651869.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -651919.562500 Penalty: 4294.453125
	Iteration 37Q: 3 clusters Score -651919.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -651962.125000 Penalty: 4294.453125
	Iteration 38Q: 3 clusters Score -651962.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -652004.500000 Penalty: 4294.453125
	Iteration 39Q: 3 clusters Score -652004.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -652056.500000 Penalty: 4294.453125
	Iteration 40F: 3 clusters Score -652056.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -652104.187500 Penalty: 4294.453125
	Iteration 41Q: 3 clusters Score -652104.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -652132.687500 Penalty: 4294.453125
	Iteration 42Q: 3 clusters Score -652132.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -652169.812500 Penalty: 4294.453125
	Iteration 43Q: 3 clusters Score -652169.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -652206.500000 Penalty: 4294.453125
	Iteration 44Q: 3 clusters Score -652206.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -652230.125000 Penalty: 4294.453125
	Iteration 45Q: 3 clusters Score -652230.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -652252.750000 Penalty: 4294.453125
	Iteration 46Q: 3 clusters Score -652252.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -652275.125000 Penalty: 4294.453125
	Iteration 47Q: 3 clusters Score -652275.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -652294.000000 Penalty: 4294.453125
	Iteration 48Q: 3 clusters Score -652294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -652313.187500 Penalty: 4294.453125
	Iteration 49Q: 3 clusters Score -652313.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -652326.625000 Penalty: 4294.453125
	Iteration 50Q: 3 clusters Score -652326.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -652342.250000 Penalty: 4294.453125
	Iteration 51Q: 3 clusters Score -652342.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -652352.312500 Penalty: 4294.453125
	Iteration 52Q: 3 clusters Score -652352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -652360.062500 Penalty: 4294.453125
	Iteration 53Q: 3 clusters Score -652360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -652362.875000 Penalty: 4294.453125
	Iteration 54Q: 3 clusters Score -652362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -652366.125000 Penalty: 4294.453125
	Iteration 55Q: 3 clusters Score -652366.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -652374.812500 Penalty: 4294.453125
	Iteration 56Q: 3 clusters Score -652374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -652382.250000 Penalty: 4294.453125
	Iteration 57Q: 3 clusters Score -652382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -652386.187500 Penalty: 4294.453125
	Iteration 58Q: 3 clusters Score -652386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -652393.375000 Penalty: 4294.453125
	Iteration 59Q: 3 clusters Score -652393.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -652398.125000 Penalty: 4294.453125
	Iteration 60F: 3 clusters Score -652398.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -652403.062500 Penalty: 4294.453125
	Iteration 61Q: 3 clusters Score -652403.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -652404.750000 Penalty: 4294.453125
	Iteration 62Q: 3 clusters Score -652404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -652404.500000 Penalty: 4294.453125
	Iteration 63Q: 3 clusters Score -652404.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -652406.562500 Penalty: 4294.453125
	Iteration 64Q: 3 clusters Score -652406.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -652406.562500 Penalty: 4294.453125
	Iteration 65F: 3 clusters Score -652406.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -326287.750000 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -326287.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -323148.281250 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -323148.3 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -323744.875000 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -323744.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -323884.000000 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -323884 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -323983.562500 Penalty: 3940.468262
	Iteration 3Q: 3 clusters Score -323983.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -324055.843750 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -324055.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -324101.125000 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -324101.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -324137.281250 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -324137.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -324165.875000 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -324165.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -324192.000000 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -324192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -324207.687500 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -324207.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -324215.562500 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -324215.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -324223.343750 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -324223.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -324225.750000 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -324225.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -324229.937500 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -324229.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -324235.781250 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -324235.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -324245.593750 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -324245.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -324258.093750 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -324258.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -324266.062500 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -324266.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -324274.062500 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -324274.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -324279.281250 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -324279.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -324285.531250 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -324285.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -324290.937500 Penalty: 3940.468262
	Iteration 21Q: 3 clusters Score -324290.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -324298.281250 Penalty: 3940.468262
	Iteration 22Q: 3 clusters Score -324298.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -324305.937500 Penalty: 3940.468262
	Iteration 23Q: 3 clusters Score -324305.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -324310.125000 Penalty: 3940.468262
	Iteration 24Q: 3 clusters Score -324310.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -324313.250000 Penalty: 3940.468262
	Iteration 25Q: 3 clusters Score -324313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -324315.218750 Penalty: 3940.468262
	Iteration 26Q: 3 clusters Score -324315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -324315.125000 Penalty: 3940.468262
	Iteration 27Q: 3 clusters Score -324315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -324316.562500 Penalty: 3940.468262
	Iteration 28Q: 3 clusters Score -324316.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -324319.000000 Penalty: 3940.468262
	Iteration 29Q: 3 clusters Score -324319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -324321.218750 Penalty: 3940.468262
	Iteration 30Q: 3 clusters Score -324321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -324324.343750 Penalty: 3940.468262
	Iteration 31Q: 3 clusters Score -324324.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -324326.625000 Penalty: 3940.468262
	Iteration 32Q: 3 clusters Score -324326.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -324328.562500 Penalty: 3940.468262
	Iteration 33Q: 3 clusters Score -324328.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -324330.593750 Penalty: 3940.468262
	Iteration 34Q: 3 clusters Score -324330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -324333.187500 Penalty: 3940.468262
	Iteration 35Q: 3 clusters Score -324333.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -324336.500000 Penalty: 3940.468262
	Iteration 36Q: 3 clusters Score -324336.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -324339.656250 Penalty: 3940.468262
	Iteration 37Q: 3 clusters Score -324339.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -324342.156250 Penalty: 3940.468262
	Iteration 38Q: 3 clusters Score -324342.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -324345.812500 Penalty: 3940.468262
	Iteration 39Q: 3 clusters Score -324345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -324347.500000 Penalty: 3940.468262
	Iteration 40F: 3 clusters Score -324347.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -324348.750000 Penalty: 3940.468262
	Iteration 41Q: 3 clusters Score -324348.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -324350.437500 Penalty: 3940.468262
	Iteration 42Q: 3 clusters Score -324350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -324353.781250 Penalty: 3940.468262
	Iteration 43Q: 3 clusters Score -324353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -324355.312500 Penalty: 3940.468262
	Iteration 44Q: 3 clusters Score -324355.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -324356.312500 Penalty: 3940.468262
	Iteration 45Q: 3 clusters Score -324356.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -324357.406250 Penalty: 3940.468262
	Iteration 46Q: 3 clusters Score -324357.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -324357.406250 Penalty: 3940.468262
	Iteration 47Q: 3 clusters Score -324357.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -324358.218750 Penalty: 3940.468262
	Iteration 48Q: 3 clusters Score -324358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -324358.218750 Penalty: 3940.468262
	Iteration 49F: 3 clusters Score -324358.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -90860.234375 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -90860.23 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 448 members 
Entering Unmasked Estep 
Score: -88992.945312 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -88992.95 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -89298.062500 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -89298.06 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89432.382812 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -89432.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89584.789062 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -89584.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89682.476562 Penalty: 3370.670166
	Iteration 4Q: 3 clusters Score -89682.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -89800.234375 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -89800.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89893.921875 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -89893.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -90029.398438 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -90029.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -90128.007812 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -90128.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90314.007812 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -90314.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -90948.687500 Penalty: 3370.670166
	Iteration 10F: 3 clusters Score -90948.69 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -91312.335938 Penalty: 3370.670166
	Iteration 11F: 3 clusters Score -91312.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -91597.921875 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -91597.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -91948.007812 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -91948.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -92138.070312 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -92138.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -92138.070312 Penalty: 3370.670166
	Iteration 15F: 3 clusters Score -92138.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 22149 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41484 members 
Mstep: Class 11 contains 13072 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66828 members 
Mstep: Class 14 contains 33909 members 
Mstep: Class 15 contains 158876 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56020 members 
Mstep: Class 19 contains 31601 members 
Mstep: Class 20 contains 324844 members 
Mstep: Class 21 contains 16470 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6845 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 16139 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 627 members 
Entering Unmasked Estep 
Score: -92680296.000000 Penalty: 94556.320312
Splitting cluster 7 changes total score from -92680680.000000 to -92680296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (22149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Entering Unmasked Estep 
Score: -2597450.250000 Penalty: 2481.375732
	Iteration 0F: 2 clusters Score -2597450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2581980.750000 Penalty: 4962.751465
	Iteration 0F: 3 clusters Score -2581981 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2587310.500000 Penalty: 4962.751465
	Iteration 1F: 3 clusters Score -2587310 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2587687.750000 Penalty: 4962.751465
	Iteration 2F: 3 clusters Score -2587688 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2587991.500000 Penalty: 4962.751465
	Iteration 3Q: 3 clusters Score -2587992 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2588267.000000 Penalty: 4962.751465
	Iteration 4Q: 3 clusters Score -2588267 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2588573.750000 Penalty: 4962.751465
	Iteration 5Q: 3 clusters Score -2588574 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2588927.750000 Penalty: 4962.751465
	Iteration 6Q: 3 clusters Score -2588928 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2589323.500000 Penalty: 4962.751465
	Iteration 7Q: 3 clusters Score -2589324 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2589770.250000 Penalty: 4962.751465
	Iteration 8Q: 3 clusters Score -2589770 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2590302.500000 Penalty: 4962.751465
	Iteration 9Q: 3 clusters Score -2590302 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2590904.000000 Penalty: 4962.751465
	Iteration 10Q: 3 clusters Score -2590904 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2591586.000000 Penalty: 4962.751465
	Iteration 11Q: 3 clusters Score -2591586 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2592282.250000 Penalty: 4962.751465
	Iteration 12Q: 3 clusters Score -2592282 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2592919.250000 Penalty: 4962.751465
	Iteration 13Q: 3 clusters Score -2592919 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2593468.000000 Penalty: 4962.751465
	Iteration 14Q: 3 clusters Score -2593468 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2593898.500000 Penalty: 4962.751465
	Iteration 15Q: 3 clusters Score -2593898 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2594238.250000 Penalty: 4962.751465
	Iteration 16Q: 3 clusters Score -2594238 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2594488.500000 Penalty: 4962.751465
	Iteration 17Q: 3 clusters Score -2594488 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2594688.500000 Penalty: 4962.751465
	Iteration 18Q: 3 clusters Score -2594688 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2594816.750000 Penalty: 4962.751465
	Iteration 19Q: 3 clusters Score -2594817 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2594926.500000 Penalty: 4962.751465
	Iteration 20F: 3 clusters Score -2594926 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2594997.500000 Penalty: 4962.751465
	Iteration 21Q: 3 clusters Score -2594998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2595070.250000 Penalty: 4962.751465
	Iteration 22Q: 3 clusters Score -2595070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2595119.000000 Penalty: 4962.751465
	Iteration 23Q: 3 clusters Score -2595119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2595146.250000 Penalty: 4962.751465
	Iteration 24Q: 3 clusters Score -2595146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2595178.500000 Penalty: 4962.751465
	Iteration 25Q: 3 clusters Score -2595178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2595202.250000 Penalty: 4962.751465
	Iteration 26Q: 3 clusters Score -2595202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2595223.000000 Penalty: 4962.751465
	Iteration 27Q: 3 clusters Score -2595223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2595235.250000 Penalty: 4962.751465
	Iteration 28Q: 3 clusters Score -2595235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2595244.750000 Penalty: 4962.751465
	Iteration 29Q: 3 clusters Score -2595245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2595247.000000 Penalty: 4962.751465
	Iteration 30Q: 3 clusters Score -2595247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2595259.250000 Penalty: 4962.751465
	Iteration 31Q: 3 clusters Score -2595259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2595264.500000 Penalty: 4962.751465
	Iteration 32Q: 3 clusters Score -2595264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2595273.750000 Penalty: 4962.751465
	Iteration 33Q: 3 clusters Score -2595274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2595281.500000 Penalty: 4962.751465
	Iteration 34Q: 3 clusters Score -2595282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2595287.750000 Penalty: 4962.751465
	Iteration 35Q: 3 clusters Score -2595288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2595288.500000 Penalty: 4962.751465
	Iteration 36Q: 3 clusters Score -2595288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2595291.750000 Penalty: 4962.751465
	Iteration 37Q: 3 clusters Score -2595292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2595296.500000 Penalty: 4962.751465
	Iteration 38Q: 3 clusters Score -2595296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2595291.750000 Penalty: 4962.751465
	Iteration 39Q: 3 clusters Score -2595292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2595291.250000 Penalty: 4962.751465
	Iteration 40F: 3 clusters Score -2595291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2595290.000000 Penalty: 4962.751465
	Iteration 41Q: 3 clusters Score -2595290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2595294.750000 Penalty: 4962.751465
	Iteration 42Q: 3 clusters Score -2595295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2595296.250000 Penalty: 4962.751465
	Iteration 43Q: 3 clusters Score -2595296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2595299.000000 Penalty: 4962.751465
	Iteration 44Q: 3 clusters Score -2595299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2595301.500000 Penalty: 4962.751465
	Iteration 45Q: 3 clusters Score -2595302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2595303.500000 Penalty: 4962.751465
	Iteration 46Q: 3 clusters Score -2595304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2595308.750000 Penalty: 4962.751465
	Iteration 47Q: 3 clusters Score -2595309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2595307.750000 Penalty: 4962.751465
	Iteration 48Q: 3 clusters Score -2595308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2595310.750000 Penalty: 4962.751465
	Iteration 49Q: 3 clusters Score -2595311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2595311.000000 Penalty: 4962.751465
	Iteration 50Q: 3 clusters Score -2595311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2595312.500000 Penalty: 4962.751465
	Iteration 51Q: 3 clusters Score -2595312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2595312.500000 Penalty: 4962.751465
	Iteration 52F: 3 clusters Score -2595312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -55634.347656 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -55634.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54138.175781 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -54138.18 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54409.855469 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -54409.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54607.390625 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -54607.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54741.843750 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -54741.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54841.550781 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -54841.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54922.832031 Penalty: 3120.618408
	Iteration 5F: 3 clusters Score -54922.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54986.894531 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -54986.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -55032.300781 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -55032.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -55050.214844 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -55050.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -55066.886719 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -55066.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -55084.277344 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -55084.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -55101.687500 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -55101.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55112.617188 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -55112.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -55127.640625 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -55127.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -55130.816406 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -55130.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -55134.230469 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -55134.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -55134.230469 Penalty: 3120.618408
	Iteration 16F: 3 clusters Score -55134.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Entering Unmasked Estep 
Score: -4677039.500000 Penalty: 2636.999756
	Iteration 0F: 2 clusters Score -4677040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -4648879.000000 Penalty: 5273.999512
	Iteration 0F: 3 clusters Score -4648879 nChanged 19081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -4659414.500000 Penalty: 5273.999512
	Iteration 1F: 3 clusters Score -4659414 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -4660217.000000 Penalty: 5273.999512
	Iteration 2F: 3 clusters Score -4660217 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4661140.000000 Penalty: 5273.999512
	Iteration 3F: 3 clusters Score -4661140 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -4662263.500000 Penalty: 5273.999512
	Iteration 4F: 3 clusters Score -4662264 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -4663778.000000 Penalty: 5273.999512
	Iteration 5F: 3 clusters Score -4663778 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -4665806.000000 Penalty: 5273.999512
	Iteration 6F: 3 clusters Score -4665806 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4668299.500000 Penalty: 5273.999512
	Iteration 7F: 3 clusters Score -4668300 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -4670706.500000 Penalty: 5273.999512
	Iteration 8F: 3 clusters Score -4670706 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -4672729.000000 Penalty: 5273.999512
	Iteration 9Q: 3 clusters Score -4672729 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -4673937.000000 Penalty: 5273.999512
	Iteration 10Q: 3 clusters Score -4673937 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -4674435.500000 Penalty: 5273.999512
	Iteration 11Q: 3 clusters Score -4674436 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -4674607.000000 Penalty: 5273.999512
	Iteration 12Q: 3 clusters Score -4674607 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -4674706.500000 Penalty: 5273.999512
	Iteration 13Q: 3 clusters Score -4674706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -4674763.000000 Penalty: 5273.999512
	Iteration 14Q: 3 clusters Score -4674763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -4674798.000000 Penalty: 5273.999512
	Iteration 15Q: 3 clusters Score -4674798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -4674821.500000 Penalty: 5273.999512
	Iteration 16Q: 3 clusters Score -4674822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -4674833.500000 Penalty: 5273.999512
	Iteration 17Q: 3 clusters Score -4674834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -4674840.500000 Penalty: 5273.999512
	Iteration 18Q: 3 clusters Score -4674840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -4674851.500000 Penalty: 5273.999512
	Iteration 19Q: 3 clusters Score -4674852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -4674863.000000 Penalty: 5273.999512
	Iteration 20F: 3 clusters Score -4674863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -4674867.000000 Penalty: 5273.999512
	Iteration 21Q: 3 clusters Score -4674867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -4674880.500000 Penalty: 5273.999512
	Iteration 22Q: 3 clusters Score -4674880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -4674894.000000 Penalty: 5273.999512
	Iteration 23Q: 3 clusters Score -4674894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -4674903.000000 Penalty: 5273.999512
	Iteration 24Q: 3 clusters Score -4674903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -4674913.500000 Penalty: 5273.999512
	Iteration 25Q: 3 clusters Score -4674914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -4674929.500000 Penalty: 5273.999512
	Iteration 26Q: 3 clusters Score -4674930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -4674937.000000 Penalty: 5273.999512
	Iteration 27Q: 3 clusters Score -4674937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -4674943.000000 Penalty: 5273.999512
	Iteration 28Q: 3 clusters Score -4674943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -4674944.500000 Penalty: 5273.999512
	Iteration 29Q: 3 clusters Score -4674944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -4674950.000000 Penalty: 5273.999512
	Iteration 30Q: 3 clusters Score -4674950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -4674951.500000 Penalty: 5273.999512
	Iteration 31Q: 3 clusters Score -4674952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -4674951.500000 Penalty: 5273.999512
	Iteration 32F: 3 clusters Score -4674952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Entering Unmasked Estep 
Score: -1412150.875000 Penalty: 2350.600342
	Iteration 0F: 2 clusters Score -1412151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1402505.875000 Penalty: 4701.200684
	Iteration 0F: 3 clusters Score -1402506 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1405397.750000 Penalty: 4701.200684
	Iteration 1F: 3 clusters Score -1405398 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1405730.875000 Penalty: 4701.200684
	Iteration 2F: 3 clusters Score -1405731 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1405988.625000 Penalty: 4701.200684
	Iteration 3F: 3 clusters Score -1405989 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1406175.000000 Penalty: 4701.200684
	Iteration 4Q: 3 clusters Score -1406175 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1406305.875000 Penalty: 4701.200684
	Iteration 5Q: 3 clusters Score -1406306 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1406401.250000 Penalty: 4701.200684
	Iteration 6Q: 3 clusters Score -1406401 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1406498.500000 Penalty: 4701.200684
	Iteration 7Q: 3 clusters Score -1406498 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1406591.375000 Penalty: 4701.200684
	Iteration 8Q: 3 clusters Score -1406591 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1406678.750000 Penalty: 4701.200684
	Iteration 9Q: 3 clusters Score -1406679 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1406777.625000 Penalty: 4701.200684
	Iteration 10Q: 3 clusters Score -1406778 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1406890.875000 Penalty: 4701.200684
	Iteration 11Q: 3 clusters Score -1406891 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1407025.750000 Penalty: 4701.200684
	Iteration 12Q: 3 clusters Score -1407026 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1407186.125000 Penalty: 4701.200684
	Iteration 13Q: 3 clusters Score -1407186 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1407380.625000 Penalty: 4701.200684
	Iteration 14Q: 3 clusters Score -1407381 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1407644.375000 Penalty: 4701.200684
	Iteration 15Q: 3 clusters Score -1407644 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1407969.250000 Penalty: 4701.200684
	Iteration 16Q: 3 clusters Score -1407969 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1408322.000000 Penalty: 4701.200684
	Iteration 17Q: 3 clusters Score -1408322 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1408680.250000 Penalty: 4701.200684
	Iteration 18Q: 3 clusters Score -1408680 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1409034.375000 Penalty: 4701.200684
	Iteration 19Q: 3 clusters Score -1409034 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1409339.750000 Penalty: 4701.200684
	Iteration 20F: 3 clusters Score -1409340 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1409553.125000 Penalty: 4701.200684
	Iteration 21Q: 3 clusters Score -1409553 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1409728.250000 Penalty: 4701.200684
	Iteration 22Q: 3 clusters Score -1409728 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1409848.375000 Penalty: 4701.200684
	Iteration 23Q: 3 clusters Score -1409848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1409919.375000 Penalty: 4701.200684
	Iteration 24Q: 3 clusters Score -1409919 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1409978.500000 Penalty: 4701.200684
	Iteration 25Q: 3 clusters Score -1409978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1410024.125000 Penalty: 4701.200684
	Iteration 26Q: 3 clusters Score -1410024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1410056.000000 Penalty: 4701.200684
	Iteration 27Q: 3 clusters Score -1410056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1410081.875000 Penalty: 4701.200684
	Iteration 28Q: 3 clusters Score -1410082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1410098.875000 Penalty: 4701.200684
	Iteration 29Q: 3 clusters Score -1410099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1410109.250000 Penalty: 4701.200684
	Iteration 30Q: 3 clusters Score -1410109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1410117.375000 Penalty: 4701.200684
	Iteration 31Q: 3 clusters Score -1410117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1410124.625000 Penalty: 4701.200684
	Iteration 32Q: 3 clusters Score -1410125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1410125.375000 Penalty: 4701.200684
	Iteration 33Q: 3 clusters Score -1410125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1410128.500000 Penalty: 4701.200684
	Iteration 34Q: 3 clusters Score -1410128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1410129.000000 Penalty: 4701.200684
	Iteration 35Q: 3 clusters Score -1410129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1410130.250000 Penalty: 4701.200684
	Iteration 36Q: 3 clusters Score -1410130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1410130.250000 Penalty: 4701.200684
	Iteration 37F: 3 clusters Score -1410130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -31029.970703 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -31029.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29692.404297 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -29692.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29864.099609 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -29864.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29894.525391 Penalty: 2894.066162
	Iteration 2Q: 3 clusters Score -29894.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29906.722656 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -29906.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29911.630859 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -29911.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29913.619141 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -29913.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29913.619141 Penalty: 2894.066162
	Iteration 6F: 3 clusters Score -29913.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66828 members 
Entering Unmasked Estep 
Score: -7748522.500000 Penalty: 2755.249756
	Iteration 0F: 2 clusters Score -7748522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -7703761.000000 Penalty: 5510.499512
	Iteration 0F: 3 clusters Score -7703761 nChanged 31211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -7721141.500000 Penalty: 5510.499512
	Iteration 1F: 3 clusters Score -7721142 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -7721761.500000 Penalty: 5510.499512
	Iteration 2Q: 3 clusters Score -7721762 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -7722420.500000 Penalty: 5510.499512
	Iteration 3Q: 3 clusters Score -7722420 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -7723344.500000 Penalty: 5510.499512
	Iteration 4Q: 3 clusters Score -7723344 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -7724694.000000 Penalty: 5510.499512
	Iteration 5Q: 3 clusters Score -7724694 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -7727090.500000 Penalty: 5510.499512
	Iteration 6F: 3 clusters Score -7727090 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -7731041.500000 Penalty: 5510.499512
	Iteration 7F: 3 clusters Score -7731042 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -7736103.500000 Penalty: 5510.499512
	Iteration 8F: 3 clusters Score -7736104 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -7740725.000000 Penalty: 5510.499512
	Iteration 9F: 3 clusters Score -7740725 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -7743687.000000 Penalty: 5510.499512
	Iteration 10Q: 3 clusters Score -7743687 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7745074.500000 Penalty: 5510.499512
	Iteration 11Q: 3 clusters Score -7745074 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7745603.000000 Penalty: 5510.499512
	Iteration 12Q: 3 clusters Score -7745603 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66458 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7745796.500000 Penalty: 5510.499512
	Iteration 13Q: 3 clusters Score -7745796 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7745896.500000 Penalty: 5510.499512
	Iteration 14Q: 3 clusters Score -7745896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7745971.000000 Penalty: 5510.499512
	Iteration 15Q: 3 clusters Score -7745971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66584 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7746002.000000 Penalty: 5510.499512
	Iteration 16Q: 3 clusters Score -7746002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7746022.000000 Penalty: 5510.499512
	Iteration 17Q: 3 clusters Score -7746022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7746034.000000 Penalty: 5510.499512
	Iteration 18Q: 3 clusters Score -7746034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66600 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7746043.500000 Penalty: 5510.499512
	Iteration 19Q: 3 clusters Score -7746044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7746066.500000 Penalty: 5510.499512
	Iteration 20F: 3 clusters Score -7746066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7746067.000000 Penalty: 5510.499512
	Iteration 21Q: 3 clusters Score -7746067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7746067.000000 Penalty: 5510.499512
	Iteration 22F: 3 clusters Score -7746067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Entering Unmasked Estep 
Score: -3987434.000000 Penalty: 2586.996094
	Iteration 0F: 2 clusters Score -3987434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3964282.500000 Penalty: 5173.992188
	Iteration 0F: 3 clusters Score -3964282 nChanged 15314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3972597.500000 Penalty: 5173.992188
	Iteration 1F: 3 clusters Score -3972598 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -3973043.000000 Penalty: 5173.992188
	Iteration 2Q: 3 clusters Score -3973043 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -3973427.500000 Penalty: 5173.992188
	Iteration 3Q: 3 clusters Score -3973428 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3973788.250000 Penalty: 5173.992188
	Iteration 4Q: 3 clusters Score -3973788 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -3974169.500000 Penalty: 5173.992188
	Iteration 5Q: 3 clusters Score -3974170 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3974513.250000 Penalty: 5173.992188
	Iteration 6Q: 3 clusters Score -3974513 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3974883.750000 Penalty: 5173.992188
	Iteration 7Q: 3 clusters Score -3974884 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3975294.000000 Penalty: 5173.992188
	Iteration 8Q: 3 clusters Score -3975294 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3975757.500000 Penalty: 5173.992188
	Iteration 9Q: 3 clusters Score -3975758 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3976277.250000 Penalty: 5173.992188
	Iteration 10Q: 3 clusters Score -3976277 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3976962.500000 Penalty: 5173.992188
	Iteration 11Q: 3 clusters Score -3976962 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3977867.750000 Penalty: 5173.992188
	Iteration 12Q: 3 clusters Score -3977868 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -3979024.000000 Penalty: 5173.992188
	Iteration 13F: 3 clusters Score -3979024 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -3980306.000000 Penalty: 5173.992188
	Iteration 14F: 3 clusters Score -3980306 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3981504.000000 Penalty: 5173.992188
	Iteration 15Q: 3 clusters Score -3981504 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -3982280.500000 Penalty: 5173.992188
	Iteration 16Q: 3 clusters Score -3982280 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3982755.750000 Penalty: 5173.992188
	Iteration 17Q: 3 clusters Score -3982756 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -3983071.500000 Penalty: 5173.992188
	Iteration 18Q: 3 clusters Score -3983072 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3983345.500000 Penalty: 5173.992188
	Iteration 19Q: 3 clusters Score -3983346 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3983567.250000 Penalty: 5173.992188
	Iteration 20F: 3 clusters Score -3983567 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3983787.250000 Penalty: 5173.992188
	Iteration 21Q: 3 clusters Score -3983787 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3983976.250000 Penalty: 5173.992188
	Iteration 22Q: 3 clusters Score -3983976 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3984132.750000 Penalty: 5173.992188
	Iteration 23Q: 3 clusters Score -3984133 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3984314.500000 Penalty: 5173.992188
	Iteration 24Q: 3 clusters Score -3984314 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3984445.750000 Penalty: 5173.992188
	Iteration 25Q: 3 clusters Score -3984446 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3984597.000000 Penalty: 5173.992188
	Iteration 26Q: 3 clusters Score -3984597 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3984747.000000 Penalty: 5173.992188
	Iteration 27Q: 3 clusters Score -3984747 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3984879.250000 Penalty: 5173.992188
	Iteration 28Q: 3 clusters Score -3984879 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3985030.000000 Penalty: 5173.992188
	Iteration 29Q: 3 clusters Score -3985030 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3985159.000000 Penalty: 5173.992188
	Iteration 30Q: 3 clusters Score -3985159 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3985255.750000 Penalty: 5173.992188
	Iteration 31Q: 3 clusters Score -3985256 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3985349.000000 Penalty: 5173.992188
	Iteration 32Q: 3 clusters Score -3985349 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3985411.750000 Penalty: 5173.992188
	Iteration 33Q: 3 clusters Score -3985412 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3985451.250000 Penalty: 5173.992188
	Iteration 34Q: 3 clusters Score -3985451 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3985485.000000 Penalty: 5173.992188
	Iteration 35Q: 3 clusters Score -3985485 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3985522.000000 Penalty: 5173.992188
	Iteration 36Q: 3 clusters Score -3985522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3985551.750000 Penalty: 5173.992188
	Iteration 37Q: 3 clusters Score -3985552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3985585.000000 Penalty: 5173.992188
	Iteration 38Q: 3 clusters Score -3985585 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3985599.250000 Penalty: 5173.992188
	Iteration 39Q: 3 clusters Score -3985599 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3985612.000000 Penalty: 5173.992188
	Iteration 40F: 3 clusters Score -3985612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3985635.500000 Penalty: 5173.992188
	Iteration 41Q: 3 clusters Score -3985636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3985635.000000 Penalty: 5173.992188
	Iteration 42Q: 3 clusters Score -3985635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3985639.250000 Penalty: 5173.992188
	Iteration 43Q: 3 clusters Score -3985639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3985651.500000 Penalty: 5173.992188
	Iteration 44Q: 3 clusters Score -3985652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3985650.500000 Penalty: 5173.992188
	Iteration 45Q: 3 clusters Score -3985650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3985663.000000 Penalty: 5173.992188
	Iteration 46Q: 3 clusters Score -3985663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3985667.250000 Penalty: 5173.992188
	Iteration 47Q: 3 clusters Score -3985667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3985671.750000 Penalty: 5173.992188
	Iteration 48Q: 3 clusters Score -3985672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3985677.750000 Penalty: 5173.992188
	Iteration 49Q: 3 clusters Score -3985678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3985681.000000 Penalty: 5173.992188
	Iteration 50Q: 3 clusters Score -3985681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3985681.250000 Penalty: 5173.992188
	Iteration 51Q: 3 clusters Score -3985681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3985686.500000 Penalty: 5173.992188
	Iteration 52Q: 3 clusters Score -3985686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3985692.000000 Penalty: 5173.992188
	Iteration 53Q: 3 clusters Score -3985692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3985694.000000 Penalty: 5173.992188
	Iteration 54Q: 3 clusters Score -3985694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3985693.750000 Penalty: 5173.992188
	Iteration 55Q: 3 clusters Score -3985694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3985701.750000 Penalty: 5173.992188
	Iteration 56Q: 3 clusters Score -3985702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3985704.250000 Penalty: 5173.992188
	Iteration 57Q: 3 clusters Score -3985704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3985703.250000 Penalty: 5173.992188
	Iteration 58Q: 3 clusters Score -3985703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3985700.000000 Penalty: 5173.992188
	Iteration 59Q: 3 clusters Score -3985700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3985702.750000 Penalty: 5173.992188
	Iteration 60F: 3 clusters Score -3985703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3985702.500000 Penalty: 5173.992188
	Iteration 61Q: 3 clusters Score -3985702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3985704.000000 Penalty: 5173.992188
	Iteration 62Q: 3 clusters Score -3985704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3985704.000000 Penalty: 5173.992188
	Iteration 63F: 3 clusters Score -3985704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (158876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158876 members 
Entering Unmasked Estep 
Score: -18471750.000000 Penalty: 2970.018066
	Iteration 0F: 2 clusters Score -1.847175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -18365822.000000 Penalty: 5940.036133
	Iteration 0F: 3 clusters Score -1.836582e+07 nChanged 76136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -18409840.000000 Penalty: 5940.036133
	Iteration 1F: 3 clusters Score -1.840984e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85013 members 
Mstep: Class 2 contains 73863 members 
Entering Unmasked Estep 
Score: -18410924.000000 Penalty: 5940.036133
	Iteration 2Q: 3 clusters Score -1.841092e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
Score: -18412274.000000 Penalty: 5940.036133
	Iteration 3Q: 3 clusters Score -1.841227e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92433 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -18414226.000000 Penalty: 5940.036133
	Iteration 4Q: 3 clusters Score -1.841423e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -18417528.000000 Penalty: 5940.036133
	Iteration 5Q: 3 clusters Score -1.841753e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107814 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -18423534.000000 Penalty: 5940.036133
	Iteration 6F: 3 clusters Score -1.842353e+07 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119458 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -18432966.000000 Penalty: 5940.036133
	Iteration 7F: 3 clusters Score -1.843297e+07 nChanged 12744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132056 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -18444680.000000 Penalty: 5940.036133
	Iteration 8F: 3 clusters Score -1.844468e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142891 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -18455330.000000 Penalty: 5940.036133
	Iteration 9F: 3 clusters Score -1.845533e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150172 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -18462408.000000 Penalty: 5940.036133
	Iteration 10Q: 3 clusters Score -1.846241e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154124 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -18465952.000000 Penalty: 5940.036133
	Iteration 11Q: 3 clusters Score -1.846595e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156095 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -18467626.000000 Penalty: 5940.036133
	Iteration 12Q: 3 clusters Score -1.846763e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157067 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -18468396.000000 Penalty: 5940.036133
	Iteration 13Q: 3 clusters Score -1.84684e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157525 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -18468698.000000 Penalty: 5940.036133
	Iteration 14Q: 3 clusters Score -1.84687e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157766 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -18468872.000000 Penalty: 5940.036133
	Iteration 15Q: 3 clusters Score -1.846887e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157888 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -18468986.000000 Penalty: 5940.036133
	Iteration 16Q: 3 clusters Score -1.846899e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157982 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -18469060.000000 Penalty: 5940.036133
	Iteration 17Q: 3 clusters Score -1.846906e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158052 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -18469102.000000 Penalty: 5940.036133
	Iteration 18Q: 3 clusters Score -1.84691e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158090 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -18469140.000000 Penalty: 5940.036133
	Iteration 19Q: 3 clusters Score -1.846914e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158119 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -18469190.000000 Penalty: 5940.036133
	Iteration 20F: 3 clusters Score -1.846919e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158144 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -18469206.000000 Penalty: 5940.036133
	Iteration 21Q: 3 clusters Score -1.846921e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158157 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -18469214.000000 Penalty: 5940.036133
	Iteration 22Q: 3 clusters Score -1.846921e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158164 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -18469226.000000 Penalty: 5940.036133
	Iteration 23Q: 3 clusters Score -1.846923e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158177 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -18469220.000000 Penalty: 5940.036133
	Iteration 24Q: 3 clusters Score -1.846922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158183 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -18469236.000000 Penalty: 5940.036133
	Iteration 25Q: 3 clusters Score -1.846924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158189 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -18469240.000000 Penalty: 5940.036133
	Iteration 26Q: 3 clusters Score -1.846924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158198 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -18469258.000000 Penalty: 5940.036133
	Iteration 27Q: 3 clusters Score -1.846926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18469286.000000 Penalty: 5940.036133
	Iteration 28Q: 3 clusters Score -1.846929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158204 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -18469288.000000 Penalty: 5940.036133
	Iteration 29Q: 3 clusters Score -1.846929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158207 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -18469284.000000 Penalty: 5940.036133
	Iteration 30Q: 3 clusters Score -1.846928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158205 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -18469292.000000 Penalty: 5940.036133
	Iteration 31Q: 3 clusters Score -1.846929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158204 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -18469286.000000 Penalty: 5940.036133
	Iteration 32Q: 3 clusters Score -1.846929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158203 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -18469284.000000 Penalty: 5940.036133
	Iteration 33Q: 3 clusters Score -1.846928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158202 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -18469278.000000 Penalty: 5940.036133
	Iteration 34Q: 3 clusters Score -1.846928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158202 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -18469278.000000 Penalty: 5940.036133
	Iteration 35F: 3 clusters Score -1.846928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Entering Unmasked Estep 
Score: -463175.562500 Penalty: 2068.846924
	Iteration 0F: 2 clusters Score -463175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -459169.343750 Penalty: 4137.693848
	Iteration 0F: 3 clusters Score -459169.3 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -460139.906250 Penalty: 4137.693848
	Iteration 1F: 3 clusters Score -460139.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -460398.906250 Penalty: 4137.693848
	Iteration 2F: 3 clusters Score -460398.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -460593.281250 Penalty: 4137.693848
	Iteration 3F: 3 clusters Score -460593.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -460755.406250 Penalty: 4137.693848
	Iteration 4Q: 3 clusters Score -460755.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -460927.406250 Penalty: 4137.693848
	Iteration 5Q: 3 clusters Score -460927.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -461058.250000 Penalty: 4137.693848
	Iteration 6Q: 3 clusters Score -461058.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -461184.593750 Penalty: 4137.693848
	Iteration 7Q: 3 clusters Score -461184.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -461314.468750 Penalty: 4137.693848
	Iteration 8Q: 3 clusters Score -461314.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -461419.937500 Penalty: 4137.693848
	Iteration 9Q: 3 clusters Score -461419.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -461496.250000 Penalty: 4137.693848
	Iteration 10Q: 3 clusters Score -461496.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -461553.500000 Penalty: 4137.693848
	Iteration 11Q: 3 clusters Score -461553.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -461600.156250 Penalty: 4137.693848
	Iteration 12Q: 3 clusters Score -461600.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -461635.937500 Penalty: 4137.693848
	Iteration 13Q: 3 clusters Score -461635.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -461670.468750 Penalty: 4137.693848
	Iteration 14Q: 3 clusters Score -461670.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -461695.687500 Penalty: 4137.693848
	Iteration 15Q: 3 clusters Score -461695.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -461717.062500 Penalty: 4137.693848
	Iteration 16Q: 3 clusters Score -461717.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -461731.312500 Penalty: 4137.693848
	Iteration 17Q: 3 clusters Score -461731.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -461740.656250 Penalty: 4137.693848
	Iteration 18Q: 3 clusters Score -461740.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -461747.375000 Penalty: 4137.693848
	Iteration 19Q: 3 clusters Score -461747.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -461752.000000 Penalty: 4137.693848
	Iteration 20F: 3 clusters Score -461752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -461757.906250 Penalty: 4137.693848
	Iteration 21Q: 3 clusters Score -461757.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -461766.187500 Penalty: 4137.693848
	Iteration 22Q: 3 clusters Score -461766.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -461774.750000 Penalty: 4137.693848
	Iteration 23Q: 3 clusters Score -461774.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -461782.656250 Penalty: 4137.693848
	Iteration 24Q: 3 clusters Score -461782.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -461786.781250 Penalty: 4137.693848
	Iteration 25Q: 3 clusters Score -461786.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -461790.312500 Penalty: 4137.693848
	Iteration 26Q: 3 clusters Score -461790.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -461794.437500 Penalty: 4137.693848
	Iteration 27Q: 3 clusters Score -461794.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -461800.250000 Penalty: 4137.693848
	Iteration 28Q: 3 clusters Score -461800.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -461811.000000 Penalty: 4137.693848
	Iteration 29Q: 3 clusters Score -461811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -461818.125000 Penalty: 4137.693848
	Iteration 30Q: 3 clusters Score -461818.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -461824.718750 Penalty: 4137.693848
	Iteration 31Q: 3 clusters Score -461824.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -461826.937500 Penalty: 4137.693848
	Iteration 32Q: 3 clusters Score -461826.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -461828.593750 Penalty: 4137.693848
	Iteration 33Q: 3 clusters Score -461828.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -461830.468750 Penalty: 4137.693848
	Iteration 34Q: 3 clusters Score -461830.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -461830.125000 Penalty: 4137.693848
	Iteration 35Q: 3 clusters Score -461830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -461831.562500 Penalty: 4137.693848
	Iteration 36Q: 3 clusters Score -461831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -461832.156250 Penalty: 4137.693848
	Iteration 37Q: 3 clusters Score -461832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -461834.406250 Penalty: 4137.693848
	Iteration 38Q: 3 clusters Score -461834.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -461835.468750 Penalty: 4137.693848
	Iteration 39Q: 3 clusters Score -461835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -461835.718750 Penalty: 4137.693848
	Iteration 40F: 3 clusters Score -461835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -461837.343750 Penalty: 4137.693848
	Iteration 41Q: 3 clusters Score -461837.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -461839.468750 Penalty: 4137.693848
	Iteration 42Q: 3 clusters Score -461839.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -461838.812500 Penalty: 4137.693848
	Iteration 43Q: 3 clusters Score -461838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -461839.375000 Penalty: 4137.693848
	Iteration 44Q: 3 clusters Score -461839.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -461840.531250 Penalty: 4137.693848
	Iteration 45Q: 3 clusters Score -461840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -461841.687500 Penalty: 4137.693848
	Iteration 46Q: 3 clusters Score -461841.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -461841.687500 Penalty: 4137.693848
	Iteration 47F: 3 clusters Score -461841.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -196038.578125 Penalty: 1877.086182
	Iteration 0F: 2 clusters Score -196038.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -193457.015625 Penalty: 3754.172363
	Iteration 0F: 3 clusters Score -193457 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -193942.859375 Penalty: 3754.172363
	Iteration 1F: 3 clusters Score -193942.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -194083.796875 Penalty: 3754.172363
	Iteration 2F: 3 clusters Score -194083.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -194178.812500 Penalty: 3754.172363
	Iteration 3Q: 3 clusters Score -194178.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -194252.531250 Penalty: 3754.172363
	Iteration 4Q: 3 clusters Score -194252.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -194320.640625 Penalty: 3754.172363
	Iteration 5Q: 3 clusters Score -194320.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -194380.875000 Penalty: 3754.172363
	Iteration 6Q: 3 clusters Score -194380.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -194427.625000 Penalty: 3754.172363
	Iteration 7Q: 3 clusters Score -194427.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -194461.765625 Penalty: 3754.172363
	Iteration 8Q: 3 clusters Score -194461.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -194486.000000 Penalty: 3754.172363
	Iteration 9Q: 3 clusters Score -194486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -194506.937500 Penalty: 3754.172363
	Iteration 10Q: 3 clusters Score -194506.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -194517.953125 Penalty: 3754.172363
	Iteration 11Q: 3 clusters Score -194518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -194524.421875 Penalty: 3754.172363
	Iteration 12Q: 3 clusters Score -194524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -194526.890625 Penalty: 3754.172363
	Iteration 13Q: 3 clusters Score -194526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -194527.609375 Penalty: 3754.172363
	Iteration 14Q: 3 clusters Score -194527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -194531.203125 Penalty: 3754.172363
	Iteration 15Q: 3 clusters Score -194531.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -194536.328125 Penalty: 3754.172363
	Iteration 16Q: 3 clusters Score -194536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -194538.546875 Penalty: 3754.172363
	Iteration 17Q: 3 clusters Score -194538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -194539.296875 Penalty: 3754.172363
	Iteration 18Q: 3 clusters Score -194539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -194540.109375 Penalty: 3754.172363
	Iteration 19Q: 3 clusters Score -194540.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -194543.859375 Penalty: 3754.172363
	Iteration 20F: 3 clusters Score -194543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -194546.312500 Penalty: 3754.172363
	Iteration 21Q: 3 clusters Score -194546.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -194551.343750 Penalty: 3754.172363
	Iteration 22Q: 3 clusters Score -194551.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -194557.296875 Penalty: 3754.172363
	Iteration 23Q: 3 clusters Score -194557.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -194564.578125 Penalty: 3754.172363
	Iteration 24Q: 3 clusters Score -194564.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -194570.000000 Penalty: 3754.172363
	Iteration 25Q: 3 clusters Score -194570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -194573.640625 Penalty: 3754.172363
	Iteration 26Q: 3 clusters Score -194573.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -194578.781250 Penalty: 3754.172363
	Iteration 27Q: 3 clusters Score -194578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -194581.031250 Penalty: 3754.172363
	Iteration 28Q: 3 clusters Score -194581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -194581.734375 Penalty: 3754.172363
	Iteration 29Q: 3 clusters Score -194581.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -194583.000000 Penalty: 3754.172363
	Iteration 30Q: 3 clusters Score -194583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -194583.250000 Penalty: 3754.172363
	Iteration 31Q: 3 clusters Score -194583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -194584.546875 Penalty: 3754.172363
	Iteration 32Q: 3 clusters Score -194584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -194584.546875 Penalty: 3754.172363
	Iteration 33F: 3 clusters Score -194584.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Entering Unmasked Estep 
Score: -6540641.000000 Penalty: 2711.499023
	Iteration 0F: 2 clusters Score -6540641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -6503179.000000 Penalty: 5422.998047
	Iteration 0F: 3 clusters Score -6503179 nChanged 25912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -6517740.500000 Penalty: 5422.998047
	Iteration 1F: 3 clusters Score -6517740 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -6518320.000000 Penalty: 5422.998047
	Iteration 2Q: 3 clusters Score -6518320 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -6518805.500000 Penalty: 5422.998047
	Iteration 3Q: 3 clusters Score -6518806 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -6519417.500000 Penalty: 5422.998047
	Iteration 4Q: 3 clusters Score -6519418 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -6520162.500000 Penalty: 5422.998047
	Iteration 5Q: 3 clusters Score -6520162 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -6521199.000000 Penalty: 5422.998047
	Iteration 6Q: 3 clusters Score -6521199 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -6522599.500000 Penalty: 5422.998047
	Iteration 7Q: 3 clusters Score -6522600 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -6524847.500000 Penalty: 5422.998047
	Iteration 8F: 3 clusters Score -6524848 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -6528023.000000 Penalty: 5422.998047
	Iteration 9F: 3 clusters Score -6528023 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -6531391.000000 Penalty: 5422.998047
	Iteration 10F: 3 clusters Score -6531391 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -6534149.000000 Penalty: 5422.998047
	Iteration 11F: 3 clusters Score -6534149 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -6536067.500000 Penalty: 5422.998047
	Iteration 12Q: 3 clusters Score -6536068 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -6537073.000000 Penalty: 5422.998047
	Iteration 13Q: 3 clusters Score -6537073 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -6537546.000000 Penalty: 5422.998047
	Iteration 14Q: 3 clusters Score -6537546 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -6537793.000000 Penalty: 5422.998047
	Iteration 15Q: 3 clusters Score -6537793 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -6537950.500000 Penalty: 5422.998047
	Iteration 16Q: 3 clusters Score -6537950 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -6538040.000000 Penalty: 5422.998047
	Iteration 17Q: 3 clusters Score -6538040 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -6538120.500000 Penalty: 5422.998047
	Iteration 18Q: 3 clusters Score -6538120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -6538158.000000 Penalty: 5422.998047
	Iteration 19Q: 3 clusters Score -6538158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -6538209.000000 Penalty: 5422.998047
	Iteration 20F: 3 clusters Score -6538209 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -6538223.500000 Penalty: 5422.998047
	Iteration 21Q: 3 clusters Score -6538224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -6538247.500000 Penalty: 5422.998047
	Iteration 22Q: 3 clusters Score -6538248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -6538264.000000 Penalty: 5422.998047
	Iteration 23Q: 3 clusters Score -6538264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -6538280.000000 Penalty: 5422.998047
	Iteration 24Q: 3 clusters Score -6538280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -6538285.500000 Penalty: 5422.998047
	Iteration 25Q: 3 clusters Score -6538286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -6538286.500000 Penalty: 5422.998047
	Iteration 26Q: 3 clusters Score -6538286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -6538298.500000 Penalty: 5422.998047
	Iteration 27Q: 3 clusters Score -6538298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -6538323.500000 Penalty: 5422.998047
	Iteration 28Q: 3 clusters Score -6538324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -6538323.000000 Penalty: 5422.998047
	Iteration 29Q: 3 clusters Score -6538323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -6538337.500000 Penalty: 5422.998047
	Iteration 30Q: 3 clusters Score -6538338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -6538345.000000 Penalty: 5422.998047
	Iteration 31Q: 3 clusters Score -6538345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -6538349.500000 Penalty: 5422.998047
	Iteration 32Q: 3 clusters Score -6538350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -6538363.500000 Penalty: 5422.998047
	Iteration 33Q: 3 clusters Score -6538364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -6538362.000000 Penalty: 5422.998047
	Iteration 34Q: 3 clusters Score -6538362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -6538361.000000 Penalty: 5422.998047
	Iteration 35Q: 3 clusters Score -6538361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -6538360.000000 Penalty: 5422.998047
	Iteration 36Q: 3 clusters Score -6538360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -6538356.000000 Penalty: 5422.998047
	Iteration 37Q: 3 clusters Score -6538356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -6538357.000000 Penalty: 5422.998047
	Iteration 38Q: 3 clusters Score -6538357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -6538364.000000 Penalty: 5422.998047
	Iteration 39Q: 3 clusters Score -6538364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -6538361.500000 Penalty: 5422.998047
	Iteration 40F: 3 clusters Score -6538362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -6538358.500000 Penalty: 5422.998047
	Iteration 41Q: 3 clusters Score -6538358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -6538361.000000 Penalty: 5422.998047
	Iteration 42Q: 3 clusters Score -6538361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -6538353.000000 Penalty: 5422.998047
	Iteration 43Q: 3 clusters Score -6538353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -6538353.500000 Penalty: 5422.998047
	Iteration 44Q: 3 clusters Score -6538354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -6538351.000000 Penalty: 5422.998047
	Iteration 45Q: 3 clusters Score -6538351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -6538351.000000 Penalty: 5422.998047
	Iteration 46F: 3 clusters Score -6538351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Entering Unmasked Estep 
Score: -3709386.250000 Penalty: 2569.514160
	Iteration 0F: 2 clusters Score -3709386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3687785.250000 Penalty: 5139.028320
	Iteration 0F: 3 clusters Score -3687785 nChanged 14240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3695448.000000 Penalty: 5139.028320
	Iteration 1F: 3 clusters Score -3695448 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3695919.000000 Penalty: 5139.028320
	Iteration 2Q: 3 clusters Score -3695919 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3696436.250000 Penalty: 5139.028320
	Iteration 3Q: 3 clusters Score -3696436 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3697091.250000 Penalty: 5139.028320
	Iteration 4Q: 3 clusters Score -3697091 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3698021.500000 Penalty: 5139.028320
	Iteration 5F: 3 clusters Score -3698022 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -3699231.250000 Penalty: 5139.028320
	Iteration 6F: 3 clusters Score -3699231 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3700714.250000 Penalty: 5139.028320
	Iteration 7F: 3 clusters Score -3700714 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3702332.250000 Penalty: 5139.028320
	Iteration 8F: 3 clusters Score -3702332 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3703766.750000 Penalty: 5139.028320
	Iteration 9F: 3 clusters Score -3703767 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -3704728.750000 Penalty: 5139.028320
	Iteration 10Q: 3 clusters Score -3704729 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -3705260.250000 Penalty: 5139.028320
	Iteration 11Q: 3 clusters Score -3705260 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -3705568.750000 Penalty: 5139.028320
	Iteration 12Q: 3 clusters Score -3705569 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3705822.250000 Penalty: 5139.028320
	Iteration 13Q: 3 clusters Score -3705822 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3706033.500000 Penalty: 5139.028320
	Iteration 14Q: 3 clusters Score -3706034 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3706204.000000 Penalty: 5139.028320
	Iteration 15Q: 3 clusters Score -3706204 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3706335.750000 Penalty: 5139.028320
	Iteration 16Q: 3 clusters Score -3706336 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3706448.000000 Penalty: 5139.028320
	Iteration 17Q: 3 clusters Score -3706448 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3706551.250000 Penalty: 5139.028320
	Iteration 18Q: 3 clusters Score -3706551 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3706666.750000 Penalty: 5139.028320
	Iteration 19Q: 3 clusters Score -3706667 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3706747.750000 Penalty: 5139.028320
	Iteration 20F: 3 clusters Score -3706748 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3706824.750000 Penalty: 5139.028320
	Iteration 21Q: 3 clusters Score -3706825 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3706883.500000 Penalty: 5139.028320
	Iteration 22Q: 3 clusters Score -3706884 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3706938.250000 Penalty: 5139.028320
	Iteration 23Q: 3 clusters Score -3706938 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3706995.000000 Penalty: 5139.028320
	Iteration 24Q: 3 clusters Score -3706995 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3707029.500000 Penalty: 5139.028320
	Iteration 25Q: 3 clusters Score -3707030 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3707069.250000 Penalty: 5139.028320
	Iteration 26Q: 3 clusters Score -3707069 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3707111.000000 Penalty: 5139.028320
	Iteration 27Q: 3 clusters Score -3707111 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3707146.000000 Penalty: 5139.028320
	Iteration 28Q: 3 clusters Score -3707146 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3707173.750000 Penalty: 5139.028320
	Iteration 29Q: 3 clusters Score -3707174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3707194.750000 Penalty: 5139.028320
	Iteration 30Q: 3 clusters Score -3707195 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3707229.000000 Penalty: 5139.028320
	Iteration 31Q: 3 clusters Score -3707229 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3707251.250000 Penalty: 5139.028320
	Iteration 32Q: 3 clusters Score -3707251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3707266.500000 Penalty: 5139.028320
	Iteration 33Q: 3 clusters Score -3707266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3707272.750000 Penalty: 5139.028320
	Iteration 34Q: 3 clusters Score -3707273 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3707295.500000 Penalty: 5139.028320
	Iteration 35Q: 3 clusters Score -3707296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3707312.500000 Penalty: 5139.028320
	Iteration 36Q: 3 clusters Score -3707312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3707325.000000 Penalty: 5139.028320
	Iteration 37Q: 3 clusters Score -3707325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3707346.500000 Penalty: 5139.028320
	Iteration 38Q: 3 clusters Score -3707346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3707346.500000 Penalty: 5139.028320
	Iteration 39Q: 3 clusters Score -3707346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3707357.250000 Penalty: 5139.028320
	Iteration 40F: 3 clusters Score -3707357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3707368.250000 Penalty: 5139.028320
	Iteration 41Q: 3 clusters Score -3707368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3707379.250000 Penalty: 5139.028320
	Iteration 42Q: 3 clusters Score -3707379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3707387.000000 Penalty: 5139.028320
	Iteration 43Q: 3 clusters Score -3707387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3707396.750000 Penalty: 5139.028320
	Iteration 44Q: 3 clusters Score -3707397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3707397.500000 Penalty: 5139.028320
	Iteration 45Q: 3 clusters Score -3707398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3707409.500000 Penalty: 5139.028320
	Iteration 46Q: 3 clusters Score -3707410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3707403.000000 Penalty: 5139.028320
	Iteration 47Q: 3 clusters Score -3707403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3707404.500000 Penalty: 5139.028320
	Iteration 48Q: 3 clusters Score -3707404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3707406.250000 Penalty: 5139.028320
	Iteration 49Q: 3 clusters Score -3707406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3707406.500000 Penalty: 5139.028320
	Iteration 50Q: 3 clusters Score -3707406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3707402.000000 Penalty: 5139.028320
	Iteration 51Q: 3 clusters Score -3707402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3707407.000000 Penalty: 5139.028320
	Iteration 52Q: 3 clusters Score -3707407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3707404.250000 Penalty: 5139.028320
	Iteration 53Q: 3 clusters Score -3707404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3707407.250000 Penalty: 5139.028320
	Iteration 54Q: 3 clusters Score -3707407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3707407.750000 Penalty: 5139.028320
	Iteration 55Q: 3 clusters Score -3707408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3707405.750000 Penalty: 5139.028320
	Iteration 56Q: 3 clusters Score -3707406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3707409.750000 Penalty: 5139.028320
	Iteration 57Q: 3 clusters Score -3707410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3707412.250000 Penalty: 5139.028320
	Iteration 58Q: 3 clusters Score -3707412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3707412.500000 Penalty: 5139.028320
	Iteration 59Q: 3 clusters Score -3707412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3707412.000000 Penalty: 5139.028320
	Iteration 60F: 3 clusters Score -3707412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3707410.250000 Penalty: 5139.028320
	Iteration 61Q: 3 clusters Score -3707410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3707410.250000 Penalty: 5139.028320
	Iteration 62F: 3 clusters Score -3707410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (324844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324844 members 
Entering Unmasked Estep 
Score: -37227052.000000 Penalty: 3147.392822
	Iteration 0F: 2 clusters Score -3.722705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161961 members 
Mstep: Class 2 contains 162883 members 
Entering Unmasked Estep 
Score: -37041596.000000 Penalty: 6294.785645
	Iteration 0F: 3 clusters Score -3.70416e+07 nChanged 157676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149975 members 
Mstep: Class 2 contains 174869 members 
Entering Unmasked Estep 
Score: -37135516.000000 Penalty: 6294.785645
	Iteration 1F: 3 clusters Score -3.713552e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142666 members 
Mstep: Class 2 contains 182178 members 
Entering Unmasked Estep 
Score: -37138000.000000 Penalty: 6294.785645
	Iteration 2Q: 3 clusters Score -3.7138e+07 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131315 members 
Mstep: Class 2 contains 193529 members 
Entering Unmasked Estep 
Score: -37142336.000000 Penalty: 6294.785645
	Iteration 3Q: 3 clusters Score -3.714234e+07 nChanged 17588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 210811 members 
Entering Unmasked Estep 
Score: -37150608.000000 Penalty: 6294.785645
	Iteration 4F: 3 clusters Score -3.715061e+07 nChanged 24848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 235609 members 
Entering Unmasked Estep 
Score: -37167360.000000 Penalty: 6294.785645
	Iteration 5F: 3 clusters Score -3.716736e+07 nChanged 31334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 266943 members 
Entering Unmasked Estep 
Score: -37195384.000000 Penalty: 6294.785645
	Iteration 6F: 3 clusters Score -3.719538e+07 nChanged 30160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 297103 members 
Entering Unmasked Estep 
Score: -37222956.000000 Penalty: 6294.785645
	Iteration 7F: 3 clusters Score -3.722296e+07 nChanged 18533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 315636 members 
Entering Unmasked Estep 
Score: -37226860.000000 Penalty: 6294.785645
	Iteration 8F: 3 clusters Score -3.722686e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 322553 members 
Entering Unmasked Estep 
Score: -37224768.000000 Penalty: 6294.785645
	Iteration 9Q: 3 clusters Score -3.722477e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 324224 members 
Entering Unmasked Estep 
Score: -37224268.000000 Penalty: 6294.785645
	Iteration 10Q: 3 clusters Score -3.722427e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 324554 members 
Entering Unmasked Estep 
Score: -37224208.000000 Penalty: 6294.785645
	Iteration 11Q: 3 clusters Score -3.722421e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 324615 members 
Entering Unmasked Estep 
Score: -37224316.000000 Penalty: 6294.785645
	Iteration 12Q: 3 clusters Score -3.722432e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 324636 members 
Entering Unmasked Estep 
Score: -37224348.000000 Penalty: 6294.785645
	Iteration 13Q: 3 clusters Score -3.722435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 324647 members 
Entering Unmasked Estep 
Score: -37224368.000000 Penalty: 6294.785645
	Iteration 14Q: 3 clusters Score -3.722437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 324648 members 
Entering Unmasked Estep 
Score: -37224356.000000 Penalty: 6294.785645
	Iteration 15Q: 3 clusters Score -3.722436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 324645 members 
Entering Unmasked Estep 
Score: -37224364.000000 Penalty: 6294.785645
	Iteration 16Q: 3 clusters Score -3.722436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 324645 members 
Entering Unmasked Estep 
Score: -37224364.000000 Penalty: 6294.785645
	Iteration 17Q: 3 clusters Score -3.722436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 324646 members 
Entering Unmasked Estep 
Score: -37224364.000000 Penalty: 6294.785645
	Iteration 18Q: 3 clusters Score -3.722436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 324646 members 
Entering Unmasked Estep 
Score: -37224368.000000 Penalty: 6294.785645
	Iteration 19Q: 3 clusters Score -3.722437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 324647 members 
Entering Unmasked Estep 
Score: -37224376.000000 Penalty: 6294.785645
	Iteration 20F: 3 clusters Score -3.722438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 324649 members 
Entering Unmasked Estep 
Score: -37224384.000000 Penalty: 6294.785645
	Iteration 21Q: 3 clusters Score -3.722438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 324649 members 
Entering Unmasked Estep 
Score: -37224384.000000 Penalty: 6294.785645
	Iteration 22F: 3 clusters Score -3.722438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Entering Unmasked Estep 
Score: -1932022.375000 Penalty: 2407.905518
	Iteration 0F: 2 clusters Score -1932022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1920232.500000 Penalty: 4815.811035
	Iteration 0F: 3 clusters Score -1920232 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1924023.375000 Penalty: 4815.811035
	Iteration 1F: 3 clusters Score -1924023 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1924395.000000 Penalty: 4815.811035
	Iteration 2F: 3 clusters Score -1924395 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1924656.250000 Penalty: 4815.811035
	Iteration 3Q: 3 clusters Score -1924656 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1924875.375000 Penalty: 4815.811035
	Iteration 4Q: 3 clusters Score -1924875 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1925047.875000 Penalty: 4815.811035
	Iteration 5Q: 3 clusters Score -1925048 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1925234.875000 Penalty: 4815.811035
	Iteration 6Q: 3 clusters Score -1925235 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1925449.125000 Penalty: 4815.811035
	Iteration 7Q: 3 clusters Score -1925449 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1925739.125000 Penalty: 4815.811035
	Iteration 8Q: 3 clusters Score -1925739 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1926184.375000 Penalty: 4815.811035
	Iteration 9Q: 3 clusters Score -1926184 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1926786.125000 Penalty: 4815.811035
	Iteration 10F: 3 clusters Score -1926786 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1927503.875000 Penalty: 4815.811035
	Iteration 11F: 3 clusters Score -1927504 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1928182.625000 Penalty: 4815.811035
	Iteration 12F: 3 clusters Score -1928183 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1928740.625000 Penalty: 4815.811035
	Iteration 13Q: 3 clusters Score -1928741 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1929138.375000 Penalty: 4815.811035
	Iteration 14Q: 3 clusters Score -1929138 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1929402.750000 Penalty: 4815.811035
	Iteration 15Q: 3 clusters Score -1929403 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1929617.750000 Penalty: 4815.811035
	Iteration 16Q: 3 clusters Score -1929618 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1929761.000000 Penalty: 4815.811035
	Iteration 17Q: 3 clusters Score -1929761 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1929843.750000 Penalty: 4815.811035
	Iteration 18Q: 3 clusters Score -1929844 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1929897.250000 Penalty: 4815.811035
	Iteration 19Q: 3 clusters Score -1929897 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1929939.875000 Penalty: 4815.811035
	Iteration 20F: 3 clusters Score -1929940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1929971.125000 Penalty: 4815.811035
	Iteration 21Q: 3 clusters Score -1929971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1929985.000000 Penalty: 4815.811035
	Iteration 22Q: 3 clusters Score -1929985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1930007.500000 Penalty: 4815.811035
	Iteration 23Q: 3 clusters Score -1930008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1930015.000000 Penalty: 4815.811035
	Iteration 24Q: 3 clusters Score -1930015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1930024.125000 Penalty: 4815.811035
	Iteration 25Q: 3 clusters Score -1930024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1930034.375000 Penalty: 4815.811035
	Iteration 26Q: 3 clusters Score -1930034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1930036.125000 Penalty: 4815.811035
	Iteration 27Q: 3 clusters Score -1930036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1930045.125000 Penalty: 4815.811035
	Iteration 28Q: 3 clusters Score -1930045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1930048.750000 Penalty: 4815.811035
	Iteration 29Q: 3 clusters Score -1930049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1930049.625000 Penalty: 4815.811035
	Iteration 30Q: 3 clusters Score -1930050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1930055.000000 Penalty: 4815.811035
	Iteration 31Q: 3 clusters Score -1930055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1930058.625000 Penalty: 4815.811035
	Iteration 32Q: 3 clusters Score -1930059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1930061.250000 Penalty: 4815.811035
	Iteration 33Q: 3 clusters Score -1930061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1930063.750000 Penalty: 4815.811035
	Iteration 34Q: 3 clusters Score -1930064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1930067.375000 Penalty: 4815.811035
	Iteration 35Q: 3 clusters Score -1930067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1930066.625000 Penalty: 4815.811035
	Iteration 36Q: 3 clusters Score -1930067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1930069.500000 Penalty: 4815.811035
	Iteration 37Q: 3 clusters Score -1930070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1930069.125000 Penalty: 4815.811035
	Iteration 38Q: 3 clusters Score -1930069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1930068.875000 Penalty: 4815.811035
	Iteration 39Q: 3 clusters Score -1930069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1930068.875000 Penalty: 4815.811035
	Iteration 40F: 3 clusters Score -1930069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -44720.207031 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -44720.21 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 228 members 
Entering Unmasked Estep 
Score: -43255.996094 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -43256 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43506.417969 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -43506.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43662.656250 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -43662.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43865.449219 Penalty: 3044.312744
	Iteration 3F: 3 clusters Score -43865.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44070.914062 Penalty: 3044.312744
	Iteration 4F: 3 clusters Score -44070.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44451.605469 Penalty: 3044.312744
	Iteration 5F: 3 clusters Score -44451.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -44836.660156 Penalty: 3044.312744
	Iteration 6F: 3 clusters Score -44836.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -44946.433594 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -44946.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -44995.308594 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -44995.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45012.894531 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -45012.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -45030.371094 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -45030.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -45030.371094 Penalty: 3044.312744
	Iteration 11F: 3 clusters Score -45030.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22149 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41484 members 
Mstep: Class 11 contains 13072 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66828 members 
Mstep: Class 14 contains 33909 members 
Mstep: Class 15 contains 158876 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56020 members 
Mstep: Class 19 contains 31601 members 
Mstep: Class 20 contains 324844 members 
Mstep: Class 21 contains 16470 members 
Mstep: Class 22 contains 91 members 
Mstep: Class 23 contains 6845 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 16139 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 372 members 
Entering Unmasked Estep 
Score: -92679160.000000 Penalty: 94556.320312
Splitting cluster 22 changes total score from -92680680.000000 to -92679160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (6845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Entering Unmasked Estep 
Score: -783158.562500 Penalty: 2190.156006
	Iteration 0F: 2 clusters Score -783158.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -777501.625000 Penalty: 4380.312012
	Iteration 0F: 3 clusters Score -777501.6 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -779005.062500 Penalty: 4380.312012
	Iteration 1F: 3 clusters Score -779005.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -779297.937500 Penalty: 4380.312012
	Iteration 2F: 3 clusters Score -779297.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -779496.312500 Penalty: 4380.312012
	Iteration 3F: 3 clusters Score -779496.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -779695.500000 Penalty: 4380.312012
	Iteration 4Q: 3 clusters Score -779695.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -779872.375000 Penalty: 4380.312012
	Iteration 5Q: 3 clusters Score -779872.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -780058.687500 Penalty: 4380.312012
	Iteration 6Q: 3 clusters Score -780058.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -780263.750000 Penalty: 4380.312012
	Iteration 7Q: 3 clusters Score -780263.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -780463.562500 Penalty: 4380.312012
	Iteration 8Q: 3 clusters Score -780463.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -780648.750000 Penalty: 4380.312012
	Iteration 9Q: 3 clusters Score -780648.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -780816.500000 Penalty: 4380.312012
	Iteration 10Q: 3 clusters Score -780816.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -780968.250000 Penalty: 4380.312012
	Iteration 11Q: 3 clusters Score -780968.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -781092.750000 Penalty: 4380.312012
	Iteration 12Q: 3 clusters Score -781092.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -781178.625000 Penalty: 4380.312012
	Iteration 13Q: 3 clusters Score -781178.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -781227.812500 Penalty: 4380.312012
	Iteration 14Q: 3 clusters Score -781227.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -781267.750000 Penalty: 4380.312012
	Iteration 15Q: 3 clusters Score -781267.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -781300.187500 Penalty: 4380.312012
	Iteration 16Q: 3 clusters Score -781300.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -781324.375000 Penalty: 4380.312012
	Iteration 17Q: 3 clusters Score -781324.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -781345.062500 Penalty: 4380.312012
	Iteration 18Q: 3 clusters Score -781345.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -781365.750000 Penalty: 4380.312012
	Iteration 19Q: 3 clusters Score -781365.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -781382.250000 Penalty: 4380.312012
	Iteration 20F: 3 clusters Score -781382.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -781392.125000 Penalty: 4380.312012
	Iteration 21Q: 3 clusters Score -781392.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -781399.000000 Penalty: 4380.312012
	Iteration 22Q: 3 clusters Score -781399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -781399.187500 Penalty: 4380.312012
	Iteration 23Q: 3 clusters Score -781399.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -781403.562500 Penalty: 4380.312012
	Iteration 24Q: 3 clusters Score -781403.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -781405.875000 Penalty: 4380.312012
	Iteration 25Q: 3 clusters Score -781405.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -781409.125000 Penalty: 4380.312012
	Iteration 26Q: 3 clusters Score -781409.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -781409.812500 Penalty: 4380.312012
	Iteration 27Q: 3 clusters Score -781409.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -781414.437500 Penalty: 4380.312012
	Iteration 28Q: 3 clusters Score -781414.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -781419.875000 Penalty: 4380.312012
	Iteration 29Q: 3 clusters Score -781419.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -781422.562500 Penalty: 4380.312012
	Iteration 30Q: 3 clusters Score -781422.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -781424.500000 Penalty: 4380.312012
	Iteration 31Q: 3 clusters Score -781424.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -781424.500000 Penalty: 4380.312012
	Iteration 32Q: 3 clusters Score -781424.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -781424.750000 Penalty: 4380.312012
	Iteration 33Q: 3 clusters Score -781424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -781426.875000 Penalty: 4380.312012
	Iteration 34Q: 3 clusters Score -781426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -781427.937500 Penalty: 4380.312012
	Iteration 35Q: 3 clusters Score -781427.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -781427.750000 Penalty: 4380.312012
	Iteration 36Q: 3 clusters Score -781427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -781427.875000 Penalty: 4380.312012
	Iteration 37Q: 3 clusters Score -781427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -781428.375000 Penalty: 4380.312012
	Iteration 38Q: 3 clusters Score -781428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -781428.375000 Penalty: 4380.312012
	Iteration 39F: 3 clusters Score -781428.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -52753.703125 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -52753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51254.238281 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -51254.24 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51442.617188 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -51442.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51541.273438 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -51541.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51576.503906 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -51576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51581.390625 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -51581.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51587.863281 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -51587.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51596.289062 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -51596.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51604.390625 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -51604.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51604.390625 Penalty: 3104.752441
	Iteration 8F: 3 clusters Score -51604.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Entering Unmasked Estep 
Score: -783655.000000 Penalty: 2184.957031
	Iteration 0F: 2 clusters Score -783655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -778005.812500 Penalty: 4369.914062
	Iteration 0F: 3 clusters Score -778005.8 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -779485.437500 Penalty: 4369.914062
	Iteration 1F: 3 clusters Score -779485.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -779785.187500 Penalty: 4369.914062
	Iteration 2F: 3 clusters Score -779785.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -780016.500000 Penalty: 4369.914062
	Iteration 3F: 3 clusters Score -780016.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -780190.937500 Penalty: 4369.914062
	Iteration 4Q: 3 clusters Score -780190.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -780358.000000 Penalty: 4369.914062
	Iteration 5Q: 3 clusters Score -780358 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -780496.812500 Penalty: 4369.914062
	Iteration 6Q: 3 clusters Score -780496.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -780617.625000 Penalty: 4369.914062
	Iteration 7Q: 3 clusters Score -780617.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -780718.750000 Penalty: 4369.914062
	Iteration 8Q: 3 clusters Score -780718.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -780820.500000 Penalty: 4369.914062
	Iteration 9Q: 3 clusters Score -780820.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -780930.687500 Penalty: 4369.914062
	Iteration 10Q: 3 clusters Score -780930.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -781011.937500 Penalty: 4369.914062
	Iteration 11Q: 3 clusters Score -781011.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -781080.875000 Penalty: 4369.914062
	Iteration 12Q: 3 clusters Score -781080.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -781154.000000 Penalty: 4369.914062
	Iteration 13Q: 3 clusters Score -781154 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -781244.000000 Penalty: 4369.914062
	Iteration 14Q: 3 clusters Score -781244 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -781316.562500 Penalty: 4369.914062
	Iteration 15Q: 3 clusters Score -781316.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -781369.250000 Penalty: 4369.914062
	Iteration 16Q: 3 clusters Score -781369.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -781420.187500 Penalty: 4369.914062
	Iteration 17Q: 3 clusters Score -781420.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -781471.000000 Penalty: 4369.914062
	Iteration 18Q: 3 clusters Score -781471 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -781524.812500 Penalty: 4369.914062
	Iteration 19Q: 3 clusters Score -781524.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -781569.000000 Penalty: 4369.914062
	Iteration 20F: 3 clusters Score -781569 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -781610.750000 Penalty: 4369.914062
	Iteration 21Q: 3 clusters Score -781610.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -781647.437500 Penalty: 4369.914062
	Iteration 22Q: 3 clusters Score -781647.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -781681.437500 Penalty: 4369.914062
	Iteration 23Q: 3 clusters Score -781681.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -781708.937500 Penalty: 4369.914062
	Iteration 24Q: 3 clusters Score -781708.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -781737.437500 Penalty: 4369.914062
	Iteration 25Q: 3 clusters Score -781737.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -781753.937500 Penalty: 4369.914062
	Iteration 26Q: 3 clusters Score -781753.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -781765.000000 Penalty: 4369.914062
	Iteration 27Q: 3 clusters Score -781765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -781776.312500 Penalty: 4369.914062
	Iteration 28Q: 3 clusters Score -781776.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -781778.062500 Penalty: 4369.914062
	Iteration 29Q: 3 clusters Score -781778.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -781780.000000 Penalty: 4369.914062
	Iteration 30Q: 3 clusters Score -781780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -781780.437500 Penalty: 4369.914062
	Iteration 31Q: 3 clusters Score -781780.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -781783.125000 Penalty: 4369.914062
	Iteration 32Q: 3 clusters Score -781783.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -781786.000000 Penalty: 4369.914062
	Iteration 33Q: 3 clusters Score -781786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -781788.937500 Penalty: 4369.914062
	Iteration 34Q: 3 clusters Score -781788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -781789.125000 Penalty: 4369.914062
	Iteration 35Q: 3 clusters Score -781789.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -781789.875000 Penalty: 4369.914062
	Iteration 36Q: 3 clusters Score -781789.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -781792.500000 Penalty: 4369.914062
	Iteration 37Q: 3 clusters Score -781792.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -781796.312500 Penalty: 4369.914062
	Iteration 38Q: 3 clusters Score -781796.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -781801.187500 Penalty: 4369.914062
	Iteration 39Q: 3 clusters Score -781801.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -781803.812500 Penalty: 4369.914062
	Iteration 40F: 3 clusters Score -781803.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -781807.937500 Penalty: 4369.914062
	Iteration 41Q: 3 clusters Score -781807.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -781809.500000 Penalty: 4369.914062
	Iteration 42Q: 3 clusters Score -781809.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -781813.500000 Penalty: 4369.914062
	Iteration 43Q: 3 clusters Score -781813.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -781814.500000 Penalty: 4369.914062
	Iteration 44Q: 3 clusters Score -781814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -781814.625000 Penalty: 4369.914062
	Iteration 45Q: 3 clusters Score -781814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -781813.125000 Penalty: 4369.914062
	Iteration 46Q: 3 clusters Score -781813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -781813.812500 Penalty: 4369.914062
	Iteration 47Q: 3 clusters Score -781813.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -781815.250000 Penalty: 4369.914062
	Iteration 48Q: 3 clusters Score -781815.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -781817.500000 Penalty: 4369.914062
	Iteration 49Q: 3 clusters Score -781817.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -781815.750000 Penalty: 4369.914062
	Iteration 50Q: 3 clusters Score -781815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -781815.750000 Penalty: 4369.914062
	Iteration 51F: 3 clusters Score -781815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Entering Unmasked Estep 
Score: -1899292.375000 Penalty: 2402.870605
	Iteration 0F: 2 clusters Score -1899292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1887692.625000 Penalty: 4805.741211
	Iteration 0F: 3 clusters Score -1887693 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1891341.375000 Penalty: 4805.741211
	Iteration 1F: 3 clusters Score -1891341 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1891704.375000 Penalty: 4805.741211
	Iteration 2F: 3 clusters Score -1891704 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1891996.000000 Penalty: 4805.741211
	Iteration 3Q: 3 clusters Score -1891996 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1892257.750000 Penalty: 4805.741211
	Iteration 4Q: 3 clusters Score -1892258 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1892554.125000 Penalty: 4805.741211
	Iteration 5Q: 3 clusters Score -1892554 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1892914.875000 Penalty: 4805.741211
	Iteration 6Q: 3 clusters Score -1892915 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1893328.875000 Penalty: 4805.741211
	Iteration 7Q: 3 clusters Score -1893329 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1893819.750000 Penalty: 4805.741211
	Iteration 8Q: 3 clusters Score -1893820 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1894443.000000 Penalty: 4805.741211
	Iteration 9F: 3 clusters Score -1894443 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1895101.000000 Penalty: 4805.741211
	Iteration 10F: 3 clusters Score -1895101 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1895699.500000 Penalty: 4805.741211
	Iteration 11Q: 3 clusters Score -1895700 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1896214.500000 Penalty: 4805.741211
	Iteration 12Q: 3 clusters Score -1896214 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1896565.500000 Penalty: 4805.741211
	Iteration 13Q: 3 clusters Score -1896566 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1896784.500000 Penalty: 4805.741211
	Iteration 14Q: 3 clusters Score -1896784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1896918.250000 Penalty: 4805.741211
	Iteration 15Q: 3 clusters Score -1896918 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1896999.375000 Penalty: 4805.741211
	Iteration 16Q: 3 clusters Score -1896999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1897056.875000 Penalty: 4805.741211
	Iteration 17Q: 3 clusters Score -1897057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1897089.375000 Penalty: 4805.741211
	Iteration 18Q: 3 clusters Score -1897089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1897115.875000 Penalty: 4805.741211
	Iteration 19Q: 3 clusters Score -1897116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1897136.625000 Penalty: 4805.741211
	Iteration 20F: 3 clusters Score -1897137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1897149.375000 Penalty: 4805.741211
	Iteration 21Q: 3 clusters Score -1897149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1897166.500000 Penalty: 4805.741211
	Iteration 22Q: 3 clusters Score -1897166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -1897174.750000 Penalty: 4805.741211
	Iteration 23Q: 3 clusters Score -1897175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1897183.250000 Penalty: 4805.741211
	Iteration 24Q: 3 clusters Score -1897183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1897183.375000 Penalty: 4805.741211
	Iteration 25Q: 3 clusters Score -1897183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1897190.250000 Penalty: 4805.741211
	Iteration 26Q: 3 clusters Score -1897190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1897196.250000 Penalty: 4805.741211
	Iteration 27Q: 3 clusters Score -1897196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1897202.500000 Penalty: 4805.741211
	Iteration 28Q: 3 clusters Score -1897202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1897206.500000 Penalty: 4805.741211
	Iteration 29Q: 3 clusters Score -1897206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1897206.000000 Penalty: 4805.741211
	Iteration 30Q: 3 clusters Score -1897206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1897206.000000 Penalty: 4805.741211
	Iteration 31F: 3 clusters Score -1897206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -38648.136719 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -38648.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37266.082031 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -37266.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37371.339844 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -37371.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37413.113281 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -37413.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37430.945312 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -37430.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37451.644531 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -37451.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37463.863281 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -37463.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37470.289062 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -37470.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37470.289062 Penalty: 2923.623779
	Iteration 7F: 3 clusters Score -37470.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22149 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41484 members 
Mstep: Class 11 contains 13072 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66828 members 
Mstep: Class 14 contains 33909 members 
Mstep: Class 15 contains 158876 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56020 members 
Mstep: Class 19 contains 31601 members 
Mstep: Class 20 contains 324844 members 
Mstep: Class 21 contains 16470 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6845 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 16139 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680696.000000 Penalty: 91179.304688
Iteration 199Q: 28 clusters Score -9.26807e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 22151 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41477 members 
Mstep: Class 11 contains 13071 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66828 members 
Mstep: Class 14 contains 33921 members 
Mstep: Class 15 contains 158823 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56046 members 
Mstep: Class 19 contains 31607 members 
Mstep: Class 20 contains 324848 members 
Mstep: Class 21 contains 16475 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6845 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 16144 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680720.000000 Penalty: 91179.304688
Iteration 200F: 28 clusters Score -9.268072e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 22151 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41467 members 
Mstep: Class 11 contains 13071 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66826 members 
Mstep: Class 14 contains 33932 members 
Mstep: Class 15 contains 158764 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56062 members 
Mstep: Class 19 contains 31616 members 
Mstep: Class 20 contains 324882 members 
Mstep: Class 21 contains 16477 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6840 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 16148 members 
Mstep: Class 27 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680696.000000 Penalty: 91179.304688
Iteration 201Q: 28 clusters Score -9.26807e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 885 members 
Mstep: Class 8 contains 22152 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41457 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66826 members 
Mstep: Class 14 contains 33938 members 
Mstep: Class 15 contains 158701 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56080 members 
Mstep: Class 19 contains 31619 members 
Mstep: Class 20 contains 324920 members 
Mstep: Class 21 contains 16481 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6840 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 16153 members 
Mstep: Class 27 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680656.000000 Penalty: 91179.304688
Iteration 202Q: 28 clusters Score -9.268066e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 22153 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41446 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66829 members 
Mstep: Class 14 contains 33942 members 
Mstep: Class 15 contains 158633 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56105 members 
Mstep: Class 19 contains 31626 members 
Mstep: Class 20 contains 324957 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6828 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 16161 members 
Mstep: Class 27 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680672.000000 Penalty: 91179.304688
Iteration 203Q: 28 clusters Score -9.268067e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 22153 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41441 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66830 members 
Mstep: Class 14 contains 33945 members 
Mstep: Class 15 contains 158585 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56129 members 
Mstep: Class 19 contains 31631 members 
Mstep: Class 20 contains 324980 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6816 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 16165 members 
Mstep: Class 27 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680688.000000 Penalty: 91179.304688
Iteration 204Q: 28 clusters Score -9.268069e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 22153 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41433 members 
Mstep: Class 11 contains 13071 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66832 members 
Mstep: Class 14 contains 33944 members 
Mstep: Class 15 contains 158540 members 
Mstep: Class 16 contains 4199 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56156 members 
Mstep: Class 19 contains 31636 members 
Mstep: Class 20 contains 324992 members 
Mstep: Class 21 contains 16492 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6815 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 16168 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680784.000000 Penalty: 91179.304688
Iteration 205Q: 28 clusters Score -9.268078e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41430 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66831 members 
Mstep: Class 14 contains 33948 members 
Mstep: Class 15 contains 158502 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56176 members 
Mstep: Class 19 contains 31640 members 
Mstep: Class 20 contains 324998 members 
Mstep: Class 21 contains 16496 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6813 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 16173 members 
Mstep: Class 27 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680752.000000 Penalty: 91179.304688
Iteration 206Q: 28 clusters Score -9.268075e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 22156 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41428 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66829 members 
Mstep: Class 14 contains 33951 members 
Mstep: Class 15 contains 158472 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56194 members 
Mstep: Class 19 contains 31647 members 
Mstep: Class 20 contains 325004 members 
Mstep: Class 21 contains 16496 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6810 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 16174 members 
Mstep: Class 27 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680744.000000 Penalty: 91179.304688
Iteration 207Q: 28 clusters Score -9.268074e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 22157 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41423 members 
Mstep: Class 11 contains 13069 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66827 members 
Mstep: Class 14 contains 33953 members 
Mstep: Class 15 contains 158445 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56208 members 
Mstep: Class 19 contains 31649 members 
Mstep: Class 20 contains 325021 members 
Mstep: Class 21 contains 16498 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6807 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 16174 members 
Mstep: Class 27 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680752.000000 Penalty: 91179.304688
Iteration 208Q: 28 clusters Score -9.268075e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 22157 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41419 members 
Mstep: Class 11 contains 13069 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66828 members 
Mstep: Class 14 contains 33951 members 
Mstep: Class 15 contains 158413 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56224 members 
Mstep: Class 19 contains 31652 members 
Mstep: Class 20 contains 325037 members 
Mstep: Class 21 contains 16503 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 16173 members 
Mstep: Class 27 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680800.000000 Penalty: 91179.304688
Iteration 209Q: 28 clusters Score -9.26808e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41415 members 
Mstep: Class 11 contains 13069 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66826 members 
Mstep: Class 14 contains 33950 members 
Mstep: Class 15 contains 158394 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56244 members 
Mstep: Class 19 contains 31652 members 
Mstep: Class 20 contains 325040 members 
Mstep: Class 21 contains 16505 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6803 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 16175 members 
Mstep: Class 27 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680824.000000 Penalty: 91179.304688
Iteration 210Q: 28 clusters Score -9.268082e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 22155 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41412 members 
Mstep: Class 11 contains 13069 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66827 members 
Mstep: Class 14 contains 33955 members 
Mstep: Class 15 contains 158363 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56265 members 
Mstep: Class 19 contains 31658 members 
Mstep: Class 20 contains 325041 members 
Mstep: Class 21 contains 16504 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6806 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 16175 members 
Mstep: Class 27 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680888.000000 Penalty: 91179.304688
Iteration 211Q: 28 clusters Score -9.268089e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 22155 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41407 members 
Mstep: Class 11 contains 13068 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66829 members 
Mstep: Class 14 contains 33964 members 
Mstep: Class 15 contains 158330 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56292 members 
Mstep: Class 19 contains 31658 members 
Mstep: Class 20 contains 325044 members 
Mstep: Class 21 contains 16504 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 16175 members 
Mstep: Class 27 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680848.000000 Penalty: 91179.304688
Iteration 212Q: 28 clusters Score -9.268085e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41402 members 
Mstep: Class 11 contains 13068 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66833 members 
Mstep: Class 14 contains 33970 members 
Mstep: Class 15 contains 158312 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56316 members 
Mstep: Class 19 contains 31661 members 
Mstep: Class 20 contains 325034 members 
Mstep: Class 21 contains 16503 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 16175 members 
Mstep: Class 27 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680824.000000 Penalty: 91179.304688
Iteration 213Q: 28 clusters Score -9.268082e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 22155 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41397 members 
Mstep: Class 11 contains 13068 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66836 members 
Mstep: Class 14 contains 33974 members 
Mstep: Class 15 contains 158295 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56333 members 
Mstep: Class 19 contains 31662 members 
Mstep: Class 20 contains 325031 members 
Mstep: Class 21 contains 16502 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 16175 members 
Mstep: Class 27 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680768.000000 Penalty: 91179.304688
Iteration 214Q: 28 clusters Score -9.268077e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41395 members 
Mstep: Class 11 contains 13068 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66838 members 
Mstep: Class 14 contains 33978 members 
Mstep: Class 15 contains 158281 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56343 members 
Mstep: Class 19 contains 31664 members 
Mstep: Class 20 contains 325030 members 
Mstep: Class 21 contains 16502 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 16175 members 
Mstep: Class 27 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680840.000000 Penalty: 91179.304688
Iteration 215Q: 28 clusters Score -9.268084e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 22153 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41394 members 
Mstep: Class 11 contains 13068 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66838 members 
Mstep: Class 14 contains 33983 members 
Mstep: Class 15 contains 158255 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56350 members 
Mstep: Class 19 contains 31664 members 
Mstep: Class 20 contains 325046 members 
Mstep: Class 21 contains 16503 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 16175 members 
Mstep: Class 27 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680832.000000 Penalty: 91179.304688
Iteration 216Q: 28 clusters Score -9.268083e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 22152 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41394 members 
Mstep: Class 11 contains 13068 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66838 members 
Mstep: Class 14 contains 33986 members 
Mstep: Class 15 contains 158234 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56363 members 
Mstep: Class 19 contains 31665 members 
Mstep: Class 20 contains 325048 members 
Mstep: Class 21 contains 16505 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 16176 members 
Mstep: Class 27 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680912.000000 Penalty: 91179.304688
Iteration 217Q: 28 clusters Score -9.268091e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 22152 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41393 members 
Mstep: Class 11 contains 13068 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66841 members 
Mstep: Class 14 contains 33988 members 
Mstep: Class 15 contains 158223 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56366 members 
Mstep: Class 19 contains 31665 members 
Mstep: Class 20 contains 325050 members 
Mstep: Class 21 contains 16507 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 16176 members 
Mstep: Class 27 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680904.000000 Penalty: 91179.304688
Iteration 218Q: 28 clusters Score -9.26809e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 22153 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41393 members 
Mstep: Class 11 contains 13068 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66841 members 
Mstep: Class 14 contains 33990 members 
Mstep: Class 15 contains 158216 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56381 members 
Mstep: Class 19 contains 31666 members 
Mstep: Class 20 contains 325038 members 
Mstep: Class 21 contains 16507 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 16176 members 
Mstep: Class 27 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680880.000000 Penalty: 91179.304688
Iteration 219Q: 28 clusters Score -9.268088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 22152 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41393 members 
Mstep: Class 11 contains 13068 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66841 members 
Mstep: Class 14 contains 33991 members 
Mstep: Class 15 contains 158209 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56393 members 
Mstep: Class 19 contains 31666 members 
Mstep: Class 20 contains 325033 members 
Mstep: Class 21 contains 16507 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 16177 members 
Mstep: Class 27 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680952.000000 Penalty: 91179.304688
Iteration 220F: 28 clusters Score -9.268095e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 859 members 
Mstep: Class 8 contains 22151 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41392 members 
Mstep: Class 11 contains 13067 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66841 members 
Mstep: Class 14 contains 33990 members 
Mstep: Class 15 contains 158202 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56404 members 
Mstep: Class 19 contains 31668 members 
Mstep: Class 20 contains 325029 members 
Mstep: Class 21 contains 16507 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 16179 members 
Mstep: Class 27 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680888.000000 Penalty: 91179.304688
Iteration 221Q: 28 clusters Score -9.268089e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 22150 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41389 members 
Mstep: Class 11 contains 13067 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66841 members 
Mstep: Class 14 contains 33993 members 
Mstep: Class 15 contains 158188 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56413 members 
Mstep: Class 19 contains 31670 members 
Mstep: Class 20 contains 325031 members 
Mstep: Class 21 contains 16507 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681008.000000 Penalty: 91179.304688
Iteration 222Q: 28 clusters Score -9.268101e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 831 members 
Mstep: Class 8 contains 22150 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41387 members 
Mstep: Class 11 contains 13067 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66843 members 
Mstep: Class 14 contains 33994 members 
Mstep: Class 15 contains 158172 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56425 members 
Mstep: Class 19 contains 31670 members 
Mstep: Class 20 contains 325036 members 
Mstep: Class 21 contains 16506 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16180 members 
Mstep: Class 27 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681112.000000 Penalty: 91179.304688
Iteration 223Q: 28 clusters Score -9.268111e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 22151 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41386 members 
Mstep: Class 11 contains 13067 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66848 members 
Mstep: Class 14 contains 33997 members 
Mstep: Class 15 contains 158162 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56428 members 
Mstep: Class 19 contains 31671 members 
Mstep: Class 20 contains 325034 members 
Mstep: Class 21 contains 16506 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16180 members 
Mstep: Class 27 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681072.000000 Penalty: 91179.304688
Iteration 224Q: 28 clusters Score -9.268107e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22152 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41385 members 
Mstep: Class 11 contains 13068 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66849 members 
Mstep: Class 14 contains 34002 members 
Mstep: Class 15 contains 158145 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56436 members 
Mstep: Class 19 contains 31673 members 
Mstep: Class 20 contains 325030 members 
Mstep: Class 21 contains 16509 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681048.000000 Penalty: 91179.304688
Iteration 225Q: 28 clusters Score -9.268105e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22153 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41383 members 
Mstep: Class 11 contains 13068 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66849 members 
Mstep: Class 14 contains 34009 members 
Mstep: Class 15 contains 158126 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56448 members 
Mstep: Class 19 contains 31675 members 
Mstep: Class 20 contains 325025 members 
Mstep: Class 21 contains 16513 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681072.000000 Penalty: 91179.304688
Iteration 226Q: 28 clusters Score -9.268107e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22152 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41382 members 
Mstep: Class 11 contains 13069 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66850 members 
Mstep: Class 14 contains 34020 members 
Mstep: Class 15 contains 158102 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56457 members 
Mstep: Class 19 contains 31676 members 
Mstep: Class 20 contains 325025 members 
Mstep: Class 21 contains 16516 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92680960.000000 Penalty: 91179.304688
Iteration 227Q: 28 clusters Score -9.268096e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22153 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41382 members 
Mstep: Class 11 contains 13068 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66852 members 
Mstep: Class 14 contains 34027 members 
Mstep: Class 15 contains 158084 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56470 members 
Mstep: Class 19 contains 31677 members 
Mstep: Class 20 contains 325017 members 
Mstep: Class 21 contains 16519 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6803 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681072.000000 Penalty: 91179.304688
Iteration 228Q: 28 clusters Score -9.268107e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41381 members 
Mstep: Class 11 contains 13066 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66851 members 
Mstep: Class 14 contains 34031 members 
Mstep: Class 15 contains 158059 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56485 members 
Mstep: Class 19 contains 31679 members 
Mstep: Class 20 contains 325020 members 
Mstep: Class 21 contains 16521 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6803 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16183 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681088.000000 Penalty: 91179.304688
Iteration 229Q: 28 clusters Score -9.268109e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22153 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41381 members 
Mstep: Class 11 contains 13064 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66852 members 
Mstep: Class 14 contains 34036 members 
Mstep: Class 15 contains 158039 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56500 members 
Mstep: Class 19 contains 31682 members 
Mstep: Class 20 contains 325019 members 
Mstep: Class 21 contains 16522 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6801 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16184 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681120.000000 Penalty: 91179.304688
Iteration 230Q: 28 clusters Score -9.268112e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5752 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22152 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41381 members 
Mstep: Class 11 contains 13063 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66851 members 
Mstep: Class 14 contains 34038 members 
Mstep: Class 15 contains 158026 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56514 members 
Mstep: Class 19 contains 31689 members 
Mstep: Class 20 contains 325011 members 
Mstep: Class 21 contains 16522 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6800 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16186 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681176.000000 Penalty: 91179.304688
Iteration 231Q: 28 clusters Score -9.268118e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41381 members 
Mstep: Class 11 contains 13062 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66854 members 
Mstep: Class 14 contains 34041 members 
Mstep: Class 15 contains 158012 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56524 members 
Mstep: Class 19 contains 31696 members 
Mstep: Class 20 contains 325004 members 
Mstep: Class 21 contains 16523 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6798 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16187 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681160.000000 Penalty: 91179.304688
Iteration 232Q: 28 clusters Score -9.268116e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22156 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41381 members 
Mstep: Class 11 contains 13061 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66855 members 
Mstep: Class 14 contains 34043 members 
Mstep: Class 15 contains 157997 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56530 members 
Mstep: Class 19 contains 31702 members 
Mstep: Class 20 contains 325004 members 
Mstep: Class 21 contains 16523 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6797 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16189 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681200.000000 Penalty: 91179.304688
Iteration 233Q: 28 clusters Score -9.26812e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22155 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41380 members 
Mstep: Class 11 contains 13062 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66855 members 
Mstep: Class 14 contains 34046 members 
Mstep: Class 15 contains 157979 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56538 members 
Mstep: Class 19 contains 31709 members 
Mstep: Class 20 contains 325003 members 
Mstep: Class 21 contains 16526 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6795 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16190 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681224.000000 Penalty: 91179.304688
Iteration 234Q: 28 clusters Score -9.268122e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41378 members 
Mstep: Class 11 contains 13063 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66856 members 
Mstep: Class 14 contains 34048 members 
Mstep: Class 15 contains 157962 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56545 members 
Mstep: Class 19 contains 31717 members 
Mstep: Class 20 contains 325004 members 
Mstep: Class 21 contains 16527 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6794 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16190 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681224.000000 Penalty: 91179.304688
Iteration 235Q: 28 clusters Score -9.268122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41378 members 
Mstep: Class 11 contains 13063 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66859 members 
Mstep: Class 14 contains 34047 members 
Mstep: Class 15 contains 157952 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56554 members 
Mstep: Class 19 contains 31719 members 
Mstep: Class 20 contains 325001 members 
Mstep: Class 21 contains 16527 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6793 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16191 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681208.000000 Penalty: 91179.304688
Iteration 236Q: 28 clusters Score -9.268121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41378 members 
Mstep: Class 11 contains 13063 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66859 members 
Mstep: Class 14 contains 34048 members 
Mstep: Class 15 contains 157941 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56555 members 
Mstep: Class 19 contains 31721 members 
Mstep: Class 20 contains 325007 members 
Mstep: Class 21 contains 16527 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16193 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681184.000000 Penalty: 91179.304688
Iteration 237Q: 28 clusters Score -9.268118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41377 members 
Mstep: Class 11 contains 13063 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66859 members 
Mstep: Class 14 contains 34051 members 
Mstep: Class 15 contains 157932 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56559 members 
Mstep: Class 19 contains 31722 members 
Mstep: Class 20 contains 325007 members 
Mstep: Class 21 contains 16528 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16194 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681232.000000 Penalty: 91179.304688
Iteration 238Q: 28 clusters Score -9.268123e+07 nChanged 27
Entering ConstructFrom: 
Score: -92681232.000000 Penalty: 91179.304688
Entering ConstructFrom: 
Trying to split cluster 1 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -44928.593750 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -44928.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43470.593750 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -43470.59 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43610.742188 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -43610.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43664.648438 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -43664.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43689.125000 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -43689.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43699.878906 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -43699.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43711.957031 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -43711.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43715.160156 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -43715.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43715.160156 Penalty: 3007.637451
	Iteration 7F: 3 clusters Score -43715.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Entering Unmasked Estep 
Score: -492576.250000 Penalty: 2074.917480
	Iteration 0F: 2 clusters Score -492576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -488459.375000 Penalty: 4149.834961
	Iteration 0F: 3 clusters Score -488459.4 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -489385.468750 Penalty: 4149.834961
	Iteration 1F: 3 clusters Score -489385.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -489595.500000 Penalty: 4149.834961
	Iteration 2F: 3 clusters Score -489595.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -489713.000000 Penalty: 4149.834961
	Iteration 3Q: 3 clusters Score -489713 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -489814.125000 Penalty: 4149.834961
	Iteration 4Q: 3 clusters Score -489814.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -489907.375000 Penalty: 4149.834961
	Iteration 5Q: 3 clusters Score -489907.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -489987.375000 Penalty: 4149.834961
	Iteration 6Q: 3 clusters Score -489987.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -490052.656250 Penalty: 4149.834961
	Iteration 7Q: 3 clusters Score -490052.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -490122.500000 Penalty: 4149.834961
	Iteration 8Q: 3 clusters Score -490122.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -490195.062500 Penalty: 4149.834961
	Iteration 9Q: 3 clusters Score -490195.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -490277.250000 Penalty: 4149.834961
	Iteration 10Q: 3 clusters Score -490277.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -490391.406250 Penalty: 4149.834961
	Iteration 11Q: 3 clusters Score -490391.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -490559.093750 Penalty: 4149.834961
	Iteration 12Q: 3 clusters Score -490559.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -490857.125000 Penalty: 4149.834961
	Iteration 13Q: 3 clusters Score -490857.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -491309.312500 Penalty: 4149.834961
	Iteration 14F: 3 clusters Score -491309.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -491983.843750 Penalty: 4149.834961
	Iteration 15F: 3 clusters Score -491983.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -492744.593750 Penalty: 4149.834961
	Iteration 16F: 3 clusters Score -492744.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -493116.343750 Penalty: 4149.834961
	Iteration 17Q: 3 clusters Score -493116.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -493242.031250 Penalty: 4149.834961
	Iteration 18Q: 3 clusters Score -493242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -493293.656250 Penalty: 4149.834961
	Iteration 19Q: 3 clusters Score -493293.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -493330.562500 Penalty: 4149.834961
	Iteration 20F: 3 clusters Score -493330.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -493347.156250 Penalty: 4149.834961
	Iteration 21Q: 3 clusters Score -493347.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -493366.625000 Penalty: 4149.834961
	Iteration 22Q: 3 clusters Score -493366.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -493380.000000 Penalty: 4149.834961
	Iteration 23Q: 3 clusters Score -493380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -493389.343750 Penalty: 4149.834961
	Iteration 24Q: 3 clusters Score -493389.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -493395.468750 Penalty: 4149.834961
	Iteration 25Q: 3 clusters Score -493395.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -493397.687500 Penalty: 4149.834961
	Iteration 26Q: 3 clusters Score -493397.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -493401.187500 Penalty: 4149.834961
	Iteration 27Q: 3 clusters Score -493401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -493402.250000 Penalty: 4149.834961
	Iteration 28Q: 3 clusters Score -493402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -493403.656250 Penalty: 4149.834961
	Iteration 29Q: 3 clusters Score -493403.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -493404.531250 Penalty: 4149.834961
	Iteration 30Q: 3 clusters Score -493404.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -493405.062500 Penalty: 4149.834961
	Iteration 31Q: 3 clusters Score -493405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -493405.062500 Penalty: 4149.834961
	Iteration 32F: 3 clusters Score -493405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2294 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41375 members 
Mstep: Class 11 contains 13063 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66859 members 
Mstep: Class 14 contains 34053 members 
Mstep: Class 15 contains 157925 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56562 members 
Mstep: Class 19 contains 31726 members 
Mstep: Class 20 contains 325007 members 
Mstep: Class 21 contains 16528 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16194 members 
Mstep: Class 27 contains 432 members 
Mstep: Class 28 contains 2007 members 
Entering Unmasked Estep 
Score: -92680672.000000 Penalty: 94556.320312
Splitting cluster 2 changes total score from -92681232.000000 to -92680672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -112017.937500 Penalty: 1717.791138
	Iteration 0F: 2 clusters Score -112017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -110029.632812 Penalty: 3435.582275
	Iteration 0F: 3 clusters Score -110029.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110318.484375 Penalty: 3435.582275
	Iteration 1F: 3 clusters Score -110318.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -110410.843750 Penalty: 3435.582275
	Iteration 2F: 3 clusters Score -110410.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -110449.859375 Penalty: 3435.582275
	Iteration 3Q: 3 clusters Score -110449.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -110474.531250 Penalty: 3435.582275
	Iteration 4Q: 3 clusters Score -110474.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -110495.593750 Penalty: 3435.582275
	Iteration 5Q: 3 clusters Score -110495.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110511.250000 Penalty: 3435.582275
	Iteration 6Q: 3 clusters Score -110511.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110521.851562 Penalty: 3435.582275
	Iteration 7Q: 3 clusters Score -110521.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -110533.164062 Penalty: 3435.582275
	Iteration 8Q: 3 clusters Score -110533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -110537.890625 Penalty: 3435.582275
	Iteration 9Q: 3 clusters Score -110537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -110539.328125 Penalty: 3435.582275
	Iteration 10Q: 3 clusters Score -110539.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -110539.328125 Penalty: 3435.582275
	Iteration 11F: 3 clusters Score -110539.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -25938.025391 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -25938.03 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 132 members 
Entering Unmasked Estep 
Score: -24703.855469 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -24703.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24797.810547 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -24797.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24807.406250 Penalty: 2746.517822
	Iteration 2Q: 3 clusters Score -24807.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24807.406250 Penalty: 2746.517822
	Iteration 3F: 3 clusters Score -24807.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Entering Unmasked Estep 
Score: -653154.062500 Penalty: 2146.795410
	Iteration 0F: 2 clusters Score -653154.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -648166.062500 Penalty: 4293.590820
	Iteration 0F: 3 clusters Score -648166.1 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -649389.187500 Penalty: 4293.590820
	Iteration 1F: 3 clusters Score -649389.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -649596.187500 Penalty: 4293.590820
	Iteration 2F: 3 clusters Score -649596.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -649722.312500 Penalty: 4293.590820
	Iteration 3Q: 3 clusters Score -649722.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -649810.875000 Penalty: 4293.590820
	Iteration 4Q: 3 clusters Score -649810.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -649867.625000 Penalty: 4293.590820
	Iteration 5Q: 3 clusters Score -649867.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -649908.750000 Penalty: 4293.590820
	Iteration 6Q: 3 clusters Score -649908.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -649949.500000 Penalty: 4293.590820
	Iteration 7Q: 3 clusters Score -649949.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -649994.250000 Penalty: 4293.590820
	Iteration 8Q: 3 clusters Score -649994.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -650038.937500 Penalty: 4293.590820
	Iteration 9Q: 3 clusters Score -650038.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -650079.000000 Penalty: 4293.590820
	Iteration 10Q: 3 clusters Score -650079 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -650119.437500 Penalty: 4293.590820
	Iteration 11Q: 3 clusters Score -650119.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -650174.562500 Penalty: 4293.590820
	Iteration 12Q: 3 clusters Score -650174.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -650230.437500 Penalty: 4293.590820
	Iteration 13Q: 3 clusters Score -650230.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -650283.937500 Penalty: 4293.590820
	Iteration 14Q: 3 clusters Score -650283.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -650347.750000 Penalty: 4293.590820
	Iteration 15Q: 3 clusters Score -650347.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -650416.062500 Penalty: 4293.590820
	Iteration 16Q: 3 clusters Score -650416.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -650498.500000 Penalty: 4293.590820
	Iteration 17Q: 3 clusters Score -650498.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -650583.250000 Penalty: 4293.590820
	Iteration 18Q: 3 clusters Score -650583.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -650673.500000 Penalty: 4293.590820
	Iteration 19Q: 3 clusters Score -650673.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -650762.437500 Penalty: 4293.590820
	Iteration 20F: 3 clusters Score -650762.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -650847.562500 Penalty: 4293.590820
	Iteration 21Q: 3 clusters Score -650847.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -650925.250000 Penalty: 4293.590820
	Iteration 22Q: 3 clusters Score -650925.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -651002.687500 Penalty: 4293.590820
	Iteration 23Q: 3 clusters Score -651002.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -651064.000000 Penalty: 4293.590820
	Iteration 24Q: 3 clusters Score -651064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -651108.312500 Penalty: 4293.590820
	Iteration 25Q: 3 clusters Score -651108.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -651149.000000 Penalty: 4293.590820
	Iteration 26Q: 3 clusters Score -651149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -651172.937500 Penalty: 4293.590820
	Iteration 27Q: 3 clusters Score -651172.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -651186.750000 Penalty: 4293.590820
	Iteration 28Q: 3 clusters Score -651186.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -651196.625000 Penalty: 4293.590820
	Iteration 29Q: 3 clusters Score -651196.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -651208.750000 Penalty: 4293.590820
	Iteration 30Q: 3 clusters Score -651208.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -651221.062500 Penalty: 4293.590820
	Iteration 31Q: 3 clusters Score -651221.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -651228.562500 Penalty: 4293.590820
	Iteration 32Q: 3 clusters Score -651228.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -651237.625000 Penalty: 4293.590820
	Iteration 33Q: 3 clusters Score -651237.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -651246.437500 Penalty: 4293.590820
	Iteration 34Q: 3 clusters Score -651246.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -651249.750000 Penalty: 4293.590820
	Iteration 35Q: 3 clusters Score -651249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -651254.500000 Penalty: 4293.590820
	Iteration 36Q: 3 clusters Score -651254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -651256.375000 Penalty: 4293.590820
	Iteration 37Q: 3 clusters Score -651256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -651258.375000 Penalty: 4293.590820
	Iteration 38Q: 3 clusters Score -651258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -651261.062500 Penalty: 4293.590820
	Iteration 39Q: 3 clusters Score -651261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -651260.375000 Penalty: 4293.590820
	Iteration 40F: 3 clusters Score -651260.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -326284.906250 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -326284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -323094.437500 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -323094.4 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -323680.687500 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -323680.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -323834.406250 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -323834.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -323930.187500 Penalty: 3940.468262
	Iteration 3F: 3 clusters Score -323930.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -323980.968750 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -323981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -323997.250000 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -323997.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -324013.531250 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -324013.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -324033.937500 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -324033.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -324051.468750 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -324051.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -324063.468750 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -324063.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -324075.281250 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -324075.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -324086.531250 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -324086.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -324091.781250 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -324091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -324095.937500 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -324095.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -324100.281250 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -324100.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -324104.093750 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -324104.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -324110.312500 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -324110.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -324112.093750 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -324112.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -324114.218750 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -324114.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -324116.531250 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -324116.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -324120.343750 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -324120.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -324121.750000 Penalty: 3940.468262
	Iteration 21Q: 3 clusters Score -324121.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -324123.843750 Penalty: 3940.468262
	Iteration 22Q: 3 clusters Score -324123.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -324129.093750 Penalty: 3940.468262
	Iteration 23Q: 3 clusters Score -324129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -324131.343750 Penalty: 3940.468262
	Iteration 24Q: 3 clusters Score -324131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -324134.656250 Penalty: 3940.468262
	Iteration 25Q: 3 clusters Score -324134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -324136.218750 Penalty: 3940.468262
	Iteration 26Q: 3 clusters Score -324136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -324138.093750 Penalty: 3940.468262
	Iteration 27Q: 3 clusters Score -324138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -324138.281250 Penalty: 3940.468262
	Iteration 28Q: 3 clusters Score -324138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -324139.781250 Penalty: 3940.468262
	Iteration 29Q: 3 clusters Score -324139.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -324140.781250 Penalty: 3940.468262
	Iteration 30Q: 3 clusters Score -324140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -324142.187500 Penalty: 3940.468262
	Iteration 31Q: 3 clusters Score -324142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -324143.406250 Penalty: 3940.468262
	Iteration 32Q: 3 clusters Score -324143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -324143.468750 Penalty: 3940.468262
	Iteration 33Q: 3 clusters Score -324143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -324144.093750 Penalty: 3940.468262
	Iteration 34Q: 3 clusters Score -324144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -324144.093750 Penalty: 3940.468262
	Iteration 35F: 3 clusters Score -324144.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -83982.085938 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -83982.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82193.820312 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -82193.82 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82565.031250 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -82565.03 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82757.867188 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -82757.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82893.625000 Penalty: 3330.830322
	Iteration 3F: 3 clusters Score -82893.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83005.101562 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -83005.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83095.109375 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -83095.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -83164.492188 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -83164.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83216.617188 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -83216.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83294.101562 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -83294.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83355.078125 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -83355.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83398.210938 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -83398.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -83444.726562 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -83444.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83478.406250 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -83478.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83518.765625 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -83518.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83556.515625 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -83556.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83589.898438 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -83589.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83655.179688 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -83655.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83725.507812 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -83725.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83885.757812 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -83885.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -84204.976562 Penalty: 3330.830322
	Iteration 19Q: 3 clusters Score -84204.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -84355.125000 Penalty: 3330.830322
	Iteration 20F: 3 clusters Score -84355.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84359.046875 Penalty: 3330.830322
	Iteration 21Q: 3 clusters Score -84359.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84359.046875 Penalty: 3330.830322
	Iteration 22F: 3 clusters Score -84359.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 529 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41375 members 
Mstep: Class 11 contains 13063 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66859 members 
Mstep: Class 14 contains 34053 members 
Mstep: Class 15 contains 157925 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56562 members 
Mstep: Class 19 contains 31726 members 
Mstep: Class 20 contains 325007 members 
Mstep: Class 21 contains 16528 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16194 members 
Mstep: Class 27 contains 432 members 
Mstep: Class 28 contains 296 members 
Entering Unmasked Estep 
Score: -92679832.000000 Penalty: 94556.320312
Splitting cluster 7 changes total score from -92681232.000000 to -92679832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (22154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Entering Unmasked Estep 
Score: -2598068.750000 Penalty: 2481.431885
	Iteration 0F: 2 clusters Score -2598069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2582563.750000 Penalty: 4962.863770
	Iteration 0F: 3 clusters Score -2582564 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2587760.500000 Penalty: 4962.863770
	Iteration 1F: 3 clusters Score -2587760 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2588173.750000 Penalty: 4962.863770
	Iteration 2Q: 3 clusters Score -2588174 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2588565.500000 Penalty: 4962.863770
	Iteration 3Q: 3 clusters Score -2588566 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2588992.500000 Penalty: 4962.863770
	Iteration 4Q: 3 clusters Score -2588992 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2589484.750000 Penalty: 4962.863770
	Iteration 5Q: 3 clusters Score -2589485 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2590041.750000 Penalty: 4962.863770
	Iteration 6Q: 3 clusters Score -2590042 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2590759.750000 Penalty: 4962.863770
	Iteration 7Q: 3 clusters Score -2590760 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2591639.000000 Penalty: 4962.863770
	Iteration 8F: 3 clusters Score -2591639 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2592644.750000 Penalty: 4962.863770
	Iteration 9F: 3 clusters Score -2592645 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2593703.250000 Penalty: 4962.863770
	Iteration 10F: 3 clusters Score -2593703 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2594598.000000 Penalty: 4962.863770
	Iteration 11F: 3 clusters Score -2594598 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2595215.250000 Penalty: 4962.863770
	Iteration 12Q: 3 clusters Score -2595215 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2595660.000000 Penalty: 4962.863770
	Iteration 13Q: 3 clusters Score -2595660 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2595990.500000 Penalty: 4962.863770
	Iteration 14Q: 3 clusters Score -2595990 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2596250.500000 Penalty: 4962.863770
	Iteration 15Q: 3 clusters Score -2596250 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2596423.000000 Penalty: 4962.863770
	Iteration 16Q: 3 clusters Score -2596423 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2596521.750000 Penalty: 4962.863770
	Iteration 17Q: 3 clusters Score -2596522 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2596579.000000 Penalty: 4962.863770
	Iteration 18Q: 3 clusters Score -2596579 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2596612.250000 Penalty: 4962.863770
	Iteration 19Q: 3 clusters Score -2596612 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2596640.250000 Penalty: 4962.863770
	Iteration 20F: 3 clusters Score -2596640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2596644.500000 Penalty: 4962.863770
	Iteration 21Q: 3 clusters Score -2596644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2596671.000000 Penalty: 4962.863770
	Iteration 22Q: 3 clusters Score -2596671 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2596678.000000 Penalty: 4962.863770
	Iteration 23Q: 3 clusters Score -2596678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2596673.750000 Penalty: 4962.863770
	Iteration 24Q: 3 clusters Score -2596674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2596678.000000 Penalty: 4962.863770
	Iteration 25Q: 3 clusters Score -2596678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2596681.000000 Penalty: 4962.863770
	Iteration 26Q: 3 clusters Score -2596681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2596694.000000 Penalty: 4962.863770
	Iteration 27Q: 3 clusters Score -2596694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2596694.500000 Penalty: 4962.863770
	Iteration 28Q: 3 clusters Score -2596694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2596689.250000 Penalty: 4962.863770
	Iteration 29Q: 3 clusters Score -2596689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2596700.750000 Penalty: 4962.863770
	Iteration 30Q: 3 clusters Score -2596701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2596701.750000 Penalty: 4962.863770
	Iteration 31Q: 3 clusters Score -2596702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2596707.000000 Penalty: 4962.863770
	Iteration 32Q: 3 clusters Score -2596707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2596703.250000 Penalty: 4962.863770
	Iteration 33Q: 3 clusters Score -2596703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2596703.250000 Penalty: 4962.863770
	Iteration 34Q: 3 clusters Score -2596703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2596712.250000 Penalty: 4962.863770
	Iteration 35Q: 3 clusters Score -2596712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2596715.000000 Penalty: 4962.863770
	Iteration 36Q: 3 clusters Score -2596715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2596717.000000 Penalty: 4962.863770
	Iteration 37Q: 3 clusters Score -2596717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2596712.500000 Penalty: 4962.863770
	Iteration 38Q: 3 clusters Score -2596712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2596715.000000 Penalty: 4962.863770
	Iteration 39Q: 3 clusters Score -2596715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2596717.000000 Penalty: 4962.863770
	Iteration 40F: 3 clusters Score -2596717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2596713.750000 Penalty: 4962.863770
	Iteration 41Q: 3 clusters Score -2596714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2596714.000000 Penalty: 4962.863770
	Iteration 42Q: 3 clusters Score -2596714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2596715.250000 Penalty: 4962.863770
	Iteration 43Q: 3 clusters Score -2596715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2596717.500000 Penalty: 4962.863770
	Iteration 44Q: 3 clusters Score -2596718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2596717.000000 Penalty: 4962.863770
	Iteration 45Q: 3 clusters Score -2596717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2596720.000000 Penalty: 4962.863770
	Iteration 46Q: 3 clusters Score -2596720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2596714.250000 Penalty: 4962.863770
	Iteration 47Q: 3 clusters Score -2596714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2596715.250000 Penalty: 4962.863770
	Iteration 48Q: 3 clusters Score -2596715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2596719.250000 Penalty: 4962.863770
	Iteration 49Q: 3 clusters Score -2596719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2596721.750000 Penalty: 4962.863770
	Iteration 50Q: 3 clusters Score -2596722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2596721.750000 Penalty: 4962.863770
	Iteration 51F: 3 clusters Score -2596722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -55634.347656 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -55634.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -54179.964844 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -54179.96 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54451.535156 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -54451.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54540.789062 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -54540.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54605.429688 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -54605.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54653.031250 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -54653.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54711.386719 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -54711.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54794.828125 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -54794.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54957.644531 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -54957.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55035.355469 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -55035.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55094.359375 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -55094.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -55167.894531 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -55167.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -55230.613281 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -55230.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -55258.285156 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -55258.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -55264.082031 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -55264.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -55283.484375 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -55283.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -55297.691406 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -55297.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -55297.691406 Penalty: 3120.618408
	Iteration 16F: 3 clusters Score -55297.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Entering Unmasked Estep 
Score: -4664803.000000 Penalty: 2636.347168
	Iteration 0F: 2 clusters Score -4664803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4636803.000000 Penalty: 5272.694336
	Iteration 0F: 3 clusters Score -4636803 nChanged 19014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -4647330.000000 Penalty: 5272.694336
	Iteration 1F: 3 clusters Score -4647330 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4647948.000000 Penalty: 5272.694336
	Iteration 2Q: 3 clusters Score -4647948 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4648550.500000 Penalty: 5272.694336
	Iteration 3Q: 3 clusters Score -4648550 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -4649229.500000 Penalty: 5272.694336
	Iteration 4Q: 3 clusters Score -4649230 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4649881.000000 Penalty: 5272.694336
	Iteration 5Q: 3 clusters Score -4649881 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4650618.000000 Penalty: 5272.694336
	Iteration 6Q: 3 clusters Score -4650618 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4651402.000000 Penalty: 5272.694336
	Iteration 7Q: 3 clusters Score -4651402 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -4652285.000000 Penalty: 5272.694336
	Iteration 8Q: 3 clusters Score -4652285 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4653287.500000 Penalty: 5272.694336
	Iteration 9Q: 3 clusters Score -4653288 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4654441.000000 Penalty: 5272.694336
	Iteration 10Q: 3 clusters Score -4654441 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -4655546.000000 Penalty: 5272.694336
	Iteration 11Q: 3 clusters Score -4655546 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -4656488.000000 Penalty: 5272.694336
	Iteration 12Q: 3 clusters Score -4656488 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -4657320.500000 Penalty: 5272.694336
	Iteration 13Q: 3 clusters Score -4657320 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -4657977.500000 Penalty: 5272.694336
	Iteration 14Q: 3 clusters Score -4657978 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -4658495.500000 Penalty: 5272.694336
	Iteration 15Q: 3 clusters Score -4658496 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -4659033.000000 Penalty: 5272.694336
	Iteration 16Q: 3 clusters Score -4659033 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -4659547.000000 Penalty: 5272.694336
	Iteration 17Q: 3 clusters Score -4659547 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -4660036.000000 Penalty: 5272.694336
	Iteration 18Q: 3 clusters Score -4660036 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4660494.500000 Penalty: 5272.694336
	Iteration 19Q: 3 clusters Score -4660494 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4660874.000000 Penalty: 5272.694336
	Iteration 20F: 3 clusters Score -4660874 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4661196.500000 Penalty: 5272.694336
	Iteration 21Q: 3 clusters Score -4661196 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4661446.500000 Penalty: 5272.694336
	Iteration 22Q: 3 clusters Score -4661446 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4661631.500000 Penalty: 5272.694336
	Iteration 23Q: 3 clusters Score -4661632 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4661786.500000 Penalty: 5272.694336
	Iteration 24Q: 3 clusters Score -4661786 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4661902.500000 Penalty: 5272.694336
	Iteration 25Q: 3 clusters Score -4661902 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4662020.000000 Penalty: 5272.694336
	Iteration 26Q: 3 clusters Score -4662020 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4662085.500000 Penalty: 5272.694336
	Iteration 27Q: 3 clusters Score -4662086 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4662169.500000 Penalty: 5272.694336
	Iteration 28Q: 3 clusters Score -4662170 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4662226.500000 Penalty: 5272.694336
	Iteration 29Q: 3 clusters Score -4662226 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4662280.500000 Penalty: 5272.694336
	Iteration 30Q: 3 clusters Score -4662280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4662317.000000 Penalty: 5272.694336
	Iteration 31Q: 3 clusters Score -4662317 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4662354.000000 Penalty: 5272.694336
	Iteration 32Q: 3 clusters Score -4662354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4662391.000000 Penalty: 5272.694336
	Iteration 33Q: 3 clusters Score -4662391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4662420.500000 Penalty: 5272.694336
	Iteration 34Q: 3 clusters Score -4662420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4662448.500000 Penalty: 5272.694336
	Iteration 35Q: 3 clusters Score -4662448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4662466.500000 Penalty: 5272.694336
	Iteration 36Q: 3 clusters Score -4662466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4662496.500000 Penalty: 5272.694336
	Iteration 37Q: 3 clusters Score -4662496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4662506.500000 Penalty: 5272.694336
	Iteration 38Q: 3 clusters Score -4662506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4662527.500000 Penalty: 5272.694336
	Iteration 39Q: 3 clusters Score -4662528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4662537.000000 Penalty: 5272.694336
	Iteration 40F: 3 clusters Score -4662537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4662546.500000 Penalty: 5272.694336
	Iteration 41Q: 3 clusters Score -4662546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4662552.000000 Penalty: 5272.694336
	Iteration 42Q: 3 clusters Score -4662552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4662554.500000 Penalty: 5272.694336
	Iteration 43Q: 3 clusters Score -4662554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4662556.500000 Penalty: 5272.694336
	Iteration 44Q: 3 clusters Score -4662556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4662556.500000 Penalty: 5272.694336
	Iteration 45F: 3 clusters Score -4662556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Entering Unmasked Estep 
Score: -1411156.375000 Penalty: 2350.429688
	Iteration 0F: 2 clusters Score -1411156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1401542.750000 Penalty: 4700.859375
	Iteration 0F: 3 clusters Score -1401543 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1404420.125000 Penalty: 4700.859375
	Iteration 1F: 3 clusters Score -1404420 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1404744.125000 Penalty: 4700.859375
	Iteration 2F: 3 clusters Score -1404744 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1404980.000000 Penalty: 4700.859375
	Iteration 3Q: 3 clusters Score -1404980 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1405147.875000 Penalty: 4700.859375
	Iteration 4Q: 3 clusters Score -1405148 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1405276.875000 Penalty: 4700.859375
	Iteration 5Q: 3 clusters Score -1405277 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1405387.875000 Penalty: 4700.859375
	Iteration 6Q: 3 clusters Score -1405388 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1405479.750000 Penalty: 4700.859375
	Iteration 7Q: 3 clusters Score -1405480 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1405580.250000 Penalty: 4700.859375
	Iteration 8Q: 3 clusters Score -1405580 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1405668.375000 Penalty: 4700.859375
	Iteration 9Q: 3 clusters Score -1405668 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1405786.125000 Penalty: 4700.859375
	Iteration 10Q: 3 clusters Score -1405786 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1405920.875000 Penalty: 4700.859375
	Iteration 11Q: 3 clusters Score -1405921 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1406098.750000 Penalty: 4700.859375
	Iteration 12Q: 3 clusters Score -1406099 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1406361.625000 Penalty: 4700.859375
	Iteration 13Q: 3 clusters Score -1406362 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1406692.500000 Penalty: 4700.859375
	Iteration 14Q: 3 clusters Score -1406692 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1407101.500000 Penalty: 4700.859375
	Iteration 15Q: 3 clusters Score -1407102 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1407581.000000 Penalty: 4700.859375
	Iteration 16Q: 3 clusters Score -1407581 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1408058.000000 Penalty: 4700.859375
	Iteration 17Q: 3 clusters Score -1408058 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1408452.375000 Penalty: 4700.859375
	Iteration 18Q: 3 clusters Score -1408452 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1408702.250000 Penalty: 4700.859375
	Iteration 19Q: 3 clusters Score -1408702 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1408874.750000 Penalty: 4700.859375
	Iteration 20F: 3 clusters Score -1408875 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1408998.500000 Penalty: 4700.859375
	Iteration 21Q: 3 clusters Score -1408998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1409075.375000 Penalty: 4700.859375
	Iteration 22Q: 3 clusters Score -1409075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1409109.625000 Penalty: 4700.859375
	Iteration 23Q: 3 clusters Score -1409110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1409139.375000 Penalty: 4700.859375
	Iteration 24Q: 3 clusters Score -1409139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1409164.625000 Penalty: 4700.859375
	Iteration 25Q: 3 clusters Score -1409165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1409176.125000 Penalty: 4700.859375
	Iteration 26Q: 3 clusters Score -1409176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1409187.000000 Penalty: 4700.859375
	Iteration 27Q: 3 clusters Score -1409187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1409194.375000 Penalty: 4700.859375
	Iteration 28Q: 3 clusters Score -1409194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1409202.625000 Penalty: 4700.859375
	Iteration 29Q: 3 clusters Score -1409203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1409204.125000 Penalty: 4700.859375
	Iteration 30Q: 3 clusters Score -1409204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1409204.125000 Penalty: 4700.859375
	Iteration 31F: 3 clusters Score -1409204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -31029.970703 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -31029.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29770.582031 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -29770.58 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29951.115234 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -29951.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30094.705078 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -30094.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30232.710938 Penalty: 2894.066162
	Iteration 3F: 3 clusters Score -30232.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30323.230469 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -30323.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30442.587891 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -30442.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30483.023438 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -30483.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30569.017578 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -30569.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30595.486328 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -30595.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30595.486328 Penalty: 2894.066162
	Iteration 9F: 3 clusters Score -30595.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Entering Unmasked Estep 
Score: -7752061.500000 Penalty: 2755.364502
	Iteration 0F: 2 clusters Score -7752062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -7707087.000000 Penalty: 5510.729004
	Iteration 0F: 3 clusters Score -7707087 nChanged 31284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -7724986.500000 Penalty: 5510.729004
	Iteration 1F: 3 clusters Score -7724986 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -7725836.000000 Penalty: 5510.729004
	Iteration 2Q: 3 clusters Score -7725836 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -7726941.500000 Penalty: 5510.729004
	Iteration 3Q: 3 clusters Score -7726942 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -7728361.500000 Penalty: 5510.729004
	Iteration 4Q: 3 clusters Score -7728362 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -7730197.000000 Penalty: 5510.729004
	Iteration 5F: 3 clusters Score -7730197 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -7732612.500000 Penalty: 5510.729004
	Iteration 6F: 3 clusters Score -7732612 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -7735568.500000 Penalty: 5510.729004
	Iteration 7F: 3 clusters Score -7735568 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -7738806.500000 Penalty: 5510.729004
	Iteration 8F: 3 clusters Score -7738806 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -7741956.500000 Penalty: 5510.729004
	Iteration 9F: 3 clusters Score -7741956 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -7744455.000000 Penalty: 5510.729004
	Iteration 10Q: 3 clusters Score -7744455 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -7746344.500000 Penalty: 5510.729004
	Iteration 11Q: 3 clusters Score -7746344 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -7747622.500000 Penalty: 5510.729004
	Iteration 12Q: 3 clusters Score -7747622 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -7748408.500000 Penalty: 5510.729004
	Iteration 13Q: 3 clusters Score -7748408 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -7748913.500000 Penalty: 5510.729004
	Iteration 14Q: 3 clusters Score -7748914 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -7749202.000000 Penalty: 5510.729004
	Iteration 15Q: 3 clusters Score -7749202 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -7749346.000000 Penalty: 5510.729004
	Iteration 16Q: 3 clusters Score -7749346 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -7749428.500000 Penalty: 5510.729004
	Iteration 17Q: 3 clusters Score -7749428 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -7749493.000000 Penalty: 5510.729004
	Iteration 18Q: 3 clusters Score -7749493 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -7749528.500000 Penalty: 5510.729004
	Iteration 19Q: 3 clusters Score -7749528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -7749547.000000 Penalty: 5510.729004
	Iteration 20F: 3 clusters Score -7749547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -7749564.000000 Penalty: 5510.729004
	Iteration 21Q: 3 clusters Score -7749564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -7749577.500000 Penalty: 5510.729004
	Iteration 22Q: 3 clusters Score -7749578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -7749588.000000 Penalty: 5510.729004
	Iteration 23Q: 3 clusters Score -7749588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -7749604.000000 Penalty: 5510.729004
	Iteration 24Q: 3 clusters Score -7749604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -7749624.500000 Penalty: 5510.729004
	Iteration 25Q: 3 clusters Score -7749624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 66438 members 
Entering Unmasked Estep 
Score: -7749627.500000 Penalty: 5510.729004
	Iteration 26Q: 3 clusters Score -7749628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -7749644.000000 Penalty: 5510.729004
	Iteration 27Q: 3 clusters Score -7749644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -7749658.500000 Penalty: 5510.729004
	Iteration 28Q: 3 clusters Score -7749658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -7749660.500000 Penalty: 5510.729004
	Iteration 29Q: 3 clusters Score -7749660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -7749663.000000 Penalty: 5510.729004
	Iteration 30Q: 3 clusters Score -7749663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -7749666.000000 Penalty: 5510.729004
	Iteration 31Q: 3 clusters Score -7749666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -7749672.000000 Penalty: 5510.729004
	Iteration 32Q: 3 clusters Score -7749672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -7749665.000000 Penalty: 5510.729004
	Iteration 33Q: 3 clusters Score -7749665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -7749663.000000 Penalty: 5510.729004
	Iteration 34Q: 3 clusters Score -7749663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -7749666.000000 Penalty: 5510.729004
	Iteration 35Q: 3 clusters Score -7749666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -7749666.000000 Penalty: 5510.729004
	Iteration 36F: 3 clusters Score -7749666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Entering Unmasked Estep 
Score: -4004304.000000 Penalty: 2588.047119
	Iteration 0F: 2 clusters Score -4004304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -3981135.500000 Penalty: 5176.094238
	Iteration 0F: 3 clusters Score -3981136 nChanged 15411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -3989568.750000 Penalty: 5176.094238
	Iteration 1F: 3 clusters Score -3989569 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3990289.250000 Penalty: 5176.094238
	Iteration 2F: 3 clusters Score -3990289 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3991096.250000 Penalty: 5176.094238
	Iteration 3F: 3 clusters Score -3991096 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3992091.500000 Penalty: 5176.094238
	Iteration 4F: 3 clusters Score -3992092 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3993374.250000 Penalty: 5176.094238
	Iteration 5F: 3 clusters Score -3993374 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -3994863.250000 Penalty: 5176.094238
	Iteration 6F: 3 clusters Score -3994863 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3996481.250000 Penalty: 5176.094238
	Iteration 7F: 3 clusters Score -3996481 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3998041.000000 Penalty: 5176.094238
	Iteration 8F: 3 clusters Score -3998041 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3999317.250000 Penalty: 5176.094238
	Iteration 9Q: 3 clusters Score -3999317 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -4000205.250000 Penalty: 5176.094238
	Iteration 10Q: 3 clusters Score -4000205 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -4000822.000000 Penalty: 5176.094238
	Iteration 11Q: 3 clusters Score -4000822 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4001228.250000 Penalty: 5176.094238
	Iteration 12Q: 3 clusters Score -4001228 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -4001510.000000 Penalty: 5176.094238
	Iteration 13Q: 3 clusters Score -4001510 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -4001731.500000 Penalty: 5176.094238
	Iteration 14Q: 3 clusters Score -4001732 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -4001899.250000 Penalty: 5176.094238
	Iteration 15Q: 3 clusters Score -4001899 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4002030.000000 Penalty: 5176.094238
	Iteration 16Q: 3 clusters Score -4002030 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4002125.500000 Penalty: 5176.094238
	Iteration 17Q: 3 clusters Score -4002126 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -4002196.500000 Penalty: 5176.094238
	Iteration 18Q: 3 clusters Score -4002196 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -4002266.500000 Penalty: 5176.094238
	Iteration 19Q: 3 clusters Score -4002266 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4002321.500000 Penalty: 5176.094238
	Iteration 20F: 3 clusters Score -4002322 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -4002352.750000 Penalty: 5176.094238
	Iteration 21Q: 3 clusters Score -4002353 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -4002390.500000 Penalty: 5176.094238
	Iteration 22Q: 3 clusters Score -4002390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4002417.750000 Penalty: 5176.094238
	Iteration 23Q: 3 clusters Score -4002418 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -4002458.750000 Penalty: 5176.094238
	Iteration 24Q: 3 clusters Score -4002459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4002473.000000 Penalty: 5176.094238
	Iteration 25Q: 3 clusters Score -4002473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4002483.750000 Penalty: 5176.094238
	Iteration 26Q: 3 clusters Score -4002484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4002490.750000 Penalty: 5176.094238
	Iteration 27Q: 3 clusters Score -4002491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -4002495.750000 Penalty: 5176.094238
	Iteration 28Q: 3 clusters Score -4002496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -4002504.500000 Penalty: 5176.094238
	Iteration 29Q: 3 clusters Score -4002504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -4002520.500000 Penalty: 5176.094238
	Iteration 30Q: 3 clusters Score -4002520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -4002516.000000 Penalty: 5176.094238
	Iteration 31Q: 3 clusters Score -4002516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4002524.500000 Penalty: 5176.094238
	Iteration 32Q: 3 clusters Score -4002524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -4002520.000000 Penalty: 5176.094238
	Iteration 33Q: 3 clusters Score -4002520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -4002528.250000 Penalty: 5176.094238
	Iteration 34Q: 3 clusters Score -4002528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4002527.000000 Penalty: 5176.094238
	Iteration 35Q: 3 clusters Score -4002527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4002535.750000 Penalty: 5176.094238
	Iteration 36Q: 3 clusters Score -4002536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4002542.500000 Penalty: 5176.094238
	Iteration 37Q: 3 clusters Score -4002542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -4002552.000000 Penalty: 5176.094238
	Iteration 38Q: 3 clusters Score -4002552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -4002557.750000 Penalty: 5176.094238
	Iteration 39Q: 3 clusters Score -4002558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -4002563.750000 Penalty: 5176.094238
	Iteration 40F: 3 clusters Score -4002564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -4002563.500000 Penalty: 5176.094238
	Iteration 41Q: 3 clusters Score -4002564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -4002566.000000 Penalty: 5176.094238
	Iteration 42Q: 3 clusters Score -4002566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4002566.750000 Penalty: 5176.094238
	Iteration 43Q: 3 clusters Score -4002567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4002566.750000 Penalty: 5176.094238
	Iteration 44F: 3 clusters Score -4002567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157925 members 
Entering Unmasked Estep 
Score: -18363348.000000 Penalty: 2968.529053
	Iteration 0F: 2 clusters Score -1.836335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78910 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -18258016.000000 Penalty: 5937.058105
	Iteration 0F: 3 clusters Score -1.825802e+07 nChanged 75520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -18301760.000000 Penalty: 5937.058105
	Iteration 1F: 3 clusters Score -1.830176e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80270 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -18302688.000000 Penalty: 5937.058105
	Iteration 2Q: 3 clusters Score -1.830269e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Mstep: Class 2 contains 77327 members 
Entering Unmasked Estep 
Score: -18303588.000000 Penalty: 5937.058105
	Iteration 3Q: 3 clusters Score -1.830359e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -18304580.000000 Penalty: 5937.058105
	Iteration 4Q: 3 clusters Score -1.830458e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -18305902.000000 Penalty: 5937.058105
	Iteration 5Q: 3 clusters Score -1.83059e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 74973 members 
Entering Unmasked Estep 
Score: -18307516.000000 Penalty: 5937.058105
	Iteration 6Q: 3 clusters Score -1.830752e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 73464 members 
Entering Unmasked Estep 
Score: -18309750.000000 Penalty: 5937.058105
	Iteration 7Q: 3 clusters Score -1.830975e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 71357 members 
Entering Unmasked Estep 
Score: -18312610.000000 Penalty: 5937.058105
	Iteration 8Q: 3 clusters Score -1.831261e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89347 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -18316750.000000 Penalty: 5937.058105
	Iteration 9F: 3 clusters Score -1.831675e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -18322108.000000 Penalty: 5937.058105
	Iteration 10F: 3 clusters Score -1.832211e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96501 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -18328642.000000 Penalty: 5937.058105
	Iteration 11F: 3 clusters Score -1.832864e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99940 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -18334964.000000 Penalty: 5937.058105
	Iteration 12F: 3 clusters Score -1.833496e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102855 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -18338786.000000 Penalty: 5937.058105
	Iteration 13Q: 3 clusters Score -1.833879e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105540 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -18340816.000000 Penalty: 5937.058105
	Iteration 14Q: 3 clusters Score -1.834082e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108115 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -18342058.000000 Penalty: 5937.058105
	Iteration 15Q: 3 clusters Score -1.834206e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -18343290.000000 Penalty: 5937.058105
	Iteration 16Q: 3 clusters Score -1.834329e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113199 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -18344310.000000 Penalty: 5937.058105
	Iteration 17Q: 3 clusters Score -1.834431e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115759 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -18345422.000000 Penalty: 5937.058105
	Iteration 18Q: 3 clusters Score -1.834542e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118353 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -18346492.000000 Penalty: 5937.058105
	Iteration 19Q: 3 clusters Score -1.834649e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120842 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -18347548.000000 Penalty: 5937.058105
	Iteration 20F: 3 clusters Score -1.834755e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123179 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -18348698.000000 Penalty: 5937.058105
	Iteration 21Q: 3 clusters Score -1.83487e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125542 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -18349706.000000 Penalty: 5937.058105
	Iteration 22Q: 3 clusters Score -1.834971e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127897 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -18350852.000000 Penalty: 5937.058105
	Iteration 23Q: 3 clusters Score -1.835085e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130129 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -18351942.000000 Penalty: 5937.058105
	Iteration 24Q: 3 clusters Score -1.835194e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132264 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -18352916.000000 Penalty: 5937.058105
	Iteration 25Q: 3 clusters Score -1.835292e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134305 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -18353842.000000 Penalty: 5937.058105
	Iteration 26Q: 3 clusters Score -1.835384e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136206 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -18354600.000000 Penalty: 5937.058105
	Iteration 27Q: 3 clusters Score -1.83546e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137980 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -18355326.000000 Penalty: 5937.058105
	Iteration 28Q: 3 clusters Score -1.835533e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139712 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -18356044.000000 Penalty: 5937.058105
	Iteration 29Q: 3 clusters Score -1.835604e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141308 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -18356594.000000 Penalty: 5937.058105
	Iteration 30Q: 3 clusters Score -1.835659e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142784 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -18357136.000000 Penalty: 5937.058105
	Iteration 31Q: 3 clusters Score -1.835714e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144139 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -18357610.000000 Penalty: 5937.058105
	Iteration 32Q: 3 clusters Score -1.835761e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -18358112.000000 Penalty: 5937.058105
	Iteration 33Q: 3 clusters Score -1.835811e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146536 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -18358548.000000 Penalty: 5937.058105
	Iteration 34Q: 3 clusters Score -1.835855e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147544 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -18358862.000000 Penalty: 5937.058105
	Iteration 35Q: 3 clusters Score -1.835886e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148430 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -18359112.000000 Penalty: 5937.058105
	Iteration 36Q: 3 clusters Score -1.835911e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149209 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -18359396.000000 Penalty: 5937.058105
	Iteration 37Q: 3 clusters Score -1.83594e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149915 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -18359590.000000 Penalty: 5937.058105
	Iteration 38Q: 3 clusters Score -1.835959e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150554 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -18359786.000000 Penalty: 5937.058105
	Iteration 39Q: 3 clusters Score -1.835979e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151149 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -18359938.000000 Penalty: 5937.058105
	Iteration 40F: 3 clusters Score -1.835994e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151691 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -18360184.000000 Penalty: 5937.058105
	Iteration 41Q: 3 clusters Score -1.836018e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152196 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -18360334.000000 Penalty: 5937.058105
	Iteration 42Q: 3 clusters Score -1.836033e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152633 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -18360506.000000 Penalty: 5937.058105
	Iteration 43Q: 3 clusters Score -1.836051e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152991 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -18360618.000000 Penalty: 5937.058105
	Iteration 44Q: 3 clusters Score -1.836062e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153355 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -18360780.000000 Penalty: 5937.058105
	Iteration 45Q: 3 clusters Score -1.836078e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153699 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -18360906.000000 Penalty: 5937.058105
	Iteration 46Q: 3 clusters Score -1.836091e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153996 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -18361048.000000 Penalty: 5937.058105
	Iteration 47Q: 3 clusters Score -1.836105e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154252 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -18361186.000000 Penalty: 5937.058105
	Iteration 48Q: 3 clusters Score -1.836119e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154481 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -18361318.000000 Penalty: 5937.058105
	Iteration 49Q: 3 clusters Score -1.836132e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154688 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -18361394.000000 Penalty: 5937.058105
	Iteration 50Q: 3 clusters Score -1.836139e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -18361416.000000 Penalty: 5937.058105
	Iteration 51Q: 3 clusters Score -1.836142e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155003 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -18361510.000000 Penalty: 5937.058105
	Iteration 52Q: 3 clusters Score -1.836151e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155114 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -18361544.000000 Penalty: 5937.058105
	Iteration 53Q: 3 clusters Score -1.836154e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -18361586.000000 Penalty: 5937.058105
	Iteration 54Q: 3 clusters Score -1.836159e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155270 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -18361608.000000 Penalty: 5937.058105
	Iteration 55Q: 3 clusters Score -1.836161e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155337 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -18361594.000000 Penalty: 5937.058105
	Iteration 56Q: 3 clusters Score -1.836159e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155394 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -18361604.000000 Penalty: 5937.058105
	Iteration 57Q: 3 clusters Score -1.83616e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155432 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -18361624.000000 Penalty: 5937.058105
	Iteration 58Q: 3 clusters Score -1.836162e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155458 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -18361606.000000 Penalty: 5937.058105
	Iteration 59Q: 3 clusters Score -1.836161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155477 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -18361596.000000 Penalty: 5937.058105
	Iteration 60F: 3 clusters Score -1.83616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155494 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -18361604.000000 Penalty: 5937.058105
	Iteration 61Q: 3 clusters Score -1.83616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155507 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -18361596.000000 Penalty: 5937.058105
	Iteration 62Q: 3 clusters Score -1.83616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155521 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -18361626.000000 Penalty: 5937.058105
	Iteration 63Q: 3 clusters Score -1.836163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155530 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -18361622.000000 Penalty: 5937.058105
	Iteration 64Q: 3 clusters Score -1.836162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155539 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -18361598.000000 Penalty: 5937.058105
	Iteration 65Q: 3 clusters Score -1.83616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -18361612.000000 Penalty: 5937.058105
	Iteration 66Q: 3 clusters Score -1.836161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155557 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -18361594.000000 Penalty: 5937.058105
	Iteration 67Q: 3 clusters Score -1.836159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155561 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -18361598.000000 Penalty: 5937.058105
	Iteration 68Q: 3 clusters Score -1.83616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155562 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -18361596.000000 Penalty: 5937.058105
	Iteration 69Q: 3 clusters Score -1.83616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155567 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -18361598.000000 Penalty: 5937.058105
	Iteration 70Q: 3 clusters Score -1.83616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155572 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -18361598.000000 Penalty: 5937.058105
	Iteration 71Q: 3 clusters Score -1.83616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155574 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -18361592.000000 Penalty: 5937.058105
	Iteration 72Q: 3 clusters Score -1.836159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155577 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -18361588.000000 Penalty: 5937.058105
	Iteration 73Q: 3 clusters Score -1.836159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155582 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -18361582.000000 Penalty: 5937.058105
	Iteration 74Q: 3 clusters Score -1.836158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155588 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -18361588.000000 Penalty: 5937.058105
	Iteration 75Q: 3 clusters Score -1.836159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155594 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -18361586.000000 Penalty: 5937.058105
	Iteration 76Q: 3 clusters Score -1.836159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155597 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -18361588.000000 Penalty: 5937.058105
	Iteration 77Q: 3 clusters Score -1.836159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155600 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -18361590.000000 Penalty: 5937.058105
	Iteration 78Q: 3 clusters Score -1.836159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155600 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -18361590.000000 Penalty: 5937.058105
	Iteration 79F: 3 clusters Score -1.836159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Entering Unmasked Estep 
Score: -463507.437500 Penalty: 2069.024414
	Iteration 0F: 2 clusters Score -463507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -459456.000000 Penalty: 4138.048828
	Iteration 0F: 3 clusters Score -459456 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -460437.812500 Penalty: 4138.048828
	Iteration 1F: 3 clusters Score -460437.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -460638.218750 Penalty: 4138.048828
	Iteration 2F: 3 clusters Score -460638.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -460794.875000 Penalty: 4138.048828
	Iteration 3F: 3 clusters Score -460794.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -460943.031250 Penalty: 4138.048828
	Iteration 4Q: 3 clusters Score -460943 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -461081.125000 Penalty: 4138.048828
	Iteration 5Q: 3 clusters Score -461081.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -461230.281250 Penalty: 4138.048828
	Iteration 6Q: 3 clusters Score -461230.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -461380.000000 Penalty: 4138.048828
	Iteration 7Q: 3 clusters Score -461380 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -461509.437500 Penalty: 4138.048828
	Iteration 8Q: 3 clusters Score -461509.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -461646.000000 Penalty: 4138.048828
	Iteration 9Q: 3 clusters Score -461646 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -461769.156250 Penalty: 4138.048828
	Iteration 10Q: 3 clusters Score -461769.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -461852.375000 Penalty: 4138.048828
	Iteration 11Q: 3 clusters Score -461852.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -461928.125000 Penalty: 4138.048828
	Iteration 12Q: 3 clusters Score -461928.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -461978.593750 Penalty: 4138.048828
	Iteration 13Q: 3 clusters Score -461978.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -462013.937500 Penalty: 4138.048828
	Iteration 14Q: 3 clusters Score -462013.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -462042.437500 Penalty: 4138.048828
	Iteration 15Q: 3 clusters Score -462042.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -462061.093750 Penalty: 4138.048828
	Iteration 16Q: 3 clusters Score -462061.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -462076.875000 Penalty: 4138.048828
	Iteration 17Q: 3 clusters Score -462076.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -462085.218750 Penalty: 4138.048828
	Iteration 18Q: 3 clusters Score -462085.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -462091.687500 Penalty: 4138.048828
	Iteration 19Q: 3 clusters Score -462091.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -462096.968750 Penalty: 4138.048828
	Iteration 20F: 3 clusters Score -462097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -462103.531250 Penalty: 4138.048828
	Iteration 21Q: 3 clusters Score -462103.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -462111.031250 Penalty: 4138.048828
	Iteration 22Q: 3 clusters Score -462111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -462120.062500 Penalty: 4138.048828
	Iteration 23Q: 3 clusters Score -462120.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -462128.750000 Penalty: 4138.048828
	Iteration 24Q: 3 clusters Score -462128.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -462139.906250 Penalty: 4138.048828
	Iteration 25Q: 3 clusters Score -462139.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -462149.375000 Penalty: 4138.048828
	Iteration 26Q: 3 clusters Score -462149.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -462156.031250 Penalty: 4138.048828
	Iteration 27Q: 3 clusters Score -462156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -462160.312500 Penalty: 4138.048828
	Iteration 28Q: 3 clusters Score -462160.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -462164.593750 Penalty: 4138.048828
	Iteration 29Q: 3 clusters Score -462164.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -462167.250000 Penalty: 4138.048828
	Iteration 30Q: 3 clusters Score -462167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -462168.125000 Penalty: 4138.048828
	Iteration 31Q: 3 clusters Score -462168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -462169.312500 Penalty: 4138.048828
	Iteration 32Q: 3 clusters Score -462169.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -462170.781250 Penalty: 4138.048828
	Iteration 33Q: 3 clusters Score -462170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -462171.625000 Penalty: 4138.048828
	Iteration 34Q: 3 clusters Score -462171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -462171.437500 Penalty: 4138.048828
	Iteration 35Q: 3 clusters Score -462171.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -462173.156250 Penalty: 4138.048828
	Iteration 36Q: 3 clusters Score -462173.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -462173.281250 Penalty: 4138.048828
	Iteration 37Q: 3 clusters Score -462173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -462175.468750 Penalty: 4138.048828
	Iteration 38Q: 3 clusters Score -462175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -462176.937500 Penalty: 4138.048828
	Iteration 39Q: 3 clusters Score -462176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -462176.593750 Penalty: 4138.048828
	Iteration 40F: 3 clusters Score -462176.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -196038.578125 Penalty: 1877.086182
	Iteration 0F: 2 clusters Score -196038.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -193464.593750 Penalty: 3754.172363
	Iteration 0F: 3 clusters Score -193464.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -193931.328125 Penalty: 3754.172363
	Iteration 1F: 3 clusters Score -193931.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -194097.968750 Penalty: 3754.172363
	Iteration 2F: 3 clusters Score -194098 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -194198.015625 Penalty: 3754.172363
	Iteration 3F: 3 clusters Score -194198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -194276.312500 Penalty: 3754.172363
	Iteration 4Q: 3 clusters Score -194276.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -194336.640625 Penalty: 3754.172363
	Iteration 5Q: 3 clusters Score -194336.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -194393.953125 Penalty: 3754.172363
	Iteration 6Q: 3 clusters Score -194394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -194447.890625 Penalty: 3754.172363
	Iteration 7Q: 3 clusters Score -194447.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -194493.437500 Penalty: 3754.172363
	Iteration 8Q: 3 clusters Score -194493.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -194537.562500 Penalty: 3754.172363
	Iteration 9Q: 3 clusters Score -194537.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -194567.000000 Penalty: 3754.172363
	Iteration 10Q: 3 clusters Score -194567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -194591.781250 Penalty: 3754.172363
	Iteration 11Q: 3 clusters Score -194591.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -194616.234375 Penalty: 3754.172363
	Iteration 12Q: 3 clusters Score -194616.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -194650.562500 Penalty: 3754.172363
	Iteration 13Q: 3 clusters Score -194650.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -194683.531250 Penalty: 3754.172363
	Iteration 14Q: 3 clusters Score -194683.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -194713.390625 Penalty: 3754.172363
	Iteration 15Q: 3 clusters Score -194713.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -194736.531250 Penalty: 3754.172363
	Iteration 16Q: 3 clusters Score -194736.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -194751.875000 Penalty: 3754.172363
	Iteration 17Q: 3 clusters Score -194751.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -194765.437500 Penalty: 3754.172363
	Iteration 18Q: 3 clusters Score -194765.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -194775.156250 Penalty: 3754.172363
	Iteration 19Q: 3 clusters Score -194775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -194780.953125 Penalty: 3754.172363
	Iteration 20F: 3 clusters Score -194781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -194783.234375 Penalty: 3754.172363
	Iteration 21Q: 3 clusters Score -194783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -194784.546875 Penalty: 3754.172363
	Iteration 22Q: 3 clusters Score -194784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -194785.921875 Penalty: 3754.172363
	Iteration 23Q: 3 clusters Score -194785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -194788.796875 Penalty: 3754.172363
	Iteration 24Q: 3 clusters Score -194788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -194790.968750 Penalty: 3754.172363
	Iteration 25Q: 3 clusters Score -194791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -194796.078125 Penalty: 3754.172363
	Iteration 26Q: 3 clusters Score -194796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -194800.609375 Penalty: 3754.172363
	Iteration 27Q: 3 clusters Score -194800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -194804.218750 Penalty: 3754.172363
	Iteration 28Q: 3 clusters Score -194804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -194807.953125 Penalty: 3754.172363
	Iteration 29Q: 3 clusters Score -194808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -194810.515625 Penalty: 3754.172363
	Iteration 30Q: 3 clusters Score -194810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -194811.171875 Penalty: 3754.172363
	Iteration 31Q: 3 clusters Score -194811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -194813.421875 Penalty: 3754.172363
	Iteration 32Q: 3 clusters Score -194813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -194815.281250 Penalty: 3754.172363
	Iteration 33Q: 3 clusters Score -194815.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -194816.734375 Penalty: 3754.172363
	Iteration 34Q: 3 clusters Score -194816.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -194819.171875 Penalty: 3754.172363
	Iteration 35Q: 3 clusters Score -194819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -194821.421875 Penalty: 3754.172363
	Iteration 36Q: 3 clusters Score -194821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -194824.843750 Penalty: 3754.172363
	Iteration 37Q: 3 clusters Score -194824.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -194825.859375 Penalty: 3754.172363
	Iteration 38Q: 3 clusters Score -194825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -194825.765625 Penalty: 3754.172363
	Iteration 39Q: 3 clusters Score -194825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -194825.765625 Penalty: 3754.172363
	Iteration 40F: 3 clusters Score -194825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Entering Unmasked Estep 
Score: -6603154.000000 Penalty: 2713.886963
	Iteration 0F: 2 clusters Score -6603154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -6565104.000000 Penalty: 5427.773926
	Iteration 0F: 3 clusters Score -6565104 nChanged 26305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -6579867.500000 Penalty: 5427.773926
	Iteration 1F: 3 clusters Score -6579868 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -6580511.000000 Penalty: 5427.773926
	Iteration 2Q: 3 clusters Score -6580511 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -6581349.000000 Penalty: 5427.773926
	Iteration 3Q: 3 clusters Score -6581349 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -6582365.000000 Penalty: 5427.773926
	Iteration 4Q: 3 clusters Score -6582365 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -6583925.000000 Penalty: 5427.773926
	Iteration 5F: 3 clusters Score -6583925 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -6586290.500000 Penalty: 5427.773926
	Iteration 6F: 3 clusters Score -6586290 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -6589530.000000 Penalty: 5427.773926
	Iteration 7F: 3 clusters Score -6589530 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -6593114.000000 Penalty: 5427.773926
	Iteration 8F: 3 clusters Score -6593114 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -6596426.500000 Penalty: 5427.773926
	Iteration 9F: 3 clusters Score -6596426 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -6598691.500000 Penalty: 5427.773926
	Iteration 10Q: 3 clusters Score -6598692 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -6599827.500000 Penalty: 5427.773926
	Iteration 11Q: 3 clusters Score -6599828 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -6600310.500000 Penalty: 5427.773926
	Iteration 12Q: 3 clusters Score -6600310 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -6600524.500000 Penalty: 5427.773926
	Iteration 13Q: 3 clusters Score -6600524 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -6600633.000000 Penalty: 5427.773926
	Iteration 14Q: 3 clusters Score -6600633 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -6600704.000000 Penalty: 5427.773926
	Iteration 15Q: 3 clusters Score -6600704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -6600740.000000 Penalty: 5427.773926
	Iteration 16Q: 3 clusters Score -6600740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -6600769.500000 Penalty: 5427.773926
	Iteration 17Q: 3 clusters Score -6600770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -6600780.000000 Penalty: 5427.773926
	Iteration 18Q: 3 clusters Score -6600780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -6600788.000000 Penalty: 5427.773926
	Iteration 19Q: 3 clusters Score -6600788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -6600787.500000 Penalty: 5427.773926
	Iteration 20F: 3 clusters Score -6600788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -6600796.500000 Penalty: 5427.773926
	Iteration 21Q: 3 clusters Score -6600796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -6600795.000000 Penalty: 5427.773926
	Iteration 22Q: 3 clusters Score -6600795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -6600795.500000 Penalty: 5427.773926
	Iteration 23Q: 3 clusters Score -6600796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -6600803.000000 Penalty: 5427.773926
	Iteration 24Q: 3 clusters Score -6600803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -6600818.000000 Penalty: 5427.773926
	Iteration 25Q: 3 clusters Score -6600818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -6600828.000000 Penalty: 5427.773926
	Iteration 26Q: 3 clusters Score -6600828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -6600828.000000 Penalty: 5427.773926
	Iteration 27Q: 3 clusters Score -6600828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -6600819.500000 Penalty: 5427.773926
	Iteration 28Q: 3 clusters Score -6600820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -6600819.500000 Penalty: 5427.773926
	Iteration 29F: 3 clusters Score -6600820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Entering Unmasked Estep 
Score: -3723943.250000 Penalty: 2570.493164
	Iteration 0F: 2 clusters Score -3723943 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 16088 members 
Entering Unmasked Estep 
Score: -3702221.750000 Penalty: 5140.986328
	Iteration 0F: 3 clusters Score -3702222 nChanged 14311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3710215.000000 Penalty: 5140.986328
	Iteration 1F: 3 clusters Score -3710215 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -3710850.000000 Penalty: 5140.986328
	Iteration 2F: 3 clusters Score -3710850 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -3711668.500000 Penalty: 5140.986328
	Iteration 3F: 3 clusters Score -3711668 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3712778.750000 Penalty: 5140.986328
	Iteration 4F: 3 clusters Score -3712779 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -3714382.000000 Penalty: 5140.986328
	Iteration 5F: 3 clusters Score -3714382 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3716434.500000 Penalty: 5140.986328
	Iteration 6F: 3 clusters Score -3716434 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3718676.500000 Penalty: 5140.986328
	Iteration 7F: 3 clusters Score -3718676 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -3720279.000000 Penalty: 5140.986328
	Iteration 8F: 3 clusters Score -3720279 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -3721163.500000 Penalty: 5140.986328
	Iteration 9Q: 3 clusters Score -3721164 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3721583.250000 Penalty: 5140.986328
	Iteration 10Q: 3 clusters Score -3721583 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -3721788.500000 Penalty: 5140.986328
	Iteration 11Q: 3 clusters Score -3721788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -3721886.500000 Penalty: 5140.986328
	Iteration 12Q: 3 clusters Score -3721886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -3721932.500000 Penalty: 5140.986328
	Iteration 13Q: 3 clusters Score -3721932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -3721967.250000 Penalty: 5140.986328
	Iteration 14Q: 3 clusters Score -3721967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -3721985.500000 Penalty: 5140.986328
	Iteration 15Q: 3 clusters Score -3721986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -3721996.250000 Penalty: 5140.986328
	Iteration 16Q: 3 clusters Score -3721996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -3722007.000000 Penalty: 5140.986328
	Iteration 17Q: 3 clusters Score -3722007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -3722018.500000 Penalty: 5140.986328
	Iteration 18Q: 3 clusters Score -3722018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -3722023.750000 Penalty: 5140.986328
	Iteration 19Q: 3 clusters Score -3722024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -3722026.750000 Penalty: 5140.986328
	Iteration 20F: 3 clusters Score -3722027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -3722032.750000 Penalty: 5140.986328
	Iteration 21Q: 3 clusters Score -3722033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -3722032.750000 Penalty: 5140.986328
	Iteration 22F: 3 clusters Score -3722033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (325007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325007 members 
Entering Unmasked Estep 
Score: -37244536.000000 Penalty: 3147.517334
	Iteration 0F: 2 clusters Score -3.724454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162916 members 
Mstep: Class 2 contains 162091 members 
Entering Unmasked Estep 
Score: -37058832.000000 Penalty: 6295.034668
	Iteration 0F: 3 clusters Score -3.705883e+07 nChanged 157926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172346 members 
Mstep: Class 2 contains 152661 members 
Entering Unmasked Estep 
Score: -37153896.000000 Penalty: 6295.034668
	Iteration 1F: 3 clusters Score -3.71539e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178448 members 
Mstep: Class 2 contains 146559 members 
Entering Unmasked Estep 
Score: -37155752.000000 Penalty: 6295.034668
	Iteration 2Q: 3 clusters Score -3.715575e+07 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187966 members 
Mstep: Class 2 contains 137041 members 
Entering Unmasked Estep 
Score: -37158948.000000 Penalty: 6295.034668
	Iteration 3Q: 3 clusters Score -3.715895e+07 nChanged 15432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202420 members 
Mstep: Class 2 contains 122587 members 
Entering Unmasked Estep 
Score: -37165540.000000 Penalty: 6295.034668
	Iteration 4Q: 3 clusters Score -3.716554e+07 nChanged 21094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223056 members 
Mstep: Class 2 contains 101951 members 
Entering Unmasked Estep 
Score: -37177900.000000 Penalty: 6295.034668
	Iteration 5F: 3 clusters Score -3.71779e+07 nChanged 27717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250645 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -37198940.000000 Penalty: 6295.034668
	Iteration 6F: 3 clusters Score -3.719894e+07 nChanged 30214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280843 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -37226420.000000 Penalty: 6295.034668
	Iteration 7F: 3 clusters Score -3.722642e+07 nChanged 24673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305516 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -37242436.000000 Penalty: 6295.034668
	Iteration 8F: 3 clusters Score -3.724244e+07 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318539 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -37242768.000000 Penalty: 6295.034668
	Iteration 9Q: 3 clusters Score -3.724277e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322996 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -37242060.000000 Penalty: 6295.034668
	Iteration 10Q: 3 clusters Score -3.724206e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324116 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -37242124.000000 Penalty: 6295.034668
	Iteration 11Q: 3 clusters Score -3.724212e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324394 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -37242268.000000 Penalty: 6295.034668
	Iteration 12Q: 3 clusters Score -3.724227e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324478 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -37242280.000000 Penalty: 6295.034668
	Iteration 13Q: 3 clusters Score -3.724228e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324522 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -37242332.000000 Penalty: 6295.034668
	Iteration 14Q: 3 clusters Score -3.724233e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324555 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37242328.000000 Penalty: 6295.034668
	Iteration 15Q: 3 clusters Score -3.724233e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324561 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -37242364.000000 Penalty: 6295.034668
	Iteration 16Q: 3 clusters Score -3.724236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324559 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -37242388.000000 Penalty: 6295.034668
	Iteration 17Q: 3 clusters Score -3.724239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324552 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -37242396.000000 Penalty: 6295.034668
	Iteration 18Q: 3 clusters Score -3.72424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324550 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -37242420.000000 Penalty: 6295.034668
	Iteration 19Q: 3 clusters Score -3.724242e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324548 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -37242440.000000 Penalty: 6295.034668
	Iteration 20F: 3 clusters Score -3.724244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324545 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -37242464.000000 Penalty: 6295.034668
	Iteration 21Q: 3 clusters Score -3.724246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324544 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -37242472.000000 Penalty: 6295.034668
	Iteration 22Q: 3 clusters Score -3.724247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324545 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -37242496.000000 Penalty: 6295.034668
	Iteration 23Q: 3 clusters Score -3.72425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324546 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -37242504.000000 Penalty: 6295.034668
	Iteration 24Q: 3 clusters Score -3.72425e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324543 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -37242480.000000 Penalty: 6295.034668
	Iteration 25Q: 3 clusters Score -3.724248e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324532 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -37242516.000000 Penalty: 6295.034668
	Iteration 26Q: 3 clusters Score -3.724252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324531 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -37242548.000000 Penalty: 6295.034668
	Iteration 27Q: 3 clusters Score -3.724255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324525 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -37242576.000000 Penalty: 6295.034668
	Iteration 28Q: 3 clusters Score -3.724258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324518 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -37242576.000000 Penalty: 6295.034668
	Iteration 29Q: 3 clusters Score -3.724258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324516 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -37242576.000000 Penalty: 6295.034668
	Iteration 30Q: 3 clusters Score -3.724258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324513 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -37242596.000000 Penalty: 6295.034668
	Iteration 31Q: 3 clusters Score -3.72426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324510 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -37242588.000000 Penalty: 6295.034668
	Iteration 32Q: 3 clusters Score -3.724259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324511 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -37242588.000000 Penalty: 6295.034668
	Iteration 33Q: 3 clusters Score -3.724259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324509 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -37242572.000000 Penalty: 6295.034668
	Iteration 34Q: 3 clusters Score -3.724257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324510 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -37242592.000000 Penalty: 6295.034668
	Iteration 35Q: 3 clusters Score -3.724259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324510 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -37242572.000000 Penalty: 6295.034668
	Iteration 36Q: 3 clusters Score -3.724257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324509 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -37242564.000000 Penalty: 6295.034668
	Iteration 37Q: 3 clusters Score -3.724256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324509 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -37242568.000000 Penalty: 6295.034668
	Iteration 38Q: 3 clusters Score -3.724257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324509 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -37242572.000000 Penalty: 6295.034668
	Iteration 39Q: 3 clusters Score -3.724257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324509 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -37242580.000000 Penalty: 6295.034668
	Iteration 40F: 3 clusters Score -3.724258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324505 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -37242576.000000 Penalty: 6295.034668
	Iteration 41Q: 3 clusters Score -3.724258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324502 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -37242560.000000 Penalty: 6295.034668
	Iteration 42Q: 3 clusters Score -3.724256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324502 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -37242568.000000 Penalty: 6295.034668
	Iteration 43Q: 3 clusters Score -3.724257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324503 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -37242572.000000 Penalty: 6295.034668
	Iteration 44Q: 3 clusters Score -3.724257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324503 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -37242572.000000 Penalty: 6295.034668
	Iteration 45F: 3 clusters Score -3.724257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Entering Unmasked Estep 
Score: -1938838.125000 Penalty: 2408.777344
	Iteration 0F: 2 clusters Score -1938838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1926948.625000 Penalty: 4817.554688
	Iteration 0F: 3 clusters Score -1926949 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1930754.250000 Penalty: 4817.554688
	Iteration 1F: 3 clusters Score -1930754 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1931080.250000 Penalty: 4817.554688
	Iteration 2F: 3 clusters Score -1931080 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1931290.250000 Penalty: 4817.554688
	Iteration 3Q: 3 clusters Score -1931290 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1931458.500000 Penalty: 4817.554688
	Iteration 4Q: 3 clusters Score -1931458 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1931600.875000 Penalty: 4817.554688
	Iteration 5Q: 3 clusters Score -1931601 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1931757.125000 Penalty: 4817.554688
	Iteration 6Q: 3 clusters Score -1931757 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1931915.125000 Penalty: 4817.554688
	Iteration 7Q: 3 clusters Score -1931915 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1932116.250000 Penalty: 4817.554688
	Iteration 8Q: 3 clusters Score -1932116 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1932374.750000 Penalty: 4817.554688
	Iteration 9Q: 3 clusters Score -1932375 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1932710.875000 Penalty: 4817.554688
	Iteration 10Q: 3 clusters Score -1932711 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1933173.375000 Penalty: 4817.554688
	Iteration 11Q: 3 clusters Score -1933173 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1933772.000000 Penalty: 4817.554688
	Iteration 12F: 3 clusters Score -1933772 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1934480.500000 Penalty: 4817.554688
	Iteration 13F: 3 clusters Score -1934480 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1935155.750000 Penalty: 4817.554688
	Iteration 14Q: 3 clusters Score -1935156 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1935660.375000 Penalty: 4817.554688
	Iteration 15Q: 3 clusters Score -1935660 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1936056.125000 Penalty: 4817.554688
	Iteration 16Q: 3 clusters Score -1936056 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1936340.875000 Penalty: 4817.554688
	Iteration 17Q: 3 clusters Score -1936341 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1936532.750000 Penalty: 4817.554688
	Iteration 18Q: 3 clusters Score -1936533 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1936654.125000 Penalty: 4817.554688
	Iteration 19Q: 3 clusters Score -1936654 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1936725.625000 Penalty: 4817.554688
	Iteration 20F: 3 clusters Score -1936726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1936766.500000 Penalty: 4817.554688
	Iteration 21Q: 3 clusters Score -1936766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1936788.125000 Penalty: 4817.554688
	Iteration 22Q: 3 clusters Score -1936788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1936808.250000 Penalty: 4817.554688
	Iteration 23Q: 3 clusters Score -1936808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1936819.875000 Penalty: 4817.554688
	Iteration 24Q: 3 clusters Score -1936820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1936831.125000 Penalty: 4817.554688
	Iteration 25Q: 3 clusters Score -1936831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1936836.000000 Penalty: 4817.554688
	Iteration 26Q: 3 clusters Score -1936836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1936845.625000 Penalty: 4817.554688
	Iteration 27Q: 3 clusters Score -1936846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1936847.750000 Penalty: 4817.554688
	Iteration 28Q: 3 clusters Score -1936848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1936848.625000 Penalty: 4817.554688
	Iteration 29Q: 3 clusters Score -1936849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1936851.125000 Penalty: 4817.554688
	Iteration 30Q: 3 clusters Score -1936851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1936852.250000 Penalty: 4817.554688
	Iteration 31Q: 3 clusters Score -1936852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1936862.625000 Penalty: 4817.554688
	Iteration 32Q: 3 clusters Score -1936863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1936867.750000 Penalty: 4817.554688
	Iteration 33Q: 3 clusters Score -1936868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1936869.625000 Penalty: 4817.554688
	Iteration 34Q: 3 clusters Score -1936870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1936870.750000 Penalty: 4817.554688
	Iteration 35Q: 3 clusters Score -1936871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1936873.125000 Penalty: 4817.554688
	Iteration 36Q: 3 clusters Score -1936873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1936875.375000 Penalty: 4817.554688
	Iteration 37Q: 3 clusters Score -1936875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1936883.625000 Penalty: 4817.554688
	Iteration 38Q: 3 clusters Score -1936884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1936884.875000 Penalty: 4817.554688
	Iteration 39Q: 3 clusters Score -1936885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1936885.500000 Penalty: 4817.554688
	Iteration 40F: 3 clusters Score -1936886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1936885.125000 Penalty: 4817.554688
	Iteration 41Q: 3 clusters Score -1936885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1936885.125000 Penalty: 4817.554688
	Iteration 42F: 3 clusters Score -1936885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -44720.207031 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -44720.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43264.472656 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -43264.47 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43567.359375 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -43567.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43749.835938 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -43749.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44107.039062 Penalty: 3044.312744
	Iteration 3F: 3 clusters Score -44107.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -44519.671875 Penalty: 3044.312744
	Iteration 4F: 3 clusters Score -44519.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -44936.816406 Penalty: 3044.312744
	Iteration 5F: 3 clusters Score -44936.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -45075.867188 Penalty: 3044.312744
	Iteration 6F: 3 clusters Score -45075.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -45131.738281 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -45131.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -45150.914062 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -45150.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -45160.371094 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -45160.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -45166.601562 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -45166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -45166.601562 Penalty: 3044.312744
	Iteration 11F: 3 clusters Score -45166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41375 members 
Mstep: Class 11 contains 13063 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66859 members 
Mstep: Class 14 contains 34053 members 
Mstep: Class 15 contains 157925 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56562 members 
Mstep: Class 19 contains 31726 members 
Mstep: Class 20 contains 325007 members 
Mstep: Class 21 contains 16528 members 
Mstep: Class 22 contains 386 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16194 members 
Mstep: Class 27 contains 432 members 
Mstep: Class 28 contains 77 members 
Entering Unmasked Estep 
Score: -92679760.000000 Penalty: 94556.320312
Splitting cluster 22 changes total score from -92681232.000000 to -92679760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (6792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Entering Unmasked Estep 
Score: -776978.000000 Penalty: 2188.228271
	Iteration 0F: 2 clusters Score -776978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -771260.562500 Penalty: 4376.456543
	Iteration 0F: 3 clusters Score -771260.6 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -772638.875000 Penalty: 4376.456543
	Iteration 1F: 3 clusters Score -772638.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -772899.437500 Penalty: 4376.456543
	Iteration 2F: 3 clusters Score -772899.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -773089.000000 Penalty: 4376.456543
	Iteration 3F: 3 clusters Score -773089 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -773218.437500 Penalty: 4376.456543
	Iteration 4Q: 3 clusters Score -773218.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -773321.062500 Penalty: 4376.456543
	Iteration 5Q: 3 clusters Score -773321.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -773419.937500 Penalty: 4376.456543
	Iteration 6Q: 3 clusters Score -773419.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -773493.187500 Penalty: 4376.456543
	Iteration 7Q: 3 clusters Score -773493.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -773550.062500 Penalty: 4376.456543
	Iteration 8Q: 3 clusters Score -773550.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -773599.812500 Penalty: 4376.456543
	Iteration 9Q: 3 clusters Score -773599.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -773646.312500 Penalty: 4376.456543
	Iteration 10Q: 3 clusters Score -773646.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -773697.375000 Penalty: 4376.456543
	Iteration 11Q: 3 clusters Score -773697.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -773753.687500 Penalty: 4376.456543
	Iteration 12Q: 3 clusters Score -773753.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -773827.000000 Penalty: 4376.456543
	Iteration 13Q: 3 clusters Score -773827 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -773898.000000 Penalty: 4376.456543
	Iteration 14Q: 3 clusters Score -773898 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -773994.625000 Penalty: 4376.456543
	Iteration 15Q: 3 clusters Score -773994.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -774109.250000 Penalty: 4376.456543
	Iteration 16Q: 3 clusters Score -774109.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -774245.187500 Penalty: 4376.456543
	Iteration 17Q: 3 clusters Score -774245.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -774379.187500 Penalty: 4376.456543
	Iteration 18Q: 3 clusters Score -774379.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -774513.125000 Penalty: 4376.456543
	Iteration 19Q: 3 clusters Score -774513.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -774621.125000 Penalty: 4376.456543
	Iteration 20F: 3 clusters Score -774621.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -774709.750000 Penalty: 4376.456543
	Iteration 21Q: 3 clusters Score -774709.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -774783.562500 Penalty: 4376.456543
	Iteration 22Q: 3 clusters Score -774783.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -774835.687500 Penalty: 4376.456543
	Iteration 23Q: 3 clusters Score -774835.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -774875.062500 Penalty: 4376.456543
	Iteration 24Q: 3 clusters Score -774875.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -774912.375000 Penalty: 4376.456543
	Iteration 25Q: 3 clusters Score -774912.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -774956.812500 Penalty: 4376.456543
	Iteration 26Q: 3 clusters Score -774956.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -774991.750000 Penalty: 4376.456543
	Iteration 27Q: 3 clusters Score -774991.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -775019.625000 Penalty: 4376.456543
	Iteration 28Q: 3 clusters Score -775019.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -775037.250000 Penalty: 4376.456543
	Iteration 29Q: 3 clusters Score -775037.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -775056.750000 Penalty: 4376.456543
	Iteration 30Q: 3 clusters Score -775056.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -775070.000000 Penalty: 4376.456543
	Iteration 31Q: 3 clusters Score -775070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -775079.000000 Penalty: 4376.456543
	Iteration 32Q: 3 clusters Score -775079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -775082.812500 Penalty: 4376.456543
	Iteration 33Q: 3 clusters Score -775082.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -775088.937500 Penalty: 4376.456543
	Iteration 34Q: 3 clusters Score -775088.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -775092.937500 Penalty: 4376.456543
	Iteration 35Q: 3 clusters Score -775092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -775094.562500 Penalty: 4376.456543
	Iteration 36Q: 3 clusters Score -775094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -775096.000000 Penalty: 4376.456543
	Iteration 37Q: 3 clusters Score -775096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -775096.000000 Penalty: 4376.456543
	Iteration 38Q: 3 clusters Score -775096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -775096.000000 Penalty: 4376.456543
	Iteration 39F: 3 clusters Score -775096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -52753.703125 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -52753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51209.257812 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -51209.26 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51452.718750 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -51452.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51535.812500 Penalty: 3104.752441
	Iteration 2Q: 3 clusters Score -51535.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51598.976562 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -51598.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51643.343750 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -51643.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51671.718750 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -51671.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51683.464844 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -51683.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51701.378906 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -51701.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51718.730469 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -51718.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51728.753906 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -51728.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51736.234375 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -51736.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51749.167969 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -51749.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51760.562500 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -51760.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51764.062500 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -51764.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51764.062500 Penalty: 3104.752441
	Iteration 14F: 3 clusters Score -51764.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Entering Unmasked Estep 
Score: -784365.937500 Penalty: 2185.178711
	Iteration 0F: 2 clusters Score -784365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -778701.437500 Penalty: 4370.357422
	Iteration 0F: 3 clusters Score -778701.4 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -780068.187500 Penalty: 4370.357422
	Iteration 1F: 3 clusters Score -780068.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -780296.125000 Penalty: 4370.357422
	Iteration 2F: 3 clusters Score -780296.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -780443.750000 Penalty: 4370.357422
	Iteration 3Q: 3 clusters Score -780443.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -780548.437500 Penalty: 4370.357422
	Iteration 4Q: 3 clusters Score -780548.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -780643.375000 Penalty: 4370.357422
	Iteration 5Q: 3 clusters Score -780643.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -780743.500000 Penalty: 4370.357422
	Iteration 6Q: 3 clusters Score -780743.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -780835.750000 Penalty: 4370.357422
	Iteration 7Q: 3 clusters Score -780835.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -780938.062500 Penalty: 4370.357422
	Iteration 8Q: 3 clusters Score -780938.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -781045.812500 Penalty: 4370.357422
	Iteration 9Q: 3 clusters Score -781045.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -781179.750000 Penalty: 4370.357422
	Iteration 10Q: 3 clusters Score -781179.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -781313.437500 Penalty: 4370.357422
	Iteration 11Q: 3 clusters Score -781313.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -781427.750000 Penalty: 4370.357422
	Iteration 12Q: 3 clusters Score -781427.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -781527.625000 Penalty: 4370.357422
	Iteration 13Q: 3 clusters Score -781527.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -781631.312500 Penalty: 4370.357422
	Iteration 14Q: 3 clusters Score -781631.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -781750.750000 Penalty: 4370.357422
	Iteration 15Q: 3 clusters Score -781750.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -781861.625000 Penalty: 4370.357422
	Iteration 16Q: 3 clusters Score -781861.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -781954.312500 Penalty: 4370.357422
	Iteration 17Q: 3 clusters Score -781954.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -782032.687500 Penalty: 4370.357422
	Iteration 18Q: 3 clusters Score -782032.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -782094.437500 Penalty: 4370.357422
	Iteration 19Q: 3 clusters Score -782094.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -782154.062500 Penalty: 4370.357422
	Iteration 20F: 3 clusters Score -782154.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -782203.062500 Penalty: 4370.357422
	Iteration 21Q: 3 clusters Score -782203.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -782257.000000 Penalty: 4370.357422
	Iteration 22Q: 3 clusters Score -782257 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -782303.062500 Penalty: 4370.357422
	Iteration 23Q: 3 clusters Score -782303.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -782343.437500 Penalty: 4370.357422
	Iteration 24Q: 3 clusters Score -782343.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -782376.125000 Penalty: 4370.357422
	Iteration 25Q: 3 clusters Score -782376.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -782409.187500 Penalty: 4370.357422
	Iteration 26Q: 3 clusters Score -782409.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -782437.875000 Penalty: 4370.357422
	Iteration 27Q: 3 clusters Score -782437.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -782459.375000 Penalty: 4370.357422
	Iteration 28Q: 3 clusters Score -782459.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -782475.687500 Penalty: 4370.357422
	Iteration 29Q: 3 clusters Score -782475.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -782488.625000 Penalty: 4370.357422
	Iteration 30Q: 3 clusters Score -782488.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -782501.312500 Penalty: 4370.357422
	Iteration 31Q: 3 clusters Score -782501.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -782508.312500 Penalty: 4370.357422
	Iteration 32Q: 3 clusters Score -782508.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -782509.000000 Penalty: 4370.357422
	Iteration 33Q: 3 clusters Score -782509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -782517.437500 Penalty: 4370.357422
	Iteration 34Q: 3 clusters Score -782517.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -782525.375000 Penalty: 4370.357422
	Iteration 35Q: 3 clusters Score -782525.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -782531.625000 Penalty: 4370.357422
	Iteration 36Q: 3 clusters Score -782531.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -782533.687500 Penalty: 4370.357422
	Iteration 37Q: 3 clusters Score -782533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -782535.562500 Penalty: 4370.357422
	Iteration 38Q: 3 clusters Score -782535.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -782535.625000 Penalty: 4370.357422
	Iteration 39Q: 3 clusters Score -782535.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -782536.687500 Penalty: 4370.357422
	Iteration 40F: 3 clusters Score -782536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -782538.125000 Penalty: 4370.357422
	Iteration 41Q: 3 clusters Score -782538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -782539.437500 Penalty: 4370.357422
	Iteration 42Q: 3 clusters Score -782539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -782542.437500 Penalty: 4370.357422
	Iteration 43Q: 3 clusters Score -782542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -782543.875000 Penalty: 4370.357422
	Iteration 44Q: 3 clusters Score -782543.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -782543.875000 Penalty: 4370.357422
	Iteration 45F: 3 clusters Score -782543.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Entering Unmasked Estep 
Score: -1905715.375000 Penalty: 2403.714355
	Iteration 0F: 2 clusters Score -1905715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1894087.125000 Penalty: 4807.428711
	Iteration 0F: 3 clusters Score -1894087 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1897782.125000 Penalty: 4807.428711
	Iteration 1F: 3 clusters Score -1897782 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1898080.125000 Penalty: 4807.428711
	Iteration 2F: 3 clusters Score -1898080 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1898281.250000 Penalty: 4807.428711
	Iteration 3Q: 3 clusters Score -1898281 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1898434.250000 Penalty: 4807.428711
	Iteration 4Q: 3 clusters Score -1898434 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1898570.000000 Penalty: 4807.428711
	Iteration 5Q: 3 clusters Score -1898570 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1898698.625000 Penalty: 4807.428711
	Iteration 6Q: 3 clusters Score -1898699 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1898844.750000 Penalty: 4807.428711
	Iteration 7Q: 3 clusters Score -1898845 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1899032.875000 Penalty: 4807.428711
	Iteration 8Q: 3 clusters Score -1899033 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1899261.750000 Penalty: 4807.428711
	Iteration 9Q: 3 clusters Score -1899262 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1899559.125000 Penalty: 4807.428711
	Iteration 10Q: 3 clusters Score -1899559 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1899935.500000 Penalty: 4807.428711
	Iteration 11Q: 3 clusters Score -1899936 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1900466.500000 Penalty: 4807.428711
	Iteration 12Q: 3 clusters Score -1900466 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1901095.250000 Penalty: 4807.428711
	Iteration 13F: 3 clusters Score -1901095 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1901723.875000 Penalty: 4807.428711
	Iteration 14Q: 3 clusters Score -1901724 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1902317.750000 Penalty: 4807.428711
	Iteration 15Q: 3 clusters Score -1902318 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1902775.250000 Penalty: 4807.428711
	Iteration 16Q: 3 clusters Score -1902775 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1903089.875000 Penalty: 4807.428711
	Iteration 17Q: 3 clusters Score -1903090 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1903280.625000 Penalty: 4807.428711
	Iteration 18Q: 3 clusters Score -1903281 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1903380.000000 Penalty: 4807.428711
	Iteration 19Q: 3 clusters Score -1903380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1903462.125000 Penalty: 4807.428711
	Iteration 20F: 3 clusters Score -1903462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1903500.500000 Penalty: 4807.428711
	Iteration 21Q: 3 clusters Score -1903500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1903528.750000 Penalty: 4807.428711
	Iteration 22Q: 3 clusters Score -1903529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1903544.000000 Penalty: 4807.428711
	Iteration 23Q: 3 clusters Score -1903544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1903561.250000 Penalty: 4807.428711
	Iteration 24Q: 3 clusters Score -1903561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1903577.000000 Penalty: 4807.428711
	Iteration 25Q: 3 clusters Score -1903577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1903593.750000 Penalty: 4807.428711
	Iteration 26Q: 3 clusters Score -1903594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1903607.125000 Penalty: 4807.428711
	Iteration 27Q: 3 clusters Score -1903607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1903611.125000 Penalty: 4807.428711
	Iteration 28Q: 3 clusters Score -1903611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1903619.625000 Penalty: 4807.428711
	Iteration 29Q: 3 clusters Score -1903620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1903619.750000 Penalty: 4807.428711
	Iteration 30Q: 3 clusters Score -1903620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1903622.250000 Penalty: 4807.428711
	Iteration 31Q: 3 clusters Score -1903622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1903628.500000 Penalty: 4807.428711
	Iteration 32Q: 3 clusters Score -1903628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1903632.625000 Penalty: 4807.428711
	Iteration 33Q: 3 clusters Score -1903633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1903639.625000 Penalty: 4807.428711
	Iteration 34Q: 3 clusters Score -1903640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1903646.625000 Penalty: 4807.428711
	Iteration 35Q: 3 clusters Score -1903647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1903647.750000 Penalty: 4807.428711
	Iteration 36Q: 3 clusters Score -1903648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1903652.250000 Penalty: 4807.428711
	Iteration 37Q: 3 clusters Score -1903652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1903654.125000 Penalty: 4807.428711
	Iteration 38Q: 3 clusters Score -1903654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1903654.125000 Penalty: 4807.428711
	Iteration 39F: 3 clusters Score -1903654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -45898.886719 Penalty: 1504.969604
	Iteration 0F: 2 clusters Score -45898.89 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 225 members 
Entering Unmasked Estep 
Score: -44412.191406 Penalty: 3009.939209
	Iteration 0F: 3 clusters Score -44412.19 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44557.210938 Penalty: 3009.939209
	Iteration 1F: 3 clusters Score -44557.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44607.003906 Penalty: 3009.939209
	Iteration 2Q: 3 clusters Score -44607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44636.765625 Penalty: 3009.939209
	Iteration 3Q: 3 clusters Score -44636.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44648.132812 Penalty: 3009.939209
	Iteration 4Q: 3 clusters Score -44648.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44656.847656 Penalty: 3009.939209
	Iteration 5Q: 3 clusters Score -44656.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44659.757812 Penalty: 3009.939209
	Iteration 6Q: 3 clusters Score -44659.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44659.757812 Penalty: 3009.939209
	Iteration 7F: 3 clusters Score -44659.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41375 members 
Mstep: Class 11 contains 13063 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66859 members 
Mstep: Class 14 contains 34053 members 
Mstep: Class 15 contains 157925 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56562 members 
Mstep: Class 19 contains 31726 members 
Mstep: Class 20 contains 325007 members 
Mstep: Class 21 contains 16528 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16194 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681168.000000 Penalty: 91179.304688
Iteration 239Q: 28 clusters Score -9.268117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41374 members 
Mstep: Class 11 contains 13063 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66859 members 
Mstep: Class 14 contains 34055 members 
Mstep: Class 15 contains 157912 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56568 members 
Mstep: Class 19 contains 31729 members 
Mstep: Class 20 contains 325011 members 
Mstep: Class 21 contains 16527 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16194 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681176.000000 Penalty: 91179.304688
Iteration 240F: 28 clusters Score -9.268118e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41374 members 
Mstep: Class 11 contains 13064 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66859 members 
Mstep: Class 14 contains 34056 members 
Mstep: Class 15 contains 157902 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56579 members 
Mstep: Class 19 contains 31730 members 
Mstep: Class 20 contains 325005 members 
Mstep: Class 21 contains 16529 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16194 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681168.000000 Penalty: 91179.304688
Iteration 241Q: 28 clusters Score -9.268117e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22153 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41374 members 
Mstep: Class 11 contains 13064 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66859 members 
Mstep: Class 14 contains 34056 members 
Mstep: Class 15 contains 157892 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56587 members 
Mstep: Class 19 contains 31733 members 
Mstep: Class 20 contains 325004 members 
Mstep: Class 21 contains 16529 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6710 members 
Mstep: Class 26 contains 16194 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681208.000000 Penalty: 91179.304688
Iteration 242Q: 28 clusters Score -9.268121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22152 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41374 members 
Mstep: Class 11 contains 13064 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66861 members 
Mstep: Class 14 contains 34059 members 
Mstep: Class 15 contains 157874 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56599 members 
Mstep: Class 19 contains 31734 members 
Mstep: Class 20 contains 325006 members 
Mstep: Class 21 contains 16529 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16194 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681192.000000 Penalty: 91179.304688
Iteration 243Q: 28 clusters Score -9.268119e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22152 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13063 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66867 members 
Mstep: Class 14 contains 34062 members 
Mstep: Class 15 contains 157853 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56607 members 
Mstep: Class 19 contains 31737 members 
Mstep: Class 20 contains 325008 members 
Mstep: Class 21 contains 16529 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16195 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681192.000000 Penalty: 91179.304688
Iteration 244Q: 28 clusters Score -9.268119e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22151 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13061 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66869 members 
Mstep: Class 14 contains 34063 members 
Mstep: Class 15 contains 157842 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56616 members 
Mstep: Class 19 contains 31739 members 
Mstep: Class 20 contains 325007 members 
Mstep: Class 21 contains 16530 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16195 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681312.000000 Penalty: 91179.304688
Iteration 245Q: 28 clusters Score -9.268131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22153 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13060 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66870 members 
Mstep: Class 14 contains 34063 members 
Mstep: Class 15 contains 157832 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56624 members 
Mstep: Class 19 contains 31740 members 
Mstep: Class 20 contains 325005 members 
Mstep: Class 21 contains 16532 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6791 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16195 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681272.000000 Penalty: 91179.304688
Iteration 246Q: 28 clusters Score -9.268127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13059 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66870 members 
Mstep: Class 14 contains 34064 members 
Mstep: Class 15 contains 157818 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56632 members 
Mstep: Class 19 contains 31742 members 
Mstep: Class 20 contains 325008 members 
Mstep: Class 21 contains 16532 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6790 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16196 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681192.000000 Penalty: 91179.304688
Iteration 247Q: 28 clusters Score -9.268119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66871 members 
Mstep: Class 14 contains 34067 members 
Mstep: Class 15 contains 157809 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56639 members 
Mstep: Class 19 contains 31742 members 
Mstep: Class 20 contains 325008 members 
Mstep: Class 21 contains 16532 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6788 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16197 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681200.000000 Penalty: 91179.304688
Iteration 248Q: 28 clusters Score -9.26812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66871 members 
Mstep: Class 14 contains 34072 members 
Mstep: Class 15 contains 157797 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56644 members 
Mstep: Class 19 contains 31739 members 
Mstep: Class 20 contains 325011 members 
Mstep: Class 21 contains 16532 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6788 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16199 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681192.000000 Penalty: 91179.304688
Iteration 249Q: 28 clusters Score -9.268119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66870 members 
Mstep: Class 14 contains 34074 members 
Mstep: Class 15 contains 157788 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56652 members 
Mstep: Class 19 contains 31738 members 
Mstep: Class 20 contains 325012 members 
Mstep: Class 21 contains 16532 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6787 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16200 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681144.000000 Penalty: 91179.304688
Iteration 250Q: 28 clusters Score -9.268114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66872 members 
Mstep: Class 14 contains 34077 members 
Mstep: Class 15 contains 157781 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56656 members 
Mstep: Class 19 contains 31737 members 
Mstep: Class 20 contains 325011 members 
Mstep: Class 21 contains 16532 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6787 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16200 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681176.000000 Penalty: 91179.304688
Iteration 251Q: 28 clusters Score -9.268118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22155 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66872 members 
Mstep: Class 14 contains 34078 members 
Mstep: Class 15 contains 157776 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56658 members 
Mstep: Class 19 contains 31736 members 
Mstep: Class 20 contains 325014 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6787 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16200 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681128.000000 Penalty: 91179.304688
Iteration 252Q: 28 clusters Score -9.268113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22156 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66873 members 
Mstep: Class 14 contains 34078 members 
Mstep: Class 15 contains 157770 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56660 members 
Mstep: Class 19 contains 31736 members 
Mstep: Class 20 contains 325016 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6787 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16200 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681144.000000 Penalty: 91179.304688
Iteration 253Q: 28 clusters Score -9.268114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22157 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66875 members 
Mstep: Class 14 contains 34078 members 
Mstep: Class 15 contains 157763 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56662 members 
Mstep: Class 19 contains 31738 members 
Mstep: Class 20 contains 325018 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6786 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16200 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681184.000000 Penalty: 91179.304688
Iteration 254Q: 28 clusters Score -9.268118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66876 members 
Mstep: Class 14 contains 34078 members 
Mstep: Class 15 contains 157758 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56664 members 
Mstep: Class 19 contains 31740 members 
Mstep: Class 20 contains 325019 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6784 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16200 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681160.000000 Penalty: 91179.304688
Iteration 255Q: 28 clusters Score -9.268116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22159 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66876 members 
Mstep: Class 14 contains 34078 members 
Mstep: Class 15 contains 157750 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56669 members 
Mstep: Class 19 contains 31744 members 
Mstep: Class 20 contains 325018 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16201 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681152.000000 Penalty: 91179.304688
Iteration 256Q: 28 clusters Score -9.268115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66876 members 
Mstep: Class 14 contains 34078 members 
Mstep: Class 15 contains 157752 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56669 members 
Mstep: Class 19 contains 31744 members 
Mstep: Class 20 contains 325016 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16202 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681152.000000 Penalty: 91179.304688
Iteration 257Q: 28 clusters Score -9.268115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66876 members 
Mstep: Class 14 contains 34078 members 
Mstep: Class 15 contains 157750 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56669 members 
Mstep: Class 19 contains 31744 members 
Mstep: Class 20 contains 325017 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16203 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681096.000000 Penalty: 91179.304688
Iteration 258Q: 28 clusters Score -9.26811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66876 members 
Mstep: Class 14 contains 34078 members 
Mstep: Class 15 contains 157747 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56669 members 
Mstep: Class 19 contains 31744 members 
Mstep: Class 20 contains 325019 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16204 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681104.000000 Penalty: 91179.304688
Iteration 259Q: 28 clusters Score -9.26811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41373 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66876 members 
Mstep: Class 14 contains 34078 members 
Mstep: Class 15 contains 157741 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56670 members 
Mstep: Class 19 contains 31744 members 
Mstep: Class 20 contains 325024 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16204 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681136.000000 Penalty: 91179.304688
Iteration 260F: 28 clusters Score -9.268114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41372 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66876 members 
Mstep: Class 14 contains 34078 members 
Mstep: Class 15 contains 157736 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56675 members 
Mstep: Class 19 contains 31744 members 
Mstep: Class 20 contains 325026 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16203 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681096.000000 Penalty: 91179.304688
Iteration 261Q: 28 clusters Score -9.26811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41372 members 
Mstep: Class 11 contains 13058 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66876 members 
Mstep: Class 14 contains 34079 members 
Mstep: Class 15 contains 157730 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56676 members 
Mstep: Class 19 contains 31744 members 
Mstep: Class 20 contains 325029 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16204 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681104.000000 Penalty: 91179.304688
Iteration 262Q: 28 clusters Score -9.26811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41371 members 
Mstep: Class 11 contains 13057 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66877 members 
Mstep: Class 14 contains 34080 members 
Mstep: Class 15 contains 157722 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56678 members 
Mstep: Class 19 contains 31745 members 
Mstep: Class 20 contains 325032 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16206 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681136.000000 Penalty: 91179.304688
Iteration 263Q: 28 clusters Score -9.268114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41368 members 
Mstep: Class 11 contains 13057 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66879 members 
Mstep: Class 14 contains 34079 members 
Mstep: Class 15 contains 157713 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56678 members 
Mstep: Class 19 contains 31746 members 
Mstep: Class 20 contains 325036 members 
Mstep: Class 21 contains 16532 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 16211 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681152.000000 Penalty: 91179.304688
Iteration 264Q: 28 clusters Score -9.268115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41366 members 
Mstep: Class 11 contains 13057 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66879 members 
Mstep: Class 14 contains 34077 members 
Mstep: Class 15 contains 157705 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56679 members 
Mstep: Class 19 contains 31746 members 
Mstep: Class 20 contains 325043 members 
Mstep: Class 21 contains 16532 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16214 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681072.000000 Penalty: 91179.304688
Iteration 265Q: 28 clusters Score -9.268107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41366 members 
Mstep: Class 11 contains 13057 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66881 members 
Mstep: Class 14 contains 34077 members 
Mstep: Class 15 contains 157695 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56678 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 325047 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16219 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681056.000000 Penalty: 91179.304688
Iteration 266Q: 28 clusters Score -9.268106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41364 members 
Mstep: Class 11 contains 13056 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66881 members 
Mstep: Class 14 contains 34077 members 
Mstep: Class 15 contains 157693 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56678 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 325052 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16219 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681096.000000 Penalty: 91179.304688
Iteration 267Q: 28 clusters Score -9.26811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41363 members 
Mstep: Class 11 contains 13056 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66883 members 
Mstep: Class 14 contains 34077 members 
Mstep: Class 15 contains 157687 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56678 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 325058 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16218 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681096.000000 Penalty: 91179.304688
Iteration 268Q: 28 clusters Score -9.26811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41362 members 
Mstep: Class 11 contains 13056 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66884 members 
Mstep: Class 14 contains 34077 members 
Mstep: Class 15 contains 157687 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56679 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 325058 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16217 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681096.000000 Penalty: 91179.304688
Iteration 269Q: 28 clusters Score -9.26811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41361 members 
Mstep: Class 11 contains 13056 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66884 members 
Mstep: Class 14 contains 34077 members 
Mstep: Class 15 contains 157687 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56682 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 325057 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16216 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681064.000000 Penalty: 91179.304688
Iteration 270Q: 28 clusters Score -9.268106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41359 members 
Mstep: Class 11 contains 13056 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66884 members 
Mstep: Class 14 contains 34077 members 
Mstep: Class 15 contains 157685 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56683 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 325061 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16215 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681096.000000 Penalty: 91179.304688
Iteration 271Q: 28 clusters Score -9.26811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41358 members 
Mstep: Class 11 contains 13056 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66884 members 
Mstep: Class 14 contains 34077 members 
Mstep: Class 15 contains 157685 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56683 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 325062 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16215 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681136.000000 Penalty: 91179.304688
Iteration 272Q: 28 clusters Score -9.268114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41358 members 
Mstep: Class 11 contains 13056 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66884 members 
Mstep: Class 14 contains 34077 members 
Mstep: Class 15 contains 157685 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56683 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 325062 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16215 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681136.000000 Penalty: 91179.304688
Iteration 273F: 28 clusters Score -9.268114e+07 nChanged 0
Entering ConstructFrom: 
Score: -92681136.000000 Penalty: 91179.304688
Entering ConstructFrom: 
Trying to split cluster 1 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -44928.593750 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -44928.59 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 213 members 
Entering Unmasked Estep 
Score: -43497.277344 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -43497.28 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43660.503906 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -43660.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43698.902344 Penalty: 3007.637451
	Iteration 2Q: 3 clusters Score -43698.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43720.269531 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -43720.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43736.820312 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -43736.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43743.523438 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -43743.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43743.523438 Penalty: 3007.637451
	Iteration 6F: 3 clusters Score -43743.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Entering Unmasked Estep 
Score: -492576.250000 Penalty: 2074.917480
	Iteration 0F: 2 clusters Score -492576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -488485.531250 Penalty: 4149.834961
	Iteration 0F: 3 clusters Score -488485.5 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -489446.500000 Penalty: 4149.834961
	Iteration 1F: 3 clusters Score -489446.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -489656.875000 Penalty: 4149.834961
	Iteration 2F: 3 clusters Score -489656.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -489802.187500 Penalty: 4149.834961
	Iteration 3F: 3 clusters Score -489802.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -489909.937500 Penalty: 4149.834961
	Iteration 4Q: 3 clusters Score -489909.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -490021.562500 Penalty: 4149.834961
	Iteration 5Q: 3 clusters Score -490021.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -490146.875000 Penalty: 4149.834961
	Iteration 6Q: 3 clusters Score -490146.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -490298.687500 Penalty: 4149.834961
	Iteration 7Q: 3 clusters Score -490298.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -490508.812500 Penalty: 4149.834961
	Iteration 8Q: 3 clusters Score -490508.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -490794.343750 Penalty: 4149.834961
	Iteration 9F: 3 clusters Score -490794.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -491108.281250 Penalty: 4149.834961
	Iteration 10F: 3 clusters Score -491108.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -491536.343750 Penalty: 4149.834961
	Iteration 11F: 3 clusters Score -491536.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -492045.968750 Penalty: 4149.834961
	Iteration 12F: 3 clusters Score -492046 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -492667.062500 Penalty: 4149.834961
	Iteration 13F: 3 clusters Score -492667.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -493164.375000 Penalty: 4149.834961
	Iteration 14Q: 3 clusters Score -493164.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -493344.187500 Penalty: 4149.834961
	Iteration 15Q: 3 clusters Score -493344.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -493391.187500 Penalty: 4149.834961
	Iteration 16Q: 3 clusters Score -493391.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -493404.562500 Penalty: 4149.834961
	Iteration 17Q: 3 clusters Score -493404.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -493407.031250 Penalty: 4149.834961
	Iteration 18Q: 3 clusters Score -493407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -493408.312500 Penalty: 4149.834961
	Iteration 19Q: 3 clusters Score -493408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -493409.281250 Penalty: 4149.834961
	Iteration 20F: 3 clusters Score -493409.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -493409.593750 Penalty: 4149.834961
	Iteration 21Q: 3 clusters Score -493409.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -493409.593750 Penalty: 4149.834961
	Iteration 22F: 3 clusters Score -493409.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2319 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41358 members 
Mstep: Class 11 contains 13056 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66884 members 
Mstep: Class 14 contains 34077 members 
Mstep: Class 15 contains 157685 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56683 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 325062 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16215 members 
Mstep: Class 27 contains 435 members 
Mstep: Class 28 contains 1982 members 
Entering Unmasked Estep 
Score: -92680656.000000 Penalty: 94556.320312
Splitting cluster 2 changes total score from -92681136.000000 to -92680656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -112017.937500 Penalty: 1717.791138
	Iteration 0F: 2 clusters Score -112017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -110047.335938 Penalty: 3435.582275
	Iteration 0F: 3 clusters Score -110047.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -110327.906250 Penalty: 3435.582275
	Iteration 1F: 3 clusters Score -110327.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110425.484375 Penalty: 3435.582275
	Iteration 2F: 3 clusters Score -110425.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110480.390625 Penalty: 3435.582275
	Iteration 3Q: 3 clusters Score -110480.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110520.109375 Penalty: 3435.582275
	Iteration 4Q: 3 clusters Score -110520.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -110553.460938 Penalty: 3435.582275
	Iteration 5Q: 3 clusters Score -110553.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110575.375000 Penalty: 3435.582275
	Iteration 6Q: 3 clusters Score -110575.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -110590.343750 Penalty: 3435.582275
	Iteration 7Q: 3 clusters Score -110590.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -110607.218750 Penalty: 3435.582275
	Iteration 8Q: 3 clusters Score -110607.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -110619.296875 Penalty: 3435.582275
	Iteration 9Q: 3 clusters Score -110619.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110632.601562 Penalty: 3435.582275
	Iteration 10Q: 3 clusters Score -110632.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110640.242188 Penalty: 3435.582275
	Iteration 11Q: 3 clusters Score -110640.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110649.687500 Penalty: 3435.582275
	Iteration 12Q: 3 clusters Score -110649.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -110660.140625 Penalty: 3435.582275
	Iteration 13Q: 3 clusters Score -110660.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110681.585938 Penalty: 3435.582275
	Iteration 14Q: 3 clusters Score -110681.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -110697.460938 Penalty: 3435.582275
	Iteration 15Q: 3 clusters Score -110697.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110713.554688 Penalty: 3435.582275
	Iteration 16Q: 3 clusters Score -110713.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110731.484375 Penalty: 3435.582275
	Iteration 17Q: 3 clusters Score -110731.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110752.671875 Penalty: 3435.582275
	Iteration 18Q: 3 clusters Score -110752.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -110775.601562 Penalty: 3435.582275
	Iteration 19Q: 3 clusters Score -110775.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -110804.054688 Penalty: 3435.582275
	Iteration 20F: 3 clusters Score -110804.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110834.429688 Penalty: 3435.582275
	Iteration 21Q: 3 clusters Score -110834.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110856.148438 Penalty: 3435.582275
	Iteration 22Q: 3 clusters Score -110856.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -110882.132812 Penalty: 3435.582275
	Iteration 23Q: 3 clusters Score -110882.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -110918.726562 Penalty: 3435.582275
	Iteration 24Q: 3 clusters Score -110918.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -110954.929688 Penalty: 3435.582275
	Iteration 25Q: 3 clusters Score -110954.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -111003.031250 Penalty: 3435.582275
	Iteration 26Q: 3 clusters Score -111003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -111047.601562 Penalty: 3435.582275
	Iteration 27Q: 3 clusters Score -111047.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -111085.867188 Penalty: 3435.582275
	Iteration 28Q: 3 clusters Score -111085.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -111115.460938 Penalty: 3435.582275
	Iteration 29Q: 3 clusters Score -111115.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -111160.195312 Penalty: 3435.582275
	Iteration 30Q: 3 clusters Score -111160.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -111198.007812 Penalty: 3435.582275
	Iteration 31Q: 3 clusters Score -111198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -111218.710938 Penalty: 3435.582275
	Iteration 32Q: 3 clusters Score -111218.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -111234.484375 Penalty: 3435.582275
	Iteration 33Q: 3 clusters Score -111234.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -111254.828125 Penalty: 3435.582275
	Iteration 34Q: 3 clusters Score -111254.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -111279.312500 Penalty: 3435.582275
	Iteration 35Q: 3 clusters Score -111279.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -111288.578125 Penalty: 3435.582275
	Iteration 36Q: 3 clusters Score -111288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -111293.007812 Penalty: 3435.582275
	Iteration 37Q: 3 clusters Score -111293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -111301.203125 Penalty: 3435.582275
	Iteration 38Q: 3 clusters Score -111301.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111321.734375 Penalty: 3435.582275
	Iteration 39Q: 3 clusters Score -111321.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -111354.890625 Penalty: 3435.582275
	Iteration 40F: 3 clusters Score -111354.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111403.453125 Penalty: 3435.582275
	Iteration 41Q: 3 clusters Score -111403.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -111541.046875 Penalty: 3435.582275
	Iteration 42Q: 3 clusters Score -111541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -111583.460938 Penalty: 3435.582275
	Iteration 43Q: 3 clusters Score -111583.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -111595.726562 Penalty: 3435.582275
	Iteration 44Q: 3 clusters Score -111595.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111601.617188 Penalty: 3435.582275
	Iteration 45Q: 3 clusters Score -111601.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -111602.710938 Penalty: 3435.582275
	Iteration 46Q: 3 clusters Score -111602.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -111602.710938 Penalty: 3435.582275
	Iteration 47F: 3 clusters Score -111602.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -25938.025391 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -25938.03 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 129 members 
Entering Unmasked Estep 
Score: -24711.765625 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -24711.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24787.601562 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -24787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24797.142578 Penalty: 2746.517822
	Iteration 2Q: 3 clusters Score -24797.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24806.564453 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -24806.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24806.564453 Penalty: 2746.517822
	Iteration 4F: 3 clusters Score -24806.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Entering Unmasked Estep 
Score: -653154.062500 Penalty: 2146.795410
	Iteration 0F: 2 clusters Score -653154.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -648197.062500 Penalty: 4293.590820
	Iteration 0F: 3 clusters Score -648197.1 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -649360.375000 Penalty: 4293.590820
	Iteration 1F: 3 clusters Score -649360.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -649552.312500 Penalty: 4293.590820
	Iteration 2F: 3 clusters Score -649552.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -649679.500000 Penalty: 4293.590820
	Iteration 3Q: 3 clusters Score -649679.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -649758.812500 Penalty: 4293.590820
	Iteration 4Q: 3 clusters Score -649758.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -649816.250000 Penalty: 4293.590820
	Iteration 5Q: 3 clusters Score -649816.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -649856.125000 Penalty: 4293.590820
	Iteration 6Q: 3 clusters Score -649856.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -649884.625000 Penalty: 4293.590820
	Iteration 7Q: 3 clusters Score -649884.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -649911.375000 Penalty: 4293.590820
	Iteration 8Q: 3 clusters Score -649911.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -649938.500000 Penalty: 4293.590820
	Iteration 9Q: 3 clusters Score -649938.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -649962.062500 Penalty: 4293.590820
	Iteration 10Q: 3 clusters Score -649962.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -649980.937500 Penalty: 4293.590820
	Iteration 11Q: 3 clusters Score -649980.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -649995.750000 Penalty: 4293.590820
	Iteration 12Q: 3 clusters Score -649995.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -650006.125000 Penalty: 4293.590820
	Iteration 13Q: 3 clusters Score -650006.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -650016.625000 Penalty: 4293.590820
	Iteration 14Q: 3 clusters Score -650016.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -650026.625000 Penalty: 4293.590820
	Iteration 15Q: 3 clusters Score -650026.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -650043.000000 Penalty: 4293.590820
	Iteration 16Q: 3 clusters Score -650043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -650057.625000 Penalty: 4293.590820
	Iteration 17Q: 3 clusters Score -650057.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -650070.250000 Penalty: 4293.590820
	Iteration 18Q: 3 clusters Score -650070.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -650080.062500 Penalty: 4293.590820
	Iteration 19Q: 3 clusters Score -650080.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -650086.312500 Penalty: 4293.590820
	Iteration 20F: 3 clusters Score -650086.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -650095.500000 Penalty: 4293.590820
	Iteration 21Q: 3 clusters Score -650095.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -650100.562500 Penalty: 4293.590820
	Iteration 22Q: 3 clusters Score -650100.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -650106.125000 Penalty: 4293.590820
	Iteration 23Q: 3 clusters Score -650106.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -650107.187500 Penalty: 4293.590820
	Iteration 24Q: 3 clusters Score -650107.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -650112.000000 Penalty: 4293.590820
	Iteration 25Q: 3 clusters Score -650112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -650113.687500 Penalty: 4293.590820
	Iteration 26Q: 3 clusters Score -650113.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -650116.687500 Penalty: 4293.590820
	Iteration 27Q: 3 clusters Score -650116.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -650118.625000 Penalty: 4293.590820
	Iteration 28Q: 3 clusters Score -650118.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -650119.937500 Penalty: 4293.590820
	Iteration 29Q: 3 clusters Score -650119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -650121.500000 Penalty: 4293.590820
	Iteration 30Q: 3 clusters Score -650121.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -650122.437500 Penalty: 4293.590820
	Iteration 31Q: 3 clusters Score -650122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -650123.125000 Penalty: 4293.590820
	Iteration 32Q: 3 clusters Score -650123.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -650124.062500 Penalty: 4293.590820
	Iteration 33Q: 3 clusters Score -650124.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -650126.125000 Penalty: 4293.590820
	Iteration 34Q: 3 clusters Score -650126.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -650127.562500 Penalty: 4293.590820
	Iteration 35Q: 3 clusters Score -650127.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -650128.312500 Penalty: 4293.590820
	Iteration 36Q: 3 clusters Score -650128.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -650129.000000 Penalty: 4293.590820
	Iteration 37Q: 3 clusters Score -650129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -650128.500000 Penalty: 4293.590820
	Iteration 38Q: 3 clusters Score -650128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -650129.187500 Penalty: 4293.590820
	Iteration 39Q: 3 clusters Score -650129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -650129.625000 Penalty: 4293.590820
	Iteration 40F: 3 clusters Score -650129.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -326284.906250 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -326284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -323164.156250 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -323164.2 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -323743.781250 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -323743.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -323887.875000 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -323887.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -323988.031250 Penalty: 3940.468262
	Iteration 3Q: 3 clusters Score -323988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -324049.625000 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -324049.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -324094.906250 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -324094.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -324128.937500 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -324128.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -324150.562500 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -324150.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -324163.218750 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -324163.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -324180.593750 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -324180.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -324192.687500 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -324192.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -324205.500000 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -324205.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -324212.625000 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -324212.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -324222.062500 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -324222.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -324230.968750 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -324231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -324238.250000 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -324238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -324242.312500 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -324242.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -324247.843750 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -324247.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -324252.031250 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -324252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -324261.937500 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -324261.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -324273.218750 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -324273.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -324284.718750 Penalty: 3940.468262
	Iteration 21Q: 3 clusters Score -324284.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -324291.093750 Penalty: 3940.468262
	Iteration 22Q: 3 clusters Score -324291.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -324296.812500 Penalty: 3940.468262
	Iteration 23Q: 3 clusters Score -324296.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -324302.656250 Penalty: 3940.468262
	Iteration 24Q: 3 clusters Score -324302.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -324308.281250 Penalty: 3940.468262
	Iteration 25Q: 3 clusters Score -324308.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -324315.593750 Penalty: 3940.468262
	Iteration 26Q: 3 clusters Score -324315.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -324329.187500 Penalty: 3940.468262
	Iteration 27Q: 3 clusters Score -324329.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -324342.312500 Penalty: 3940.468262
	Iteration 28Q: 3 clusters Score -324342.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -324355.656250 Penalty: 3940.468262
	Iteration 29Q: 3 clusters Score -324355.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -324361.593750 Penalty: 3940.468262
	Iteration 30Q: 3 clusters Score -324361.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -324368.218750 Penalty: 3940.468262
	Iteration 31Q: 3 clusters Score -324368.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -324373.500000 Penalty: 3940.468262
	Iteration 32Q: 3 clusters Score -324373.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -324379.562500 Penalty: 3940.468262
	Iteration 33Q: 3 clusters Score -324379.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -324388.218750 Penalty: 3940.468262
	Iteration 34Q: 3 clusters Score -324388.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -324393.937500 Penalty: 3940.468262
	Iteration 35Q: 3 clusters Score -324393.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -324398.781250 Penalty: 3940.468262
	Iteration 36Q: 3 clusters Score -324398.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -324401.718750 Penalty: 3940.468262
	Iteration 37Q: 3 clusters Score -324401.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -324405.906250 Penalty: 3940.468262
	Iteration 38Q: 3 clusters Score -324405.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -324410.062500 Penalty: 3940.468262
	Iteration 39Q: 3 clusters Score -324410.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -324413.812500 Penalty: 3940.468262
	Iteration 40F: 3 clusters Score -324413.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -324416.500000 Penalty: 3940.468262
	Iteration 41Q: 3 clusters Score -324416.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -324419.625000 Penalty: 3940.468262
	Iteration 42Q: 3 clusters Score -324419.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -324422.500000 Penalty: 3940.468262
	Iteration 43Q: 3 clusters Score -324422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -324423.312500 Penalty: 3940.468262
	Iteration 44Q: 3 clusters Score -324423.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -324425.156250 Penalty: 3940.468262
	Iteration 45Q: 3 clusters Score -324425.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -324428.593750 Penalty: 3940.468262
	Iteration 46Q: 3 clusters Score -324428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -324428.531250 Penalty: 3940.468262
	Iteration 47Q: 3 clusters Score -324428.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -324428.531250 Penalty: 3940.468262
	Iteration 48F: 3 clusters Score -324428.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -83692.242188 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -83692.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81905.781250 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -81905.78 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -82165.062500 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -82165.06 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82294.000000 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -82294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82426.046875 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -82426.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82524.484375 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -82524.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82595.390625 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -82595.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82639.710938 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -82639.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82685.742188 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -82685.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82760.000000 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -82760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82910.101562 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -82910.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83062.164062 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -83062.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83187.492188 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -83187.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83311.562500 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -83311.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83430.039062 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -83430.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83589.851562 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -83589.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83889.679688 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -83889.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84350.195312 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -84350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84350.195312 Penalty: 3329.023193
	Iteration 17F: 3 clusters Score -84350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41358 members 
Mstep: Class 11 contains 13056 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66884 members 
Mstep: Class 14 contains 34077 members 
Mstep: Class 15 contains 157685 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56683 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 325062 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16215 members 
Mstep: Class 27 contains 435 members 
Mstep: Class 28 contains 361 members 
Entering Unmasked Estep 
Score: -92680112.000000 Penalty: 94556.320312
Splitting cluster 7 changes total score from -92681136.000000 to -92680112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (22158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Entering Unmasked Estep 
Score: -2598536.000000 Penalty: 2481.476562
	Iteration 0F: 2 clusters Score -2598536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2583160.500000 Penalty: 4962.953125
	Iteration 0F: 3 clusters Score -2583160 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2588282.250000 Penalty: 4962.953125
	Iteration 1F: 3 clusters Score -2588282 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2588687.500000 Penalty: 4962.953125
	Iteration 2F: 3 clusters Score -2588688 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2589102.000000 Penalty: 4962.953125
	Iteration 3Q: 3 clusters Score -2589102 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2589598.750000 Penalty: 4962.953125
	Iteration 4Q: 3 clusters Score -2589599 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2590197.000000 Penalty: 4962.953125
	Iteration 5F: 3 clusters Score -2590197 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2591062.750000 Penalty: 4962.953125
	Iteration 6F: 3 clusters Score -2591063 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2592138.500000 Penalty: 4962.953125
	Iteration 7F: 3 clusters Score -2592138 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2593465.500000 Penalty: 4962.953125
	Iteration 8F: 3 clusters Score -2593466 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2594670.250000 Penalty: 4962.953125
	Iteration 9F: 3 clusters Score -2594670 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2595590.250000 Penalty: 4962.953125
	Iteration 10Q: 3 clusters Score -2595590 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2596233.000000 Penalty: 4962.953125
	Iteration 11Q: 3 clusters Score -2596233 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2596534.250000 Penalty: 4962.953125
	Iteration 12Q: 3 clusters Score -2596534 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2596660.750000 Penalty: 4962.953125
	Iteration 13Q: 3 clusters Score -2596661 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2596711.500000 Penalty: 4962.953125
	Iteration 14Q: 3 clusters Score -2596712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2596733.750000 Penalty: 4962.953125
	Iteration 15Q: 3 clusters Score -2596734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2596751.500000 Penalty: 4962.953125
	Iteration 16Q: 3 clusters Score -2596752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2596758.500000 Penalty: 4962.953125
	Iteration 17Q: 3 clusters Score -2596758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2596774.000000 Penalty: 4962.953125
	Iteration 18Q: 3 clusters Score -2596774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2596789.250000 Penalty: 4962.953125
	Iteration 19Q: 3 clusters Score -2596789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2596789.750000 Penalty: 4962.953125
	Iteration 20F: 3 clusters Score -2596790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2596800.000000 Penalty: 4962.953125
	Iteration 21Q: 3 clusters Score -2596800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2596801.000000 Penalty: 4962.953125
	Iteration 22Q: 3 clusters Score -2596801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2596798.000000 Penalty: 4962.953125
	Iteration 23Q: 3 clusters Score -2596798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2596805.500000 Penalty: 4962.953125
	Iteration 24Q: 3 clusters Score -2596806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2596809.000000 Penalty: 4962.953125
	Iteration 25Q: 3 clusters Score -2596809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2596811.000000 Penalty: 4962.953125
	Iteration 26Q: 3 clusters Score -2596811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2596806.750000 Penalty: 4962.953125
	Iteration 27Q: 3 clusters Score -2596807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2596806.750000 Penalty: 4962.953125
	Iteration 28F: 3 clusters Score -2596807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -55634.347656 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -55634.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54129.554688 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -54129.55 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -54447.097656 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -54447.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -54738.679688 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -54738.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55026.535156 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -55026.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -55269.218750 Penalty: 3120.618408
	Iteration 4F: 3 clusters Score -55269.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55550.535156 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -55550.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55655.824219 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -55655.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -55658.351562 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -55658.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -55658.351562 Penalty: 3120.618408
	Iteration 8F: 3 clusters Score -55658.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 41358 members 
Mstep: Class 11 contains 13056 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66884 members 
Mstep: Class 14 contains 34077 members 
Mstep: Class 15 contains 157685 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56683 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 325062 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16215 members 
Mstep: Class 27 contains 435 members 
Mstep: Class 28 contains 354 members 
Entering Unmasked Estep 
Score: -92679328.000000 Penalty: 94556.320312
Splitting cluster 9 changes total score from -92681136.000000 to -92679328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (41358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Entering Unmasked Estep 
Score: -4662873.000000 Penalty: 2636.245117
	Iteration 0F: 2 clusters Score -4662873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -4634685.000000 Penalty: 5272.490234
	Iteration 0F: 3 clusters Score -4634685 nChanged 19157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -4644993.000000 Penalty: 5272.490234
	Iteration 1F: 3 clusters Score -4644993 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -4645432.500000 Penalty: 5272.490234
	Iteration 2Q: 3 clusters Score -4645432 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -4645901.000000 Penalty: 5272.490234
	Iteration 3Q: 3 clusters Score -4645901 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -4646527.500000 Penalty: 5272.490234
	Iteration 4Q: 3 clusters Score -4646528 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -4647394.500000 Penalty: 5272.490234
	Iteration 5Q: 3 clusters Score -4647394 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -4648755.500000 Penalty: 5272.490234
	Iteration 6F: 3 clusters Score -4648756 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -4650805.000000 Penalty: 5272.490234
	Iteration 7F: 3 clusters Score -4650805 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -4653634.500000 Penalty: 5272.490234
	Iteration 8F: 3 clusters Score -4653634 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -4656551.000000 Penalty: 5272.490234
	Iteration 9F: 3 clusters Score -4656551 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -4658624.000000 Penalty: 5272.490234
	Iteration 10F: 3 clusters Score -4658624 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -4659694.500000 Penalty: 5272.490234
	Iteration 11Q: 3 clusters Score -4659694 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -4660132.000000 Penalty: 5272.490234
	Iteration 12Q: 3 clusters Score -4660132 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -4660324.500000 Penalty: 5272.490234
	Iteration 13Q: 3 clusters Score -4660324 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -4660429.500000 Penalty: 5272.490234
	Iteration 14Q: 3 clusters Score -4660430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -4660494.500000 Penalty: 5272.490234
	Iteration 15Q: 3 clusters Score -4660494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -4660556.500000 Penalty: 5272.490234
	Iteration 16Q: 3 clusters Score -4660556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -4660586.000000 Penalty: 5272.490234
	Iteration 17Q: 3 clusters Score -4660586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -4660603.000000 Penalty: 5272.490234
	Iteration 18Q: 3 clusters Score -4660603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -4660614.000000 Penalty: 5272.490234
	Iteration 19Q: 3 clusters Score -4660614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -4660618.000000 Penalty: 5272.490234
	Iteration 20F: 3 clusters Score -4660618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -4660618.000000 Penalty: 5272.490234
	Iteration 21Q: 3 clusters Score -4660618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -4660632.000000 Penalty: 5272.490234
	Iteration 22Q: 3 clusters Score -4660632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -4660641.000000 Penalty: 5272.490234
	Iteration 23Q: 3 clusters Score -4660641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -4660643.500000 Penalty: 5272.490234
	Iteration 24Q: 3 clusters Score -4660644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -4660646.500000 Penalty: 5272.490234
	Iteration 25Q: 3 clusters Score -4660646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -4660644.000000 Penalty: 5272.490234
	Iteration 26Q: 3 clusters Score -4660644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -4660651.500000 Penalty: 5272.490234
	Iteration 27Q: 3 clusters Score -4660652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -4660652.000000 Penalty: 5272.490234
	Iteration 28Q: 3 clusters Score -4660652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -4660652.000000 Penalty: 5272.490234
	Iteration 29F: 3 clusters Score -4660652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Entering Unmasked Estep 
Score: -1410391.125000 Penalty: 2350.296875
	Iteration 0F: 2 clusters Score -1410391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1400823.375000 Penalty: 4700.593750
	Iteration 0F: 3 clusters Score -1400823 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1403846.500000 Penalty: 4700.593750
	Iteration 1F: 3 clusters Score -1403846 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1404194.500000 Penalty: 4700.593750
	Iteration 2F: 3 clusters Score -1404194 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1404470.000000 Penalty: 4700.593750
	Iteration 3Q: 3 clusters Score -1404470 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1404709.625000 Penalty: 4700.593750
	Iteration 4Q: 3 clusters Score -1404710 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1404909.375000 Penalty: 4700.593750
	Iteration 5Q: 3 clusters Score -1404909 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1405070.625000 Penalty: 4700.593750
	Iteration 6Q: 3 clusters Score -1405071 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1405259.125000 Penalty: 4700.593750
	Iteration 7Q: 3 clusters Score -1405259 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1405474.250000 Penalty: 4700.593750
	Iteration 8Q: 3 clusters Score -1405474 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1405741.375000 Penalty: 4700.593750
	Iteration 9Q: 3 clusters Score -1405741 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1406061.250000 Penalty: 4700.593750
	Iteration 10Q: 3 clusters Score -1406061 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1406419.875000 Penalty: 4700.593750
	Iteration 11Q: 3 clusters Score -1406420 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1406777.250000 Penalty: 4700.593750
	Iteration 12Q: 3 clusters Score -1406777 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1407109.375000 Penalty: 4700.593750
	Iteration 13Q: 3 clusters Score -1407109 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1407398.750000 Penalty: 4700.593750
	Iteration 14Q: 3 clusters Score -1407399 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1407633.750000 Penalty: 4700.593750
	Iteration 15Q: 3 clusters Score -1407634 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1407805.125000 Penalty: 4700.593750
	Iteration 16Q: 3 clusters Score -1407805 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1407936.750000 Penalty: 4700.593750
	Iteration 17Q: 3 clusters Score -1407937 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1408048.125000 Penalty: 4700.593750
	Iteration 18Q: 3 clusters Score -1408048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1408157.125000 Penalty: 4700.593750
	Iteration 19Q: 3 clusters Score -1408157 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1408242.125000 Penalty: 4700.593750
	Iteration 20F: 3 clusters Score -1408242 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1408311.500000 Penalty: 4700.593750
	Iteration 21Q: 3 clusters Score -1408312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1408384.375000 Penalty: 4700.593750
	Iteration 22Q: 3 clusters Score -1408384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1408427.375000 Penalty: 4700.593750
	Iteration 23Q: 3 clusters Score -1408427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1408462.375000 Penalty: 4700.593750
	Iteration 24Q: 3 clusters Score -1408462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1408493.125000 Penalty: 4700.593750
	Iteration 25Q: 3 clusters Score -1408493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1408506.625000 Penalty: 4700.593750
	Iteration 26Q: 3 clusters Score -1408507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1408515.875000 Penalty: 4700.593750
	Iteration 27Q: 3 clusters Score -1408516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1408520.750000 Penalty: 4700.593750
	Iteration 28Q: 3 clusters Score -1408521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1408524.000000 Penalty: 4700.593750
	Iteration 29Q: 3 clusters Score -1408524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1408532.875000 Penalty: 4700.593750
	Iteration 30Q: 3 clusters Score -1408533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1408536.625000 Penalty: 4700.593750
	Iteration 31Q: 3 clusters Score -1408537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1408543.750000 Penalty: 4700.593750
	Iteration 32Q: 3 clusters Score -1408544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1408555.125000 Penalty: 4700.593750
	Iteration 33Q: 3 clusters Score -1408555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1408561.875000 Penalty: 4700.593750
	Iteration 34Q: 3 clusters Score -1408562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1408565.125000 Penalty: 4700.593750
	Iteration 35Q: 3 clusters Score -1408565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1408565.000000 Penalty: 4700.593750
	Iteration 36Q: 3 clusters Score -1408565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1408566.125000 Penalty: 4700.593750
	Iteration 37Q: 3 clusters Score -1408566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1408569.250000 Penalty: 4700.593750
	Iteration 38Q: 3 clusters Score -1408569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1408570.375000 Penalty: 4700.593750
	Iteration 39Q: 3 clusters Score -1408570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1408574.000000 Penalty: 4700.593750
	Iteration 40F: 3 clusters Score -1408574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1408576.500000 Penalty: 4700.593750
	Iteration 41Q: 3 clusters Score -1408576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1408576.500000 Penalty: 4700.593750
	Iteration 42F: 3 clusters Score -1408576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -31029.970703 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -31029.97 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 196 members 
Entering Unmasked Estep 
Score: -29742.572266 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -29742.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29919.410156 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -29919.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29988.636719 Penalty: 2894.066162
	Iteration 2Q: 3 clusters Score -29988.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30001.556641 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -30001.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30017.062500 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -30017.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30040.417969 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -30040.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30056.566406 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -30056.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30073.345703 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -30073.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30076.146484 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -30076.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30076.146484 Penalty: 2894.066162
	Iteration 9F: 3 clusters Score -30076.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66884 members 
Entering Unmasked Estep 
Score: -7754892.500000 Penalty: 2755.457275
	Iteration 0F: 2 clusters Score -7754892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -7709822.000000 Penalty: 5510.914551
	Iteration 0F: 3 clusters Score -7709822 nChanged 31351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -7727568.000000 Penalty: 5510.914551
	Iteration 1F: 3 clusters Score -7727568 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -7728206.000000 Penalty: 5510.914551
	Iteration 2Q: 3 clusters Score -7728206 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -7729026.500000 Penalty: 5510.914551
	Iteration 3Q: 3 clusters Score -7729026 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -7730143.000000 Penalty: 5510.914551
	Iteration 4Q: 3 clusters Score -7730143 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -7731898.500000 Penalty: 5510.914551
	Iteration 5F: 3 clusters Score -7731898 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -7734954.000000 Penalty: 5510.914551
	Iteration 6F: 3 clusters Score -7734954 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -7739823.500000 Penalty: 5510.914551
	Iteration 7F: 3 clusters Score -7739824 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -7745365.500000 Penalty: 5510.914551
	Iteration 8F: 3 clusters Score -7745366 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -7749444.000000 Penalty: 5510.914551
	Iteration 9F: 3 clusters Score -7749444 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -7751295.500000 Penalty: 5510.914551
	Iteration 10Q: 3 clusters Score -7751296 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -7752036.000000 Penalty: 5510.914551
	Iteration 11Q: 3 clusters Score -7752036 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 66406 members 
Entering Unmasked Estep 
Score: -7752300.500000 Penalty: 5510.914551
	Iteration 12Q: 3 clusters Score -7752300 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -7752433.500000 Penalty: 5510.914551
	Iteration 13Q: 3 clusters Score -7752434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -7752500.500000 Penalty: 5510.914551
	Iteration 14Q: 3 clusters Score -7752500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -7752530.500000 Penalty: 5510.914551
	Iteration 15Q: 3 clusters Score -7752530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -7752561.500000 Penalty: 5510.914551
	Iteration 16Q: 3 clusters Score -7752562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -7752575.000000 Penalty: 5510.914551
	Iteration 17Q: 3 clusters Score -7752575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -7752577.000000 Penalty: 5510.914551
	Iteration 18Q: 3 clusters Score -7752577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -7752577.000000 Penalty: 5510.914551
	Iteration 19Q: 3 clusters Score -7752577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -7752587.000000 Penalty: 5510.914551
	Iteration 20F: 3 clusters Score -7752587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -7752586.500000 Penalty: 5510.914551
	Iteration 21Q: 3 clusters Score -7752586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -7752586.000000 Penalty: 5510.914551
	Iteration 22Q: 3 clusters Score -7752586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -7752586.000000 Penalty: 5510.914551
	Iteration 23F: 3 clusters Score -7752586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Entering Unmasked Estep 
Score: -4007075.750000 Penalty: 2588.221680
	Iteration 0F: 2 clusters Score -4007076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3983670.250000 Penalty: 5176.443359
	Iteration 0F: 3 clusters Score -3983670 nChanged 15511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3992186.000000 Penalty: 5176.443359
	Iteration 1F: 3 clusters Score -3992186 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3992647.500000 Penalty: 5176.443359
	Iteration 2Q: 3 clusters Score -3992648 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3993063.000000 Penalty: 5176.443359
	Iteration 3Q: 3 clusters Score -3993063 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3993501.000000 Penalty: 5176.443359
	Iteration 4Q: 3 clusters Score -3993501 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3993935.000000 Penalty: 5176.443359
	Iteration 5Q: 3 clusters Score -3993935 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3994449.000000 Penalty: 5176.443359
	Iteration 6Q: 3 clusters Score -3994449 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3995103.000000 Penalty: 5176.443359
	Iteration 7Q: 3 clusters Score -3995103 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -3995940.750000 Penalty: 5176.443359
	Iteration 8Q: 3 clusters Score -3995941 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3996979.500000 Penalty: 5176.443359
	Iteration 9Q: 3 clusters Score -3996980 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3998184.750000 Penalty: 5176.443359
	Iteration 10F: 3 clusters Score -3998185 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3999499.000000 Penalty: 5176.443359
	Iteration 11F: 3 clusters Score -3999499 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -4000646.500000 Penalty: 5176.443359
	Iteration 12Q: 3 clusters Score -4000646 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -4001547.750000 Penalty: 5176.443359
	Iteration 13Q: 3 clusters Score -4001548 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -4002244.000000 Penalty: 5176.443359
	Iteration 14Q: 3 clusters Score -4002244 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -4002768.500000 Penalty: 5176.443359
	Iteration 15Q: 3 clusters Score -4002768 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4003165.000000 Penalty: 5176.443359
	Iteration 16Q: 3 clusters Score -4003165 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4003492.750000 Penalty: 5176.443359
	Iteration 17Q: 3 clusters Score -4003493 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4003737.250000 Penalty: 5176.443359
	Iteration 18Q: 3 clusters Score -4003737 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4003995.750000 Penalty: 5176.443359
	Iteration 19Q: 3 clusters Score -4003996 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4004194.500000 Penalty: 5176.443359
	Iteration 20F: 3 clusters Score -4004194 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4004358.250000 Penalty: 5176.443359
	Iteration 21Q: 3 clusters Score -4004358 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4004506.750000 Penalty: 5176.443359
	Iteration 22Q: 3 clusters Score -4004507 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4004591.750000 Penalty: 5176.443359
	Iteration 23Q: 3 clusters Score -4004592 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4004675.750000 Penalty: 5176.443359
	Iteration 24Q: 3 clusters Score -4004676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4004721.250000 Penalty: 5176.443359
	Iteration 25Q: 3 clusters Score -4004721 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4004764.500000 Penalty: 5176.443359
	Iteration 26Q: 3 clusters Score -4004764 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4004800.250000 Penalty: 5176.443359
	Iteration 27Q: 3 clusters Score -4004800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4004831.500000 Penalty: 5176.443359
	Iteration 28Q: 3 clusters Score -4004832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4004857.250000 Penalty: 5176.443359
	Iteration 29Q: 3 clusters Score -4004857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4004873.000000 Penalty: 5176.443359
	Iteration 30Q: 3 clusters Score -4004873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4004891.750000 Penalty: 5176.443359
	Iteration 31Q: 3 clusters Score -4004892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4004905.250000 Penalty: 5176.443359
	Iteration 32Q: 3 clusters Score -4004905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4004911.250000 Penalty: 5176.443359
	Iteration 33Q: 3 clusters Score -4004911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4004925.500000 Penalty: 5176.443359
	Iteration 34Q: 3 clusters Score -4004926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4004933.250000 Penalty: 5176.443359
	Iteration 35Q: 3 clusters Score -4004933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4004933.000000 Penalty: 5176.443359
	Iteration 36Q: 3 clusters Score -4004933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4004943.750000 Penalty: 5176.443359
	Iteration 37Q: 3 clusters Score -4004944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4004945.250000 Penalty: 5176.443359
	Iteration 38Q: 3 clusters Score -4004945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4004944.750000 Penalty: 5176.443359
	Iteration 39Q: 3 clusters Score -4004945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4004942.750000 Penalty: 5176.443359
	Iteration 40F: 3 clusters Score -4004943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4004948.750000 Penalty: 5176.443359
	Iteration 41Q: 3 clusters Score -4004949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4004947.500000 Penalty: 5176.443359
	Iteration 42Q: 3 clusters Score -4004948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4004952.250000 Penalty: 5176.443359
	Iteration 43Q: 3 clusters Score -4004952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4004955.500000 Penalty: 5176.443359
	Iteration 44Q: 3 clusters Score -4004956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4004953.250000 Penalty: 5176.443359
	Iteration 45Q: 3 clusters Score -4004953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4004962.500000 Penalty: 5176.443359
	Iteration 46Q: 3 clusters Score -4004962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4004965.000000 Penalty: 5176.443359
	Iteration 47Q: 3 clusters Score -4004965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4004964.000000 Penalty: 5176.443359
	Iteration 48Q: 3 clusters Score -4004964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4004969.500000 Penalty: 5176.443359
	Iteration 49Q: 3 clusters Score -4004970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4004974.750000 Penalty: 5176.443359
	Iteration 50Q: 3 clusters Score -4004975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4004976.500000 Penalty: 5176.443359
	Iteration 51Q: 3 clusters Score -4004976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4004977.250000 Penalty: 5176.443359
	Iteration 52Q: 3 clusters Score -4004977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4004982.750000 Penalty: 5176.443359
	Iteration 53Q: 3 clusters Score -4004983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4004985.500000 Penalty: 5176.443359
	Iteration 54Q: 3 clusters Score -4004986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4004985.500000 Penalty: 5176.443359
	Iteration 55F: 3 clusters Score -4004986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157685 members 
Entering Unmasked Estep 
Score: -18335876.000000 Penalty: 2968.151855
	Iteration 0F: 2 clusters Score -1.833588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79251 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -18230828.000000 Penalty: 5936.303711
	Iteration 0F: 3 clusters Score -1.823083e+07 nChanged 75390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85209 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -18274688.000000 Penalty: 5936.303711
	Iteration 1F: 3 clusters Score -1.827469e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -18276360.000000 Penalty: 5936.303711
	Iteration 2Q: 3 clusters Score -1.827636e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94636 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -18278974.000000 Penalty: 5936.303711
	Iteration 3Q: 3 clusters Score -1.827897e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103034 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -18284196.000000 Penalty: 5936.303711
	Iteration 4F: 3 clusters Score -1.82842e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114712 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -18293150.000000 Penalty: 5936.303711
	Iteration 5F: 3 clusters Score -1.829315e+07 nChanged 14169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128751 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -18305898.000000 Penalty: 5936.303711
	Iteration 6F: 3 clusters Score -1.83059e+07 nChanged 13119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -18318904.000000 Penalty: 5936.303711
	Iteration 7F: 3 clusters Score -1.83189e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150551 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -18327368.000000 Penalty: 5936.303711
	Iteration 8F: 3 clusters Score -1.832737e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154582 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -18331026.000000 Penalty: 5936.303711
	Iteration 9Q: 3 clusters Score -1.833103e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156160 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -18332332.000000 Penalty: 5936.303711
	Iteration 10Q: 3 clusters Score -1.833233e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -18332784.000000 Penalty: 5936.303711
	Iteration 11Q: 3 clusters Score -1.833278e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -18333030.000000 Penalty: 5936.303711
	Iteration 12Q: 3 clusters Score -1.833303e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157046 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -18333142.000000 Penalty: 5936.303711
	Iteration 13Q: 3 clusters Score -1.833314e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157093 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -18333206.000000 Penalty: 5936.303711
	Iteration 14Q: 3 clusters Score -1.833321e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -18333276.000000 Penalty: 5936.303711
	Iteration 15Q: 3 clusters Score -1.833328e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157133 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -18333316.000000 Penalty: 5936.303711
	Iteration 16Q: 3 clusters Score -1.833332e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157137 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -18333326.000000 Penalty: 5936.303711
	Iteration 17Q: 3 clusters Score -1.833333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157140 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -18333344.000000 Penalty: 5936.303711
	Iteration 18Q: 3 clusters Score -1.833334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157149 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -18333348.000000 Penalty: 5936.303711
	Iteration 19Q: 3 clusters Score -1.833335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157147 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -18333358.000000 Penalty: 5936.303711
	Iteration 20F: 3 clusters Score -1.833336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157152 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -18333350.000000 Penalty: 5936.303711
	Iteration 21Q: 3 clusters Score -1.833335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157156 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -18333372.000000 Penalty: 5936.303711
	Iteration 22Q: 3 clusters Score -1.833337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157162 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -18333374.000000 Penalty: 5936.303711
	Iteration 23Q: 3 clusters Score -1.833337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157166 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18333378.000000 Penalty: 5936.303711
	Iteration 24Q: 3 clusters Score -1.833338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157168 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -18333368.000000 Penalty: 5936.303711
	Iteration 25Q: 3 clusters Score -1.833337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157168 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -18333380.000000 Penalty: 5936.303711
	Iteration 26Q: 3 clusters Score -1.833338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157169 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -18333376.000000 Penalty: 5936.303711
	Iteration 27Q: 3 clusters Score -1.833338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157172 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -18333394.000000 Penalty: 5936.303711
	Iteration 28Q: 3 clusters Score -1.833339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157170 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -18333400.000000 Penalty: 5936.303711
	Iteration 29Q: 3 clusters Score -1.83334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157168 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -18333388.000000 Penalty: 5936.303711
	Iteration 30Q: 3 clusters Score -1.833339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157165 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -18333382.000000 Penalty: 5936.303711
	Iteration 31Q: 3 clusters Score -1.833338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157163 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -18333394.000000 Penalty: 5936.303711
	Iteration 32Q: 3 clusters Score -1.833339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157162 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -18333404.000000 Penalty: 5936.303711
	Iteration 33Q: 3 clusters Score -1.83334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157160 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -18333392.000000 Penalty: 5936.303711
	Iteration 34Q: 3 clusters Score -1.833339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157159 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -18333396.000000 Penalty: 5936.303711
	Iteration 35Q: 3 clusters Score -1.83334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157159 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -18333396.000000 Penalty: 5936.303711
	Iteration 36F: 3 clusters Score -1.83334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Entering Unmasked Estep 
Score: -463507.437500 Penalty: 2069.024414
	Iteration 0F: 2 clusters Score -463507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -459427.781250 Penalty: 4138.048828
	Iteration 0F: 3 clusters Score -459427.8 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -460401.000000 Penalty: 4138.048828
	Iteration 1F: 3 clusters Score -460401 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -460656.593750 Penalty: 4138.048828
	Iteration 2F: 3 clusters Score -460656.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -460851.687500 Penalty: 4138.048828
	Iteration 3F: 3 clusters Score -460851.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -460993.750000 Penalty: 4138.048828
	Iteration 4Q: 3 clusters Score -460993.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -461121.468750 Penalty: 4138.048828
	Iteration 5Q: 3 clusters Score -461121.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -461252.000000 Penalty: 4138.048828
	Iteration 6Q: 3 clusters Score -461252 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -461376.625000 Penalty: 4138.048828
	Iteration 7Q: 3 clusters Score -461376.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -461486.625000 Penalty: 4138.048828
	Iteration 8Q: 3 clusters Score -461486.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -461603.750000 Penalty: 4138.048828
	Iteration 9Q: 3 clusters Score -461603.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -461715.250000 Penalty: 4138.048828
	Iteration 10Q: 3 clusters Score -461715.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -461793.250000 Penalty: 4138.048828
	Iteration 11Q: 3 clusters Score -461793.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -461860.375000 Penalty: 4138.048828
	Iteration 12Q: 3 clusters Score -461860.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -461916.718750 Penalty: 4138.048828
	Iteration 13Q: 3 clusters Score -461916.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -461968.125000 Penalty: 4138.048828
	Iteration 14Q: 3 clusters Score -461968.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -462010.875000 Penalty: 4138.048828
	Iteration 15Q: 3 clusters Score -462010.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -462043.156250 Penalty: 4138.048828
	Iteration 16Q: 3 clusters Score -462043.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -462071.968750 Penalty: 4138.048828
	Iteration 17Q: 3 clusters Score -462072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -462095.968750 Penalty: 4138.048828
	Iteration 18Q: 3 clusters Score -462096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -462113.125000 Penalty: 4138.048828
	Iteration 19Q: 3 clusters Score -462113.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -462121.437500 Penalty: 4138.048828
	Iteration 20F: 3 clusters Score -462121.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -462129.968750 Penalty: 4138.048828
	Iteration 21Q: 3 clusters Score -462130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -462138.250000 Penalty: 4138.048828
	Iteration 22Q: 3 clusters Score -462138.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -462145.218750 Penalty: 4138.048828
	Iteration 23Q: 3 clusters Score -462145.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -462151.000000 Penalty: 4138.048828
	Iteration 24Q: 3 clusters Score -462151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -462155.718750 Penalty: 4138.048828
	Iteration 25Q: 3 clusters Score -462155.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -462158.031250 Penalty: 4138.048828
	Iteration 26Q: 3 clusters Score -462158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -462160.031250 Penalty: 4138.048828
	Iteration 27Q: 3 clusters Score -462160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -462161.312500 Penalty: 4138.048828
	Iteration 28Q: 3 clusters Score -462161.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -462162.750000 Penalty: 4138.048828
	Iteration 29Q: 3 clusters Score -462162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -462164.812500 Penalty: 4138.048828
	Iteration 30Q: 3 clusters Score -462164.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -462165.062500 Penalty: 4138.048828
	Iteration 31Q: 3 clusters Score -462165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -462164.875000 Penalty: 4138.048828
	Iteration 32Q: 3 clusters Score -462164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -462165.812500 Penalty: 4138.048828
	Iteration 33Q: 3 clusters Score -462165.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -462165.812500 Penalty: 4138.048828
	Iteration 34F: 3 clusters Score -462165.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -196038.578125 Penalty: 1877.086182
	Iteration 0F: 2 clusters Score -196038.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -193527.171875 Penalty: 3754.172363
	Iteration 0F: 3 clusters Score -193527.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -193974.250000 Penalty: 3754.172363
	Iteration 1F: 3 clusters Score -193974.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -194092.359375 Penalty: 3754.172363
	Iteration 2F: 3 clusters Score -194092.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -194155.453125 Penalty: 3754.172363
	Iteration 3Q: 3 clusters Score -194155.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -194186.125000 Penalty: 3754.172363
	Iteration 4Q: 3 clusters Score -194186.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -194209.906250 Penalty: 3754.172363
	Iteration 5Q: 3 clusters Score -194209.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -194238.750000 Penalty: 3754.172363
	Iteration 6Q: 3 clusters Score -194238.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -194265.500000 Penalty: 3754.172363
	Iteration 7Q: 3 clusters Score -194265.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -194287.968750 Penalty: 3754.172363
	Iteration 8Q: 3 clusters Score -194288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -194301.171875 Penalty: 3754.172363
	Iteration 9Q: 3 clusters Score -194301.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -194315.328125 Penalty: 3754.172363
	Iteration 10Q: 3 clusters Score -194315.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -194321.609375 Penalty: 3754.172363
	Iteration 11Q: 3 clusters Score -194321.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -194325.156250 Penalty: 3754.172363
	Iteration 12Q: 3 clusters Score -194325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -194328.109375 Penalty: 3754.172363
	Iteration 13Q: 3 clusters Score -194328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -194330.921875 Penalty: 3754.172363
	Iteration 14Q: 3 clusters Score -194330.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -194334.312500 Penalty: 3754.172363
	Iteration 15Q: 3 clusters Score -194334.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -194338.218750 Penalty: 3754.172363
	Iteration 16Q: 3 clusters Score -194338.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -194341.843750 Penalty: 3754.172363
	Iteration 17Q: 3 clusters Score -194341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -194343.937500 Penalty: 3754.172363
	Iteration 18Q: 3 clusters Score -194343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -194344.906250 Penalty: 3754.172363
	Iteration 19Q: 3 clusters Score -194344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -194347.375000 Penalty: 3754.172363
	Iteration 20F: 3 clusters Score -194347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -194351.562500 Penalty: 3754.172363
	Iteration 21Q: 3 clusters Score -194351.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -194355.843750 Penalty: 3754.172363
	Iteration 22Q: 3 clusters Score -194355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -194358.062500 Penalty: 3754.172363
	Iteration 23Q: 3 clusters Score -194358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -194359.937500 Penalty: 3754.172363
	Iteration 24Q: 3 clusters Score -194359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -194361.203125 Penalty: 3754.172363
	Iteration 25Q: 3 clusters Score -194361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -194362.140625 Penalty: 3754.172363
	Iteration 26Q: 3 clusters Score -194362.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -194362.812500 Penalty: 3754.172363
	Iteration 27Q: 3 clusters Score -194362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -194362.812500 Penalty: 3754.172363
	Iteration 28F: 3 clusters Score -194362.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Entering Unmasked Estep 
Score: -6617130.500000 Penalty: 2714.416992
	Iteration 0F: 2 clusters Score -6617130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -6578932.500000 Penalty: 5428.833984
	Iteration 0F: 3 clusters Score -6578932 nChanged 26332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -6593632.000000 Penalty: 5428.833984
	Iteration 1F: 3 clusters Score -6593632 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -6594214.500000 Penalty: 5428.833984
	Iteration 2Q: 3 clusters Score -6594214 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -6594738.000000 Penalty: 5428.833984
	Iteration 3Q: 3 clusters Score -6594738 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -6595231.000000 Penalty: 5428.833984
	Iteration 4Q: 3 clusters Score -6595231 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -6595812.500000 Penalty: 5428.833984
	Iteration 5Q: 3 clusters Score -6595812 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -6596574.000000 Penalty: 5428.833984
	Iteration 6Q: 3 clusters Score -6596574 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -6597735.500000 Penalty: 5428.833984
	Iteration 7Q: 3 clusters Score -6597736 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -6599426.500000 Penalty: 5428.833984
	Iteration 8Q: 3 clusters Score -6599426 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -6601675.500000 Penalty: 5428.833984
	Iteration 9F: 3 clusters Score -6601676 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -6603921.000000 Penalty: 5428.833984
	Iteration 10F: 3 clusters Score -6603921 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -6605231.000000 Penalty: 5428.833984
	Iteration 11Q: 3 clusters Score -6605231 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -6605799.500000 Penalty: 5428.833984
	Iteration 12Q: 3 clusters Score -6605800 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -6606102.000000 Penalty: 5428.833984
	Iteration 13Q: 3 clusters Score -6606102 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -6606372.500000 Penalty: 5428.833984
	Iteration 14Q: 3 clusters Score -6606372 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -6606644.000000 Penalty: 5428.833984
	Iteration 15Q: 3 clusters Score -6606644 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -6606942.000000 Penalty: 5428.833984
	Iteration 16Q: 3 clusters Score -6606942 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -6607262.500000 Penalty: 5428.833984
	Iteration 17Q: 3 clusters Score -6607262 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -6607556.500000 Penalty: 5428.833984
	Iteration 18Q: 3 clusters Score -6607556 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -6607970.500000 Penalty: 5428.833984
	Iteration 19Q: 3 clusters Score -6607970 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -6608325.000000 Penalty: 5428.833984
	Iteration 20F: 3 clusters Score -6608325 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -6608745.500000 Penalty: 5428.833984
	Iteration 21Q: 3 clusters Score -6608746 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -6609223.500000 Penalty: 5428.833984
	Iteration 22Q: 3 clusters Score -6609224 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -6609729.000000 Penalty: 5428.833984
	Iteration 23Q: 3 clusters Score -6609729 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -6610243.500000 Penalty: 5428.833984
	Iteration 24Q: 3 clusters Score -6610244 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -6610764.500000 Penalty: 5428.833984
	Iteration 25Q: 3 clusters Score -6610764 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -6611280.500000 Penalty: 5428.833984
	Iteration 26Q: 3 clusters Score -6611280 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -6611808.500000 Penalty: 5428.833984
	Iteration 27Q: 3 clusters Score -6611808 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -6612299.000000 Penalty: 5428.833984
	Iteration 28Q: 3 clusters Score -6612299 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -6612723.000000 Penalty: 5428.833984
	Iteration 29Q: 3 clusters Score -6612723 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -6613061.000000 Penalty: 5428.833984
	Iteration 30Q: 3 clusters Score -6613061 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -6613348.000000 Penalty: 5428.833984
	Iteration 31Q: 3 clusters Score -6613348 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -6613577.500000 Penalty: 5428.833984
	Iteration 32Q: 3 clusters Score -6613578 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -6613771.000000 Penalty: 5428.833984
	Iteration 33Q: 3 clusters Score -6613771 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -6613938.500000 Penalty: 5428.833984
	Iteration 34Q: 3 clusters Score -6613938 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -6614085.500000 Penalty: 5428.833984
	Iteration 35Q: 3 clusters Score -6614086 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -6614181.500000 Penalty: 5428.833984
	Iteration 36Q: 3 clusters Score -6614182 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -6614288.500000 Penalty: 5428.833984
	Iteration 37Q: 3 clusters Score -6614288 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -6614372.000000 Penalty: 5428.833984
	Iteration 38Q: 3 clusters Score -6614372 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -6614456.500000 Penalty: 5428.833984
	Iteration 39Q: 3 clusters Score -6614456 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -6614528.500000 Penalty: 5428.833984
	Iteration 40F: 3 clusters Score -6614528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -6614585.500000 Penalty: 5428.833984
	Iteration 41Q: 3 clusters Score -6614586 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -6614660.500000 Penalty: 5428.833984
	Iteration 42Q: 3 clusters Score -6614660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -6614693.500000 Penalty: 5428.833984
	Iteration 43Q: 3 clusters Score -6614694 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -6614761.000000 Penalty: 5428.833984
	Iteration 44Q: 3 clusters Score -6614761 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -6614808.500000 Penalty: 5428.833984
	Iteration 45Q: 3 clusters Score -6614808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -6614831.500000 Penalty: 5428.833984
	Iteration 46Q: 3 clusters Score -6614832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -6614853.000000 Penalty: 5428.833984
	Iteration 47Q: 3 clusters Score -6614853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -6614872.000000 Penalty: 5428.833984
	Iteration 48Q: 3 clusters Score -6614872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -6614879.500000 Penalty: 5428.833984
	Iteration 49Q: 3 clusters Score -6614880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -6614889.000000 Penalty: 5428.833984
	Iteration 50Q: 3 clusters Score -6614889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -6614896.500000 Penalty: 5428.833984
	Iteration 51Q: 3 clusters Score -6614896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -6614906.500000 Penalty: 5428.833984
	Iteration 52Q: 3 clusters Score -6614906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -6614898.500000 Penalty: 5428.833984
	Iteration 53Q: 3 clusters Score -6614898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -6614909.000000 Penalty: 5428.833984
	Iteration 54Q: 3 clusters Score -6614909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -6614915.500000 Penalty: 5428.833984
	Iteration 55Q: 3 clusters Score -6614916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -6614916.000000 Penalty: 5428.833984
	Iteration 56Q: 3 clusters Score -6614916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -6614921.500000 Penalty: 5428.833984
	Iteration 57Q: 3 clusters Score -6614922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -6614926.500000 Penalty: 5428.833984
	Iteration 58Q: 3 clusters Score -6614926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -6614933.500000 Penalty: 5428.833984
	Iteration 59Q: 3 clusters Score -6614934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -6614926.000000 Penalty: 5428.833984
	Iteration 60F: 3 clusters Score -6614926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -6614922.000000 Penalty: 5428.833984
	Iteration 61Q: 3 clusters Score -6614922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -6614937.000000 Penalty: 5428.833984
	Iteration 62Q: 3 clusters Score -6614937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -6614946.000000 Penalty: 5428.833984
	Iteration 63Q: 3 clusters Score -6614946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -6614947.000000 Penalty: 5428.833984
	Iteration 64Q: 3 clusters Score -6614947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -6614962.500000 Penalty: 5428.833984
	Iteration 65Q: 3 clusters Score -6614962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -6614956.000000 Penalty: 5428.833984
	Iteration 66Q: 3 clusters Score -6614956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -6614953.000000 Penalty: 5428.833984
	Iteration 67Q: 3 clusters Score -6614953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -6614956.000000 Penalty: 5428.833984
	Iteration 68Q: 3 clusters Score -6614956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -6614958.000000 Penalty: 5428.833984
	Iteration 69Q: 3 clusters Score -6614958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -6614958.000000 Penalty: 5428.833984
	Iteration 70F: 3 clusters Score -6614958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Entering Unmasked Estep 
Score: -3726414.750000 Penalty: 2570.657471
	Iteration 0F: 2 clusters Score -3726415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3704797.250000 Penalty: 5141.314941
	Iteration 0F: 3 clusters Score -3704797 nChanged 14300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3712427.500000 Penalty: 5141.314941
	Iteration 1F: 3 clusters Score -3712428 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3712936.000000 Penalty: 5141.314941
	Iteration 2Q: 3 clusters Score -3712936 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3713421.750000 Penalty: 5141.314941
	Iteration 3Q: 3 clusters Score -3713422 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3714002.750000 Penalty: 5141.314941
	Iteration 4Q: 3 clusters Score -3714003 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3714616.000000 Penalty: 5141.314941
	Iteration 5Q: 3 clusters Score -3714616 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3715370.750000 Penalty: 5141.314941
	Iteration 6Q: 3 clusters Score -3715371 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3716182.000000 Penalty: 5141.314941
	Iteration 7Q: 3 clusters Score -3716182 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3717059.250000 Penalty: 5141.314941
	Iteration 8Q: 3 clusters Score -3717059 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3717948.750000 Penalty: 5141.314941
	Iteration 9Q: 3 clusters Score -3717949 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3718879.250000 Penalty: 5141.314941
	Iteration 10Q: 3 clusters Score -3718879 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3719822.000000 Penalty: 5141.314941
	Iteration 11Q: 3 clusters Score -3719822 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3720569.500000 Penalty: 5141.314941
	Iteration 12Q: 3 clusters Score -3720570 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3721118.000000 Penalty: 5141.314941
	Iteration 13Q: 3 clusters Score -3721118 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3721510.250000 Penalty: 5141.314941
	Iteration 14Q: 3 clusters Score -3721510 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3721864.500000 Penalty: 5141.314941
	Iteration 15Q: 3 clusters Score -3721864 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3722153.750000 Penalty: 5141.314941
	Iteration 16Q: 3 clusters Score -3722154 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3722391.000000 Penalty: 5141.314941
	Iteration 17Q: 3 clusters Score -3722391 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3722586.750000 Penalty: 5141.314941
	Iteration 18Q: 3 clusters Score -3722587 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3722774.000000 Penalty: 5141.314941
	Iteration 19Q: 3 clusters Score -3722774 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3722960.750000 Penalty: 5141.314941
	Iteration 20F: 3 clusters Score -3722961 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3723124.750000 Penalty: 5141.314941
	Iteration 21Q: 3 clusters Score -3723125 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3723300.250000 Penalty: 5141.314941
	Iteration 22Q: 3 clusters Score -3723300 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3723449.000000 Penalty: 5141.314941
	Iteration 23Q: 3 clusters Score -3723449 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3723561.500000 Penalty: 5141.314941
	Iteration 24Q: 3 clusters Score -3723562 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3723664.500000 Penalty: 5141.314941
	Iteration 25Q: 3 clusters Score -3723664 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3723752.000000 Penalty: 5141.314941
	Iteration 26Q: 3 clusters Score -3723752 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3723844.000000 Penalty: 5141.314941
	Iteration 27Q: 3 clusters Score -3723844 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3723901.000000 Penalty: 5141.314941
	Iteration 28Q: 3 clusters Score -3723901 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3723945.250000 Penalty: 5141.314941
	Iteration 29Q: 3 clusters Score -3723945 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3723995.000000 Penalty: 5141.314941
	Iteration 30Q: 3 clusters Score -3723995 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3724040.000000 Penalty: 5141.314941
	Iteration 31Q: 3 clusters Score -3724040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3724057.000000 Penalty: 5141.314941
	Iteration 32Q: 3 clusters Score -3724057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3724068.250000 Penalty: 5141.314941
	Iteration 33Q: 3 clusters Score -3724068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3724083.750000 Penalty: 5141.314941
	Iteration 34Q: 3 clusters Score -3724084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3724094.500000 Penalty: 5141.314941
	Iteration 35Q: 3 clusters Score -3724094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3724107.500000 Penalty: 5141.314941
	Iteration 36Q: 3 clusters Score -3724108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3724116.000000 Penalty: 5141.314941
	Iteration 37Q: 3 clusters Score -3724116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3724130.750000 Penalty: 5141.314941
	Iteration 38Q: 3 clusters Score -3724131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3724146.500000 Penalty: 5141.314941
	Iteration 39Q: 3 clusters Score -3724146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3724157.250000 Penalty: 5141.314941
	Iteration 40F: 3 clusters Score -3724157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3724167.750000 Penalty: 5141.314941
	Iteration 41Q: 3 clusters Score -3724168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3724179.750000 Penalty: 5141.314941
	Iteration 42Q: 3 clusters Score -3724180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3724191.250000 Penalty: 5141.314941
	Iteration 43Q: 3 clusters Score -3724191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3724197.500000 Penalty: 5141.314941
	Iteration 44Q: 3 clusters Score -3724198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3724209.750000 Penalty: 5141.314941
	Iteration 45Q: 3 clusters Score -3724210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3724212.000000 Penalty: 5141.314941
	Iteration 46Q: 3 clusters Score -3724212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3724215.250000 Penalty: 5141.314941
	Iteration 47Q: 3 clusters Score -3724215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3724215.000000 Penalty: 5141.314941
	Iteration 48Q: 3 clusters Score -3724215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3724224.000000 Penalty: 5141.314941
	Iteration 49Q: 3 clusters Score -3724224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3724229.000000 Penalty: 5141.314941
	Iteration 50Q: 3 clusters Score -3724229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3724233.250000 Penalty: 5141.314941
	Iteration 51Q: 3 clusters Score -3724233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3724234.000000 Penalty: 5141.314941
	Iteration 52Q: 3 clusters Score -3724234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3724240.000000 Penalty: 5141.314941
	Iteration 53Q: 3 clusters Score -3724240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3724237.500000 Penalty: 5141.314941
	Iteration 54Q: 3 clusters Score -3724238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3724240.750000 Penalty: 5141.314941
	Iteration 55Q: 3 clusters Score -3724241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3724242.500000 Penalty: 5141.314941
	Iteration 56Q: 3 clusters Score -3724242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3724244.000000 Penalty: 5141.314941
	Iteration 57Q: 3 clusters Score -3724244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3724244.000000 Penalty: 5141.314941
	Iteration 58F: 3 clusters Score -3724244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (325062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325062 members 
Entering Unmasked Estep 
Score: -37250812.000000 Penalty: 3147.559326
	Iteration 0F: 2 clusters Score -3.725081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163063 members 
Mstep: Class 2 contains 161999 members 
Entering Unmasked Estep 
Score: -37065696.000000 Penalty: 6295.118652
	Iteration 0F: 3 clusters Score -3.70657e+07 nChanged 157502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 152459 members 
Entering Unmasked Estep 
Score: -37159676.000000 Penalty: 6295.118652
	Iteration 1F: 3 clusters Score -3.715968e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178837 members 
Mstep: Class 2 contains 146225 members 
Entering Unmasked Estep 
Score: -37162144.000000 Penalty: 6295.118652
	Iteration 2Q: 3 clusters Score -3.716214e+07 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188581 members 
Mstep: Class 2 contains 136481 members 
Entering Unmasked Estep 
Score: -37166488.000000 Penalty: 6295.118652
	Iteration 3Q: 3 clusters Score -3.716649e+07 nChanged 15858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203469 members 
Mstep: Class 2 contains 121593 members 
Entering Unmasked Estep 
Score: -37174128.000000 Penalty: 6295.118652
	Iteration 4Q: 3 clusters Score -3.717413e+07 nChanged 21952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224991 members 
Mstep: Class 2 contains 100071 members 
Entering Unmasked Estep 
Score: -37187740.000000 Penalty: 6295.118652
	Iteration 5F: 3 clusters Score -3.718774e+07 nChanged 27974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252859 members 
Mstep: Class 2 contains 72203 members 
Entering Unmasked Estep 
Score: -37209004.000000 Penalty: 6295.118652
	Iteration 6F: 3 clusters Score -3.7209e+07 nChanged 29295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282132 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -37234672.000000 Penalty: 6295.118652
	Iteration 7F: 3 clusters Score -3.723467e+07 nChanged 23021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305151 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -37249204.000000 Penalty: 6295.118652
	Iteration 8F: 3 clusters Score -3.72492e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317292 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -37249440.000000 Penalty: 6295.118652
	Iteration 9Q: 3 clusters Score -3.724944e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321691 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -37248916.000000 Penalty: 6295.118652
	Iteration 10Q: 3 clusters Score -3.724892e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323079 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -37248964.000000 Penalty: 6295.118652
	Iteration 11Q: 3 clusters Score -3.724896e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323537 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -37249036.000000 Penalty: 6295.118652
	Iteration 12Q: 3 clusters Score -3.724904e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323713 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -37249128.000000 Penalty: 6295.118652
	Iteration 13Q: 3 clusters Score -3.724913e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323776 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -37249168.000000 Penalty: 6295.118652
	Iteration 14Q: 3 clusters Score -3.724917e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323805 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -37249224.000000 Penalty: 6295.118652
	Iteration 15Q: 3 clusters Score -3.724922e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323813 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -37249224.000000 Penalty: 6295.118652
	Iteration 16Q: 3 clusters Score -3.724922e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323810 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -37249268.000000 Penalty: 6295.118652
	Iteration 17Q: 3 clusters Score -3.724927e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323808 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -37249260.000000 Penalty: 6295.118652
	Iteration 18Q: 3 clusters Score -3.724926e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323815 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -37249296.000000 Penalty: 6295.118652
	Iteration 19Q: 3 clusters Score -3.72493e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323817 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -37249280.000000 Penalty: 6295.118652
	Iteration 20F: 3 clusters Score -3.724928e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323827 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -37249340.000000 Penalty: 6295.118652
	Iteration 21Q: 3 clusters Score -3.724934e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323834 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -37249308.000000 Penalty: 6295.118652
	Iteration 22Q: 3 clusters Score -3.724931e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323838 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -37249296.000000 Penalty: 6295.118652
	Iteration 23Q: 3 clusters Score -3.72493e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323840 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -37249340.000000 Penalty: 6295.118652
	Iteration 24Q: 3 clusters Score -3.724934e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323836 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -37249360.000000 Penalty: 6295.118652
	Iteration 25Q: 3 clusters Score -3.724936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323828 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -37249372.000000 Penalty: 6295.118652
	Iteration 26Q: 3 clusters Score -3.724937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323819 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -37249380.000000 Penalty: 6295.118652
	Iteration 27Q: 3 clusters Score -3.724938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323820 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -37249372.000000 Penalty: 6295.118652
	Iteration 28Q: 3 clusters Score -3.724937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323818 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -37249412.000000 Penalty: 6295.118652
	Iteration 29Q: 3 clusters Score -3.724941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323818 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -37249392.000000 Penalty: 6295.118652
	Iteration 30Q: 3 clusters Score -3.724939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323816 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -37249400.000000 Penalty: 6295.118652
	Iteration 31Q: 3 clusters Score -3.72494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323818 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -37249400.000000 Penalty: 6295.118652
	Iteration 32Q: 3 clusters Score -3.72494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323817 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -37249408.000000 Penalty: 6295.118652
	Iteration 33Q: 3 clusters Score -3.724941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323819 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -37249420.000000 Penalty: 6295.118652
	Iteration 34Q: 3 clusters Score -3.724942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323821 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -37249428.000000 Penalty: 6295.118652
	Iteration 35Q: 3 clusters Score -3.724943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323825 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -37249432.000000 Penalty: 6295.118652
	Iteration 36Q: 3 clusters Score -3.724943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323828 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -37249436.000000 Penalty: 6295.118652
	Iteration 37Q: 3 clusters Score -3.724944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323829 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -37249416.000000 Penalty: 6295.118652
	Iteration 38Q: 3 clusters Score -3.724942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323829 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -37249424.000000 Penalty: 6295.118652
	Iteration 39Q: 3 clusters Score -3.724942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323829 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -37249424.000000 Penalty: 6295.118652
	Iteration 40F: 3 clusters Score -3.724942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Entering Unmasked Estep 
Score: -1939206.125000 Penalty: 2408.822266
	Iteration 0F: 2 clusters Score -1939206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1927279.000000 Penalty: 4817.644531
	Iteration 0F: 3 clusters Score -1927279 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1931143.625000 Penalty: 4817.644531
	Iteration 1F: 3 clusters Score -1931144 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1931504.500000 Penalty: 4817.644531
	Iteration 2F: 3 clusters Score -1931504 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1931767.875000 Penalty: 4817.644531
	Iteration 3Q: 3 clusters Score -1931768 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1932011.875000 Penalty: 4817.644531
	Iteration 4Q: 3 clusters Score -1932012 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1932223.000000 Penalty: 4817.644531
	Iteration 5Q: 3 clusters Score -1932223 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1932451.875000 Penalty: 4817.644531
	Iteration 6Q: 3 clusters Score -1932452 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1932727.625000 Penalty: 4817.644531
	Iteration 7Q: 3 clusters Score -1932728 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1933006.125000 Penalty: 4817.644531
	Iteration 8Q: 3 clusters Score -1933006 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1933285.125000 Penalty: 4817.644531
	Iteration 9Q: 3 clusters Score -1933285 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1933611.000000 Penalty: 4817.644531
	Iteration 10Q: 3 clusters Score -1933611 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1933956.375000 Penalty: 4817.644531
	Iteration 11Q: 3 clusters Score -1933956 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1934387.375000 Penalty: 4817.644531
	Iteration 12Q: 3 clusters Score -1934387 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1934791.625000 Penalty: 4817.644531
	Iteration 13Q: 3 clusters Score -1934792 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1935109.750000 Penalty: 4817.644531
	Iteration 14Q: 3 clusters Score -1935110 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1935341.375000 Penalty: 4817.644531
	Iteration 15Q: 3 clusters Score -1935341 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1935471.125000 Penalty: 4817.644531
	Iteration 16Q: 3 clusters Score -1935471 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1935551.625000 Penalty: 4817.644531
	Iteration 17Q: 3 clusters Score -1935552 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1935611.000000 Penalty: 4817.644531
	Iteration 18Q: 3 clusters Score -1935611 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1935656.500000 Penalty: 4817.644531
	Iteration 19Q: 3 clusters Score -1935656 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1935701.250000 Penalty: 4817.644531
	Iteration 20F: 3 clusters Score -1935701 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1935727.250000 Penalty: 4817.644531
	Iteration 21Q: 3 clusters Score -1935727 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1935758.875000 Penalty: 4817.644531
	Iteration 22Q: 3 clusters Score -1935759 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1935792.875000 Penalty: 4817.644531
	Iteration 23Q: 3 clusters Score -1935793 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1935811.250000 Penalty: 4817.644531
	Iteration 24Q: 3 clusters Score -1935811 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1935834.625000 Penalty: 4817.644531
	Iteration 25Q: 3 clusters Score -1935835 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1935846.625000 Penalty: 4817.644531
	Iteration 26Q: 3 clusters Score -1935847 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1935860.625000 Penalty: 4817.644531
	Iteration 27Q: 3 clusters Score -1935861 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1935883.875000 Penalty: 4817.644531
	Iteration 28Q: 3 clusters Score -1935884 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1935895.250000 Penalty: 4817.644531
	Iteration 29Q: 3 clusters Score -1935895 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1935917.375000 Penalty: 4817.644531
	Iteration 30Q: 3 clusters Score -1935917 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1935928.250000 Penalty: 4817.644531
	Iteration 31Q: 3 clusters Score -1935928 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1935945.000000 Penalty: 4817.644531
	Iteration 32Q: 3 clusters Score -1935945 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1935965.375000 Penalty: 4817.644531
	Iteration 33Q: 3 clusters Score -1935965 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1935997.875000 Penalty: 4817.644531
	Iteration 34Q: 3 clusters Score -1935998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1936024.625000 Penalty: 4817.644531
	Iteration 35Q: 3 clusters Score -1936025 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1936050.375000 Penalty: 4817.644531
	Iteration 36Q: 3 clusters Score -1936050 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1936081.750000 Penalty: 4817.644531
	Iteration 37Q: 3 clusters Score -1936082 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1936111.625000 Penalty: 4817.644531
	Iteration 38Q: 3 clusters Score -1936112 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1936155.250000 Penalty: 4817.644531
	Iteration 39Q: 3 clusters Score -1936155 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1936200.500000 Penalty: 4817.644531
	Iteration 40F: 3 clusters Score -1936200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1936243.875000 Penalty: 4817.644531
	Iteration 41Q: 3 clusters Score -1936244 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1936275.000000 Penalty: 4817.644531
	Iteration 42Q: 3 clusters Score -1936275 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1936318.625000 Penalty: 4817.644531
	Iteration 43Q: 3 clusters Score -1936319 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1936361.125000 Penalty: 4817.644531
	Iteration 44Q: 3 clusters Score -1936361 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1936397.500000 Penalty: 4817.644531
	Iteration 45Q: 3 clusters Score -1936398 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1936429.625000 Penalty: 4817.644531
	Iteration 46Q: 3 clusters Score -1936430 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1936458.625000 Penalty: 4817.644531
	Iteration 47Q: 3 clusters Score -1936459 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1936487.250000 Penalty: 4817.644531
	Iteration 48Q: 3 clusters Score -1936487 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1936509.750000 Penalty: 4817.644531
	Iteration 49Q: 3 clusters Score -1936510 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1936526.125000 Penalty: 4817.644531
	Iteration 50Q: 3 clusters Score -1936526 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1936542.375000 Penalty: 4817.644531
	Iteration 51Q: 3 clusters Score -1936542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1936553.625000 Penalty: 4817.644531
	Iteration 52Q: 3 clusters Score -1936554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1936561.000000 Penalty: 4817.644531
	Iteration 53Q: 3 clusters Score -1936561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1936572.000000 Penalty: 4817.644531
	Iteration 54Q: 3 clusters Score -1936572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1936582.625000 Penalty: 4817.644531
	Iteration 55Q: 3 clusters Score -1936583 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1936595.375000 Penalty: 4817.644531
	Iteration 56Q: 3 clusters Score -1936595 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1936603.625000 Penalty: 4817.644531
	Iteration 57Q: 3 clusters Score -1936604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1936610.750000 Penalty: 4817.644531
	Iteration 58Q: 3 clusters Score -1936611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1936624.250000 Penalty: 4817.644531
	Iteration 59Q: 3 clusters Score -1936624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1936622.125000 Penalty: 4817.644531
	Iteration 60F: 3 clusters Score -1936622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1936634.500000 Penalty: 4817.644531
	Iteration 61Q: 3 clusters Score -1936634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1936638.625000 Penalty: 4817.644531
	Iteration 62Q: 3 clusters Score -1936639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1936634.375000 Penalty: 4817.644531
	Iteration 63Q: 3 clusters Score -1936634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1936638.500000 Penalty: 4817.644531
	Iteration 64Q: 3 clusters Score -1936638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1936642.125000 Penalty: 4817.644531
	Iteration 65Q: 3 clusters Score -1936642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1936647.375000 Penalty: 4817.644531
	Iteration 66Q: 3 clusters Score -1936647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1936649.875000 Penalty: 4817.644531
	Iteration 67Q: 3 clusters Score -1936650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1936658.000000 Penalty: 4817.644531
	Iteration 68Q: 3 clusters Score -1936658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1936662.125000 Penalty: 4817.644531
	Iteration 69Q: 3 clusters Score -1936662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1936666.750000 Penalty: 4817.644531
	Iteration 70Q: 3 clusters Score -1936667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1936671.000000 Penalty: 4817.644531
	Iteration 71Q: 3 clusters Score -1936671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1936678.625000 Penalty: 4817.644531
	Iteration 72Q: 3 clusters Score -1936679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1936685.750000 Penalty: 4817.644531
	Iteration 73Q: 3 clusters Score -1936686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1936688.500000 Penalty: 4817.644531
	Iteration 74Q: 3 clusters Score -1936688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1936693.500000 Penalty: 4817.644531
	Iteration 75Q: 3 clusters Score -1936694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1936703.750000 Penalty: 4817.644531
	Iteration 76Q: 3 clusters Score -1936704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1936705.750000 Penalty: 4817.644531
	Iteration 77Q: 3 clusters Score -1936706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1936709.625000 Penalty: 4817.644531
	Iteration 78Q: 3 clusters Score -1936710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1936714.875000 Penalty: 4817.644531
	Iteration 79Q: 3 clusters Score -1936715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1936716.750000 Penalty: 4817.644531
	Iteration 80F: 3 clusters Score -1936717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1936725.500000 Penalty: 4817.644531
	Iteration 81Q: 3 clusters Score -1936726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1936735.125000 Penalty: 4817.644531
	Iteration 82Q: 3 clusters Score -1936735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1936744.125000 Penalty: 4817.644531
	Iteration 83Q: 3 clusters Score -1936744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1936744.375000 Penalty: 4817.644531
	Iteration 84Q: 3 clusters Score -1936744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1936752.750000 Penalty: 4817.644531
	Iteration 85Q: 3 clusters Score -1936753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1936761.875000 Penalty: 4817.644531
	Iteration 86Q: 3 clusters Score -1936762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1936766.875000 Penalty: 4817.644531
	Iteration 87Q: 3 clusters Score -1936767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1936774.375000 Penalty: 4817.644531
	Iteration 88Q: 3 clusters Score -1936774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1936780.125000 Penalty: 4817.644531
	Iteration 89Q: 3 clusters Score -1936780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1936789.000000 Penalty: 4817.644531
	Iteration 90Q: 3 clusters Score -1936789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1936793.000000 Penalty: 4817.644531
	Iteration 91Q: 3 clusters Score -1936793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1936797.875000 Penalty: 4817.644531
	Iteration 92Q: 3 clusters Score -1936798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1936804.625000 Penalty: 4817.644531
	Iteration 93Q: 3 clusters Score -1936805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1936815.875000 Penalty: 4817.644531
	Iteration 94Q: 3 clusters Score -1936816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1936821.000000 Penalty: 4817.644531
	Iteration 95Q: 3 clusters Score -1936821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1936824.625000 Penalty: 4817.644531
	Iteration 96Q: 3 clusters Score -1936825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1936831.000000 Penalty: 4817.644531
	Iteration 97Q: 3 clusters Score -1936831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1936835.000000 Penalty: 4817.644531
	Iteration 98Q: 3 clusters Score -1936835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1936849.125000 Penalty: 4817.644531
	Iteration 99Q: 3 clusters Score -1936849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1936862.875000 Penalty: 4817.644531
	Iteration 100F: 3 clusters Score -1936863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1936875.750000 Penalty: 4817.644531
	Iteration 101Q: 3 clusters Score -1936876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1936887.500000 Penalty: 4817.644531
	Iteration 102Q: 3 clusters Score -1936888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1936892.250000 Penalty: 4817.644531
	Iteration 103Q: 3 clusters Score -1936892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1936899.625000 Penalty: 4817.644531
	Iteration 104Q: 3 clusters Score -1936900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1936911.375000 Penalty: 4817.644531
	Iteration 105Q: 3 clusters Score -1936911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1936917.125000 Penalty: 4817.644531
	Iteration 106Q: 3 clusters Score -1936917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1936923.250000 Penalty: 4817.644531
	Iteration 107Q: 3 clusters Score -1936923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1936938.250000 Penalty: 4817.644531
	Iteration 108Q: 3 clusters Score -1936938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1936944.250000 Penalty: 4817.644531
	Iteration 109Q: 3 clusters Score -1936944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1936955.000000 Penalty: 4817.644531
	Iteration 110Q: 3 clusters Score -1936955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1936959.875000 Penalty: 4817.644531
	Iteration 111Q: 3 clusters Score -1936960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1936966.375000 Penalty: 4817.644531
	Iteration 112Q: 3 clusters Score -1936966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1936968.625000 Penalty: 4817.644531
	Iteration 113Q: 3 clusters Score -1936969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1936969.125000 Penalty: 4817.644531
	Iteration 114Q: 3 clusters Score -1936969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1936969.750000 Penalty: 4817.644531
	Iteration 115Q: 3 clusters Score -1936970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1936972.500000 Penalty: 4817.644531
	Iteration 116Q: 3 clusters Score -1936972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1936976.625000 Penalty: 4817.644531
	Iteration 117Q: 3 clusters Score -1936977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1936979.500000 Penalty: 4817.644531
	Iteration 118Q: 3 clusters Score -1936980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1936986.375000 Penalty: 4817.644531
	Iteration 119Q: 3 clusters Score -1936986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1936990.750000 Penalty: 4817.644531
	Iteration 120F: 3 clusters Score -1936991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1936995.750000 Penalty: 4817.644531
	Iteration 121Q: 3 clusters Score -1936996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1936999.875000 Penalty: 4817.644531
	Iteration 122Q: 3 clusters Score -1937000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1937005.625000 Penalty: 4817.644531
	Iteration 123Q: 3 clusters Score -1937006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1937011.125000 Penalty: 4817.644531
	Iteration 124Q: 3 clusters Score -1937011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1937013.500000 Penalty: 4817.644531
	Iteration 125Q: 3 clusters Score -1937014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1937019.000000 Penalty: 4817.644531
	Iteration 126Q: 3 clusters Score -1937019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1937020.875000 Penalty: 4817.644531
	Iteration 127Q: 3 clusters Score -1937021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1937026.000000 Penalty: 4817.644531
	Iteration 128Q: 3 clusters Score -1937026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1937027.375000 Penalty: 4817.644531
	Iteration 129Q: 3 clusters Score -1937027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1937032.375000 Penalty: 4817.644531
	Iteration 130Q: 3 clusters Score -1937032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1937029.000000 Penalty: 4817.644531
	Iteration 131Q: 3 clusters Score -1937029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1937029.375000 Penalty: 4817.644531
	Iteration 132Q: 3 clusters Score -1937029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1937033.125000 Penalty: 4817.644531
	Iteration 133Q: 3 clusters Score -1937033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1937034.875000 Penalty: 4817.644531
	Iteration 134Q: 3 clusters Score -1937035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1937033.250000 Penalty: 4817.644531
	Iteration 135Q: 3 clusters Score -1937033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1937036.250000 Penalty: 4817.644531
	Iteration 136Q: 3 clusters Score -1937036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1937039.125000 Penalty: 4817.644531
	Iteration 137Q: 3 clusters Score -1937039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1937037.875000 Penalty: 4817.644531
	Iteration 138Q: 3 clusters Score -1937038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1937041.250000 Penalty: 4817.644531
	Iteration 139Q: 3 clusters Score -1937041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1937042.500000 Penalty: 4817.644531
	Iteration 140F: 3 clusters Score -1937042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1937044.375000 Penalty: 4817.644531
	Iteration 141Q: 3 clusters Score -1937044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1937050.125000 Penalty: 4817.644531
	Iteration 142Q: 3 clusters Score -1937050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1937051.000000 Penalty: 4817.644531
	Iteration 143Q: 3 clusters Score -1937051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1937046.500000 Penalty: 4817.644531
	Iteration 144Q: 3 clusters Score -1937046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1937057.750000 Penalty: 4817.644531
	Iteration 145Q: 3 clusters Score -1937058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1937056.375000 Penalty: 4817.644531
	Iteration 146Q: 3 clusters Score -1937056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1937062.500000 Penalty: 4817.644531
	Iteration 147Q: 3 clusters Score -1937062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1937065.250000 Penalty: 4817.644531
	Iteration 148Q: 3 clusters Score -1937065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1937078.250000 Penalty: 4817.644531
	Iteration 149Q: 3 clusters Score -1937078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1937081.000000 Penalty: 4817.644531
	Iteration 150Q: 3 clusters Score -1937081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1937084.875000 Penalty: 4817.644531
	Iteration 151Q: 3 clusters Score -1937085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1937085.000000 Penalty: 4817.644531
	Iteration 152Q: 3 clusters Score -1937085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1937089.000000 Penalty: 4817.644531
	Iteration 153Q: 3 clusters Score -1937089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1937097.375000 Penalty: 4817.644531
	Iteration 154Q: 3 clusters Score -1937097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1937101.625000 Penalty: 4817.644531
	Iteration 155Q: 3 clusters Score -1937102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1937104.750000 Penalty: 4817.644531
	Iteration 156Q: 3 clusters Score -1937105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1937105.750000 Penalty: 4817.644531
	Iteration 157Q: 3 clusters Score -1937106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1937108.250000 Penalty: 4817.644531
	Iteration 158Q: 3 clusters Score -1937108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1937110.375000 Penalty: 4817.644531
	Iteration 159Q: 3 clusters Score -1937110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1937108.625000 Penalty: 4817.644531
	Iteration 160F: 3 clusters Score -1937109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1937110.750000 Penalty: 4817.644531
	Iteration 161Q: 3 clusters Score -1937111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1937111.500000 Penalty: 4817.644531
	Iteration 162Q: 3 clusters Score -1937112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1937108.250000 Penalty: 4817.644531
	Iteration 163Q: 3 clusters Score -1937108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1937108.750000 Penalty: 4817.644531
	Iteration 164Q: 3 clusters Score -1937109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1937108.750000 Penalty: 4817.644531
	Iteration 165F: 3 clusters Score -1937109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -44720.207031 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -44720.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43410.371094 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -43410.37 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43675.410156 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -43675.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43762.031250 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -43762.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43792.390625 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -43792.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43814.707031 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -43814.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43844.636719 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -43844.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43877.226562 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -43877.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43913.765625 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -43913.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43929.117188 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -43929.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43936.636719 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -43936.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43942.089844 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -43942.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43943.363281 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -43943.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43947.097656 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -43947.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43949.253906 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -43949.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43954.644531 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -43954.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43954.644531 Penalty: 3044.312744
	Iteration 15F: 3 clusters Score -43954.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Entering Unmasked Estep 
Score: -775808.250000 Penalty: 2187.862793
	Iteration 0F: 2 clusters Score -775808.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -770111.812500 Penalty: 4375.725586
	Iteration 0F: 3 clusters Score -770111.8 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -771564.812500 Penalty: 4375.725586
	Iteration 1F: 3 clusters Score -771564.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -771820.437500 Penalty: 4375.725586
	Iteration 2F: 3 clusters Score -771820.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -771985.812500 Penalty: 4375.725586
	Iteration 3F: 3 clusters Score -771985.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -772098.687500 Penalty: 4375.725586
	Iteration 4Q: 3 clusters Score -772098.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -772193.312500 Penalty: 4375.725586
	Iteration 5Q: 3 clusters Score -772193.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -772287.187500 Penalty: 4375.725586
	Iteration 6Q: 3 clusters Score -772287.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -772366.687500 Penalty: 4375.725586
	Iteration 7Q: 3 clusters Score -772366.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -772469.562500 Penalty: 4375.725586
	Iteration 8Q: 3 clusters Score -772469.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -772585.312500 Penalty: 4375.725586
	Iteration 9Q: 3 clusters Score -772585.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -772725.562500 Penalty: 4375.725586
	Iteration 10Q: 3 clusters Score -772725.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -772876.562500 Penalty: 4375.725586
	Iteration 11Q: 3 clusters Score -772876.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -773032.812500 Penalty: 4375.725586
	Iteration 12Q: 3 clusters Score -773032.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -773173.437500 Penalty: 4375.725586
	Iteration 13Q: 3 clusters Score -773173.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -773288.687500 Penalty: 4375.725586
	Iteration 14Q: 3 clusters Score -773288.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -773425.687500 Penalty: 4375.725586
	Iteration 15Q: 3 clusters Score -773425.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -773560.625000 Penalty: 4375.725586
	Iteration 16Q: 3 clusters Score -773560.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -773654.437500 Penalty: 4375.725586
	Iteration 17Q: 3 clusters Score -773654.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -773729.250000 Penalty: 4375.725586
	Iteration 18Q: 3 clusters Score -773729.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -773800.312500 Penalty: 4375.725586
	Iteration 19Q: 3 clusters Score -773800.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -773844.125000 Penalty: 4375.725586
	Iteration 20F: 3 clusters Score -773844.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -773893.500000 Penalty: 4375.725586
	Iteration 21Q: 3 clusters Score -773893.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -773931.250000 Penalty: 4375.725586
	Iteration 22Q: 3 clusters Score -773931.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -773956.687500 Penalty: 4375.725586
	Iteration 23Q: 3 clusters Score -773956.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -773980.875000 Penalty: 4375.725586
	Iteration 24Q: 3 clusters Score -773980.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -773999.437500 Penalty: 4375.725586
	Iteration 25Q: 3 clusters Score -773999.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -774016.187500 Penalty: 4375.725586
	Iteration 26Q: 3 clusters Score -774016.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -774031.437500 Penalty: 4375.725586
	Iteration 27Q: 3 clusters Score -774031.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -774041.625000 Penalty: 4375.725586
	Iteration 28Q: 3 clusters Score -774041.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -774055.812500 Penalty: 4375.725586
	Iteration 29Q: 3 clusters Score -774055.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -774064.312500 Penalty: 4375.725586
	Iteration 30Q: 3 clusters Score -774064.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -774071.750000 Penalty: 4375.725586
	Iteration 31Q: 3 clusters Score -774071.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -774078.187500 Penalty: 4375.725586
	Iteration 32Q: 3 clusters Score -774078.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -774083.125000 Penalty: 4375.725586
	Iteration 33Q: 3 clusters Score -774083.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -774085.500000 Penalty: 4375.725586
	Iteration 34Q: 3 clusters Score -774085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -774085.375000 Penalty: 4375.725586
	Iteration 35Q: 3 clusters Score -774085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -774087.437500 Penalty: 4375.725586
	Iteration 36Q: 3 clusters Score -774087.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -774089.500000 Penalty: 4375.725586
	Iteration 37Q: 3 clusters Score -774089.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -774091.312500 Penalty: 4375.725586
	Iteration 38Q: 3 clusters Score -774091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -774096.125000 Penalty: 4375.725586
	Iteration 39Q: 3 clusters Score -774096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -774098.437500 Penalty: 4375.725586
	Iteration 40F: 3 clusters Score -774098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -774101.250000 Penalty: 4375.725586
	Iteration 41Q: 3 clusters Score -774101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -774103.687500 Penalty: 4375.725586
	Iteration 42Q: 3 clusters Score -774103.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -774104.937500 Penalty: 4375.725586
	Iteration 43Q: 3 clusters Score -774104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -774106.187500 Penalty: 4375.725586
	Iteration 44Q: 3 clusters Score -774106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -774106.187500 Penalty: 4375.725586
	Iteration 45F: 3 clusters Score -774106.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -52753.703125 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -52753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51236.164062 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -51236.16 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51533.101562 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -51533.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51693.941406 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -51693.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51800.921875 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -51800.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -51899.343750 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -51899.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51992.132812 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -51992.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52088.855469 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -52088.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52180.394531 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -52180.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52292.609375 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -52292.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52405.835938 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -52405.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52492.875000 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -52492.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52534.316406 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -52534.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52605.324219 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -52605.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -52624.898438 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -52624.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52658.101562 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -52658.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -52697.214844 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -52697.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -52762.246094 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -52762.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -52781.796875 Penalty: 3104.752441
	Iteration 17Q: 3 clusters Score -52781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -52781.796875 Penalty: 3104.752441
	Iteration 18F: 3 clusters Score -52781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41358 members 
Mstep: Class 11 contains 13056 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 66884 members 
Mstep: Class 14 contains 34077 members 
Mstep: Class 15 contains 157685 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 56683 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 325062 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 145 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 16215 members 
Mstep: Class 27 contains 435 members 
Mstep: Class 28 contains 378 members 
Entering Unmasked Estep 
Score: -92679320.000000 Penalty: 94556.320312
Splitting cluster 24 changes total score from -92681136.000000 to -92679320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (6709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Entering Unmasked Estep 
Score: -784372.187500 Penalty: 2185.178711
	Iteration 0F: 2 clusters Score -784372.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -778804.062500 Penalty: 4370.357422
	Iteration 0F: 3 clusters Score -778804.1 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -780293.687500 Penalty: 4370.357422
	Iteration 1F: 3 clusters Score -780293.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -780576.625000 Penalty: 4370.357422
	Iteration 2F: 3 clusters Score -780576.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -780797.937500 Penalty: 4370.357422
	Iteration 3F: 3 clusters Score -780797.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -780988.750000 Penalty: 4370.357422
	Iteration 4Q: 3 clusters Score -780988.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -781161.500000 Penalty: 4370.357422
	Iteration 5Q: 3 clusters Score -781161.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -781300.625000 Penalty: 4370.357422
	Iteration 6Q: 3 clusters Score -781300.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -781418.187500 Penalty: 4370.357422
	Iteration 7Q: 3 clusters Score -781418.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -781529.250000 Penalty: 4370.357422
	Iteration 8Q: 3 clusters Score -781529.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -781642.062500 Penalty: 4370.357422
	Iteration 9Q: 3 clusters Score -781642.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -781736.500000 Penalty: 4370.357422
	Iteration 10Q: 3 clusters Score -781736.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -781827.625000 Penalty: 4370.357422
	Iteration 11Q: 3 clusters Score -781827.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -781914.562500 Penalty: 4370.357422
	Iteration 12Q: 3 clusters Score -781914.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -781989.500000 Penalty: 4370.357422
	Iteration 13Q: 3 clusters Score -781989.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -782057.375000 Penalty: 4370.357422
	Iteration 14Q: 3 clusters Score -782057.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -782123.625000 Penalty: 4370.357422
	Iteration 15Q: 3 clusters Score -782123.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -782175.187500 Penalty: 4370.357422
	Iteration 16Q: 3 clusters Score -782175.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -782218.062500 Penalty: 4370.357422
	Iteration 17Q: 3 clusters Score -782218.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -782256.000000 Penalty: 4370.357422
	Iteration 18Q: 3 clusters Score -782256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -782289.250000 Penalty: 4370.357422
	Iteration 19Q: 3 clusters Score -782289.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -782314.937500 Penalty: 4370.357422
	Iteration 20F: 3 clusters Score -782314.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -782340.437500 Penalty: 4370.357422
	Iteration 21Q: 3 clusters Score -782340.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -782365.000000 Penalty: 4370.357422
	Iteration 22Q: 3 clusters Score -782365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -782384.000000 Penalty: 4370.357422
	Iteration 23Q: 3 clusters Score -782384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -782395.312500 Penalty: 4370.357422
	Iteration 24Q: 3 clusters Score -782395.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -782407.375000 Penalty: 4370.357422
	Iteration 25Q: 3 clusters Score -782407.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -782416.500000 Penalty: 4370.357422
	Iteration 26Q: 3 clusters Score -782416.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -782426.187500 Penalty: 4370.357422
	Iteration 27Q: 3 clusters Score -782426.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -782429.437500 Penalty: 4370.357422
	Iteration 28Q: 3 clusters Score -782429.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -782434.312500 Penalty: 4370.357422
	Iteration 29Q: 3 clusters Score -782434.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -782437.000000 Penalty: 4370.357422
	Iteration 30Q: 3 clusters Score -782437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -782436.062500 Penalty: 4370.357422
	Iteration 31Q: 3 clusters Score -782436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -782436.562500 Penalty: 4370.357422
	Iteration 32Q: 3 clusters Score -782436.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -782438.375000 Penalty: 4370.357422
	Iteration 33Q: 3 clusters Score -782438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -782441.312500 Penalty: 4370.357422
	Iteration 34Q: 3 clusters Score -782441.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -782441.812500 Penalty: 4370.357422
	Iteration 35Q: 3 clusters Score -782441.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -782443.937500 Penalty: 4370.357422
	Iteration 36Q: 3 clusters Score -782443.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -782446.687500 Penalty: 4370.357422
	Iteration 37Q: 3 clusters Score -782446.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -782447.500000 Penalty: 4370.357422
	Iteration 38Q: 3 clusters Score -782447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -782448.687500 Penalty: 4370.357422
	Iteration 39Q: 3 clusters Score -782448.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -782451.187500 Penalty: 4370.357422
	Iteration 40F: 3 clusters Score -782451.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -782450.000000 Penalty: 4370.357422
	Iteration 41Q: 3 clusters Score -782450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -782453.750000 Penalty: 4370.357422
	Iteration 42Q: 3 clusters Score -782453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -782456.750000 Penalty: 4370.357422
	Iteration 43Q: 3 clusters Score -782456.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -782455.812500 Penalty: 4370.357422
	Iteration 44Q: 3 clusters Score -782455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -782456.750000 Penalty: 4370.357422
	Iteration 45Q: 3 clusters Score -782456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -782455.937500 Penalty: 4370.357422
	Iteration 46Q: 3 clusters Score -782455.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -782455.500000 Penalty: 4370.357422
	Iteration 47Q: 3 clusters Score -782455.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -782457.375000 Penalty: 4370.357422
	Iteration 48Q: 3 clusters Score -782457.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -782458.125000 Penalty: 4370.357422
	Iteration 49Q: 3 clusters Score -782458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -782460.187500 Penalty: 4370.357422
	Iteration 50Q: 3 clusters Score -782460.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -782462.687500 Penalty: 4370.357422
	Iteration 51Q: 3 clusters Score -782462.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -782464.500000 Penalty: 4370.357422
	Iteration 52Q: 3 clusters Score -782464.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -782470.750000 Penalty: 4370.357422
	Iteration 53Q: 3 clusters Score -782470.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -782473.187500 Penalty: 4370.357422
	Iteration 54Q: 3 clusters Score -782473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -782472.687500 Penalty: 4370.357422
	Iteration 55Q: 3 clusters Score -782472.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -782473.250000 Penalty: 4370.357422
	Iteration 56Q: 3 clusters Score -782473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -782474.187500 Penalty: 4370.357422
	Iteration 57Q: 3 clusters Score -782474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -782475.125000 Penalty: 4370.357422
	Iteration 58Q: 3 clusters Score -782475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -782475.562500 Penalty: 4370.357422
	Iteration 59Q: 3 clusters Score -782475.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -782479.500000 Penalty: 4370.357422
	Iteration 60F: 3 clusters Score -782479.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -782481.625000 Penalty: 4370.357422
	Iteration 61Q: 3 clusters Score -782481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -782484.250000 Penalty: 4370.357422
	Iteration 62Q: 3 clusters Score -782484.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -782485.625000 Penalty: 4370.357422
	Iteration 63Q: 3 clusters Score -782485.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -782485.625000 Penalty: 4370.357422
	Iteration 64F: 3 clusters Score -782485.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Entering Unmasked Estep 
Score: -1908113.375000 Penalty: 2404.035645
	Iteration 0F: 2 clusters Score -1908113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1896415.125000 Penalty: 4808.071289
	Iteration 0F: 3 clusters Score -1896415 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1900197.375000 Penalty: 4808.071289
	Iteration 1F: 3 clusters Score -1900197 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1900538.625000 Penalty: 4808.071289
	Iteration 2F: 3 clusters Score -1900539 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1900834.375000 Penalty: 4808.071289
	Iteration 3Q: 3 clusters Score -1900834 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1901115.625000 Penalty: 4808.071289
	Iteration 4Q: 3 clusters Score -1901116 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1901388.250000 Penalty: 4808.071289
	Iteration 5Q: 3 clusters Score -1901388 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1901662.500000 Penalty: 4808.071289
	Iteration 6Q: 3 clusters Score -1901662 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1901996.250000 Penalty: 4808.071289
	Iteration 7Q: 3 clusters Score -1901996 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1902437.000000 Penalty: 4808.071289
	Iteration 8Q: 3 clusters Score -1902437 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1903004.000000 Penalty: 4808.071289
	Iteration 9F: 3 clusters Score -1903004 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1903646.250000 Penalty: 4808.071289
	Iteration 10F: 3 clusters Score -1903646 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1904301.250000 Penalty: 4808.071289
	Iteration 11F: 3 clusters Score -1904301 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1904815.875000 Penalty: 4808.071289
	Iteration 12Q: 3 clusters Score -1904816 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1905234.125000 Penalty: 4808.071289
	Iteration 13Q: 3 clusters Score -1905234 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1905504.875000 Penalty: 4808.071289
	Iteration 14Q: 3 clusters Score -1905505 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1905654.000000 Penalty: 4808.071289
	Iteration 15Q: 3 clusters Score -1905654 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1905760.000000 Penalty: 4808.071289
	Iteration 16Q: 3 clusters Score -1905760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1905822.250000 Penalty: 4808.071289
	Iteration 17Q: 3 clusters Score -1905822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1905865.000000 Penalty: 4808.071289
	Iteration 18Q: 3 clusters Score -1905865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1905899.875000 Penalty: 4808.071289
	Iteration 19Q: 3 clusters Score -1905900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1905923.750000 Penalty: 4808.071289
	Iteration 20F: 3 clusters Score -1905924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1905939.250000 Penalty: 4808.071289
	Iteration 21Q: 3 clusters Score -1905939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1905950.875000 Penalty: 4808.071289
	Iteration 22Q: 3 clusters Score -1905951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1905957.625000 Penalty: 4808.071289
	Iteration 23Q: 3 clusters Score -1905958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1905964.500000 Penalty: 4808.071289
	Iteration 24Q: 3 clusters Score -1905964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1905970.750000 Penalty: 4808.071289
	Iteration 25Q: 3 clusters Score -1905971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1905971.750000 Penalty: 4808.071289
	Iteration 26Q: 3 clusters Score -1905972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1905971.750000 Penalty: 4808.071289
	Iteration 27F: 3 clusters Score -1905972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -46208.140625 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -46208.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44740.792969 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -44740.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44868.179688 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -44868.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44909.152344 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -44909.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44934.589844 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -44934.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44949.472656 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -44949.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44960.363281 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -44960.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44971.453125 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -44971.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44973.617188 Penalty: 3013.371582
	Iteration 7Q: 3 clusters Score -44973.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44976.875000 Penalty: 3013.371582
	Iteration 8Q: 3 clusters Score -44976.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44982.726562 Penalty: 3013.371582
	Iteration 9Q: 3 clusters Score -44982.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44982.726562 Penalty: 3013.371582
	Iteration 10F: 3 clusters Score -44982.73 nChanged 0
--- Evaluating fit on full set of 2459808 points ---
Entering Unmasked Estep 
Score: -277052704.000000 Penalty: 98535.617188
24->28 Clusters: Score -277052704.000000, best is -277131136.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 819936 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 34099 members 
Mstep: Class 3 contains 34118 members 
Mstep: Class 4 contains 34090 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 34077 members 
Mstep: Class 7 contains 34229 members 
Mstep: Class 8 contains 34269 members 
Mstep: Class 9 contains 34307 members 
Mstep: Class 10 contains 33734 members 
Mstep: Class 11 contains 34633 members 
Mstep: Class 12 contains 34425 members 
Mstep: Class 13 contains 34317 members 
Mstep: Class 14 contains 34053 members 
Mstep: Class 15 contains 34018 members 
Mstep: Class 16 contains 34036 members 
Mstep: Class 17 contains 34103 members 
Mstep: Class 18 contains 34016 members 
Mstep: Class 19 contains 34137 members 
Mstep: Class 20 contains 34063 members 
Mstep: Class 21 contains 34126 members 
Mstep: Class 22 contains 34144 members 
Mstep: Class 23 contains 34257 members 
Mstep: Class 24 contains 34254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 308.643341 but Gain 3377.007812
Score: -87559640.000000 Penalty: 77671.265625
Iteration 0F: 24 clusters Score -8.755964e+07 nChanged 782942
Entering Unmasked Mstep 
Mstep: Class 0 contains 4026 members 
Mstep: Class 1 contains 193240 members 
Mstep: Class 2 contains 8769 members 
Mstep: Class 3 contains 50564 members 
Mstep: Class 4 contains 48756 members 
Mstep: Class 5 contains 5203 members 
Mstep: Class 6 contains 15889 members 
Mstep: Class 7 contains 42864 members 
Mstep: Class 8 contains 29774 members 
Mstep: Class 9 contains 63776 members 
Mstep: Class 10 contains 23867 members 
Mstep: Class 12 contains 22775 members 
Mstep: Class 13 contains 7478 members 
Mstep: Class 14 contains 44126 members 
Mstep: Class 15 contains 29952 members 
Mstep: Class 16 contains 21710 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 31249 members 
Mstep: Class 19 contains 71255 members 
Mstep: Class 20 contains 11084 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 14255 members 
Mstep: Class 23 contains 41542 members 
Mstep: Class 24 contains 30918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2152.923828 but Gain 3377.015625
Score: -91372448.000000 Penalty: 74294.250000
Iteration 1F: 23 clusters Score -9.137245e+07 nChanged 285999
Entering Unmasked Mstep 
Mstep: Class 0 contains 3320 members 
Mstep: Class 1 contains 275820 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 46166 members 
Mstep: Class 4 contains 47104 members 
Mstep: Class 5 contains 8363 members 
Mstep: Class 6 contains 15729 members 
Mstep: Class 7 contains 33408 members 
Mstep: Class 8 contains 25609 members 
Mstep: Class 9 contains 55950 members 
Mstep: Class 10 contains 19091 members 
Mstep: Class 12 contains 13864 members 
Mstep: Class 13 contains 5476 members 
Mstep: Class 14 contains 63868 members 
Mstep: Class 15 contains 27039 members 
Mstep: Class 16 contains 7752 members 
Mstep: Class 18 contains 21451 members 
Mstep: Class 19 contains 81772 members 
Mstep: Class 20 contains 5610 members 
Mstep: Class 21 contains 3125 members 
Mstep: Class 22 contains 4943 members 
Mstep: Class 23 contains 30157 members 
Mstep: Class 24 contains 18768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -91784304.000000 Penalty: 74294.250000
Iteration 2F: 23 clusters Score -9.17843e+07 nChanged 178620
Entering Unmasked Mstep 
Mstep: Class 0 contains 3174 members 
Mstep: Class 1 contains 329601 members 
Mstep: Class 2 contains 4145 members 
Mstep: Class 3 contains 43214 members 
Mstep: Class 4 contains 42462 members 
Mstep: Class 5 contains 10446 members 
Mstep: Class 6 contains 16841 members 
Mstep: Class 7 contains 23896 members 
Mstep: Class 8 contains 20165 members 
Mstep: Class 9 contains 44066 members 
Mstep: Class 10 contains 13958 members 
Mstep: Class 12 contains 12356 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 83372 members 
Mstep: Class 15 contains 22398 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 18 contains 13811 members 
Mstep: Class 19 contains 86830 members 
Mstep: Class 20 contains 3058 members 
Mstep: Class 21 contains 3505 members 
Mstep: Class 22 contains 1126 members 
Mstep: Class 23 contains 21008 members 
Mstep: Class 24 contains 10946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -91974376.000000 Penalty: 74294.250000
Iteration 3F: 23 clusters Score -9.197438e+07 nChanged 134941
Entering Unmasked Mstep 
Mstep: Class 0 contains 2166 members 
Mstep: Class 1 contains 360874 members 
Mstep: Class 2 contains 3396 members 
Mstep: Class 3 contains 42238 members 
Mstep: Class 4 contains 37323 members 
Mstep: Class 5 contains 10811 members 
Mstep: Class 6 contains 20040 members 
Mstep: Class 7 contains 16228 members 
Mstep: Class 8 contains 16593 members 
Mstep: Class 9 contains 31315 members 
Mstep: Class 10 contains 10515 members 
Mstep: Class 12 contains 13731 members 
Mstep: Class 13 contains 7503 members 
Mstep: Class 14 contains 98770 members 
Mstep: Class 15 contains 18136 members 
Mstep: Class 16 contains 1881 members 
Mstep: Class 18 contains 8561 members 
Mstep: Class 19 contains 91999 members 
Mstep: Class 20 contains 2143 members 
Mstep: Class 21 contains 3897 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 14818 members 
Mstep: Class 24 contains 5786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2796.079834 but Gain 3377.007812
Score: -92090056.000000 Penalty: 70917.242188
Iteration 4F: 22 clusters Score -9.209006e+07 nChanged 102461
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 358963 members 
Mstep: Class 2 contains 3413 members 
Mstep: Class 3 contains 43802 members 
Mstep: Class 4 contains 34592 members 
Mstep: Class 5 contains 11013 members 
Mstep: Class 6 contains 22713 members 
Mstep: Class 7 contains 11594 members 
Mstep: Class 8 contains 14844 members 
Mstep: Class 9 contains 21815 members 
Mstep: Class 10 contains 9629 members 
Mstep: Class 12 contains 17356 members 
Mstep: Class 13 contains 9481 members 
Mstep: Class 14 contains 112102 members 
Mstep: Class 15 contains 15160 members 
Mstep: Class 18 contains 6257 members 
Mstep: Class 19 contains 103321 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 4039 members 
Mstep: Class 22 contains 1277 members 
Mstep: Class 23 contains 12026 members 
Mstep: Class 24 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 2294.128174 but Gain 3377.015625
Score: -92188368.000000 Penalty: 67540.226562
Iteration 5F: 21 clusters Score -9.218837e+07 nChanged 79862
Entering Unmasked Mstep 
Mstep: Class 0 contains 1332 members 
Mstep: Class 1 contains 347379 members 
Mstep: Class 2 contains 3789 members 
Mstep: Class 3 contains 45332 members 
Mstep: Class 4 contains 32350 members 
Mstep: Class 5 contains 10809 members 
Mstep: Class 6 contains 23863 members 
Mstep: Class 7 contains 8121 members 
Mstep: Class 8 contains 13416 members 
Mstep: Class 9 contains 14717 members 
Mstep: Class 10 contains 10442 members 
Mstep: Class 12 contains 21110 members 
Mstep: Class 13 contains 11500 members 
Mstep: Class 14 contains 122339 members 
Mstep: Class 15 contains 12572 members 
Mstep: Class 18 contains 4962 members 
Mstep: Class 19 contains 117944 members 
Mstep: Class 20 contains 2168 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 1328 members 
Mstep: Class 23 contains 10703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92268432.000000 Penalty: 67540.226562
Iteration 6F: 21 clusters Score -9.226843e+07 nChanged 65493
Entering Unmasked Mstep 
Mstep: Class 0 contains 1297 members 
Mstep: Class 1 contains 332552 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 46380 members 
Mstep: Class 4 contains 29914 members 
Mstep: Class 5 contains 10687 members 
Mstep: Class 6 contains 24332 members 
Mstep: Class 7 contains 5475 members 
Mstep: Class 8 contains 12200 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 11984 members 
Mstep: Class 12 contains 24361 members 
Mstep: Class 13 contains 13276 members 
Mstep: Class 14 contains 127037 members 
Mstep: Class 15 contains 10426 members 
Mstep: Class 18 contains 4199 members 
Mstep: Class 19 contains 134870 members 
Mstep: Class 20 contains 2338 members 
Mstep: Class 21 contains 3257 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 10249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92335320.000000 Penalty: 67540.226562
Iteration 7F: 21 clusters Score -9.233532e+07 nChanged 58653
Entering Unmasked Mstep 
Mstep: Class 0 contains 1278 members 
Mstep: Class 1 contains 316302 members 
Mstep: Class 2 contains 4849 members 
Mstep: Class 3 contains 46982 members 
Mstep: Class 4 contains 27343 members 
Mstep: Class 5 contains 10682 members 
Mstep: Class 6 contains 24496 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 11047 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 13844 members 
Mstep: Class 12 contains 26710 members 
Mstep: Class 13 contains 14731 members 
Mstep: Class 14 contains 128256 members 
Mstep: Class 15 contains 8822 members 
Mstep: Class 18 contains 3770 members 
Mstep: Class 19 contains 153816 members 
Mstep: Class 20 contains 2448 members 
Mstep: Class 21 contains 2637 members 
Mstep: Class 22 contains 1326 members 
Mstep: Class 23 contains 10414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2421.033691 but Gain 3377.007812
Score: -92394944.000000 Penalty: 64163.218750
Iteration 8F: 20 clusters Score -9.239494e+07 nChanged 56970
Entering Unmasked Mstep 
Mstep: Class 0 contains 1231 members 
Mstep: Class 1 contains 300071 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 47145 members 
Mstep: Class 4 contains 24983 members 
Mstep: Class 5 contains 10741 members 
Mstep: Class 6 contains 24620 members 
Mstep: Class 8 contains 10078 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 15739 members 
Mstep: Class 12 contains 28019 members 
Mstep: Class 13 contains 16144 members 
Mstep: Class 14 contains 126591 members 
Mstep: Class 15 contains 7939 members 
Mstep: Class 18 contains 3531 members 
Mstep: Class 19 contains 175262 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 1772 members 
Mstep: Class 22 contains 1327 members 
Mstep: Class 23 contains 11053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92451712.000000 Penalty: 64163.218750
Iteration 9F: 20 clusters Score -9.245171e+07 nChanged 51547
Entering Unmasked Mstep 
Mstep: Class 0 contains 1169 members 
Mstep: Class 1 contains 282281 members 
Mstep: Class 2 contains 5737 members 
Mstep: Class 3 contains 47028 members 
Mstep: Class 4 contains 22639 members 
Mstep: Class 5 contains 10846 members 
Mstep: Class 6 contains 24487 members 
Mstep: Class 8 contains 9085 members 
Mstep: Class 9 contains 5470 members 
Mstep: Class 10 contains 17103 members 
Mstep: Class 12 contains 28405 members 
Mstep: Class 13 contains 17487 members 
Mstep: Class 14 contains 122380 members 
Mstep: Class 15 contains 7603 members 
Mstep: Class 18 contains 3360 members 
Mstep: Class 19 contains 197471 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 1335 members 
Mstep: Class 23 contains 11999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92490720.000000 Penalty: 64163.218750
Iteration 10F: 20 clusters Score -9.249072e+07 nChanged 47457
Entering Unmasked Mstep 
Mstep: Class 0 contains 1161 members 
Mstep: Class 1 contains 265245 members 
Mstep: Class 2 contains 6171 members 
Mstep: Class 3 contains 46626 members 
Mstep: Class 4 contains 20902 members 
Mstep: Class 5 contains 10938 members 
Mstep: Class 6 contains 24422 members 
Mstep: Class 8 contains 8193 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 17959 members 
Mstep: Class 12 contains 28086 members 
Mstep: Class 13 contains 18959 members 
Mstep: Class 14 contains 116872 members 
Mstep: Class 15 contains 7717 members 
Mstep: Class 18 contains 3227 members 
Mstep: Class 19 contains 219622 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 1340 members 
Mstep: Class 23 contains 13283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92515848.000000 Penalty: 64163.218750
Iteration 11F: 20 clusters Score -9.251585e+07 nChanged 45799
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 245169 members 
Mstep: Class 2 contains 6645 members 
Mstep: Class 3 contains 46688 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 11055 members 
Mstep: Class 6 contains 24452 members 
Mstep: Class 8 contains 7427 members 
Mstep: Class 9 contains 5017 members 
Mstep: Class 10 contains 18595 members 
Mstep: Class 12 contains 27651 members 
Mstep: Class 13 contains 20662 members 
Mstep: Class 14 contains 110951 members 
Mstep: Class 15 contains 8385 members 
Mstep: Class 18 contains 3129 members 
Mstep: Class 19 contains 242251 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 1338 members 
Mstep: Class 23 contains 15255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92539128.000000 Penalty: 64163.218750
Iteration 12F: 20 clusters Score -9.253913e+07 nChanged 45158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 223867 members 
Mstep: Class 2 contains 7193 members 
Mstep: Class 3 contains 47020 members 
Mstep: Class 4 contains 19862 members 
Mstep: Class 5 contains 11181 members 
Mstep: Class 6 contains 24467 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 4924 members 
Mstep: Class 10 contains 19085 members 
Mstep: Class 12 contains 27157 members 
Mstep: Class 13 contains 22442 members 
Mstep: Class 14 contains 104812 members 
Mstep: Class 15 contains 9198 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 264302 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 1449 members 
Mstep: Class 22 contains 1337 members 
Mstep: Class 23 contains 17877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92559648.000000 Penalty: 64163.218750
Iteration 13F: 20 clusters Score -9.255965e+07 nChanged 42581
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 203370 members 
Mstep: Class 2 contains 7792 members 
Mstep: Class 3 contains 47571 members 
Mstep: Class 4 contains 20251 members 
Mstep: Class 5 contains 11264 members 
Mstep: Class 6 contains 24503 members 
Mstep: Class 8 contains 6391 members 
Mstep: Class 9 contains 4871 members 
Mstep: Class 10 contains 19309 members 
Mstep: Class 12 contains 26577 members 
Mstep: Class 13 contains 24079 members 
Mstep: Class 14 contains 98960 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 18 contains 3128 members 
Mstep: Class 19 contains 284324 members 
Mstep: Class 20 contains 2637 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 1334 members 
Mstep: Class 23 contains 20938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92575968.000000 Penalty: 64163.218750
Iteration 14F: 20 clusters Score -9.257597e+07 nChanged 38911
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 184655 members 
Mstep: Class 2 contains 8489 members 
Mstep: Class 3 contains 48391 members 
Mstep: Class 4 contains 20900 members 
Mstep: Class 5 contains 11331 members 
Mstep: Class 6 contains 24504 members 
Mstep: Class 8 contains 5963 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 19357 members 
Mstep: Class 12 contains 26196 members 
Mstep: Class 13 contains 25391 members 
Mstep: Class 14 contains 93678 members 
Mstep: Class 15 contains 10757 members 
Mstep: Class 18 contains 3251 members 
Mstep: Class 19 contains 301560 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1331 members 
Mstep: Class 23 contains 24101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92584992.000000 Penalty: 64163.218750
Iteration 15Q: 20 clusters Score -9.258499e+07 nChanged 38593
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 165566 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 49548 members 
Mstep: Class 4 contains 21714 members 
Mstep: Class 5 contains 11325 members 
Mstep: Class 6 contains 24515 members 
Mstep: Class 8 contains 5662 members 
Mstep: Class 9 contains 4821 members 
Mstep: Class 10 contains 19588 members 
Mstep: Class 12 contains 26037 members 
Mstep: Class 13 contains 26528 members 
Mstep: Class 14 contains 89022 members 
Mstep: Class 15 contains 11484 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 317580 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 1482 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 27353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92579200.000000 Penalty: 64163.218750
Iteration 16Q: 20 clusters Score -9.25792e+07 nChanged 38205
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 150184 members 
Mstep: Class 2 contains 9693 members 
Mstep: Class 3 contains 51542 members 
Mstep: Class 4 contains 22819 members 
Mstep: Class 5 contains 11273 members 
Mstep: Class 6 contains 24575 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 19956 members 
Mstep: Class 12 contains 26137 members 
Mstep: Class 13 contains 27493 members 
Mstep: Class 14 contains 85287 members 
Mstep: Class 15 contains 12145 members 
Mstep: Class 18 contains 3661 members 
Mstep: Class 19 contains 327758 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 1484 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 30581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92569272.000000 Penalty: 64163.218750
Iteration 17Q: 20 clusters Score -9.256927e+07 nChanged 33761
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 141891 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 54665 members 
Mstep: Class 4 contains 24129 members 
Mstep: Class 5 contains 11165 members 
Mstep: Class 6 contains 24746 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 20405 members 
Mstep: Class 12 contains 26620 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 82232 members 
Mstep: Class 15 contains 12791 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 328508 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 1486 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 33776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92570568.000000 Penalty: 64163.218750
Iteration 18Q: 20 clusters Score -9.257057e+07 nChanged 28113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 137821 members 
Mstep: Class 2 contains 10357 members 
Mstep: Class 3 contains 58585 members 
Mstep: Class 4 contains 25400 members 
Mstep: Class 5 contains 10985 members 
Mstep: Class 6 contains 24871 members 
Mstep: Class 8 contains 5192 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 20798 members 
Mstep: Class 12 contains 27206 members 
Mstep: Class 13 contains 29036 members 
Mstep: Class 14 contains 79151 members 
Mstep: Class 15 contains 13384 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 324699 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 1486 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 36796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92579656.000000 Penalty: 64163.218750
Iteration 19Q: 20 clusters Score -9.257966e+07 nChanged 23845
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 135533 members 
Mstep: Class 2 contains 10496 members 
Mstep: Class 3 contains 62766 members 
Mstep: Class 4 contains 26498 members 
Mstep: Class 5 contains 10814 members 
Mstep: Class 6 contains 24955 members 
Mstep: Class 8 contains 5104 members 
Mstep: Class 9 contains 4801 members 
Mstep: Class 10 contains 21192 members 
Mstep: Class 12 contains 27785 members 
Mstep: Class 13 contains 29782 members 
Mstep: Class 14 contains 75967 members 
Mstep: Class 15 contains 13949 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 319646 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 39446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92590000.000000 Penalty: 64163.218750
Iteration 20F: 20 clusters Score -9.259e+07 nChanged 20806
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 134112 members 
Mstep: Class 2 contains 10527 members 
Mstep: Class 3 contains 66907 members 
Mstep: Class 4 contains 27410 members 
Mstep: Class 5 contains 10658 members 
Mstep: Class 6 contains 24964 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4805 members 
Mstep: Class 10 contains 21461 members 
Mstep: Class 12 contains 28295 members 
Mstep: Class 13 contains 30497 members 
Mstep: Class 14 contains 72765 members 
Mstep: Class 15 contains 14429 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 314833 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 1489 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 41726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92599624.000000 Penalty: 64163.218750
Iteration 21Q: 20 clusters Score -9.259962e+07 nChanged 18575
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 133179 members 
Mstep: Class 2 contains 10483 members 
Mstep: Class 3 contains 70953 members 
Mstep: Class 4 contains 28194 members 
Mstep: Class 5 contains 10483 members 
Mstep: Class 6 contains 24930 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 9 contains 4807 members 
Mstep: Class 10 contains 21520 members 
Mstep: Class 12 contains 28702 members 
Mstep: Class 13 contains 31144 members 
Mstep: Class 14 contains 69684 members 
Mstep: Class 15 contains 14836 members 
Mstep: Class 18 contains 5312 members 
Mstep: Class 19 contains 310602 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 43592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92607480.000000 Penalty: 64163.218750
Iteration 22Q: 20 clusters Score -9.260748e+07 nChanged 16509
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 132481 members 
Mstep: Class 2 contains 10361 members 
Mstep: Class 3 contains 74806 members 
Mstep: Class 4 contains 28833 members 
Mstep: Class 5 contains 10292 members 
Mstep: Class 6 contains 24844 members 
Mstep: Class 8 contains 4902 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 21411 members 
Mstep: Class 12 contains 29016 members 
Mstep: Class 13 contains 31772 members 
Mstep: Class 14 contains 66964 members 
Mstep: Class 15 contains 15205 members 
Mstep: Class 18 contains 5656 members 
Mstep: Class 19 contains 306832 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 45180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92614400.000000 Penalty: 64163.218750
Iteration 23Q: 20 clusters Score -9.26144e+07 nChanged 15252
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 131584 members 
Mstep: Class 2 contains 10177 members 
Mstep: Class 3 contains 78634 members 
Mstep: Class 4 contains 29322 members 
Mstep: Class 5 contains 10141 members 
Mstep: Class 6 contains 24740 members 
Mstep: Class 8 contains 4865 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 21138 members 
Mstep: Class 12 contains 29294 members 
Mstep: Class 13 contains 32397 members 
Mstep: Class 14 contains 64432 members 
Mstep: Class 15 contains 15514 members 
Mstep: Class 18 contains 5978 members 
Mstep: Class 19 contains 303689 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 46658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92619056.000000 Penalty: 64163.218750
Iteration 24Q: 20 clusters Score -9.261906e+07 nChanged 14271
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 130630 members 
Mstep: Class 2 contains 9977 members 
Mstep: Class 3 contains 82362 members 
Mstep: Class 4 contains 29780 members 
Mstep: Class 5 contains 10004 members 
Mstep: Class 6 contains 24633 members 
Mstep: Class 8 contains 4840 members 
Mstep: Class 9 contains 4812 members 
Mstep: Class 10 contains 20817 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 32960 members 
Mstep: Class 14 contains 62238 members 
Mstep: Class 15 contains 15754 members 
Mstep: Class 18 contains 6264 members 
Mstep: Class 19 contains 300793 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 47951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92622776.000000 Penalty: 64163.218750
Iteration 25Q: 20 clusters Score -9.262278e+07 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 129645 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 86024 members 
Mstep: Class 4 contains 30227 members 
Mstep: Class 5 contains 9883 members 
Mstep: Class 6 contains 24502 members 
Mstep: Class 8 contains 4877 members 
Mstep: Class 9 contains 4814 members 
Mstep: Class 10 contains 20393 members 
Mstep: Class 12 contains 29785 members 
Mstep: Class 13 contains 33471 members 
Mstep: Class 14 contains 60232 members 
Mstep: Class 15 contains 15998 members 
Mstep: Class 18 contains 6535 members 
Mstep: Class 19 contains 298207 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 49041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92626168.000000 Penalty: 64163.218750
Iteration 26Q: 20 clusters Score -9.262617e+07 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 128582 members 
Mstep: Class 2 contains 9445 members 
Mstep: Class 3 contains 89595 members 
Mstep: Class 4 contains 30608 members 
Mstep: Class 5 contains 9790 members 
Mstep: Class 6 contains 24393 members 
Mstep: Class 8 contains 4951 members 
Mstep: Class 9 contains 4818 members 
Mstep: Class 10 contains 19900 members 
Mstep: Class 12 contains 29998 members 
Mstep: Class 13 contains 33950 members 
Mstep: Class 14 contains 58445 members 
Mstep: Class 15 contains 16235 members 
Mstep: Class 18 contains 6764 members 
Mstep: Class 19 contains 295936 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 49961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92628880.000000 Penalty: 64163.218750
Iteration 27Q: 20 clusters Score -9.262888e+07 nChanged 12485
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 127475 members 
Mstep: Class 2 contains 9103 members 
Mstep: Class 3 contains 93077 members 
Mstep: Class 4 contains 30925 members 
Mstep: Class 5 contains 9693 members 
Mstep: Class 6 contains 24312 members 
Mstep: Class 8 contains 5017 members 
Mstep: Class 9 contains 4817 members 
Mstep: Class 10 contains 19327 members 
Mstep: Class 12 contains 30172 members 
Mstep: Class 13 contains 34441 members 
Mstep: Class 14 contains 56813 members 
Mstep: Class 15 contains 16466 members 
Mstep: Class 18 contains 7000 members 
Mstep: Class 19 contains 293972 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 50767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92630896.000000 Penalty: 64163.218750
Iteration 28Q: 20 clusters Score -9.26309e+07 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 126287 members 
Mstep: Class 2 contains 8717 members 
Mstep: Class 3 contains 96641 members 
Mstep: Class 4 contains 31230 members 
Mstep: Class 5 contains 9628 members 
Mstep: Class 6 contains 24215 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 4818 members 
Mstep: Class 10 contains 18756 members 
Mstep: Class 12 contains 30359 members 
Mstep: Class 13 contains 34958 members 
Mstep: Class 14 contains 55325 members 
Mstep: Class 15 contains 16688 members 
Mstep: Class 18 contains 7219 members 
Mstep: Class 19 contains 291896 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 51575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92633344.000000 Penalty: 64163.218750
Iteration 29Q: 20 clusters Score -9.263334e+07 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 124957 members 
Mstep: Class 2 contains 8293 members 
Mstep: Class 3 contains 100170 members 
Mstep: Class 4 contains 31458 members 
Mstep: Class 5 contains 9562 members 
Mstep: Class 6 contains 24158 members 
Mstep: Class 8 contains 5132 members 
Mstep: Class 9 contains 4823 members 
Mstep: Class 10 contains 18138 members 
Mstep: Class 12 contains 30531 members 
Mstep: Class 13 contains 35524 members 
Mstep: Class 14 contains 53967 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 18 contains 7408 members 
Mstep: Class 19 contains 290075 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 1496 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 52282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92635672.000000 Penalty: 64163.218750
Iteration 30Q: 20 clusters Score -9.263567e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 123472 members 
Mstep: Class 2 contains 7834 members 
Mstep: Class 3 contains 103469 members 
Mstep: Class 4 contains 31658 members 
Mstep: Class 5 contains 9500 members 
Mstep: Class 6 contains 24111 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 17525 members 
Mstep: Class 12 contains 30707 members 
Mstep: Class 13 contains 36106 members 
Mstep: Class 14 contains 52784 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 18 contains 7608 members 
Mstep: Class 19 contains 288532 members 
Mstep: Class 20 contains 2557 members 
Mstep: Class 21 contains 1496 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 52935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92637728.000000 Penalty: 64163.218750
Iteration 31Q: 20 clusters Score -9.263773e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 121926 members 
Mstep: Class 2 contains 7332 members 
Mstep: Class 3 contains 106677 members 
Mstep: Class 4 contains 31879 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 24062 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 16926 members 
Mstep: Class 12 contains 30859 members 
Mstep: Class 13 contains 36751 members 
Mstep: Class 14 contains 51775 members 
Mstep: Class 15 contains 17278 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 286978 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 1496 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 53581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92639136.000000 Penalty: 64163.218750
Iteration 32Q: 20 clusters Score -9.263914e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 120369 members 
Mstep: Class 2 contains 6787 members 
Mstep: Class 3 contains 109610 members 
Mstep: Class 4 contains 32064 members 
Mstep: Class 5 contains 9366 members 
Mstep: Class 6 contains 24048 members 
Mstep: Class 8 contains 5381 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 16326 members 
Mstep: Class 12 contains 31045 members 
Mstep: Class 13 contains 37469 members 
Mstep: Class 14 contains 50938 members 
Mstep: Class 15 contains 17455 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 285547 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 1496 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 54179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92640640.000000 Penalty: 64163.218750
Iteration 33Q: 20 clusters Score -9.264064e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 118907 members 
Mstep: Class 2 contains 6217 members 
Mstep: Class 3 contains 112405 members 
Mstep: Class 4 contains 32273 members 
Mstep: Class 5 contains 9299 members 
Mstep: Class 6 contains 24023 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 15789 members 
Mstep: Class 12 contains 31237 members 
Mstep: Class 13 contains 38194 members 
Mstep: Class 14 contains 50249 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 18 contains 8167 members 
Mstep: Class 19 contains 283959 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 1496 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 54773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92641928.000000 Penalty: 64163.218750
Iteration 34Q: 20 clusters Score -9.264193e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 117484 members 
Mstep: Class 2 contains 5682 members 
Mstep: Class 3 contains 115118 members 
Mstep: Class 4 contains 32457 members 
Mstep: Class 5 contains 9257 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 8 contains 5558 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 15298 members 
Mstep: Class 12 contains 31482 members 
Mstep: Class 13 contains 38868 members 
Mstep: Class 14 contains 49666 members 
Mstep: Class 15 contains 17769 members 
Mstep: Class 18 contains 8332 members 
Mstep: Class 19 contains 282255 members 
Mstep: Class 20 contains 2557 members 
Mstep: Class 21 contains 1496 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 55358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92642480.000000 Penalty: 64163.218750
Iteration 35Q: 20 clusters Score -9.264248e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 116049 members 
Mstep: Class 2 contains 5182 members 
Mstep: Class 3 contains 117771 members 
Mstep: Class 4 contains 32615 members 
Mstep: Class 5 contains 9211 members 
Mstep: Class 6 contains 23951 members 
Mstep: Class 8 contains 5673 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 14806 members 
Mstep: Class 12 contains 31676 members 
Mstep: Class 13 contains 39527 members 
Mstep: Class 14 contains 49247 members 
Mstep: Class 15 contains 17913 members 
Mstep: Class 18 contains 8488 members 
Mstep: Class 19 contains 280578 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 1496 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 55875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92643896.000000 Penalty: 64163.218750
Iteration 36Q: 20 clusters Score -9.26439e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 114591 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 120415 members 
Mstep: Class 4 contains 32762 members 
Mstep: Class 5 contains 9186 members 
Mstep: Class 6 contains 23900 members 
Mstep: Class 8 contains 5808 members 
Mstep: Class 9 contains 4837 members 
Mstep: Class 10 contains 14329 members 
Mstep: Class 12 contains 31862 members 
Mstep: Class 13 contains 40183 members 
Mstep: Class 14 contains 48903 members 
Mstep: Class 15 contains 18035 members 
Mstep: Class 18 contains 8637 members 
Mstep: Class 19 contains 278902 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 56360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92645448.000000 Penalty: 64163.218750
Iteration 37Q: 20 clusters Score -9.264545e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 113133 members 
Mstep: Class 2 contains 4234 members 
Mstep: Class 3 contains 123155 members 
Mstep: Class 4 contains 32903 members 
Mstep: Class 5 contains 9157 members 
Mstep: Class 6 contains 23855 members 
Mstep: Class 8 contains 5939 members 
Mstep: Class 9 contains 4838 members 
Mstep: Class 10 contains 13842 members 
Mstep: Class 12 contains 32025 members 
Mstep: Class 13 contains 40828 members 
Mstep: Class 14 contains 48595 members 
Mstep: Class 15 contains 18149 members 
Mstep: Class 18 contains 8793 members 
Mstep: Class 19 contains 277134 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 56824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92646184.000000 Penalty: 64163.218750
Iteration 38Q: 20 clusters Score -9.264618e+07 nChanged 8018
Entering ConstructFrom: 
Score: -92646184.000000 Penalty: 64163.218750
Entering ConstructFrom: 
Trying to split cluster 1 (111731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111731 members 
Entering Unmasked Estep 
Score: -12911980.000000 Penalty: 2882.714844
	Iteration 0F: 2 clusters Score -1.291198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -12837188.000000 Penalty: 5765.429688
	Iteration 0F: 3 clusters Score -1.283719e+07 nChanged 52936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -12867729.000000 Penalty: 5765.429688
	Iteration 1F: 3 clusters Score -1.286773e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -12868618.000000 Penalty: 5765.429688
	Iteration 2Q: 3 clusters Score -1.286862e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -12869687.000000 Penalty: 5765.429688
	Iteration 3Q: 3 clusters Score -1.286969e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -12871034.000000 Penalty: 5765.429688
	Iteration 4Q: 3 clusters Score -1.287103e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -12872459.000000 Penalty: 5765.429688
	Iteration 5Q: 3 clusters Score -1.287246e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -12874218.000000 Penalty: 5765.429688
	Iteration 6Q: 3 clusters Score -1.287422e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -12876286.000000 Penalty: 5765.429688
	Iteration 7Q: 3 clusters Score -1.287629e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -12878887.000000 Penalty: 5765.429688
	Iteration 8Q: 3 clusters Score -1.287889e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -12882008.000000 Penalty: 5765.429688
	Iteration 9F: 3 clusters Score -1.288201e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -12885904.000000 Penalty: 5765.429688
	Iteration 10F: 3 clusters Score -1.28859e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -12890124.000000 Penalty: 5765.429688
	Iteration 11F: 3 clusters Score -1.289012e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -12893450.000000 Penalty: 5765.429688
	Iteration 12Q: 3 clusters Score -1.289345e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -12895202.000000 Penalty: 5765.429688
	Iteration 13Q: 3 clusters Score -1.28952e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62426 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -12895921.000000 Penalty: 5765.429688
	Iteration 14Q: 3 clusters Score -1.289592e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63234 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -12896495.000000 Penalty: 5765.429688
	Iteration 15Q: 3 clusters Score -1.28965e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -12896857.000000 Penalty: 5765.429688
	Iteration 16Q: 3 clusters Score -1.289686e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -12897199.000000 Penalty: 5765.429688
	Iteration 17Q: 3 clusters Score -1.28972e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -12897562.000000 Penalty: 5765.429688
	Iteration 18Q: 3 clusters Score -1.289756e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -12897939.000000 Penalty: 5765.429688
	Iteration 19Q: 3 clusters Score -1.289794e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -12898377.000000 Penalty: 5765.429688
	Iteration 20F: 3 clusters Score -1.289838e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -12898684.000000 Penalty: 5765.429688
	Iteration 21Q: 3 clusters Score -1.289868e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -12898974.000000 Penalty: 5765.429688
	Iteration 22Q: 3 clusters Score -1.289897e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69220 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -12899280.000000 Penalty: 5765.429688
	Iteration 23Q: 3 clusters Score -1.289928e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70040 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -12899625.000000 Penalty: 5765.429688
	Iteration 24Q: 3 clusters Score -1.289962e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -12900026.000000 Penalty: 5765.429688
	Iteration 25Q: 3 clusters Score -1.290003e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -12900374.000000 Penalty: 5765.429688
	Iteration 26Q: 3 clusters Score -1.290037e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -12900725.000000 Penalty: 5765.429688
	Iteration 27Q: 3 clusters Score -1.290072e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -12901014.000000 Penalty: 5765.429688
	Iteration 28Q: 3 clusters Score -1.290101e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -12901329.000000 Penalty: 5765.429688
	Iteration 29Q: 3 clusters Score -1.290133e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -12901595.000000 Penalty: 5765.429688
	Iteration 30Q: 3 clusters Score -1.29016e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -12901880.000000 Penalty: 5765.429688
	Iteration 31Q: 3 clusters Score -1.290188e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -12902186.000000 Penalty: 5765.429688
	Iteration 32Q: 3 clusters Score -1.290219e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78501 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -12902479.000000 Penalty: 5765.429688
	Iteration 33Q: 3 clusters Score -1.290248e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79500 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -12902811.000000 Penalty: 5765.429688
	Iteration 34Q: 3 clusters Score -1.290281e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -12903092.000000 Penalty: 5765.429688
	Iteration 35Q: 3 clusters Score -1.290309e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -12903369.000000 Penalty: 5765.429688
	Iteration 36Q: 3 clusters Score -1.290337e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -12903620.000000 Penalty: 5765.429688
	Iteration 37Q: 3 clusters Score -1.290362e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83545 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -12903764.000000 Penalty: 5765.429688
	Iteration 38Q: 3 clusters Score -1.290376e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84473 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -12903890.000000 Penalty: 5765.429688
	Iteration 39Q: 3 clusters Score -1.290389e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -12904118.000000 Penalty: 5765.429688
	Iteration 40F: 3 clusters Score -1.290412e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -12904279.000000 Penalty: 5765.429688
	Iteration 41Q: 3 clusters Score -1.290428e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -12904581.000000 Penalty: 5765.429688
	Iteration 42Q: 3 clusters Score -1.290458e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88096 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -12904751.000000 Penalty: 5765.429688
	Iteration 43Q: 3 clusters Score -1.290475e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -12904912.000000 Penalty: 5765.429688
	Iteration 44Q: 3 clusters Score -1.290491e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -12905049.000000 Penalty: 5765.429688
	Iteration 45Q: 3 clusters Score -1.290505e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90596 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -12905218.000000 Penalty: 5765.429688
	Iteration 46Q: 3 clusters Score -1.290522e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91393 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -12905413.000000 Penalty: 5765.429688
	Iteration 47Q: 3 clusters Score -1.290541e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -12905614.000000 Penalty: 5765.429688
	Iteration 48Q: 3 clusters Score -1.290561e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93052 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -12905824.000000 Penalty: 5765.429688
	Iteration 49Q: 3 clusters Score -1.290582e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -12906032.000000 Penalty: 5765.429688
	Iteration 50Q: 3 clusters Score -1.290603e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94700 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -12906174.000000 Penalty: 5765.429688
	Iteration 51Q: 3 clusters Score -1.290617e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -12906357.000000 Penalty: 5765.429688
	Iteration 52Q: 3 clusters Score -1.290636e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -12906490.000000 Penalty: 5765.429688
	Iteration 53Q: 3 clusters Score -1.290649e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96881 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -12906652.000000 Penalty: 5765.429688
	Iteration 54Q: 3 clusters Score -1.290665e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97553 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -12906839.000000 Penalty: 5765.429688
	Iteration 55Q: 3 clusters Score -1.290684e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98233 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -12907001.000000 Penalty: 5765.429688
	Iteration 56Q: 3 clusters Score -1.2907e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98898 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -12907109.000000 Penalty: 5765.429688
	Iteration 57Q: 3 clusters Score -1.290711e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99525 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -12907228.000000 Penalty: 5765.429688
	Iteration 58Q: 3 clusters Score -1.290723e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100119 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -12907406.000000 Penalty: 5765.429688
	Iteration 59Q: 3 clusters Score -1.290741e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100660 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -12907491.000000 Penalty: 5765.429688
	Iteration 60F: 3 clusters Score -1.290749e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101158 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -12907630.000000 Penalty: 5765.429688
	Iteration 61Q: 3 clusters Score -1.290763e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101639 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -12907756.000000 Penalty: 5765.429688
	Iteration 62Q: 3 clusters Score -1.290776e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102153 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -12907891.000000 Penalty: 5765.429688
	Iteration 63Q: 3 clusters Score -1.290789e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102616 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -12907963.000000 Penalty: 5765.429688
	Iteration 64Q: 3 clusters Score -1.290796e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103047 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -12908038.000000 Penalty: 5765.429688
	Iteration 65Q: 3 clusters Score -1.290804e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103494 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -12908153.000000 Penalty: 5765.429688
	Iteration 66Q: 3 clusters Score -1.290815e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103915 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -12908276.000000 Penalty: 5765.429688
	Iteration 67Q: 3 clusters Score -1.290828e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -12908425.000000 Penalty: 5765.429688
	Iteration 68Q: 3 clusters Score -1.290842e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104726 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -12908525.000000 Penalty: 5765.429688
	Iteration 69Q: 3 clusters Score -1.290852e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105080 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -12908567.000000 Penalty: 5765.429688
	Iteration 70Q: 3 clusters Score -1.290857e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105401 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -12908660.000000 Penalty: 5765.429688
	Iteration 71Q: 3 clusters Score -1.290866e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105714 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -12908738.000000 Penalty: 5765.429688
	Iteration 72Q: 3 clusters Score -1.290874e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106032 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -12908798.000000 Penalty: 5765.429688
	Iteration 73Q: 3 clusters Score -1.29088e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106331 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -12908871.000000 Penalty: 5765.429688
	Iteration 74Q: 3 clusters Score -1.290887e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106609 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -12908965.000000 Penalty: 5765.429688
	Iteration 75Q: 3 clusters Score -1.290896e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106894 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -12909043.000000 Penalty: 5765.429688
	Iteration 76Q: 3 clusters Score -1.290904e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107127 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -12909116.000000 Penalty: 5765.429688
	Iteration 77Q: 3 clusters Score -1.290912e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107348 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -12909144.000000 Penalty: 5765.429688
	Iteration 78Q: 3 clusters Score -1.290914e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107534 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -12909200.000000 Penalty: 5765.429688
	Iteration 79Q: 3 clusters Score -1.29092e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107724 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -12909245.000000 Penalty: 5765.429688
	Iteration 80F: 3 clusters Score -1.290924e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107905 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -12909290.000000 Penalty: 5765.429688
	Iteration 81Q: 3 clusters Score -1.290929e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -12909334.000000 Penalty: 5765.429688
	Iteration 82Q: 3 clusters Score -1.290933e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108265 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -12909364.000000 Penalty: 5765.429688
	Iteration 83Q: 3 clusters Score -1.290936e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108419 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -12909446.000000 Penalty: 5765.429688
	Iteration 84Q: 3 clusters Score -1.290945e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108570 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -12909451.000000 Penalty: 5765.429688
	Iteration 85Q: 3 clusters Score -1.290945e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108701 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -12909486.000000 Penalty: 5765.429688
	Iteration 86Q: 3 clusters Score -1.290949e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108820 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -12909527.000000 Penalty: 5765.429688
	Iteration 87Q: 3 clusters Score -1.290953e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108940 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -12909587.000000 Penalty: 5765.429688
	Iteration 88Q: 3 clusters Score -1.290959e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109051 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -12909623.000000 Penalty: 5765.429688
	Iteration 89Q: 3 clusters Score -1.290962e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -12909660.000000 Penalty: 5765.429688
	Iteration 90Q: 3 clusters Score -1.290966e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109276 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -12909714.000000 Penalty: 5765.429688
	Iteration 91Q: 3 clusters Score -1.290971e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109373 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -12909739.000000 Penalty: 5765.429688
	Iteration 92Q: 3 clusters Score -1.290974e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109449 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -12909769.000000 Penalty: 5765.429688
	Iteration 93Q: 3 clusters Score -1.290977e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109520 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -12909784.000000 Penalty: 5765.429688
	Iteration 94Q: 3 clusters Score -1.290978e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109608 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -12909848.000000 Penalty: 5765.429688
	Iteration 95Q: 3 clusters Score -1.290985e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109692 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -12909862.000000 Penalty: 5765.429688
	Iteration 96Q: 3 clusters Score -1.290986e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109768 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -12909912.000000 Penalty: 5765.429688
	Iteration 97Q: 3 clusters Score -1.290991e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -12909917.000000 Penalty: 5765.429688
	Iteration 98Q: 3 clusters Score -1.290992e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109864 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -12909942.000000 Penalty: 5765.429688
	Iteration 99Q: 3 clusters Score -1.290994e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109901 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -12909965.000000 Penalty: 5765.429688
	Iteration 100F: 3 clusters Score -1.290996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109920 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -12909955.000000 Penalty: 5765.429688
	Iteration 101Q: 3 clusters Score -1.290996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -12909955.000000 Penalty: 5765.429688
	Iteration 102Q: 3 clusters Score -1.290996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109961 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -12909991.000000 Penalty: 5765.429688
	Iteration 103Q: 3 clusters Score -1.290999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109984 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -12909978.000000 Penalty: 5765.429688
	Iteration 104Q: 3 clusters Score -1.290998e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -12910003.000000 Penalty: 5765.429688
	Iteration 105Q: 3 clusters Score -1.291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110016 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -12910016.000000 Penalty: 5765.429688
	Iteration 106Q: 3 clusters Score -1.291002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110028 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -12910014.000000 Penalty: 5765.429688
	Iteration 107Q: 3 clusters Score -1.291001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110036 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -12910029.000000 Penalty: 5765.429688
	Iteration 108Q: 3 clusters Score -1.291003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110048 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -12910017.000000 Penalty: 5765.429688
	Iteration 109Q: 3 clusters Score -1.291002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -12910017.000000 Penalty: 5765.429688
	Iteration 110Q: 3 clusters Score -1.291002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -12910033.000000 Penalty: 5765.429688
	Iteration 111Q: 3 clusters Score -1.291003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110082 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -12910046.000000 Penalty: 5765.429688
	Iteration 112Q: 3 clusters Score -1.291005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110092 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -12910049.000000 Penalty: 5765.429688
	Iteration 113Q: 3 clusters Score -1.291005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110102 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -12910062.000000 Penalty: 5765.429688
	Iteration 114Q: 3 clusters Score -1.291006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -12910062.000000 Penalty: 5765.429688
	Iteration 115Q: 3 clusters Score -1.291006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110120 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -12910074.000000 Penalty: 5765.429688
	Iteration 116Q: 3 clusters Score -1.291007e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110134 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -12910079.000000 Penalty: 5765.429688
	Iteration 117Q: 3 clusters Score -1.291008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110150 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -12910084.000000 Penalty: 5765.429688
	Iteration 118Q: 3 clusters Score -1.291008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110159 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -12910095.000000 Penalty: 5765.429688
	Iteration 119Q: 3 clusters Score -1.29101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110169 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -12910094.000000 Penalty: 5765.429688
	Iteration 120F: 3 clusters Score -1.291009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110172 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -12910099.000000 Penalty: 5765.429688
	Iteration 121Q: 3 clusters Score -1.29101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110177 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -12910104.000000 Penalty: 5765.429688
	Iteration 122Q: 3 clusters Score -1.29101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110177 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -12910104.000000 Penalty: 5765.429688
	Iteration 123F: 3 clusters Score -1.29101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -461092.281250 Penalty: 2042.632324
	Iteration 0F: 2 clusters Score -461092.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -457319.593750 Penalty: 4085.264648
	Iteration 0F: 3 clusters Score -457319.6 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -458159.531250 Penalty: 4085.264648
	Iteration 1F: 3 clusters Score -458159.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -458308.875000 Penalty: 4085.264648
	Iteration 2F: 3 clusters Score -458308.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -458393.093750 Penalty: 4085.264648
	Iteration 3Q: 3 clusters Score -458393.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -458449.937500 Penalty: 4085.264648
	Iteration 4Q: 3 clusters Score -458449.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -458487.500000 Penalty: 4085.264648
	Iteration 5Q: 3 clusters Score -458487.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -458515.156250 Penalty: 4085.264648
	Iteration 6Q: 3 clusters Score -458515.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -458532.093750 Penalty: 4085.264648
	Iteration 7Q: 3 clusters Score -458532.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -458543.468750 Penalty: 4085.264648
	Iteration 8Q: 3 clusters Score -458543.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -458555.281250 Penalty: 4085.264648
	Iteration 9Q: 3 clusters Score -458555.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -458564.375000 Penalty: 4085.264648
	Iteration 10Q: 3 clusters Score -458564.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -458570.500000 Penalty: 4085.264648
	Iteration 11Q: 3 clusters Score -458570.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -458577.281250 Penalty: 4085.264648
	Iteration 12Q: 3 clusters Score -458577.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -458584.375000 Penalty: 4085.264648
	Iteration 13Q: 3 clusters Score -458584.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -458590.968750 Penalty: 4085.264648
	Iteration 14Q: 3 clusters Score -458591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -458597.281250 Penalty: 4085.264648
	Iteration 15Q: 3 clusters Score -458597.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -458602.093750 Penalty: 4085.264648
	Iteration 16Q: 3 clusters Score -458602.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -458603.437500 Penalty: 4085.264648
	Iteration 17Q: 3 clusters Score -458603.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -458605.906250 Penalty: 4085.264648
	Iteration 18Q: 3 clusters Score -458605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -458607.343750 Penalty: 4085.264648
	Iteration 19Q: 3 clusters Score -458607.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -458609.937500 Penalty: 4085.264648
	Iteration 20F: 3 clusters Score -458609.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -458611.812500 Penalty: 4085.264648
	Iteration 21Q: 3 clusters Score -458611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -458613.750000 Penalty: 4085.264648
	Iteration 22Q: 3 clusters Score -458613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -458617.250000 Penalty: 4085.264648
	Iteration 23Q: 3 clusters Score -458617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -458618.125000 Penalty: 4085.264648
	Iteration 24Q: 3 clusters Score -458618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -458619.562500 Penalty: 4085.264648
	Iteration 25Q: 3 clusters Score -458619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -458620.687500 Penalty: 4085.264648
	Iteration 26Q: 3 clusters Score -458620.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -458623.593750 Penalty: 4085.264648
	Iteration 27Q: 3 clusters Score -458623.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -458625.531250 Penalty: 4085.264648
	Iteration 28Q: 3 clusters Score -458625.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -458627.562500 Penalty: 4085.264648
	Iteration 29Q: 3 clusters Score -458627.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -458629.625000 Penalty: 4085.264648
	Iteration 30Q: 3 clusters Score -458629.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -458630.000000 Penalty: 4085.264648
	Iteration 31Q: 3 clusters Score -458630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -458631.562500 Penalty: 4085.264648
	Iteration 32Q: 3 clusters Score -458631.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -458632.843750 Penalty: 4085.264648
	Iteration 33Q: 3 clusters Score -458632.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -458633.031250 Penalty: 4085.264648
	Iteration 34Q: 3 clusters Score -458633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -458634.187500 Penalty: 4085.264648
	Iteration 35Q: 3 clusters Score -458634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -458634.781250 Penalty: 4085.264648
	Iteration 36Q: 3 clusters Score -458634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -458634.281250 Penalty: 4085.264648
	Iteration 37Q: 3 clusters Score -458634.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -458634.281250 Penalty: 4085.264648
	Iteration 38F: 3 clusters Score -458634.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (125925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125925 members 
Entering Unmasked Estep 
Score: -14522204.000000 Penalty: 2912.373535
	Iteration 0F: 2 clusters Score -1.45222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -14438392.000000 Penalty: 5824.747070
	Iteration 0F: 3 clusters Score -1.443839e+07 nChanged 59779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -14472881.000000 Penalty: 5824.747070
	Iteration 1F: 3 clusters Score -1.447288e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60867 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -14473736.000000 Penalty: 5824.747070
	Iteration 2Q: 3 clusters Score -1.447374e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -14474839.000000 Penalty: 5824.747070
	Iteration 3Q: 3 clusters Score -1.447484e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 68406 members 
Entering Unmasked Estep 
Score: -14476464.000000 Penalty: 5824.747070
	Iteration 4Q: 3 clusters Score -1.447646e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
Score: -14479409.000000 Penalty: 5824.747070
	Iteration 5Q: 3 clusters Score -1.447941e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -14484309.000000 Penalty: 5824.747070
	Iteration 6F: 3 clusters Score -1.448431e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -14491999.000000 Penalty: 5824.747070
	Iteration 7F: 3 clusters Score -1.4492e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 85366 members 
Entering Unmasked Estep 
Score: -14501151.000000 Penalty: 5824.747070
	Iteration 8F: 3 clusters Score -1.450115e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -14508029.000000 Penalty: 5824.747070
	Iteration 9F: 3 clusters Score -1.450803e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -14511688.000000 Penalty: 5824.747070
	Iteration 10Q: 3 clusters Score -1.451169e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -14513747.000000 Penalty: 5824.747070
	Iteration 11Q: 3 clusters Score -1.451375e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 93973 members 
Entering Unmasked Estep 
Score: -14515267.000000 Penalty: 5824.747070
	Iteration 12Q: 3 clusters Score -1.451527e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 95211 members 
Entering Unmasked Estep 
Score: -14516194.000000 Penalty: 5824.747070
	Iteration 13Q: 3 clusters Score -1.451619e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 96234 members 
Entering Unmasked Estep 
Score: -14516925.000000 Penalty: 5824.747070
	Iteration 14Q: 3 clusters Score -1.451692e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 97058 members 
Entering Unmasked Estep 
Score: -14517387.000000 Penalty: 5824.747070
	Iteration 15Q: 3 clusters Score -1.451739e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 97770 members 
Entering Unmasked Estep 
Score: -14517709.000000 Penalty: 5824.747070
	Iteration 16Q: 3 clusters Score -1.451771e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -14517850.000000 Penalty: 5824.747070
	Iteration 17Q: 3 clusters Score -1.451785e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 99003 members 
Entering Unmasked Estep 
Score: -14517975.000000 Penalty: 5824.747070
	Iteration 18Q: 3 clusters Score -1.451798e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -14518146.000000 Penalty: 5824.747070
	Iteration 19Q: 3 clusters Score -1.451815e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 100171 members 
Entering Unmasked Estep 
Score: -14518263.000000 Penalty: 5824.747070
	Iteration 20F: 3 clusters Score -1.451826e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 100677 members 
Entering Unmasked Estep 
Score: -14518373.000000 Penalty: 5824.747070
	Iteration 21Q: 3 clusters Score -1.451837e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 101140 members 
Entering Unmasked Estep 
Score: -14518418.000000 Penalty: 5824.747070
	Iteration 22Q: 3 clusters Score -1.451842e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 101592 members 
Entering Unmasked Estep 
Score: -14518520.000000 Penalty: 5824.747070
	Iteration 23Q: 3 clusters Score -1.451852e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 102018 members 
Entering Unmasked Estep 
Score: -14518557.000000 Penalty: 5824.747070
	Iteration 24Q: 3 clusters Score -1.451856e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 102438 members 
Entering Unmasked Estep 
Score: -14518607.000000 Penalty: 5824.747070
	Iteration 25Q: 3 clusters Score -1.451861e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 102839 members 
Entering Unmasked Estep 
Score: -14518649.000000 Penalty: 5824.747070
	Iteration 26Q: 3 clusters Score -1.451865e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 103209 members 
Entering Unmasked Estep 
Score: -14518682.000000 Penalty: 5824.747070
	Iteration 27Q: 3 clusters Score -1.451868e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 103597 members 
Entering Unmasked Estep 
Score: -14518750.000000 Penalty: 5824.747070
	Iteration 28Q: 3 clusters Score -1.451875e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 103967 members 
Entering Unmasked Estep 
Score: -14518823.000000 Penalty: 5824.747070
	Iteration 29Q: 3 clusters Score -1.451882e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 104339 members 
Entering Unmasked Estep 
Score: -14518854.000000 Penalty: 5824.747070
	Iteration 30Q: 3 clusters Score -1.451885e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 104678 members 
Entering Unmasked Estep 
Score: -14518874.000000 Penalty: 5824.747070
	Iteration 31Q: 3 clusters Score -1.451887e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 105002 members 
Entering Unmasked Estep 
Score: -14518886.000000 Penalty: 5824.747070
	Iteration 32Q: 3 clusters Score -1.451889e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 105302 members 
Entering Unmasked Estep 
Score: -14518937.000000 Penalty: 5824.747070
	Iteration 33Q: 3 clusters Score -1.451894e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 105580 members 
Entering Unmasked Estep 
Score: -14518984.000000 Penalty: 5824.747070
	Iteration 34Q: 3 clusters Score -1.451898e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -14519021.000000 Penalty: 5824.747070
	Iteration 35Q: 3 clusters Score -1.451902e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -14519076.000000 Penalty: 5824.747070
	Iteration 36Q: 3 clusters Score -1.451908e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 106387 members 
Entering Unmasked Estep 
Score: -14519076.000000 Penalty: 5824.747070
	Iteration 37Q: 3 clusters Score -1.451908e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 106634 members 
Entering Unmasked Estep 
Score: -14519087.000000 Penalty: 5824.747070
	Iteration 38Q: 3 clusters Score -1.451909e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -14519084.000000 Penalty: 5824.747070
	Iteration 39Q: 3 clusters Score -1.451908e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 107079 members 
Entering Unmasked Estep 
Score: -14519087.000000 Penalty: 5824.747070
	Iteration 40F: 3 clusters Score -1.451909e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 107272 members 
Entering Unmasked Estep 
Score: -14519089.000000 Penalty: 5824.747070
	Iteration 41Q: 3 clusters Score -1.451909e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 107442 members 
Entering Unmasked Estep 
Score: -14519131.000000 Penalty: 5824.747070
	Iteration 42Q: 3 clusters Score -1.451913e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 107625 members 
Entering Unmasked Estep 
Score: -14519191.000000 Penalty: 5824.747070
	Iteration 43Q: 3 clusters Score -1.451919e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 107803 members 
Entering Unmasked Estep 
Score: -14519184.000000 Penalty: 5824.747070
	Iteration 44Q: 3 clusters Score -1.451918e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 107994 members 
Entering Unmasked Estep 
Score: -14519198.000000 Penalty: 5824.747070
	Iteration 45Q: 3 clusters Score -1.45192e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 108190 members 
Entering Unmasked Estep 
Score: -14519232.000000 Penalty: 5824.747070
	Iteration 46Q: 3 clusters Score -1.451923e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 108364 members 
Entering Unmasked Estep 
Score: -14519240.000000 Penalty: 5824.747070
	Iteration 47Q: 3 clusters Score -1.451924e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 108536 members 
Entering Unmasked Estep 
Score: -14519231.000000 Penalty: 5824.747070
	Iteration 48Q: 3 clusters Score -1.451923e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 108700 members 
Entering Unmasked Estep 
Score: -14519232.000000 Penalty: 5824.747070
	Iteration 49Q: 3 clusters Score -1.451923e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 108856 members 
Entering Unmasked Estep 
Score: -14519248.000000 Penalty: 5824.747070
	Iteration 50Q: 3 clusters Score -1.451925e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 109031 members 
Entering Unmasked Estep 
Score: -14519264.000000 Penalty: 5824.747070
	Iteration 51Q: 3 clusters Score -1.451926e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 109196 members 
Entering Unmasked Estep 
Score: -14519282.000000 Penalty: 5824.747070
	Iteration 52Q: 3 clusters Score -1.451928e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 109378 members 
Entering Unmasked Estep 
Score: -14519297.000000 Penalty: 5824.747070
	Iteration 53Q: 3 clusters Score -1.45193e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 109562 members 
Entering Unmasked Estep 
Score: -14519310.000000 Penalty: 5824.747070
	Iteration 54Q: 3 clusters Score -1.451931e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 109744 members 
Entering Unmasked Estep 
Score: -14519353.000000 Penalty: 5824.747070
	Iteration 55Q: 3 clusters Score -1.451935e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 109932 members 
Entering Unmasked Estep 
Score: -14519356.000000 Penalty: 5824.747070
	Iteration 56Q: 3 clusters Score -1.451936e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 110104 members 
Entering Unmasked Estep 
Score: -14519365.000000 Penalty: 5824.747070
	Iteration 57Q: 3 clusters Score -1.451936e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 110281 members 
Entering Unmasked Estep 
Score: -14519372.000000 Penalty: 5824.747070
	Iteration 58Q: 3 clusters Score -1.451937e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 110449 members 
Entering Unmasked Estep 
Score: -14519402.000000 Penalty: 5824.747070
	Iteration 59Q: 3 clusters Score -1.45194e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 110624 members 
Entering Unmasked Estep 
Score: -14519458.000000 Penalty: 5824.747070
	Iteration 60F: 3 clusters Score -1.451946e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 110805 members 
Entering Unmasked Estep 
Score: -14519492.000000 Penalty: 5824.747070
	Iteration 61Q: 3 clusters Score -1.451949e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 110992 members 
Entering Unmasked Estep 
Score: -14519493.000000 Penalty: 5824.747070
	Iteration 62Q: 3 clusters Score -1.451949e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 111170 members 
Entering Unmasked Estep 
Score: -14519506.000000 Penalty: 5824.747070
	Iteration 63Q: 3 clusters Score -1.451951e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 111324 members 
Entering Unmasked Estep 
Score: -14519478.000000 Penalty: 5824.747070
	Iteration 64Q: 3 clusters Score -1.451948e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 111456 members 
Entering Unmasked Estep 
Score: -14519536.000000 Penalty: 5824.747070
	Iteration 65Q: 3 clusters Score -1.451954e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 111576 members 
Entering Unmasked Estep 
Score: -14519562.000000 Penalty: 5824.747070
	Iteration 66Q: 3 clusters Score -1.451956e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 111688 members 
Entering Unmasked Estep 
Score: -14519553.000000 Penalty: 5824.747070
	Iteration 67Q: 3 clusters Score -1.451955e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 111790 members 
Entering Unmasked Estep 
Score: -14519540.000000 Penalty: 5824.747070
	Iteration 68Q: 3 clusters Score -1.451954e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 111907 members 
Entering Unmasked Estep 
Score: -14519526.000000 Penalty: 5824.747070
	Iteration 69Q: 3 clusters Score -1.451953e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 112016 members 
Entering Unmasked Estep 
Score: -14519519.000000 Penalty: 5824.747070
	Iteration 70Q: 3 clusters Score -1.451952e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 112111 members 
Entering Unmasked Estep 
Score: -14519570.000000 Penalty: 5824.747070
	Iteration 71Q: 3 clusters Score -1.451957e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 112196 members 
Entering Unmasked Estep 
Score: -14519546.000000 Penalty: 5824.747070
	Iteration 72Q: 3 clusters Score -1.451955e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 112290 members 
Entering Unmasked Estep 
Score: -14519544.000000 Penalty: 5824.747070
	Iteration 73Q: 3 clusters Score -1.451954e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 112395 members 
Entering Unmasked Estep 
Score: -14519574.000000 Penalty: 5824.747070
	Iteration 74Q: 3 clusters Score -1.451957e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 112504 members 
Entering Unmasked Estep 
Score: -14519589.000000 Penalty: 5824.747070
	Iteration 75Q: 3 clusters Score -1.451959e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 112587 members 
Entering Unmasked Estep 
Score: -14519559.000000 Penalty: 5824.747070
	Iteration 76Q: 3 clusters Score -1.451956e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 112671 members 
Entering Unmasked Estep 
Score: -14519540.000000 Penalty: 5824.747070
	Iteration 77Q: 3 clusters Score -1.451954e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 112751 members 
Entering Unmasked Estep 
Score: -14519537.000000 Penalty: 5824.747070
	Iteration 78Q: 3 clusters Score -1.451954e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 112837 members 
Entering Unmasked Estep 
Score: -14519568.000000 Penalty: 5824.747070
	Iteration 79Q: 3 clusters Score -1.451957e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 112926 members 
Entering Unmasked Estep 
Score: -14519569.000000 Penalty: 5824.747070
	Iteration 80F: 3 clusters Score -1.451957e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 113004 members 
Entering Unmasked Estep 
Score: -14519591.000000 Penalty: 5824.747070
	Iteration 81Q: 3 clusters Score -1.451959e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 113091 members 
Entering Unmasked Estep 
Score: -14519600.000000 Penalty: 5824.747070
	Iteration 82Q: 3 clusters Score -1.45196e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 113181 members 
Entering Unmasked Estep 
Score: -14519567.000000 Penalty: 5824.747070
	Iteration 83Q: 3 clusters Score -1.451957e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 113268 members 
Entering Unmasked Estep 
Score: -14519564.000000 Penalty: 5824.747070
	Iteration 84Q: 3 clusters Score -1.451956e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 113348 members 
Entering Unmasked Estep 
Score: -14519574.000000 Penalty: 5824.747070
	Iteration 85Q: 3 clusters Score -1.451957e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 113419 members 
Entering Unmasked Estep 
Score: -14519604.000000 Penalty: 5824.747070
	Iteration 86Q: 3 clusters Score -1.45196e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 113499 members 
Entering Unmasked Estep 
Score: -14519619.000000 Penalty: 5824.747070
	Iteration 87Q: 3 clusters Score -1.451962e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 113574 members 
Entering Unmasked Estep 
Score: -14519637.000000 Penalty: 5824.747070
	Iteration 88Q: 3 clusters Score -1.451964e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 113644 members 
Entering Unmasked Estep 
Score: -14519640.000000 Penalty: 5824.747070
	Iteration 89Q: 3 clusters Score -1.451964e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 113713 members 
Entering Unmasked Estep 
Score: -14519630.000000 Penalty: 5824.747070
	Iteration 90Q: 3 clusters Score -1.451963e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 113792 members 
Entering Unmasked Estep 
Score: -14519623.000000 Penalty: 5824.747070
	Iteration 91Q: 3 clusters Score -1.451962e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 113868 members 
Entering Unmasked Estep 
Score: -14519645.000000 Penalty: 5824.747070
	Iteration 92Q: 3 clusters Score -1.451964e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 113950 members 
Entering Unmasked Estep 
Score: -14519656.000000 Penalty: 5824.747070
	Iteration 93Q: 3 clusters Score -1.451966e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 114031 members 
Entering Unmasked Estep 
Score: -14519660.000000 Penalty: 5824.747070
	Iteration 94Q: 3 clusters Score -1.451966e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -14519667.000000 Penalty: 5824.747070
	Iteration 95Q: 3 clusters Score -1.451967e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 114169 members 
Entering Unmasked Estep 
Score: -14519664.000000 Penalty: 5824.747070
	Iteration 96Q: 3 clusters Score -1.451966e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 114251 members 
Entering Unmasked Estep 
Score: -14519647.000000 Penalty: 5824.747070
	Iteration 97Q: 3 clusters Score -1.451965e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 114314 members 
Entering Unmasked Estep 
Score: -14519665.000000 Penalty: 5824.747070
	Iteration 98Q: 3 clusters Score -1.451966e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 114376 members 
Entering Unmasked Estep 
Score: -14519671.000000 Penalty: 5824.747070
	Iteration 99Q: 3 clusters Score -1.451967e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 114444 members 
Entering Unmasked Estep 
Score: -14519654.000000 Penalty: 5824.747070
	Iteration 100F: 3 clusters Score -1.451965e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 114506 members 
Entering Unmasked Estep 
Score: -14519646.000000 Penalty: 5824.747070
	Iteration 101Q: 3 clusters Score -1.451965e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 114558 members 
Entering Unmasked Estep 
Score: -14519668.000000 Penalty: 5824.747070
	Iteration 102Q: 3 clusters Score -1.451967e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 114616 members 
Entering Unmasked Estep 
Score: -14519676.000000 Penalty: 5824.747070
	Iteration 103Q: 3 clusters Score -1.451968e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 114692 members 
Entering Unmasked Estep 
Score: -14519666.000000 Penalty: 5824.747070
	Iteration 104Q: 3 clusters Score -1.451967e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 114757 members 
Entering Unmasked Estep 
Score: -14519669.000000 Penalty: 5824.747070
	Iteration 105Q: 3 clusters Score -1.451967e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 114812 members 
Entering Unmasked Estep 
Score: -14519656.000000 Penalty: 5824.747070
	Iteration 106Q: 3 clusters Score -1.451966e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 114866 members 
Entering Unmasked Estep 
Score: -14519661.000000 Penalty: 5824.747070
	Iteration 107Q: 3 clusters Score -1.451966e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 114918 members 
Entering Unmasked Estep 
Score: -14519665.000000 Penalty: 5824.747070
	Iteration 108Q: 3 clusters Score -1.451966e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -14519687.000000 Penalty: 5824.747070
	Iteration 109Q: 3 clusters Score -1.451969e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 115026 members 
Entering Unmasked Estep 
Score: -14519682.000000 Penalty: 5824.747070
	Iteration 110Q: 3 clusters Score -1.451968e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 115079 members 
Entering Unmasked Estep 
Score: -14519696.000000 Penalty: 5824.747070
	Iteration 111Q: 3 clusters Score -1.45197e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 115139 members 
Entering Unmasked Estep 
Score: -14519688.000000 Penalty: 5824.747070
	Iteration 112Q: 3 clusters Score -1.451969e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 115189 members 
Entering Unmasked Estep 
Score: -14519706.000000 Penalty: 5824.747070
	Iteration 113Q: 3 clusters Score -1.451971e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 115234 members 
Entering Unmasked Estep 
Score: -14519716.000000 Penalty: 5824.747070
	Iteration 114Q: 3 clusters Score -1.451972e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 115275 members 
Entering Unmasked Estep 
Score: -14519737.000000 Penalty: 5824.747070
	Iteration 115Q: 3 clusters Score -1.451974e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 115306 members 
Entering Unmasked Estep 
Score: -14519723.000000 Penalty: 5824.747070
	Iteration 116Q: 3 clusters Score -1.451972e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 115336 members 
Entering Unmasked Estep 
Score: -14519721.000000 Penalty: 5824.747070
	Iteration 117Q: 3 clusters Score -1.451972e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 115368 members 
Entering Unmasked Estep 
Score: -14519717.000000 Penalty: 5824.747070
	Iteration 118Q: 3 clusters Score -1.451972e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 115394 members 
Entering Unmasked Estep 
Score: -14519718.000000 Penalty: 5824.747070
	Iteration 119Q: 3 clusters Score -1.451972e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 115425 members 
Entering Unmasked Estep 
Score: -14519738.000000 Penalty: 5824.747070
	Iteration 120F: 3 clusters Score -1.451974e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 115450 members 
Entering Unmasked Estep 
Score: -14519729.000000 Penalty: 5824.747070
	Iteration 121Q: 3 clusters Score -1.451973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 115470 members 
Entering Unmasked Estep 
Score: -14519732.000000 Penalty: 5824.747070
	Iteration 122Q: 3 clusters Score -1.451973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 115484 members 
Entering Unmasked Estep 
Score: -14519728.000000 Penalty: 5824.747070
	Iteration 123Q: 3 clusters Score -1.451973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 115497 members 
Entering Unmasked Estep 
Score: -14519722.000000 Penalty: 5824.747070
	Iteration 124Q: 3 clusters Score -1.451972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 115516 members 
Entering Unmasked Estep 
Score: -14519716.000000 Penalty: 5824.747070
	Iteration 125Q: 3 clusters Score -1.451972e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 115542 members 
Entering Unmasked Estep 
Score: -14519715.000000 Penalty: 5824.747070
	Iteration 126Q: 3 clusters Score -1.451972e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 115573 members 
Entering Unmasked Estep 
Score: -14519726.000000 Penalty: 5824.747070
	Iteration 127Q: 3 clusters Score -1.451973e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 115601 members 
Entering Unmasked Estep 
Score: -14519708.000000 Penalty: 5824.747070
	Iteration 128Q: 3 clusters Score -1.451971e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 115631 members 
Entering Unmasked Estep 
Score: -14519690.000000 Penalty: 5824.747070
	Iteration 129Q: 3 clusters Score -1.451969e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 115660 members 
Entering Unmasked Estep 
Score: -14519709.000000 Penalty: 5824.747070
	Iteration 130Q: 3 clusters Score -1.451971e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 115692 members 
Entering Unmasked Estep 
Score: -14519694.000000 Penalty: 5824.747070
	Iteration 131Q: 3 clusters Score -1.451969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 115719 members 
Entering Unmasked Estep 
Score: -14519689.000000 Penalty: 5824.747070
	Iteration 132Q: 3 clusters Score -1.451969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 115740 members 
Entering Unmasked Estep 
Score: -14519691.000000 Penalty: 5824.747070
	Iteration 133Q: 3 clusters Score -1.451969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 115759 members 
Entering Unmasked Estep 
Score: -14519713.000000 Penalty: 5824.747070
	Iteration 134Q: 3 clusters Score -1.451971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 115781 members 
Entering Unmasked Estep 
Score: -14519710.000000 Penalty: 5824.747070
	Iteration 135Q: 3 clusters Score -1.451971e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 115810 members 
Entering Unmasked Estep 
Score: -14519723.000000 Penalty: 5824.747070
	Iteration 136Q: 3 clusters Score -1.451972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 115834 members 
Entering Unmasked Estep 
Score: -14519709.000000 Penalty: 5824.747070
	Iteration 137Q: 3 clusters Score -1.451971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 115852 members 
Entering Unmasked Estep 
Score: -14519702.000000 Penalty: 5824.747070
	Iteration 138Q: 3 clusters Score -1.45197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 115869 members 
Entering Unmasked Estep 
Score: -14519714.000000 Penalty: 5824.747070
	Iteration 139Q: 3 clusters Score -1.451971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 115886 members 
Entering Unmasked Estep 
Score: -14519733.000000 Penalty: 5824.747070
	Iteration 140F: 3 clusters Score -1.451973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 115898 members 
Entering Unmasked Estep 
Score: -14519716.000000 Penalty: 5824.747070
	Iteration 141Q: 3 clusters Score -1.451972e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 115915 members 
Entering Unmasked Estep 
Score: -14519707.000000 Penalty: 5824.747070
	Iteration 142Q: 3 clusters Score -1.451971e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 115935 members 
Entering Unmasked Estep 
Score: -14519694.000000 Penalty: 5824.747070
	Iteration 143Q: 3 clusters Score -1.451969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 115956 members 
Entering Unmasked Estep 
Score: -14519708.000000 Penalty: 5824.747070
	Iteration 144Q: 3 clusters Score -1.451971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 115975 members 
Entering Unmasked Estep 
Score: -14519690.000000 Penalty: 5824.747070
	Iteration 145Q: 3 clusters Score -1.451969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 115988 members 
Entering Unmasked Estep 
Score: -14519705.000000 Penalty: 5824.747070
	Iteration 146Q: 3 clusters Score -1.45197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 116000 members 
Entering Unmasked Estep 
Score: -14519708.000000 Penalty: 5824.747070
	Iteration 147Q: 3 clusters Score -1.451971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 116011 members 
Entering Unmasked Estep 
Score: -14519705.000000 Penalty: 5824.747070
	Iteration 148Q: 3 clusters Score -1.45197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 116029 members 
Entering Unmasked Estep 
Score: -14519701.000000 Penalty: 5824.747070
	Iteration 149Q: 3 clusters Score -1.45197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 116047 members 
Entering Unmasked Estep 
Score: -14519692.000000 Penalty: 5824.747070
	Iteration 150Q: 3 clusters Score -1.451969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 116064 members 
Entering Unmasked Estep 
Score: -14519698.000000 Penalty: 5824.747070
	Iteration 151Q: 3 clusters Score -1.45197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 116083 members 
Entering Unmasked Estep 
Score: -14519692.000000 Penalty: 5824.747070
	Iteration 152Q: 3 clusters Score -1.451969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 116099 members 
Entering Unmasked Estep 
Score: -14519684.000000 Penalty: 5824.747070
	Iteration 153Q: 3 clusters Score -1.451968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 116115 members 
Entering Unmasked Estep 
Score: -14519709.000000 Penalty: 5824.747070
	Iteration 154Q: 3 clusters Score -1.451971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 116129 members 
Entering Unmasked Estep 
Score: -14519694.000000 Penalty: 5824.747070
	Iteration 155Q: 3 clusters Score -1.451969e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 116146 members 
Entering Unmasked Estep 
Score: -14519687.000000 Penalty: 5824.747070
	Iteration 156Q: 3 clusters Score -1.451969e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 116168 members 
Entering Unmasked Estep 
Score: -14519681.000000 Penalty: 5824.747070
	Iteration 157Q: 3 clusters Score -1.451968e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 116193 members 
Entering Unmasked Estep 
Score: -14519676.000000 Penalty: 5824.747070
	Iteration 158Q: 3 clusters Score -1.451968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 116214 members 
Entering Unmasked Estep 
Score: -14519689.000000 Penalty: 5824.747070
	Iteration 159Q: 3 clusters Score -1.451969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 116235 members 
Entering Unmasked Estep 
Score: -14519688.000000 Penalty: 5824.747070
	Iteration 160F: 3 clusters Score -1.451969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 116247 members 
Entering Unmasked Estep 
Score: -14519685.000000 Penalty: 5824.747070
	Iteration 161Q: 3 clusters Score -1.451968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 116265 members 
Entering Unmasked Estep 
Score: -14519682.000000 Penalty: 5824.747070
	Iteration 162Q: 3 clusters Score -1.451968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 116284 members 
Entering Unmasked Estep 
Score: -14519686.000000 Penalty: 5824.747070
	Iteration 163Q: 3 clusters Score -1.451969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 116302 members 
Entering Unmasked Estep 
Score: -14519693.000000 Penalty: 5824.747070
	Iteration 164Q: 3 clusters Score -1.451969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 116320 members 
Entering Unmasked Estep 
Score: -14519688.000000 Penalty: 5824.747070
	Iteration 165Q: 3 clusters Score -1.451969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 116336 members 
Entering Unmasked Estep 
Score: -14519688.000000 Penalty: 5824.747070
	Iteration 166Q: 3 clusters Score -1.451969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 116350 members 
Entering Unmasked Estep 
Score: -14519703.000000 Penalty: 5824.747070
	Iteration 167Q: 3 clusters Score -1.45197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 116362 members 
Entering Unmasked Estep 
Score: -14519693.000000 Penalty: 5824.747070
	Iteration 168Q: 3 clusters Score -1.451969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 116376 members 
Entering Unmasked Estep 
Score: -14519694.000000 Penalty: 5824.747070
	Iteration 169Q: 3 clusters Score -1.451969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 116387 members 
Entering Unmasked Estep 
Score: -14519699.000000 Penalty: 5824.747070
	Iteration 170Q: 3 clusters Score -1.45197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 116395 members 
Entering Unmasked Estep 
Score: -14519698.000000 Penalty: 5824.747070
	Iteration 171Q: 3 clusters Score -1.45197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 116406 members 
Entering Unmasked Estep 
Score: -14519695.000000 Penalty: 5824.747070
	Iteration 172Q: 3 clusters Score -1.45197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 116418 members 
Entering Unmasked Estep 
Score: -14519697.000000 Penalty: 5824.747070
	Iteration 173Q: 3 clusters Score -1.45197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 116429 members 
Entering Unmasked Estep 
Score: -14519696.000000 Penalty: 5824.747070
	Iteration 174Q: 3 clusters Score -1.45197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 116443 members 
Entering Unmasked Estep 
Score: -14519691.000000 Penalty: 5824.747070
	Iteration 175Q: 3 clusters Score -1.451969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 116456 members 
Entering Unmasked Estep 
Score: -14519698.000000 Penalty: 5824.747070
	Iteration 176Q: 3 clusters Score -1.45197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 116474 members 
Entering Unmasked Estep 
Score: -14519690.000000 Penalty: 5824.747070
	Iteration 177Q: 3 clusters Score -1.451969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 116492 members 
Entering Unmasked Estep 
Score: -14519672.000000 Penalty: 5824.747070
	Iteration 178Q: 3 clusters Score -1.451967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 116509 members 
Entering Unmasked Estep 
Score: -14519676.000000 Penalty: 5824.747070
	Iteration 179Q: 3 clusters Score -1.451968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 116528 members 
Entering Unmasked Estep 
Score: -14519680.000000 Penalty: 5824.747070
	Iteration 180F: 3 clusters Score -1.451968e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 116549 members 
Entering Unmasked Estep 
Score: -14519679.000000 Penalty: 5824.747070
	Iteration 181Q: 3 clusters Score -1.451968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 116567 members 
Entering Unmasked Estep 
Score: -14519681.000000 Penalty: 5824.747070
	Iteration 182Q: 3 clusters Score -1.451968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 116582 members 
Entering Unmasked Estep 
Score: -14519699.000000 Penalty: 5824.747070
	Iteration 183Q: 3 clusters Score -1.45197e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 116606 members 
Entering Unmasked Estep 
Score: -14519689.000000 Penalty: 5824.747070
	Iteration 184Q: 3 clusters Score -1.451969e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 116625 members 
Entering Unmasked Estep 
Score: -14519706.000000 Penalty: 5824.747070
	Iteration 185Q: 3 clusters Score -1.451971e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 116645 members 
Entering Unmasked Estep 
Score: -14519704.000000 Penalty: 5824.747070
	Iteration 186Q: 3 clusters Score -1.45197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 116665 members 
Entering Unmasked Estep 
Score: -14519696.000000 Penalty: 5824.747070
	Iteration 187Q: 3 clusters Score -1.45197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 116685 members 
Entering Unmasked Estep 
Score: -14519684.000000 Penalty: 5824.747070
	Iteration 188Q: 3 clusters Score -1.451968e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 116708 members 
Entering Unmasked Estep 
Score: -14519678.000000 Penalty: 5824.747070
	Iteration 189Q: 3 clusters Score -1.451968e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 116734 members 
Entering Unmasked Estep 
Score: -14519676.000000 Penalty: 5824.747070
	Iteration 190Q: 3 clusters Score -1.451968e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 116761 members 
Entering Unmasked Estep 
Score: -14519653.000000 Penalty: 5824.747070
	Iteration 191Q: 3 clusters Score -1.451965e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 116786 members 
Entering Unmasked Estep 
Score: -14519637.000000 Penalty: 5824.747070
	Iteration 192Q: 3 clusters Score -1.451964e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 116819 members 
Entering Unmasked Estep 
Score: -14519630.000000 Penalty: 5824.747070
	Iteration 193Q: 3 clusters Score -1.451963e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 116841 members 
Entering Unmasked Estep 
Score: -14519626.000000 Penalty: 5824.747070
	Iteration 194Q: 3 clusters Score -1.451963e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 116861 members 
Entering Unmasked Estep 
Score: -14519631.000000 Penalty: 5824.747070
	Iteration 195Q: 3 clusters Score -1.451963e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 116886 members 
Entering Unmasked Estep 
Score: -14519631.000000 Penalty: 5824.747070
	Iteration 196Q: 3 clusters Score -1.451963e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 116909 members 
Entering Unmasked Estep 
Score: -14519632.000000 Penalty: 5824.747070
	Iteration 197Q: 3 clusters Score -1.451963e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 116935 members 
Entering Unmasked Estep 
Score: -14519633.000000 Penalty: 5824.747070
	Iteration 198Q: 3 clusters Score -1.451963e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 116962 members 
Entering Unmasked Estep 
Score: -14519644.000000 Penalty: 5824.747070
	Iteration 199Q: 3 clusters Score -1.451964e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 116990 members 
Entering Unmasked Estep 
Score: -14519659.000000 Penalty: 5824.747070
	Iteration 200F: 3 clusters Score -1.451966e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 117016 members 
Entering Unmasked Estep 
Score: -14519673.000000 Penalty: 5824.747070
	Iteration 201Q: 3 clusters Score -1.451967e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 117047 members 
Entering Unmasked Estep 
Score: -14519673.000000 Penalty: 5824.747070
	Iteration 202Q: 3 clusters Score -1.451967e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 117075 members 
Entering Unmasked Estep 
Score: -14519668.000000 Penalty: 5824.747070
	Iteration 203Q: 3 clusters Score -1.451967e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 117107 members 
Entering Unmasked Estep 
Score: -14519661.000000 Penalty: 5824.747070
	Iteration 204Q: 3 clusters Score -1.451966e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 117143 members 
Entering Unmasked Estep 
Score: -14519668.000000 Penalty: 5824.747070
	Iteration 205Q: 3 clusters Score -1.451967e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 117182 members 
Entering Unmasked Estep 
Score: -14519662.000000 Penalty: 5824.747070
	Iteration 206Q: 3 clusters Score -1.451966e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 117221 members 
Entering Unmasked Estep 
Score: -14519694.000000 Penalty: 5824.747070
	Iteration 207Q: 3 clusters Score -1.451969e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 117256 members 
Entering Unmasked Estep 
Score: -14519688.000000 Penalty: 5824.747070
	Iteration 208Q: 3 clusters Score -1.451969e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 117299 members 
Entering Unmasked Estep 
Score: -14519697.000000 Penalty: 5824.747070
	Iteration 209Q: 3 clusters Score -1.45197e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 117334 members 
Entering Unmasked Estep 
Score: -14519714.000000 Penalty: 5824.747070
	Iteration 210Q: 3 clusters Score -1.451971e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -14519708.000000 Penalty: 5824.747070
	Iteration 211Q: 3 clusters Score -1.451971e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 117410 members 
Entering Unmasked Estep 
Score: -14519713.000000 Penalty: 5824.747070
	Iteration 212Q: 3 clusters Score -1.451971e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 117450 members 
Entering Unmasked Estep 
Score: -14519745.000000 Penalty: 5824.747070
	Iteration 213Q: 3 clusters Score -1.451974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 117482 members 
Entering Unmasked Estep 
Score: -14519732.000000 Penalty: 5824.747070
	Iteration 214Q: 3 clusters Score -1.451973e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 117514 members 
Entering Unmasked Estep 
Score: -14519722.000000 Penalty: 5824.747070
	Iteration 215Q: 3 clusters Score -1.451972e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 117552 members 
Entering Unmasked Estep 
Score: -14519702.000000 Penalty: 5824.747070
	Iteration 216Q: 3 clusters Score -1.45197e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 117593 members 
Entering Unmasked Estep 
Score: -14519714.000000 Penalty: 5824.747070
	Iteration 217Q: 3 clusters Score -1.451971e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 117623 members 
Entering Unmasked Estep 
Score: -14519712.000000 Penalty: 5824.747070
	Iteration 218Q: 3 clusters Score -1.451971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 117642 members 
Entering Unmasked Estep 
Score: -14519715.000000 Penalty: 5824.747070
	Iteration 219Q: 3 clusters Score -1.451972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 117664 members 
Entering Unmasked Estep 
Score: -14519719.000000 Penalty: 5824.747070
	Iteration 220F: 3 clusters Score -1.451972e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 117686 members 
Entering Unmasked Estep 
Score: -14519736.000000 Penalty: 5824.747070
	Iteration 221Q: 3 clusters Score -1.451974e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 117717 members 
Entering Unmasked Estep 
Score: -14519742.000000 Penalty: 5824.747070
	Iteration 222Q: 3 clusters Score -1.451974e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 117755 members 
Entering Unmasked Estep 
Score: -14519762.000000 Penalty: 5824.747070
	Iteration 223Q: 3 clusters Score -1.451976e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 117782 members 
Entering Unmasked Estep 
Score: -14519731.000000 Penalty: 5824.747070
	Iteration 224Q: 3 clusters Score -1.451973e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 117803 members 
Entering Unmasked Estep 
Score: -14519748.000000 Penalty: 5824.747070
	Iteration 225Q: 3 clusters Score -1.451975e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 117830 members 
Entering Unmasked Estep 
Score: -14519743.000000 Penalty: 5824.747070
	Iteration 226Q: 3 clusters Score -1.451974e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 117866 members 
Entering Unmasked Estep 
Score: -14519765.000000 Penalty: 5824.747070
	Iteration 227Q: 3 clusters Score -1.451976e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 117900 members 
Entering Unmasked Estep 
Score: -14519774.000000 Penalty: 5824.747070
	Iteration 228Q: 3 clusters Score -1.451977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 117922 members 
Entering Unmasked Estep 
Score: -14519783.000000 Penalty: 5824.747070
	Iteration 229Q: 3 clusters Score -1.451978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 117945 members 
Entering Unmasked Estep 
Score: -14519787.000000 Penalty: 5824.747070
	Iteration 230Q: 3 clusters Score -1.451979e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 117971 members 
Entering Unmasked Estep 
Score: -14519781.000000 Penalty: 5824.747070
	Iteration 231Q: 3 clusters Score -1.451978e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 118009 members 
Entering Unmasked Estep 
Score: -14519782.000000 Penalty: 5824.747070
	Iteration 232Q: 3 clusters Score -1.451978e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 118041 members 
Entering Unmasked Estep 
Score: -14519774.000000 Penalty: 5824.747070
	Iteration 233Q: 3 clusters Score -1.451977e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 118070 members 
Entering Unmasked Estep 
Score: -14519810.000000 Penalty: 5824.747070
	Iteration 234Q: 3 clusters Score -1.451981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 118097 members 
Entering Unmasked Estep 
Score: -14519806.000000 Penalty: 5824.747070
	Iteration 235Q: 3 clusters Score -1.451981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 118124 members 
Entering Unmasked Estep 
Score: -14519797.000000 Penalty: 5824.747070
	Iteration 236Q: 3 clusters Score -1.45198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 118151 members 
Entering Unmasked Estep 
Score: -14519819.000000 Penalty: 5824.747070
	Iteration 237Q: 3 clusters Score -1.451982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 118174 members 
Entering Unmasked Estep 
Score: -14519813.000000 Penalty: 5824.747070
	Iteration 238Q: 3 clusters Score -1.451981e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 118197 members 
Entering Unmasked Estep 
Score: -14519821.000000 Penalty: 5824.747070
	Iteration 239Q: 3 clusters Score -1.451982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 118225 members 
Entering Unmasked Estep 
Score: -14519823.000000 Penalty: 5824.747070
	Iteration 240F: 3 clusters Score -1.451982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 118257 members 
Entering Unmasked Estep 
Score: -14519822.000000 Penalty: 5824.747070
	Iteration 241Q: 3 clusters Score -1.451982e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 118300 members 
Entering Unmasked Estep 
Score: -14519807.000000 Penalty: 5824.747070
	Iteration 242Q: 3 clusters Score -1.451981e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 118337 members 
Entering Unmasked Estep 
Score: -14519824.000000 Penalty: 5824.747070
	Iteration 243Q: 3 clusters Score -1.451982e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 118372 members 
Entering Unmasked Estep 
Score: -14519833.000000 Penalty: 5824.747070
	Iteration 244Q: 3 clusters Score -1.451983e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 118407 members 
Entering Unmasked Estep 
Score: -14519832.000000 Penalty: 5824.747070
	Iteration 245Q: 3 clusters Score -1.451983e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 118436 members 
Entering Unmasked Estep 
Score: -14519840.000000 Penalty: 5824.747070
	Iteration 246Q: 3 clusters Score -1.451984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 118457 members 
Entering Unmasked Estep 
Score: -14519859.000000 Penalty: 5824.747070
	Iteration 247Q: 3 clusters Score -1.451986e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 118480 members 
Entering Unmasked Estep 
Score: -14519884.000000 Penalty: 5824.747070
	Iteration 248Q: 3 clusters Score -1.451988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 118504 members 
Entering Unmasked Estep 
Score: -14519870.000000 Penalty: 5824.747070
	Iteration 249Q: 3 clusters Score -1.451987e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 118531 members 
Entering Unmasked Estep 
Score: -14519856.000000 Penalty: 5824.747070
	Iteration 250Q: 3 clusters Score -1.451986e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 118552 members 
Entering Unmasked Estep 
Score: -14519861.000000 Penalty: 5824.747070
	Iteration 251Q: 3 clusters Score -1.451986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 118571 members 
Entering Unmasked Estep 
Score: -14519846.000000 Penalty: 5824.747070
	Iteration 252Q: 3 clusters Score -1.451985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 118591 members 
Entering Unmasked Estep 
Score: -14519868.000000 Penalty: 5824.747070
	Iteration 253Q: 3 clusters Score -1.451987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 118604 members 
Entering Unmasked Estep 
Score: -14519866.000000 Penalty: 5824.747070
	Iteration 254Q: 3 clusters Score -1.451987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 118620 members 
Entering Unmasked Estep 
Score: -14519856.000000 Penalty: 5824.747070
	Iteration 255Q: 3 clusters Score -1.451986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 118638 members 
Entering Unmasked Estep 
Score: -14519859.000000 Penalty: 5824.747070
	Iteration 256Q: 3 clusters Score -1.451986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 118649 members 
Entering Unmasked Estep 
Score: -14519863.000000 Penalty: 5824.747070
	Iteration 257Q: 3 clusters Score -1.451986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -14519863.000000 Penalty: 5824.747070
	Iteration 258Q: 3 clusters Score -1.451986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 118669 members 
Entering Unmasked Estep 
Score: -14519873.000000 Penalty: 5824.747070
	Iteration 259Q: 3 clusters Score -1.451987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 118683 members 
Entering Unmasked Estep 
Score: -14519883.000000 Penalty: 5824.747070
	Iteration 260F: 3 clusters Score -1.451988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 118698 members 
Entering Unmasked Estep 
Score: -14519873.000000 Penalty: 5824.747070
	Iteration 261Q: 3 clusters Score -1.451987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 118710 members 
Entering Unmasked Estep 
Score: -14519878.000000 Penalty: 5824.747070
	Iteration 262Q: 3 clusters Score -1.451988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 118719 members 
Entering Unmasked Estep 
Score: -14519868.000000 Penalty: 5824.747070
	Iteration 263Q: 3 clusters Score -1.451987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 118725 members 
Entering Unmasked Estep 
Score: -14519881.000000 Penalty: 5824.747070
	Iteration 264Q: 3 clusters Score -1.451988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 118734 members 
Entering Unmasked Estep 
Score: -14519877.000000 Penalty: 5824.747070
	Iteration 265Q: 3 clusters Score -1.451988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 118744 members 
Entering Unmasked Estep 
Score: -14519881.000000 Penalty: 5824.747070
	Iteration 266Q: 3 clusters Score -1.451988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 118758 members 
Entering Unmasked Estep 
Score: -14519867.000000 Penalty: 5824.747070
	Iteration 267Q: 3 clusters Score -1.451987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 118778 members 
Entering Unmasked Estep 
Score: -14519880.000000 Penalty: 5824.747070
	Iteration 268Q: 3 clusters Score -1.451988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 118802 members 
Entering Unmasked Estep 
Score: -14519856.000000 Penalty: 5824.747070
	Iteration 269Q: 3 clusters Score -1.451986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 118813 members 
Entering Unmasked Estep 
Score: -14519853.000000 Penalty: 5824.747070
	Iteration 270Q: 3 clusters Score -1.451985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 118827 members 
Entering Unmasked Estep 
Score: -14519852.000000 Penalty: 5824.747070
	Iteration 271Q: 3 clusters Score -1.451985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 118839 members 
Entering Unmasked Estep 
Score: -14519844.000000 Penalty: 5824.747070
	Iteration 272Q: 3 clusters Score -1.451984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 118849 members 
Entering Unmasked Estep 
Score: -14519846.000000 Penalty: 5824.747070
	Iteration 273Q: 3 clusters Score -1.451985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 118860 members 
Entering Unmasked Estep 
Score: -14519838.000000 Penalty: 5824.747070
	Iteration 274Q: 3 clusters Score -1.451984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 118869 members 
Entering Unmasked Estep 
Score: -14519838.000000 Penalty: 5824.747070
	Iteration 275Q: 3 clusters Score -1.451984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 118881 members 
Entering Unmasked Estep 
Score: -14519843.000000 Penalty: 5824.747070
	Iteration 276Q: 3 clusters Score -1.451984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 118888 members 
Entering Unmasked Estep 
Score: -14519839.000000 Penalty: 5824.747070
	Iteration 277Q: 3 clusters Score -1.451984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 118895 members 
Entering Unmasked Estep 
Score: -14519843.000000 Penalty: 5824.747070
	Iteration 278Q: 3 clusters Score -1.451984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 118901 members 
Entering Unmasked Estep 
Score: -14519841.000000 Penalty: 5824.747070
	Iteration 279Q: 3 clusters Score -1.451984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 118905 members 
Entering Unmasked Estep 
Score: -14519846.000000 Penalty: 5824.747070
	Iteration 280F: 3 clusters Score -1.451985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 118908 members 
Entering Unmasked Estep 
Score: -14519830.000000 Penalty: 5824.747070
	Iteration 281Q: 3 clusters Score -1.451983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 118911 members 
Entering Unmasked Estep 
Score: -14519844.000000 Penalty: 5824.747070
	Iteration 282Q: 3 clusters Score -1.451984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 118914 members 
Entering Unmasked Estep 
Score: -14519843.000000 Penalty: 5824.747070
	Iteration 283Q: 3 clusters Score -1.451984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 118917 members 
Entering Unmasked Estep 
Score: -14519849.000000 Penalty: 5824.747070
	Iteration 284Q: 3 clusters Score -1.451985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 118919 members 
Entering Unmasked Estep 
Score: -14519850.000000 Penalty: 5824.747070
	Iteration 285Q: 3 clusters Score -1.451985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 118922 members 
Entering Unmasked Estep 
Score: -14519855.000000 Penalty: 5824.747070
	Iteration 286Q: 3 clusters Score -1.451986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 118924 members 
Entering Unmasked Estep 
Score: -14519849.000000 Penalty: 5824.747070
	Iteration 287Q: 3 clusters Score -1.451985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 118927 members 
Entering Unmasked Estep 
Score: -14519847.000000 Penalty: 5824.747070
	Iteration 288Q: 3 clusters Score -1.451985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 118931 members 
Entering Unmasked Estep 
Score: -14519843.000000 Penalty: 5824.747070
	Iteration 289Q: 3 clusters Score -1.451984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 118934 members 
Entering Unmasked Estep 
Score: -14519852.000000 Penalty: 5824.747070
	Iteration 290Q: 3 clusters Score -1.451985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 118935 members 
Entering Unmasked Estep 
Score: -14519851.000000 Penalty: 5824.747070
	Iteration 291Q: 3 clusters Score -1.451985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 118936 members 
Entering Unmasked Estep 
Score: -14519849.000000 Penalty: 5824.747070
	Iteration 292Q: 3 clusters Score -1.451985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 118937 members 
Entering Unmasked Estep 
Score: -14519859.000000 Penalty: 5824.747070
	Iteration 293Q: 3 clusters Score -1.451986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 118939 members 
Entering Unmasked Estep 
Score: -14519863.000000 Penalty: 5824.747070
	Iteration 294Q: 3 clusters Score -1.451986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 118941 members 
Entering Unmasked Estep 
Score: -14519865.000000 Penalty: 5824.747070
	Iteration 295Q: 3 clusters Score -1.451986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 118943 members 
Entering Unmasked Estep 
Score: -14519861.000000 Penalty: 5824.747070
	Iteration 296Q: 3 clusters Score -1.451986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 118947 members 
Entering Unmasked Estep 
Score: -14519859.000000 Penalty: 5824.747070
	Iteration 297Q: 3 clusters Score -1.451986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 118953 members 
Entering Unmasked Estep 
Score: -14519851.000000 Penalty: 5824.747070
	Iteration 298Q: 3 clusters Score -1.451985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 118957 members 
Entering Unmasked Estep 
Score: -14519856.000000 Penalty: 5824.747070
	Iteration 299Q: 3 clusters Score -1.451986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 118960 members 
Entering Unmasked Estep 
Score: -14519862.000000 Penalty: 5824.747070
	Iteration 300F: 3 clusters Score -1.451986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Entering Unmasked Estep 
Score: -3885734.500000 Penalty: 2580.317139
	Iteration 0F: 2 clusters Score -3885734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3863174.250000 Penalty: 5160.634277
	Iteration 0F: 3 clusters Score -3863174 nChanged 15054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3871575.250000 Penalty: 5160.634277
	Iteration 1F: 3 clusters Score -3871575 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3872091.000000 Penalty: 5160.634277
	Iteration 2Q: 3 clusters Score -3872091 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3872586.500000 Penalty: 5160.634277
	Iteration 3Q: 3 clusters Score -3872586 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -3873082.750000 Penalty: 5160.634277
	Iteration 4Q: 3 clusters Score -3873083 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -3873686.250000 Penalty: 5160.634277
	Iteration 5Q: 3 clusters Score -3873686 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3874457.000000 Penalty: 5160.634277
	Iteration 6Q: 3 clusters Score -3874457 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3875608.750000 Penalty: 5160.634277
	Iteration 7F: 3 clusters Score -3875609 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3877127.000000 Penalty: 5160.634277
	Iteration 8F: 3 clusters Score -3877127 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3878875.500000 Penalty: 5160.634277
	Iteration 9F: 3 clusters Score -3878876 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3880576.750000 Penalty: 5160.634277
	Iteration 10F: 3 clusters Score -3880577 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -3881909.750000 Penalty: 5160.634277
	Iteration 11Q: 3 clusters Score -3881910 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -3882707.250000 Penalty: 5160.634277
	Iteration 12Q: 3 clusters Score -3882707 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -3883038.000000 Penalty: 5160.634277
	Iteration 13Q: 3 clusters Score -3883038 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3883218.750000 Penalty: 5160.634277
	Iteration 14Q: 3 clusters Score -3883219 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -3883315.000000 Penalty: 5160.634277
	Iteration 15Q: 3 clusters Score -3883315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -3883358.500000 Penalty: 5160.634277
	Iteration 16Q: 3 clusters Score -3883358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -3883395.250000 Penalty: 5160.634277
	Iteration 17Q: 3 clusters Score -3883395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -3883423.500000 Penalty: 5160.634277
	Iteration 18Q: 3 clusters Score -3883424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -3883445.000000 Penalty: 5160.634277
	Iteration 19Q: 3 clusters Score -3883445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -3883459.500000 Penalty: 5160.634277
	Iteration 20F: 3 clusters Score -3883460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -3883466.000000 Penalty: 5160.634277
	Iteration 21Q: 3 clusters Score -3883466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -3883472.500000 Penalty: 5160.634277
	Iteration 22Q: 3 clusters Score -3883472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -3883487.000000 Penalty: 5160.634277
	Iteration 23Q: 3 clusters Score -3883487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -3883493.250000 Penalty: 5160.634277
	Iteration 24Q: 3 clusters Score -3883493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -3883498.500000 Penalty: 5160.634277
	Iteration 25Q: 3 clusters Score -3883498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -3883503.750000 Penalty: 5160.634277
	Iteration 26Q: 3 clusters Score -3883504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -3883511.000000 Penalty: 5160.634277
	Iteration 27Q: 3 clusters Score -3883511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -3883513.000000 Penalty: 5160.634277
	Iteration 28Q: 3 clusters Score -3883513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -3883511.750000 Penalty: 5160.634277
	Iteration 29Q: 3 clusters Score -3883512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -3883513.500000 Penalty: 5160.634277
	Iteration 30Q: 3 clusters Score -3883514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -3883514.750000 Penalty: 5160.634277
	Iteration 31Q: 3 clusters Score -3883515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -3883514.750000 Penalty: 5160.634277
	Iteration 32F: 3 clusters Score -3883515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Entering Unmasked Estep 
Score: -957657.562500 Penalty: 2261.102295
	Iteration 0F: 2 clusters Score -957657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -950687.750000 Penalty: 4522.204590
	Iteration 0F: 3 clusters Score -950687.8 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -952763.437500 Penalty: 4522.204590
	Iteration 1F: 3 clusters Score -952763.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -953156.375000 Penalty: 4522.204590
	Iteration 2F: 3 clusters Score -953156.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -953513.250000 Penalty: 4522.204590
	Iteration 3F: 3 clusters Score -953513.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -953945.562500 Penalty: 4522.204590
	Iteration 4F: 3 clusters Score -953945.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -954553.312500 Penalty: 4522.204590
	Iteration 5F: 3 clusters Score -954553.3 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -955449.750000 Penalty: 4522.204590
	Iteration 6F: 3 clusters Score -955449.8 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -956493.875000 Penalty: 4522.204590
	Iteration 7F: 3 clusters Score -956493.9 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -957336.875000 Penalty: 4522.204590
	Iteration 8F: 3 clusters Score -957336.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -957826.250000 Penalty: 4522.204590
	Iteration 9F: 3 clusters Score -957826.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -958081.812500 Penalty: 4522.204590
	Iteration 10Q: 3 clusters Score -958081.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -958200.562500 Penalty: 4522.204590
	Iteration 11Q: 3 clusters Score -958200.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -958269.500000 Penalty: 4522.204590
	Iteration 12Q: 3 clusters Score -958269.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -958310.312500 Penalty: 4522.204590
	Iteration 13Q: 3 clusters Score -958310.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -958339.437500 Penalty: 4522.204590
	Iteration 14Q: 3 clusters Score -958339.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -958353.375000 Penalty: 4522.204590
	Iteration 15Q: 3 clusters Score -958353.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -958363.750000 Penalty: 4522.204590
	Iteration 16Q: 3 clusters Score -958363.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -958370.250000 Penalty: 4522.204590
	Iteration 17Q: 3 clusters Score -958370.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -958377.687500 Penalty: 4522.204590
	Iteration 18Q: 3 clusters Score -958377.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -958379.937500 Penalty: 4522.204590
	Iteration 19Q: 3 clusters Score -958379.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -958379.937500 Penalty: 4522.204590
	Iteration 20F: 3 clusters Score -958379.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -958383.312500 Penalty: 4522.204590
	Iteration 21Q: 3 clusters Score -958383.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -958384.625000 Penalty: 4522.204590
	Iteration 22Q: 3 clusters Score -958384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -958387.250000 Penalty: 4522.204590
	Iteration 23Q: 3 clusters Score -958387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -958386.750000 Penalty: 4522.204590
	Iteration 24Q: 3 clusters Score -958386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -958387.937500 Penalty: 4522.204590
	Iteration 25Q: 3 clusters Score -958387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -958387.812500 Penalty: 4522.204590
	Iteration 26Q: 3 clusters Score -958387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -958388.875000 Penalty: 4522.204590
	Iteration 27Q: 3 clusters Score -958388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -958388.562500 Penalty: 4522.204590
	Iteration 28Q: 3 clusters Score -958388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -958390.687500 Penalty: 4522.204590
	Iteration 29Q: 3 clusters Score -958390.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -958387.375000 Penalty: 4522.204590
	Iteration 30Q: 3 clusters Score -958387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -958388.250000 Penalty: 4522.204590
	Iteration 31Q: 3 clusters Score -958388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -958387.625000 Penalty: 4522.204590
	Iteration 32Q: 3 clusters Score -958387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -958389.187500 Penalty: 4522.204590
	Iteration 33Q: 3 clusters Score -958389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -958391.562500 Penalty: 4522.204590
	Iteration 34Q: 3 clusters Score -958391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -958393.500000 Penalty: 4522.204590
	Iteration 35Q: 3 clusters Score -958393.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -958394.500000 Penalty: 4522.204590
	Iteration 36Q: 3 clusters Score -958394.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -958395.875000 Penalty: 4522.204590
	Iteration 37Q: 3 clusters Score -958395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -958395.125000 Penalty: 4522.204590
	Iteration 38Q: 3 clusters Score -958395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -958395.125000 Penalty: 4522.204590
	Iteration 39F: 3 clusters Score -958395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 125925 members 
Mstep: Class 4 contains 33008 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 23812 members 
Mstep: Class 7 contains 7442 members 
Mstep: Class 8 contains 6080 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 12 contains 32185 members 
Mstep: Class 13 contains 41475 members 
Mstep: Class 14 contains 48375 members 
Mstep: Class 15 contains 18282 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 275239 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 57253 members 
Entering Unmasked Estep 
Score: -92646320.000000 Penalty: 67540.226562
Splitting cluster 5 changes total score from -92646184.000000 to -92646320.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 6 (23812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Entering Unmasked Estep 
Score: -2771632.000000 Penalty: 2499.330322
	Iteration 0F: 2 clusters Score -2771632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2755064.500000 Penalty: 4998.660645
	Iteration 0F: 3 clusters Score -2755064 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2760802.750000 Penalty: 4998.660645
	Iteration 1F: 3 clusters Score -2760803 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2761314.000000 Penalty: 4998.660645
	Iteration 2F: 3 clusters Score -2761314 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2761931.500000 Penalty: 4998.660645
	Iteration 3Q: 3 clusters Score -2761932 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2762957.250000 Penalty: 4998.660645
	Iteration 4F: 3 clusters Score -2762957 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2764359.500000 Penalty: 4998.660645
	Iteration 5F: 3 clusters Score -2764360 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2765953.250000 Penalty: 4998.660645
	Iteration 6F: 3 clusters Score -2765953 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2767538.750000 Penalty: 4998.660645
	Iteration 7F: 3 clusters Score -2767539 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2768956.250000 Penalty: 4998.660645
	Iteration 8F: 3 clusters Score -2768956 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2770034.000000 Penalty: 4998.660645
	Iteration 9F: 3 clusters Score -2770034 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2770997.750000 Penalty: 4998.660645
	Iteration 10Q: 3 clusters Score -2770998 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2772102.750000 Penalty: 4998.660645
	Iteration 11Q: 3 clusters Score -2772103 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2773293.500000 Penalty: 4998.660645
	Iteration 12Q: 3 clusters Score -2773294 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2773755.250000 Penalty: 4998.660645
	Iteration 13Q: 3 clusters Score -2773755 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2773906.000000 Penalty: 4998.660645
	Iteration 14Q: 3 clusters Score -2773906 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2773979.250000 Penalty: 4998.660645
	Iteration 15Q: 3 clusters Score -2773979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2773988.750000 Penalty: 4998.660645
	Iteration 16Q: 3 clusters Score -2773989 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2774001.000000 Penalty: 4998.660645
	Iteration 17Q: 3 clusters Score -2774001 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2774009.250000 Penalty: 4998.660645
	Iteration 18Q: 3 clusters Score -2774009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2774011.250000 Penalty: 4998.660645
	Iteration 19Q: 3 clusters Score -2774011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2774013.000000 Penalty: 4998.660645
	Iteration 20F: 3 clusters Score -2774013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2774016.250000 Penalty: 4998.660645
	Iteration 21Q: 3 clusters Score -2774016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2774021.750000 Penalty: 4998.660645
	Iteration 22Q: 3 clusters Score -2774022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2774021.000000 Penalty: 4998.660645
	Iteration 23Q: 3 clusters Score -2774021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2774017.750000 Penalty: 4998.660645
	Iteration 24Q: 3 clusters Score -2774018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2774022.250000 Penalty: 4998.660645
	Iteration 25Q: 3 clusters Score -2774022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2774019.250000 Penalty: 4998.660645
	Iteration 26Q: 3 clusters Score -2774019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2774019.000000 Penalty: 4998.660645
	Iteration 27Q: 3 clusters Score -2774019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2774022.000000 Penalty: 4998.660645
	Iteration 28Q: 3 clusters Score -2774022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2774023.750000 Penalty: 4998.660645
	Iteration 29Q: 3 clusters Score -2774024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2774022.750000 Penalty: 4998.660645
	Iteration 30Q: 3 clusters Score -2774023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2774018.250000 Penalty: 4998.660645
	Iteration 31Q: 3 clusters Score -2774018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2774018.250000 Penalty: 4998.660645
	Iteration 32Q: 3 clusters Score -2774018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2774020.750000 Penalty: 4998.660645
	Iteration 33Q: 3 clusters Score -2774021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2774020.750000 Penalty: 4998.660645
	Iteration 34F: 3 clusters Score -2774021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 125925 members 
Mstep: Class 4 contains 33008 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 15948 members 
Mstep: Class 7 contains 7442 members 
Mstep: Class 8 contains 6080 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 11 contains 7864 members 
Mstep: Class 12 contains 32185 members 
Mstep: Class 13 contains 41475 members 
Mstep: Class 14 contains 48375 members 
Mstep: Class 15 contains 18282 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 275239 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 57253 members 
Entering Unmasked Estep 
Score: -92647920.000000 Penalty: 70917.242188
Splitting cluster 6 changes total score from -92646184.000000 to -92647920.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 8 (6080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Entering Unmasked Estep 
Score: -725211.937500 Penalty: 2160.764404
	Iteration 0F: 2 clusters Score -725211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -719944.937500 Penalty: 4321.528809
	Iteration 0F: 3 clusters Score -719944.9 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -721187.125000 Penalty: 4321.528809
	Iteration 1F: 3 clusters Score -721187.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -721413.937500 Penalty: 4321.528809
	Iteration 2F: 3 clusters Score -721413.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -721578.187500 Penalty: 4321.528809
	Iteration 3F: 3 clusters Score -721578.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -721688.500000 Penalty: 4321.528809
	Iteration 4Q: 3 clusters Score -721688.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -721769.375000 Penalty: 4321.528809
	Iteration 5Q: 3 clusters Score -721769.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -721834.875000 Penalty: 4321.528809
	Iteration 6Q: 3 clusters Score -721834.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -721894.562500 Penalty: 4321.528809
	Iteration 7Q: 3 clusters Score -721894.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -721951.062500 Penalty: 4321.528809
	Iteration 8Q: 3 clusters Score -721951.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -722000.562500 Penalty: 4321.528809
	Iteration 9Q: 3 clusters Score -722000.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -722041.875000 Penalty: 4321.528809
	Iteration 10Q: 3 clusters Score -722041.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -722089.250000 Penalty: 4321.528809
	Iteration 11Q: 3 clusters Score -722089.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -722120.625000 Penalty: 4321.528809
	Iteration 12Q: 3 clusters Score -722120.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -722154.562500 Penalty: 4321.528809
	Iteration 13Q: 3 clusters Score -722154.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -722185.875000 Penalty: 4321.528809
	Iteration 14Q: 3 clusters Score -722185.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -722225.062500 Penalty: 4321.528809
	Iteration 15Q: 3 clusters Score -722225.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -722271.187500 Penalty: 4321.528809
	Iteration 16Q: 3 clusters Score -722271.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -722329.750000 Penalty: 4321.528809
	Iteration 17Q: 3 clusters Score -722329.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -722387.937500 Penalty: 4321.528809
	Iteration 18Q: 3 clusters Score -722387.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -722446.000000 Penalty: 4321.528809
	Iteration 19Q: 3 clusters Score -722446 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -722511.500000 Penalty: 4321.528809
	Iteration 20F: 3 clusters Score -722511.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -722574.125000 Penalty: 4321.528809
	Iteration 21Q: 3 clusters Score -722574.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -722630.250000 Penalty: 4321.528809
	Iteration 22Q: 3 clusters Score -722630.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -722681.875000 Penalty: 4321.528809
	Iteration 23Q: 3 clusters Score -722681.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -722731.500000 Penalty: 4321.528809
	Iteration 24Q: 3 clusters Score -722731.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -722780.812500 Penalty: 4321.528809
	Iteration 25Q: 3 clusters Score -722780.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -722832.375000 Penalty: 4321.528809
	Iteration 26Q: 3 clusters Score -722832.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -722888.187500 Penalty: 4321.528809
	Iteration 27Q: 3 clusters Score -722888.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -722935.750000 Penalty: 4321.528809
	Iteration 28Q: 3 clusters Score -722935.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -722976.437500 Penalty: 4321.528809
	Iteration 29Q: 3 clusters Score -722976.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -723013.437500 Penalty: 4321.528809
	Iteration 30Q: 3 clusters Score -723013.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -723038.187500 Penalty: 4321.528809
	Iteration 31Q: 3 clusters Score -723038.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -723061.687500 Penalty: 4321.528809
	Iteration 32Q: 3 clusters Score -723061.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -723092.312500 Penalty: 4321.528809
	Iteration 33Q: 3 clusters Score -723092.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -723112.250000 Penalty: 4321.528809
	Iteration 34Q: 3 clusters Score -723112.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -723126.687500 Penalty: 4321.528809
	Iteration 35Q: 3 clusters Score -723126.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -723143.625000 Penalty: 4321.528809
	Iteration 36Q: 3 clusters Score -723143.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -723155.312500 Penalty: 4321.528809
	Iteration 37Q: 3 clusters Score -723155.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -723172.375000 Penalty: 4321.528809
	Iteration 38Q: 3 clusters Score -723172.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -723187.562500 Penalty: 4321.528809
	Iteration 39Q: 3 clusters Score -723187.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -723202.437500 Penalty: 4321.528809
	Iteration 40F: 3 clusters Score -723202.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -723214.062500 Penalty: 4321.528809
	Iteration 41Q: 3 clusters Score -723214.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -723225.062500 Penalty: 4321.528809
	Iteration 42Q: 3 clusters Score -723225.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -723230.375000 Penalty: 4321.528809
	Iteration 43Q: 3 clusters Score -723230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -723237.062500 Penalty: 4321.528809
	Iteration 44Q: 3 clusters Score -723237.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -723240.625000 Penalty: 4321.528809
	Iteration 45Q: 3 clusters Score -723240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -723244.125000 Penalty: 4321.528809
	Iteration 46Q: 3 clusters Score -723244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -723245.250000 Penalty: 4321.528809
	Iteration 47Q: 3 clusters Score -723245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -723248.625000 Penalty: 4321.528809
	Iteration 48Q: 3 clusters Score -723248.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -723252.062500 Penalty: 4321.528809
	Iteration 49Q: 3 clusters Score -723252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -723257.437500 Penalty: 4321.528809
	Iteration 50Q: 3 clusters Score -723257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -723258.437500 Penalty: 4321.528809
	Iteration 51Q: 3 clusters Score -723258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -723259.812500 Penalty: 4321.528809
	Iteration 52Q: 3 clusters Score -723259.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -723261.375000 Penalty: 4321.528809
	Iteration 53Q: 3 clusters Score -723261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -723261.375000 Penalty: 4321.528809
	Iteration 54Q: 3 clusters Score -723261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -723261.375000 Penalty: 4321.528809
	Iteration 55F: 3 clusters Score -723261.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Entering Unmasked Estep 
Score: -540210.687500 Penalty: 2103.992920
	Iteration 0F: 2 clusters Score -540210.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -535864.062500 Penalty: 4207.985840
	Iteration 0F: 3 clusters Score -535864.1 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -538067.875000 Penalty: 4207.985840
	Iteration 1F: 3 clusters Score -538067.9 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -540689.812500 Penalty: 4207.985840
	Iteration 2F: 3 clusters Score -540689.8 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -543840.937500 Penalty: 4207.985840
	Iteration 3F: 3 clusters Score -543840.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -545455.375000 Penalty: 4207.985840
	Iteration 4F: 3 clusters Score -545455.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -545959.437500 Penalty: 4207.985840
	Iteration 5Q: 3 clusters Score -545959.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -546212.750000 Penalty: 4207.985840
	Iteration 6Q: 3 clusters Score -546212.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -546380.187500 Penalty: 4207.985840
	Iteration 7Q: 3 clusters Score -546380.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -546421.562500 Penalty: 4207.985840
	Iteration 8Q: 3 clusters Score -546421.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -546425.437500 Penalty: 4207.985840
	Iteration 9Q: 3 clusters Score -546425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -546425.687500 Penalty: 4207.985840
	Iteration 10Q: 3 clusters Score -546425.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -546427.687500 Penalty: 4207.985840
	Iteration 11Q: 3 clusters Score -546427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -546427.687500 Penalty: 4207.985840
	Iteration 12F: 3 clusters Score -546427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 125925 members 
Mstep: Class 4 contains 33008 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 15948 members 
Mstep: Class 7 contains 7442 members 
Mstep: Class 8 contains 6080 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 11 contains 7864 members 
Mstep: Class 12 contains 32185 members 
Mstep: Class 13 contains 41475 members 
Mstep: Class 14 contains 48375 members 
Mstep: Class 15 contains 18282 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 275239 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 57253 members 
Entering Unmasked Estep 
Score: -92652760.000000 Penalty: 74294.250000
Splitting cluster 9 changes total score from -92646184.000000 to -92652760.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 10 (13372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Entering Unmasked Estep 
Score: -1574781.250000 Penalty: 2356.227783
	Iteration 0F: 2 clusters Score -1574781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1564988.000000 Penalty: 4712.455566
	Iteration 0F: 3 clusters Score -1564988 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1568030.625000 Penalty: 4712.455566
	Iteration 1F: 3 clusters Score -1568031 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1568501.125000 Penalty: 4712.455566
	Iteration 2F: 3 clusters Score -1568501 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1568860.875000 Penalty: 4712.455566
	Iteration 3F: 3 clusters Score -1568861 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1569147.500000 Penalty: 4712.455566
	Iteration 4Q: 3 clusters Score -1569148 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1569413.000000 Penalty: 4712.455566
	Iteration 5Q: 3 clusters Score -1569413 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1569702.125000 Penalty: 4712.455566
	Iteration 6Q: 3 clusters Score -1569702 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1570086.875000 Penalty: 4712.455566
	Iteration 7Q: 3 clusters Score -1570087 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1570510.000000 Penalty: 4712.455566
	Iteration 8Q: 3 clusters Score -1570510 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1570887.750000 Penalty: 4712.455566
	Iteration 9Q: 3 clusters Score -1570888 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1571195.500000 Penalty: 4712.455566
	Iteration 10Q: 3 clusters Score -1571196 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1571420.625000 Penalty: 4712.455566
	Iteration 11Q: 3 clusters Score -1571421 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1571550.625000 Penalty: 4712.455566
	Iteration 12Q: 3 clusters Score -1571551 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1571654.250000 Penalty: 4712.455566
	Iteration 13Q: 3 clusters Score -1571654 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1571727.500000 Penalty: 4712.455566
	Iteration 14Q: 3 clusters Score -1571728 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1571793.500000 Penalty: 4712.455566
	Iteration 15Q: 3 clusters Score -1571794 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1571849.875000 Penalty: 4712.455566
	Iteration 16Q: 3 clusters Score -1571850 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1571907.500000 Penalty: 4712.455566
	Iteration 17Q: 3 clusters Score -1571908 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1571944.750000 Penalty: 4712.455566
	Iteration 18Q: 3 clusters Score -1571945 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1571977.000000 Penalty: 4712.455566
	Iteration 19Q: 3 clusters Score -1571977 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1571997.000000 Penalty: 4712.455566
	Iteration 20F: 3 clusters Score -1571997 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1572035.375000 Penalty: 4712.455566
	Iteration 21Q: 3 clusters Score -1572035 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1572067.500000 Penalty: 4712.455566
	Iteration 22Q: 3 clusters Score -1572068 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1572107.500000 Penalty: 4712.455566
	Iteration 23Q: 3 clusters Score -1572108 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1572136.750000 Penalty: 4712.455566
	Iteration 24Q: 3 clusters Score -1572137 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1572169.500000 Penalty: 4712.455566
	Iteration 25Q: 3 clusters Score -1572170 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1572195.625000 Penalty: 4712.455566
	Iteration 26Q: 3 clusters Score -1572196 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1572226.750000 Penalty: 4712.455566
	Iteration 27Q: 3 clusters Score -1572227 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1572254.875000 Penalty: 4712.455566
	Iteration 28Q: 3 clusters Score -1572255 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1572284.375000 Penalty: 4712.455566
	Iteration 29Q: 3 clusters Score -1572284 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1572301.500000 Penalty: 4712.455566
	Iteration 30Q: 3 clusters Score -1572302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1572322.750000 Penalty: 4712.455566
	Iteration 31Q: 3 clusters Score -1572323 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1572339.125000 Penalty: 4712.455566
	Iteration 32Q: 3 clusters Score -1572339 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1572366.875000 Penalty: 4712.455566
	Iteration 33Q: 3 clusters Score -1572367 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1572389.375000 Penalty: 4712.455566
	Iteration 34Q: 3 clusters Score -1572389 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1572407.250000 Penalty: 4712.455566
	Iteration 35Q: 3 clusters Score -1572407 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1572423.250000 Penalty: 4712.455566
	Iteration 36Q: 3 clusters Score -1572423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1572444.250000 Penalty: 4712.455566
	Iteration 37Q: 3 clusters Score -1572444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1572466.625000 Penalty: 4712.455566
	Iteration 38Q: 3 clusters Score -1572467 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1572485.875000 Penalty: 4712.455566
	Iteration 39Q: 3 clusters Score -1572486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1572499.750000 Penalty: 4712.455566
	Iteration 40F: 3 clusters Score -1572500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1572523.875000 Penalty: 4712.455566
	Iteration 41Q: 3 clusters Score -1572524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1572540.125000 Penalty: 4712.455566
	Iteration 42Q: 3 clusters Score -1572540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1572559.000000 Penalty: 4712.455566
	Iteration 43Q: 3 clusters Score -1572559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1572572.000000 Penalty: 4712.455566
	Iteration 44Q: 3 clusters Score -1572572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1572595.000000 Penalty: 4712.455566
	Iteration 45Q: 3 clusters Score -1572595 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1572626.625000 Penalty: 4712.455566
	Iteration 46Q: 3 clusters Score -1572627 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1572659.750000 Penalty: 4712.455566
	Iteration 47Q: 3 clusters Score -1572660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1572685.875000 Penalty: 4712.455566
	Iteration 48Q: 3 clusters Score -1572686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1572705.000000 Penalty: 4712.455566
	Iteration 49Q: 3 clusters Score -1572705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1572730.875000 Penalty: 4712.455566
	Iteration 50Q: 3 clusters Score -1572731 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1572758.000000 Penalty: 4712.455566
	Iteration 51Q: 3 clusters Score -1572758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1572790.000000 Penalty: 4712.455566
	Iteration 52Q: 3 clusters Score -1572790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1572810.375000 Penalty: 4712.455566
	Iteration 53Q: 3 clusters Score -1572810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1572826.125000 Penalty: 4712.455566
	Iteration 54Q: 3 clusters Score -1572826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1572844.125000 Penalty: 4712.455566
	Iteration 55Q: 3 clusters Score -1572844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1572856.375000 Penalty: 4712.455566
	Iteration 56Q: 3 clusters Score -1572856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1572873.250000 Penalty: 4712.455566
	Iteration 57Q: 3 clusters Score -1572873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1572886.875000 Penalty: 4712.455566
	Iteration 58Q: 3 clusters Score -1572887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1572901.625000 Penalty: 4712.455566
	Iteration 59Q: 3 clusters Score -1572902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1572927.125000 Penalty: 4712.455566
	Iteration 60F: 3 clusters Score -1572927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1572964.250000 Penalty: 4712.455566
	Iteration 61Q: 3 clusters Score -1572964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1573010.500000 Penalty: 4712.455566
	Iteration 62Q: 3 clusters Score -1573010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1573057.750000 Penalty: 4712.455566
	Iteration 63Q: 3 clusters Score -1573058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1573094.750000 Penalty: 4712.455566
	Iteration 64Q: 3 clusters Score -1573095 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1573129.750000 Penalty: 4712.455566
	Iteration 65Q: 3 clusters Score -1573130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1573159.000000 Penalty: 4712.455566
	Iteration 66Q: 3 clusters Score -1573159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1573174.125000 Penalty: 4712.455566
	Iteration 67Q: 3 clusters Score -1573174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1573194.625000 Penalty: 4712.455566
	Iteration 68Q: 3 clusters Score -1573195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1573206.000000 Penalty: 4712.455566
	Iteration 69Q: 3 clusters Score -1573206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1573217.625000 Penalty: 4712.455566
	Iteration 70Q: 3 clusters Score -1573218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1573224.500000 Penalty: 4712.455566
	Iteration 71Q: 3 clusters Score -1573224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1573226.750000 Penalty: 4712.455566
	Iteration 72Q: 3 clusters Score -1573227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1573230.000000 Penalty: 4712.455566
	Iteration 73Q: 3 clusters Score -1573230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1573233.000000 Penalty: 4712.455566
	Iteration 74Q: 3 clusters Score -1573233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1573242.375000 Penalty: 4712.455566
	Iteration 75Q: 3 clusters Score -1573242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1573246.625000 Penalty: 4712.455566
	Iteration 76Q: 3 clusters Score -1573247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1573247.375000 Penalty: 4712.455566
	Iteration 77Q: 3 clusters Score -1573247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1573246.375000 Penalty: 4712.455566
	Iteration 78Q: 3 clusters Score -1573246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1573289.375000 Penalty: 4712.455566
	Iteration 79F: 3 clusters Score -1573289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1573365.375000 Penalty: 4712.455566
	Iteration 80F: 3 clusters Score -1573365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1573414.500000 Penalty: 4712.455566
	Iteration 81Q: 3 clusters Score -1573414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1573463.625000 Penalty: 4712.455566
	Iteration 82Q: 3 clusters Score -1573464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1573527.500000 Penalty: 4712.455566
	Iteration 83Q: 3 clusters Score -1573528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1573564.000000 Penalty: 4712.455566
	Iteration 84Q: 3 clusters Score -1573564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1573597.000000 Penalty: 4712.455566
	Iteration 85Q: 3 clusters Score -1573597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1573621.375000 Penalty: 4712.455566
	Iteration 86Q: 3 clusters Score -1573621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1573634.125000 Penalty: 4712.455566
	Iteration 87Q: 3 clusters Score -1573634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1573639.000000 Penalty: 4712.455566
	Iteration 88Q: 3 clusters Score -1573639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1573648.250000 Penalty: 4712.455566
	Iteration 89Q: 3 clusters Score -1573648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1573653.125000 Penalty: 4712.455566
	Iteration 90Q: 3 clusters Score -1573653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1573654.750000 Penalty: 4712.455566
	Iteration 91Q: 3 clusters Score -1573655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1573658.000000 Penalty: 4712.455566
	Iteration 92Q: 3 clusters Score -1573658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1573660.000000 Penalty: 4712.455566
	Iteration 93Q: 3 clusters Score -1573660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1573697.250000 Penalty: 4712.455566
	Iteration 94F: 3 clusters Score -1573697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1573731.000000 Penalty: 4712.455566
	Iteration 95Q: 3 clusters Score -1573731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1573741.750000 Penalty: 4712.455566
	Iteration 96Q: 3 clusters Score -1573742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1573746.000000 Penalty: 4712.455566
	Iteration 97Q: 3 clusters Score -1573746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1573752.875000 Penalty: 4712.455566
	Iteration 98Q: 3 clusters Score -1573753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1573758.375000 Penalty: 4712.455566
	Iteration 99Q: 3 clusters Score -1573758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1573760.125000 Penalty: 4712.455566
	Iteration 100F: 3 clusters Score -1573760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1573761.875000 Penalty: 4712.455566
	Iteration 101Q: 3 clusters Score -1573762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1573764.625000 Penalty: 4712.455566
	Iteration 102Q: 3 clusters Score -1573765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1573768.875000 Penalty: 4712.455566
	Iteration 103Q: 3 clusters Score -1573769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1573772.000000 Penalty: 4712.455566
	Iteration 104Q: 3 clusters Score -1573772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1573772.000000 Penalty: 4712.455566
	Iteration 105F: 3 clusters Score -1573772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Entering Unmasked Estep 
Score: -3797300.500000 Penalty: 2574.055664
	Iteration 0F: 2 clusters Score -3797300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3775243.250000 Penalty: 5148.111328
	Iteration 0F: 3 clusters Score -3775243 nChanged 14684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3783248.500000 Penalty: 5148.111328
	Iteration 1F: 3 clusters Score -3783248 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3783744.000000 Penalty: 5148.111328
	Iteration 2Q: 3 clusters Score -3783744 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3784250.500000 Penalty: 5148.111328
	Iteration 3Q: 3 clusters Score -3784250 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3784880.750000 Penalty: 5148.111328
	Iteration 4Q: 3 clusters Score -3784881 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -3785835.750000 Penalty: 5148.111328
	Iteration 5F: 3 clusters Score -3785836 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3787306.750000 Penalty: 5148.111328
	Iteration 6F: 3 clusters Score -3787307 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -3789231.750000 Penalty: 5148.111328
	Iteration 7F: 3 clusters Score -3789232 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3791392.000000 Penalty: 5148.111328
	Iteration 8F: 3 clusters Score -3791392 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3793191.000000 Penalty: 5148.111328
	Iteration 9F: 3 clusters Score -3793191 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -3794197.250000 Penalty: 5148.111328
	Iteration 10Q: 3 clusters Score -3794197 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -3794649.250000 Penalty: 5148.111328
	Iteration 11Q: 3 clusters Score -3794649 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -3794880.000000 Penalty: 5148.111328
	Iteration 12Q: 3 clusters Score -3794880 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3794977.250000 Penalty: 5148.111328
	Iteration 13Q: 3 clusters Score -3794977 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -3795056.250000 Penalty: 5148.111328
	Iteration 14Q: 3 clusters Score -3795056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -3795116.750000 Penalty: 5148.111328
	Iteration 15Q: 3 clusters Score -3795117 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -3795159.750000 Penalty: 5148.111328
	Iteration 16Q: 3 clusters Score -3795160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -3795190.000000 Penalty: 5148.111328
	Iteration 17Q: 3 clusters Score -3795190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -3795200.750000 Penalty: 5148.111328
	Iteration 18Q: 3 clusters Score -3795201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -3795219.250000 Penalty: 5148.111328
	Iteration 19Q: 3 clusters Score -3795219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -3795226.500000 Penalty: 5148.111328
	Iteration 20F: 3 clusters Score -3795226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -3795236.250000 Penalty: 5148.111328
	Iteration 21Q: 3 clusters Score -3795236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -3795235.000000 Penalty: 5148.111328
	Iteration 22Q: 3 clusters Score -3795235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -3795239.250000 Penalty: 5148.111328
	Iteration 23Q: 3 clusters Score -3795239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -3795244.250000 Penalty: 5148.111328
	Iteration 24Q: 3 clusters Score -3795244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -3795244.250000 Penalty: 5148.111328
	Iteration 25F: 3 clusters Score -3795244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Entering Unmasked Estep 
Score: -4795690.500000 Penalty: 2636.945801
	Iteration 0F: 2 clusters Score -4795690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -4767541.500000 Penalty: 5273.891602
	Iteration 0F: 3 clusters Score -4767542 nChanged 19169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -4778329.000000 Penalty: 5273.891602
	Iteration 1F: 3 clusters Score -4778329 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -4778948.500000 Penalty: 5273.891602
	Iteration 2Q: 3 clusters Score -4778948 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -4779591.000000 Penalty: 5273.891602
	Iteration 3Q: 3 clusters Score -4779591 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -4780327.000000 Penalty: 5273.891602
	Iteration 4Q: 3 clusters Score -4780327 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -4781224.500000 Penalty: 5273.891602
	Iteration 5Q: 3 clusters Score -4781224 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -4782412.000000 Penalty: 5273.891602
	Iteration 6F: 3 clusters Score -4782412 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -4783976.000000 Penalty: 5273.891602
	Iteration 7F: 3 clusters Score -4783976 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -4785925.500000 Penalty: 5273.891602
	Iteration 8F: 3 clusters Score -4785926 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -4788105.000000 Penalty: 5273.891602
	Iteration 9F: 3 clusters Score -4788105 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -4789982.000000 Penalty: 5273.891602
	Iteration 10F: 3 clusters Score -4789982 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -4791311.500000 Penalty: 5273.891602
	Iteration 11Q: 3 clusters Score -4791312 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -4792285.000000 Penalty: 5273.891602
	Iteration 12Q: 3 clusters Score -4792285 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -4792873.000000 Penalty: 5273.891602
	Iteration 13Q: 3 clusters Score -4792873 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -4793248.000000 Penalty: 5273.891602
	Iteration 14Q: 3 clusters Score -4793248 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -4793435.500000 Penalty: 5273.891602
	Iteration 15Q: 3 clusters Score -4793436 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -4793555.000000 Penalty: 5273.891602
	Iteration 16Q: 3 clusters Score -4793555 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -4793621.500000 Penalty: 5273.891602
	Iteration 17Q: 3 clusters Score -4793622 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -4793683.500000 Penalty: 5273.891602
	Iteration 18Q: 3 clusters Score -4793684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -4793732.000000 Penalty: 5273.891602
	Iteration 19Q: 3 clusters Score -4793732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -4793769.500000 Penalty: 5273.891602
	Iteration 20F: 3 clusters Score -4793770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -4793791.000000 Penalty: 5273.891602
	Iteration 21Q: 3 clusters Score -4793791 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -4793838.500000 Penalty: 5273.891602
	Iteration 22Q: 3 clusters Score -4793838 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -4793876.000000 Penalty: 5273.891602
	Iteration 23Q: 3 clusters Score -4793876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -4793894.000000 Penalty: 5273.891602
	Iteration 24Q: 3 clusters Score -4793894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -4793908.500000 Penalty: 5273.891602
	Iteration 25Q: 3 clusters Score -4793908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -4793925.500000 Penalty: 5273.891602
	Iteration 26Q: 3 clusters Score -4793926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -4793921.500000 Penalty: 5273.891602
	Iteration 27Q: 3 clusters Score -4793922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -4793932.000000 Penalty: 5273.891602
	Iteration 28Q: 3 clusters Score -4793932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -4793937.000000 Penalty: 5273.891602
	Iteration 29Q: 3 clusters Score -4793937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -4793936.000000 Penalty: 5273.891602
	Iteration 30Q: 3 clusters Score -4793936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -4793933.500000 Penalty: 5273.891602
	Iteration 31Q: 3 clusters Score -4793934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -4793932.000000 Penalty: 5273.891602
	Iteration 32Q: 3 clusters Score -4793932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -4793937.500000 Penalty: 5273.891602
	Iteration 33Q: 3 clusters Score -4793938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -4793937.000000 Penalty: 5273.891602
	Iteration 34Q: 3 clusters Score -4793937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -4793937.000000 Penalty: 5273.891602
	Iteration 35Q: 3 clusters Score -4793937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -4793934.500000 Penalty: 5273.891602
	Iteration 36Q: 3 clusters Score -4793934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -4793934.500000 Penalty: 5273.891602
	Iteration 37Q: 3 clusters Score -4793934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -4793934.500000 Penalty: 5273.891602
	Iteration 38F: 3 clusters Score -4793934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Entering Unmasked Estep 
Score: -5401423.500000 Penalty: 2675.111084
	Iteration 0F: 2 clusters Score -5401424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -5368798.000000 Penalty: 5350.222168
	Iteration 0F: 3 clusters Score -5368798 nChanged 22447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -5382067.000000 Penalty: 5350.222168
	Iteration 1F: 3 clusters Score -5382067 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -5383863.500000 Penalty: 5350.222168
	Iteration 2F: 3 clusters Score -5383864 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -5386799.000000 Penalty: 5350.222168
	Iteration 3F: 3 clusters Score -5386799 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -5390595.500000 Penalty: 5350.222168
	Iteration 4F: 3 clusters Score -5390596 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -5394480.000000 Penalty: 5350.222168
	Iteration 5F: 3 clusters Score -5394480 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -5397571.000000 Penalty: 5350.222168
	Iteration 6F: 3 clusters Score -5397571 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -5399759.000000 Penalty: 5350.222168
	Iteration 7F: 3 clusters Score -5399759 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -5401298.500000 Penalty: 5350.222168
	Iteration 8Q: 3 clusters Score -5401298 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -5402249.000000 Penalty: 5350.222168
	Iteration 9Q: 3 clusters Score -5402249 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -5402790.000000 Penalty: 5350.222168
	Iteration 10Q: 3 clusters Score -5402790 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -5403098.500000 Penalty: 5350.222168
	Iteration 11Q: 3 clusters Score -5403098 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -5403217.500000 Penalty: 5350.222168
	Iteration 12Q: 3 clusters Score -5403218 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -5403295.000000 Penalty: 5350.222168
	Iteration 13Q: 3 clusters Score -5403295 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -5403334.500000 Penalty: 5350.222168
	Iteration 14Q: 3 clusters Score -5403334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -5403334.000000 Penalty: 5350.222168
	Iteration 15Q: 3 clusters Score -5403334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -5403348.500000 Penalty: 5350.222168
	Iteration 16Q: 3 clusters Score -5403348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -5403359.500000 Penalty: 5350.222168
	Iteration 17Q: 3 clusters Score -5403360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -5403375.000000 Penalty: 5350.222168
	Iteration 18Q: 3 clusters Score -5403375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -5403378.500000 Penalty: 5350.222168
	Iteration 19Q: 3 clusters Score -5403378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -5403384.500000 Penalty: 5350.222168
	Iteration 20F: 3 clusters Score -5403384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -5403375.500000 Penalty: 5350.222168
	Iteration 21Q: 3 clusters Score -5403376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -5403375.000000 Penalty: 5350.222168
	Iteration 22Q: 3 clusters Score -5403375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -5403369.000000 Penalty: 5350.222168
	Iteration 23Q: 3 clusters Score -5403369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -5403370.000000 Penalty: 5350.222168
	Iteration 24Q: 3 clusters Score -5403370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -5403370.500000 Penalty: 5350.222168
	Iteration 25Q: 3 clusters Score -5403370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -5403368.500000 Penalty: 5350.222168
	Iteration 26Q: 3 clusters Score -5403368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -5403380.000000 Penalty: 5350.222168
	Iteration 27Q: 3 clusters Score -5403380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -5403375.500000 Penalty: 5350.222168
	Iteration 28Q: 3 clusters Score -5403376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -5403376.000000 Penalty: 5350.222168
	Iteration 29Q: 3 clusters Score -5403376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -5403376.000000 Penalty: 5350.222168
	Iteration 30Q: 3 clusters Score -5403376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -5403378.500000 Penalty: 5350.222168
	Iteration 31Q: 3 clusters Score -5403378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -5403379.000000 Penalty: 5350.222168
	Iteration 32Q: 3 clusters Score -5403379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -5403373.000000 Penalty: 5350.222168
	Iteration 33Q: 3 clusters Score -5403373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -5403373.000000 Penalty: 5350.222168
	Iteration 34F: 3 clusters Score -5403373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 125925 members 
Mstep: Class 4 contains 33008 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 15948 members 
Mstep: Class 7 contains 7442 members 
Mstep: Class 8 contains 6080 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 11 contains 7864 members 
Mstep: Class 12 contains 32185 members 
Mstep: Class 13 contains 41475 members 
Mstep: Class 14 contains 2231 members 
Mstep: Class 15 contains 18282 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 17 contains 46144 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 275239 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 57253 members 
Entering Unmasked Estep 
Score: -92653584.000000 Penalty: 77671.265625
Splitting cluster 14 changes total score from -92646184.000000 to -92653584.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 15 (18282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Entering Unmasked Estep 
Score: -2157260.750000 Penalty: 2433.790771
	Iteration 0F: 2 clusters Score -2157261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2144341.500000 Penalty: 4867.581543
	Iteration 0F: 3 clusters Score -2144342 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2148546.000000 Penalty: 4867.581543
	Iteration 1F: 3 clusters Score -2148546 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2148882.000000 Penalty: 4867.581543
	Iteration 2F: 3 clusters Score -2148882 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2149130.000000 Penalty: 4867.581543
	Iteration 3Q: 3 clusters Score -2149130 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2149346.500000 Penalty: 4867.581543
	Iteration 4Q: 3 clusters Score -2149346 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2149573.500000 Penalty: 4867.581543
	Iteration 5Q: 3 clusters Score -2149574 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2149832.750000 Penalty: 4867.581543
	Iteration 6Q: 3 clusters Score -2149833 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2150137.500000 Penalty: 4867.581543
	Iteration 7Q: 3 clusters Score -2150138 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2150535.750000 Penalty: 4867.581543
	Iteration 8Q: 3 clusters Score -2150536 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2151053.750000 Penalty: 4867.581543
	Iteration 9Q: 3 clusters Score -2151054 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2151745.500000 Penalty: 4867.581543
	Iteration 10F: 3 clusters Score -2151746 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2152512.000000 Penalty: 4867.581543
	Iteration 11F: 3 clusters Score -2152512 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2153318.000000 Penalty: 4867.581543
	Iteration 12F: 3 clusters Score -2153318 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2153990.250000 Penalty: 4867.581543
	Iteration 13Q: 3 clusters Score -2153990 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2154451.000000 Penalty: 4867.581543
	Iteration 14Q: 3 clusters Score -2154451 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2154729.250000 Penalty: 4867.581543
	Iteration 15Q: 3 clusters Score -2154729 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2154887.000000 Penalty: 4867.581543
	Iteration 16Q: 3 clusters Score -2154887 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2154946.500000 Penalty: 4867.581543
	Iteration 17Q: 3 clusters Score -2154946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2154987.500000 Penalty: 4867.581543
	Iteration 18Q: 3 clusters Score -2154988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2155010.250000 Penalty: 4867.581543
	Iteration 19Q: 3 clusters Score -2155010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2155025.500000 Penalty: 4867.581543
	Iteration 20F: 3 clusters Score -2155026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2155047.250000 Penalty: 4867.581543
	Iteration 21Q: 3 clusters Score -2155047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2155063.000000 Penalty: 4867.581543
	Iteration 22Q: 3 clusters Score -2155063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2155072.500000 Penalty: 4867.581543
	Iteration 23Q: 3 clusters Score -2155072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2155080.000000 Penalty: 4867.581543
	Iteration 24Q: 3 clusters Score -2155080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2155083.000000 Penalty: 4867.581543
	Iteration 25Q: 3 clusters Score -2155083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2155084.000000 Penalty: 4867.581543
	Iteration 26Q: 3 clusters Score -2155084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2155084.000000 Penalty: 4867.581543
	Iteration 27F: 3 clusters Score -2155084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Entering Unmasked Estep 
Score: -993602.437500 Penalty: 2256.487061
	Iteration 0F: 2 clusters Score -993602.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -986575.187500 Penalty: 4512.974121
	Iteration 0F: 3 clusters Score -986575.2 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -988645.937500 Penalty: 4512.974121
	Iteration 1F: 3 clusters Score -988645.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -988893.187500 Penalty: 4512.974121
	Iteration 2F: 3 clusters Score -988893.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -989062.250000 Penalty: 4512.974121
	Iteration 3Q: 3 clusters Score -989062.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -989196.875000 Penalty: 4512.974121
	Iteration 4Q: 3 clusters Score -989196.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -989319.687500 Penalty: 4512.974121
	Iteration 5Q: 3 clusters Score -989319.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -989439.812500 Penalty: 4512.974121
	Iteration 6Q: 3 clusters Score -989439.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -989561.187500 Penalty: 4512.974121
	Iteration 7Q: 3 clusters Score -989561.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -989680.750000 Penalty: 4512.974121
	Iteration 8Q: 3 clusters Score -989680.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -989835.000000 Penalty: 4512.974121
	Iteration 9Q: 3 clusters Score -989835 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -990056.750000 Penalty: 4512.974121
	Iteration 10Q: 3 clusters Score -990056.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -990306.000000 Penalty: 4512.974121
	Iteration 11Q: 3 clusters Score -990306 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -990597.750000 Penalty: 4512.974121
	Iteration 12Q: 3 clusters Score -990597.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -990915.312500 Penalty: 4512.974121
	Iteration 13Q: 3 clusters Score -990915.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -991228.875000 Penalty: 4512.974121
	Iteration 14Q: 3 clusters Score -991228.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -991533.750000 Penalty: 4512.974121
	Iteration 15Q: 3 clusters Score -991533.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -991742.875000 Penalty: 4512.974121
	Iteration 16Q: 3 clusters Score -991742.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -991879.187500 Penalty: 4512.974121
	Iteration 17Q: 3 clusters Score -991879.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -991961.812500 Penalty: 4512.974121
	Iteration 18Q: 3 clusters Score -991961.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -992008.937500 Penalty: 4512.974121
	Iteration 19Q: 3 clusters Score -992008.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -992042.125000 Penalty: 4512.974121
	Iteration 20F: 3 clusters Score -992042.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -992080.375000 Penalty: 4512.974121
	Iteration 21Q: 3 clusters Score -992080.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -992113.875000 Penalty: 4512.974121
	Iteration 22Q: 3 clusters Score -992113.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -992142.812500 Penalty: 4512.974121
	Iteration 23Q: 3 clusters Score -992142.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -992155.500000 Penalty: 4512.974121
	Iteration 24Q: 3 clusters Score -992155.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -992164.625000 Penalty: 4512.974121
	Iteration 25Q: 3 clusters Score -992164.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -992169.312500 Penalty: 4512.974121
	Iteration 26Q: 3 clusters Score -992169.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -992173.937500 Penalty: 4512.974121
	Iteration 27Q: 3 clusters Score -992173.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -992178.562500 Penalty: 4512.974121
	Iteration 28Q: 3 clusters Score -992178.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -992178.875000 Penalty: 4512.974121
	Iteration 29Q: 3 clusters Score -992178.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -992179.312500 Penalty: 4512.974121
	Iteration 30Q: 3 clusters Score -992179.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -992183.687500 Penalty: 4512.974121
	Iteration 31Q: 3 clusters Score -992183.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -992184.562500 Penalty: 4512.974121
	Iteration 32Q: 3 clusters Score -992184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -992186.500000 Penalty: 4512.974121
	Iteration 33Q: 3 clusters Score -992186.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -992188.500000 Penalty: 4512.974121
	Iteration 34Q: 3 clusters Score -992188.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -992187.375000 Penalty: 4512.974121
	Iteration 35Q: 3 clusters Score -992187.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -992190.812500 Penalty: 4512.974121
	Iteration 36Q: 3 clusters Score -992190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -992189.437500 Penalty: 4512.974121
	Iteration 37Q: 3 clusters Score -992189.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -992194.250000 Penalty: 4512.974121
	Iteration 38Q: 3 clusters Score -992194.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -992196.812500 Penalty: 4512.974121
	Iteration 39Q: 3 clusters Score -992196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -992195.750000 Penalty: 4512.974121
	Iteration 40F: 3 clusters Score -992195.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -992198.187500 Penalty: 4512.974121
	Iteration 41Q: 3 clusters Score -992198.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -992198.375000 Penalty: 4512.974121
	Iteration 42Q: 3 clusters Score -992198.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -992198.125000 Penalty: 4512.974121
	Iteration 43Q: 3 clusters Score -992198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -992199.937500 Penalty: 4512.974121
	Iteration 44Q: 3 clusters Score -992199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -992198.812500 Penalty: 4512.974121
	Iteration 45Q: 3 clusters Score -992198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -992200.000000 Penalty: 4512.974121
	Iteration 46Q: 3 clusters Score -992200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -992199.375000 Penalty: 4512.974121
	Iteration 47Q: 3 clusters Score -992199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -992199.687500 Penalty: 4512.974121
	Iteration 48Q: 3 clusters Score -992199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -992199.625000 Penalty: 4512.974121
	Iteration 49Q: 3 clusters Score -992199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -992201.000000 Penalty: 4512.974121
	Iteration 50Q: 3 clusters Score -992201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -992201.000000 Penalty: 4512.974121
	Iteration 51F: 3 clusters Score -992201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (275239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275239 members 
Entering Unmasked Estep 
Score: -31649320.000000 Penalty: 3106.298096
	Iteration 0F: 2 clusters Score -3.164932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137569 members 
Mstep: Class 2 contains 137670 members 
Entering Unmasked Estep 
Score: -31474592.000000 Penalty: 6212.596191
	Iteration 0F: 3 clusters Score -3.147459e+07 nChanged 132941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135636 members 
Mstep: Class 2 contains 139603 members 
Entering Unmasked Estep 
Score: -31552942.000000 Penalty: 6212.596191
	Iteration 1F: 3 clusters Score -3.155294e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134273 members 
Mstep: Class 2 contains 140966 members 
Entering Unmasked Estep 
Score: -31554818.000000 Penalty: 6212.596191
	Iteration 2Q: 3 clusters Score -3.155482e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132064 members 
Mstep: Class 2 contains 143175 members 
Entering Unmasked Estep 
Score: -31557742.000000 Penalty: 6212.596191
	Iteration 3Q: 3 clusters Score -3.155774e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128740 members 
Mstep: Class 2 contains 146499 members 
Entering Unmasked Estep 
Score: -31561464.000000 Penalty: 6212.596191
	Iteration 4Q: 3 clusters Score -3.156146e+07 nChanged 12794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123796 members 
Mstep: Class 2 contains 151443 members 
Entering Unmasked Estep 
Score: -31567814.000000 Penalty: 6212.596191
	Iteration 5Q: 3 clusters Score -3.156781e+07 nChanged 15679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117291 members 
Mstep: Class 2 contains 157948 members 
Entering Unmasked Estep 
Score: -31577598.000000 Penalty: 6212.596191
	Iteration 6F: 3 clusters Score -3.15776e+07 nChanged 18044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109269 members 
Mstep: Class 2 contains 165970 members 
Entering Unmasked Estep 
Score: -31591878.000000 Penalty: 6212.596191
	Iteration 7F: 3 clusters Score -3.159188e+07 nChanged 18451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101676 members 
Mstep: Class 2 contains 173563 members 
Entering Unmasked Estep 
Score: -31606398.000000 Penalty: 6212.596191
	Iteration 8F: 3 clusters Score -3.16064e+07 nChanged 15563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95815 members 
Mstep: Class 2 contains 179424 members 
Entering Unmasked Estep 
Score: -31615574.000000 Penalty: 6212.596191
	Iteration 9F: 3 clusters Score -3.161557e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 184054 members 
Entering Unmasked Estep 
Score: -31619648.000000 Penalty: 6212.596191
	Iteration 10Q: 3 clusters Score -3.161965e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86921 members 
Mstep: Class 2 contains 188318 members 
Entering Unmasked Estep 
Score: -31621588.000000 Penalty: 6212.596191
	Iteration 11Q: 3 clusters Score -3.162159e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 192695 members 
Entering Unmasked Estep 
Score: -31622936.000000 Penalty: 6212.596191
	Iteration 12Q: 3 clusters Score -3.162294e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 197257 members 
Entering Unmasked Estep 
Score: -31624344.000000 Penalty: 6212.596191
	Iteration 13Q: 3 clusters Score -3.162434e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73402 members 
Mstep: Class 2 contains 201837 members 
Entering Unmasked Estep 
Score: -31625528.000000 Penalty: 6212.596191
	Iteration 14Q: 3 clusters Score -3.162553e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 206528 members 
Entering Unmasked Estep 
Score: -31626894.000000 Penalty: 6212.596191
	Iteration 15Q: 3 clusters Score -3.162689e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 211323 members 
Entering Unmasked Estep 
Score: -31628164.000000 Penalty: 6212.596191
	Iteration 16Q: 3 clusters Score -3.162816e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 216227 members 
Entering Unmasked Estep 
Score: -31630090.000000 Penalty: 6212.596191
	Iteration 17Q: 3 clusters Score -3.163009e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 221114 members 
Entering Unmasked Estep 
Score: -31631548.000000 Penalty: 6212.596191
	Iteration 18Q: 3 clusters Score -3.163155e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 226059 members 
Entering Unmasked Estep 
Score: -31633314.000000 Penalty: 6212.596191
	Iteration 19Q: 3 clusters Score -3.163331e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 230896 members 
Entering Unmasked Estep 
Score: -31634870.000000 Penalty: 6212.596191
	Iteration 20F: 3 clusters Score -3.163487e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 235555 members 
Entering Unmasked Estep 
Score: -31636574.000000 Penalty: 6212.596191
	Iteration 21Q: 3 clusters Score -3.163657e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 240022 members 
Entering Unmasked Estep 
Score: -31638278.000000 Penalty: 6212.596191
	Iteration 22Q: 3 clusters Score -3.163828e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 244228 members 
Entering Unmasked Estep 
Score: -31640238.000000 Penalty: 6212.596191
	Iteration 23Q: 3 clusters Score -3.164024e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 248113 members 
Entering Unmasked Estep 
Score: -31642192.000000 Penalty: 6212.596191
	Iteration 24Q: 3 clusters Score -3.164219e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 251558 members 
Entering Unmasked Estep 
Score: -31643860.000000 Penalty: 6212.596191
	Iteration 25Q: 3 clusters Score -3.164386e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 254556 members 
Entering Unmasked Estep 
Score: -31645180.000000 Penalty: 6212.596191
	Iteration 26Q: 3 clusters Score -3.164518e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 257058 members 
Entering Unmasked Estep 
Score: -31646302.000000 Penalty: 6212.596191
	Iteration 27Q: 3 clusters Score -3.16463e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 259091 members 
Entering Unmasked Estep 
Score: -31647132.000000 Penalty: 6212.596191
	Iteration 28Q: 3 clusters Score -3.164713e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 260824 members 
Entering Unmasked Estep 
Score: -31647684.000000 Penalty: 6212.596191
	Iteration 29Q: 3 clusters Score -3.164768e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 262279 members 
Entering Unmasked Estep 
Score: -31648224.000000 Penalty: 6212.596191
	Iteration 30Q: 3 clusters Score -3.164822e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 263399 members 
Entering Unmasked Estep 
Score: -31648490.000000 Penalty: 6212.596191
	Iteration 31Q: 3 clusters Score -3.164849e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 264360 members 
Entering Unmasked Estep 
Score: -31648724.000000 Penalty: 6212.596191
	Iteration 32Q: 3 clusters Score -3.164872e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 265160 members 
Entering Unmasked Estep 
Score: -31648992.000000 Penalty: 6212.596191
	Iteration 33Q: 3 clusters Score -3.164899e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 265819 members 
Entering Unmasked Estep 
Score: -31649138.000000 Penalty: 6212.596191
	Iteration 34Q: 3 clusters Score -3.164914e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 266376 members 
Entering Unmasked Estep 
Score: -31649344.000000 Penalty: 6212.596191
	Iteration 35Q: 3 clusters Score -3.164934e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 266818 members 
Entering Unmasked Estep 
Score: -31649358.000000 Penalty: 6212.596191
	Iteration 36Q: 3 clusters Score -3.164936e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 267183 members 
Entering Unmasked Estep 
Score: -31649336.000000 Penalty: 6212.596191
	Iteration 37Q: 3 clusters Score -3.164934e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 267506 members 
Entering Unmasked Estep 
Score: -31649376.000000 Penalty: 6212.596191
	Iteration 38Q: 3 clusters Score -3.164938e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 267797 members 
Entering Unmasked Estep 
Score: -31649464.000000 Penalty: 6212.596191
	Iteration 39Q: 3 clusters Score -3.164946e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 268062 members 
Entering Unmasked Estep 
Score: -31649468.000000 Penalty: 6212.596191
	Iteration 40F: 3 clusters Score -3.164947e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 268286 members 
Entering Unmasked Estep 
Score: -31649560.000000 Penalty: 6212.596191
	Iteration 41Q: 3 clusters Score -3.164956e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 268482 members 
Entering Unmasked Estep 
Score: -31649518.000000 Penalty: 6212.596191
	Iteration 42Q: 3 clusters Score -3.164952e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 268639 members 
Entering Unmasked Estep 
Score: -31649570.000000 Penalty: 6212.596191
	Iteration 43Q: 3 clusters Score -3.164957e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 268773 members 
Entering Unmasked Estep 
Score: -31649652.000000 Penalty: 6212.596191
	Iteration 44Q: 3 clusters Score -3.164965e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 268887 members 
Entering Unmasked Estep 
Score: -31649666.000000 Penalty: 6212.596191
	Iteration 45Q: 3 clusters Score -3.164967e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 268980 members 
Entering Unmasked Estep 
Score: -31649652.000000 Penalty: 6212.596191
	Iteration 46Q: 3 clusters Score -3.164965e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 269063 members 
Entering Unmasked Estep 
Score: -31649626.000000 Penalty: 6212.596191
	Iteration 47Q: 3 clusters Score -3.164963e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 269142 members 
Entering Unmasked Estep 
Score: -31649656.000000 Penalty: 6212.596191
	Iteration 48Q: 3 clusters Score -3.164966e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 269228 members 
Entering Unmasked Estep 
Score: -31649632.000000 Penalty: 6212.596191
	Iteration 49Q: 3 clusters Score -3.164963e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 269299 members 
Entering Unmasked Estep 
Score: -31649628.000000 Penalty: 6212.596191
	Iteration 50Q: 3 clusters Score -3.164963e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 269365 members 
Entering Unmasked Estep 
Score: -31649646.000000 Penalty: 6212.596191
	Iteration 51Q: 3 clusters Score -3.164965e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 269419 members 
Entering Unmasked Estep 
Score: -31649670.000000 Penalty: 6212.596191
	Iteration 52Q: 3 clusters Score -3.164967e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 269465 members 
Entering Unmasked Estep 
Score: -31649660.000000 Penalty: 6212.596191
	Iteration 53Q: 3 clusters Score -3.164966e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 269512 members 
Entering Unmasked Estep 
Score: -31649658.000000 Penalty: 6212.596191
	Iteration 54Q: 3 clusters Score -3.164966e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 269566 members 
Entering Unmasked Estep 
Score: -31649658.000000 Penalty: 6212.596191
	Iteration 55Q: 3 clusters Score -3.164966e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 269599 members 
Entering Unmasked Estep 
Score: -31649678.000000 Penalty: 6212.596191
	Iteration 56Q: 3 clusters Score -3.164968e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 269617 members 
Entering Unmasked Estep 
Score: -31649676.000000 Penalty: 6212.596191
	Iteration 57Q: 3 clusters Score -3.164968e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 269633 members 
Entering Unmasked Estep 
Score: -31649698.000000 Penalty: 6212.596191
	Iteration 58Q: 3 clusters Score -3.16497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 269641 members 
Entering Unmasked Estep 
Score: -31649714.000000 Penalty: 6212.596191
	Iteration 59Q: 3 clusters Score -3.164971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 269653 members 
Entering Unmasked Estep 
Score: -31649686.000000 Penalty: 6212.596191
	Iteration 60F: 3 clusters Score -3.164969e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 269671 members 
Entering Unmasked Estep 
Score: -31649692.000000 Penalty: 6212.596191
	Iteration 61Q: 3 clusters Score -3.164969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 269684 members 
Entering Unmasked Estep 
Score: -31649694.000000 Penalty: 6212.596191
	Iteration 62Q: 3 clusters Score -3.164969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 269691 members 
Entering Unmasked Estep 
Score: -31649692.000000 Penalty: 6212.596191
	Iteration 63Q: 3 clusters Score -3.164969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 269704 members 
Entering Unmasked Estep 
Score: -31649688.000000 Penalty: 6212.596191
	Iteration 64Q: 3 clusters Score -3.164969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 269715 members 
Entering Unmasked Estep 
Score: -31649702.000000 Penalty: 6212.596191
	Iteration 65Q: 3 clusters Score -3.16497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 269725 members 
Entering Unmasked Estep 
Score: -31649712.000000 Penalty: 6212.596191
	Iteration 66Q: 3 clusters Score -3.164971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 269738 members 
Entering Unmasked Estep 
Score: -31649708.000000 Penalty: 6212.596191
	Iteration 67Q: 3 clusters Score -3.164971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 269748 members 
Entering Unmasked Estep 
Score: -31649718.000000 Penalty: 6212.596191
	Iteration 68Q: 3 clusters Score -3.164972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 269758 members 
Entering Unmasked Estep 
Score: -31649710.000000 Penalty: 6212.596191
	Iteration 69Q: 3 clusters Score -3.164971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 269765 members 
Entering Unmasked Estep 
Score: -31649726.000000 Penalty: 6212.596191
	Iteration 70Q: 3 clusters Score -3.164973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 269772 members 
Entering Unmasked Estep 
Score: -31649724.000000 Penalty: 6212.596191
	Iteration 71Q: 3 clusters Score -3.164972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 269779 members 
Entering Unmasked Estep 
Score: -31649706.000000 Penalty: 6212.596191
	Iteration 72Q: 3 clusters Score -3.164971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 269786 members 
Entering Unmasked Estep 
Score: -31649708.000000 Penalty: 6212.596191
	Iteration 73Q: 3 clusters Score -3.164971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 269788 members 
Entering Unmasked Estep 
Score: -31649724.000000 Penalty: 6212.596191
	Iteration 74Q: 3 clusters Score -3.164972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 269790 members 
Entering Unmasked Estep 
Score: -31649724.000000 Penalty: 6212.596191
	Iteration 75Q: 3 clusters Score -3.164972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 269794 members 
Entering Unmasked Estep 
Score: -31649736.000000 Penalty: 6212.596191
	Iteration 76Q: 3 clusters Score -3.164974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 269800 members 
Entering Unmasked Estep 
Score: -31649754.000000 Penalty: 6212.596191
	Iteration 77Q: 3 clusters Score -3.164975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 269803 members 
Entering Unmasked Estep 
Score: -31649750.000000 Penalty: 6212.596191
	Iteration 78Q: 3 clusters Score -3.164975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 269807 members 
Entering Unmasked Estep 
Score: -31649738.000000 Penalty: 6212.596191
	Iteration 79Q: 3 clusters Score -3.164974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 269811 members 
Entering Unmasked Estep 
Score: -31649754.000000 Penalty: 6212.596191
	Iteration 80F: 3 clusters Score -3.164975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 269811 members 
Entering Unmasked Estep 
Score: -31649766.000000 Penalty: 6212.596191
	Iteration 81Q: 3 clusters Score -3.164977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 269817 members 
Entering Unmasked Estep 
Score: -31649762.000000 Penalty: 6212.596191
	Iteration 82Q: 3 clusters Score -3.164976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 269820 members 
Entering Unmasked Estep 
Score: -31649760.000000 Penalty: 6212.596191
	Iteration 83Q: 3 clusters Score -3.164976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 269826 members 
Entering Unmasked Estep 
Score: -31649758.000000 Penalty: 6212.596191
	Iteration 84Q: 3 clusters Score -3.164976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 269829 members 
Entering Unmasked Estep 
Score: -31649758.000000 Penalty: 6212.596191
	Iteration 85Q: 3 clusters Score -3.164976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 269829 members 
Entering Unmasked Estep 
Score: -31649758.000000 Penalty: 6212.596191
	Iteration 86F: 3 clusters Score -3.164976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 125925 members 
Mstep: Class 4 contains 33008 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 15948 members 
Mstep: Class 7 contains 7442 members 
Mstep: Class 8 contains 6080 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 11 contains 7864 members 
Mstep: Class 12 contains 32185 members 
Mstep: Class 13 contains 41475 members 
Mstep: Class 14 contains 2231 members 
Mstep: Class 15 contains 18282 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 17 contains 46144 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 57253 members 
Mstep: Class 24 contains 269829 members 
Entering Unmasked Estep 
Score: -92653672.000000 Penalty: 81048.273438
Splitting cluster 19 changes total score from -92646184.000000 to -92653672.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -287486.250000 Penalty: 1944.885132
	Iteration 0F: 2 clusters Score -287486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -284534.906250 Penalty: 3889.770264
	Iteration 0F: 3 clusters Score -284534.9 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -285120.062500 Penalty: 3889.770264
	Iteration 1F: 3 clusters Score -285120.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -285306.281250 Penalty: 3889.770264
	Iteration 2F: 3 clusters Score -285306.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -285449.593750 Penalty: 3889.770264
	Iteration 3Q: 3 clusters Score -285449.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -285600.093750 Penalty: 3889.770264
	Iteration 4Q: 3 clusters Score -285600.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -285798.281250 Penalty: 3889.770264
	Iteration 5Q: 3 clusters Score -285798.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -286134.375000 Penalty: 3889.770264
	Iteration 6Q: 3 clusters Score -286134.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -286413.718750 Penalty: 3889.770264
	Iteration 7F: 3 clusters Score -286413.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -286652.312500 Penalty: 3889.770264
	Iteration 8F: 3 clusters Score -286652.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -286908.562500 Penalty: 3889.770264
	Iteration 9F: 3 clusters Score -286908.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -287123.937500 Penalty: 3889.770264
	Iteration 10F: 3 clusters Score -287123.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -287276.843750 Penalty: 3889.770264
	Iteration 11Q: 3 clusters Score -287276.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -287388.968750 Penalty: 3889.770264
	Iteration 12Q: 3 clusters Score -287389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -287518.218750 Penalty: 3889.770264
	Iteration 13Q: 3 clusters Score -287518.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -287684.343750 Penalty: 3889.770264
	Iteration 14Q: 3 clusters Score -287684.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -287892.125000 Penalty: 3889.770264
	Iteration 15Q: 3 clusters Score -287892.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -288058.625000 Penalty: 3889.770264
	Iteration 16Q: 3 clusters Score -288058.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -288129.625000 Penalty: 3889.770264
	Iteration 17Q: 3 clusters Score -288129.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -288155.125000 Penalty: 3889.770264
	Iteration 18Q: 3 clusters Score -288155.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -288171.718750 Penalty: 3889.770264
	Iteration 19Q: 3 clusters Score -288171.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -288177.281250 Penalty: 3889.770264
	Iteration 20F: 3 clusters Score -288177.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -288178.781250 Penalty: 3889.770264
	Iteration 21Q: 3 clusters Score -288178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -288179.343750 Penalty: 3889.770264
	Iteration 22Q: 3 clusters Score -288179.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -288179.343750 Penalty: 3889.770264
	Iteration 23F: 3 clusters Score -288179.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 125925 members 
Mstep: Class 4 contains 33008 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 15948 members 
Mstep: Class 7 contains 7442 members 
Mstep: Class 8 contains 6080 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 11 contains 7864 members 
Mstep: Class 12 contains 32185 members 
Mstep: Class 13 contains 41475 members 
Mstep: Class 14 contains 2231 members 
Mstep: Class 15 contains 18282 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 17 contains 46144 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 57253 members 
Mstep: Class 24 contains 269829 members 
Mstep: Class 25 contains 1927 members 
Entering Unmasked Estep 
Score: -92652744.000000 Penalty: 84425.289062
Splitting cluster 20 changes total score from -92646184.000000 to -92652744.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 21 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -141473.375000 Penalty: 1813.347778
	Iteration 0F: 2 clusters Score -141473.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -139337.687500 Penalty: 3626.695557
	Iteration 0F: 3 clusters Score -139337.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -140443.046875 Penalty: 3626.695557
	Iteration 1F: 3 clusters Score -140443 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -141190.921875 Penalty: 3626.695557
	Iteration 2F: 3 clusters Score -141190.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -141928.734375 Penalty: 3626.695557
	Iteration 3F: 3 clusters Score -141928.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142337.343750 Penalty: 3626.695557
	Iteration 4F: 3 clusters Score -142337.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -142619.265625 Penalty: 3626.695557
	Iteration 5Q: 3 clusters Score -142619.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -142673.140625 Penalty: 3626.695557
	Iteration 6Q: 3 clusters Score -142673.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -142711.828125 Penalty: 3626.695557
	Iteration 7Q: 3 clusters Score -142711.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -142720.468750 Penalty: 3626.695557
	Iteration 8Q: 3 clusters Score -142720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -142724.296875 Penalty: 3626.695557
	Iteration 9Q: 3 clusters Score -142724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -142728.000000 Penalty: 3626.695557
	Iteration 10Q: 3 clusters Score -142728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -142730.828125 Penalty: 3626.695557
	Iteration 11Q: 3 clusters Score -142730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -142730.828125 Penalty: 3626.695557
	Iteration 12F: 3 clusters Score -142730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 125925 members 
Mstep: Class 4 contains 33008 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 15948 members 
Mstep: Class 7 contains 7442 members 
Mstep: Class 8 contains 6080 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 11 contains 7864 members 
Mstep: Class 12 contains 32185 members 
Mstep: Class 13 contains 41475 members 
Mstep: Class 14 contains 2231 members 
Mstep: Class 15 contains 18282 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 17 contains 46144 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 57253 members 
Mstep: Class 24 contains 269829 members 
Mstep: Class 25 contains 1927 members 
Mstep: Class 26 contains 728 members 
Entering Unmasked Estep 
Score: -92652520.000000 Penalty: 87802.296875
Splitting cluster 21 changes total score from -92646184.000000 to -92652520.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -131095.562500 Penalty: 1783.661133
	Iteration 0F: 2 clusters Score -131095.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -129123.250000 Penalty: 3567.322266
	Iteration 0F: 3 clusters Score -129123.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -130186.484375 Penalty: 3567.322266
	Iteration 1F: 3 clusters Score -130186.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -131372.656250 Penalty: 3567.322266
	Iteration 2F: 3 clusters Score -131372.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -132074.531250 Penalty: 3567.322266
	Iteration 3F: 3 clusters Score -132074.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -132351.437500 Penalty: 3567.322266
	Iteration 4F: 3 clusters Score -132351.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -132558.812500 Penalty: 3567.322266
	Iteration 5Q: 3 clusters Score -132558.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -133087.796875 Penalty: 3567.322266
	Iteration 6Q: 3 clusters Score -133087.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -133276.046875 Penalty: 3567.322266
	Iteration 7Q: 3 clusters Score -133276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -133340.437500 Penalty: 3567.322266
	Iteration 8Q: 3 clusters Score -133340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -133358.125000 Penalty: 3567.322266
	Iteration 9Q: 3 clusters Score -133358.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -133409.515625 Penalty: 3567.322266
	Iteration 10Q: 3 clusters Score -133409.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -133434.187500 Penalty: 3567.322266
	Iteration 11Q: 3 clusters Score -133434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -133440.281250 Penalty: 3567.322266
	Iteration 12Q: 3 clusters Score -133440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -133441.984375 Penalty: 3567.322266
	Iteration 13Q: 3 clusters Score -133442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -133448.859375 Penalty: 3567.322266
	Iteration 14Q: 3 clusters Score -133448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -133450.390625 Penalty: 3567.322266
	Iteration 15Q: 3 clusters Score -133450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -133450.390625 Penalty: 3567.322266
	Iteration 16F: 3 clusters Score -133450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 125925 members 
Mstep: Class 4 contains 33008 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 15948 members 
Mstep: Class 7 contains 7442 members 
Mstep: Class 8 contains 6080 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 11 contains 7864 members 
Mstep: Class 12 contains 32185 members 
Mstep: Class 13 contains 41475 members 
Mstep: Class 14 contains 2231 members 
Mstep: Class 15 contains 18282 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 17 contains 46144 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 1082 members 
Mstep: Class 23 contains 57253 members 
Mstep: Class 24 contains 269829 members 
Mstep: Class 25 contains 1927 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 247 members 
Entering Unmasked Estep 
Score: -92653200.000000 Penalty: 91179.304688
Splitting cluster 22 changes total score from -92646184.000000 to -92653200.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (57253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Entering Unmasked Estep 
Score: -6747296.000000 Penalty: 2716.898438
	Iteration 0F: 2 clusters Score -6747296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -6708924.500000 Penalty: 5433.796875
	Iteration 0F: 3 clusters Score -6708924 nChanged 26626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -6723614.500000 Penalty: 5433.796875
	Iteration 1F: 3 clusters Score -6723614 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -6724290.500000 Penalty: 5433.796875
	Iteration 2Q: 3 clusters Score -6724290 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -6725018.500000 Penalty: 5433.796875
	Iteration 3Q: 3 clusters Score -6725018 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -6725910.000000 Penalty: 5433.796875
	Iteration 4Q: 3 clusters Score -6725910 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -6727000.000000 Penalty: 5433.796875
	Iteration 5Q: 3 clusters Score -6727000 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -6728440.500000 Penalty: 5433.796875
	Iteration 6F: 3 clusters Score -6728440 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -6730490.500000 Penalty: 5433.796875
	Iteration 7F: 3 clusters Score -6730490 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -6733228.000000 Penalty: 5433.796875
	Iteration 8F: 3 clusters Score -6733228 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -6736392.000000 Penalty: 5433.796875
	Iteration 9F: 3 clusters Score -6736392 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -6738867.000000 Penalty: 5433.796875
	Iteration 10F: 3 clusters Score -6738867 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -6740077.500000 Penalty: 5433.796875
	Iteration 11Q: 3 clusters Score -6740078 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -6740591.000000 Penalty: 5433.796875
	Iteration 12Q: 3 clusters Score -6740591 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -6740963.500000 Penalty: 5433.796875
	Iteration 13Q: 3 clusters Score -6740964 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -6741215.000000 Penalty: 5433.796875
	Iteration 14Q: 3 clusters Score -6741215 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -6741436.000000 Penalty: 5433.796875
	Iteration 15Q: 3 clusters Score -6741436 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -6741668.500000 Penalty: 5433.796875
	Iteration 16Q: 3 clusters Score -6741668 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -6741910.000000 Penalty: 5433.796875
	Iteration 17Q: 3 clusters Score -6741910 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -6742099.000000 Penalty: 5433.796875
	Iteration 18Q: 3 clusters Score -6742099 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -6742236.500000 Penalty: 5433.796875
	Iteration 19Q: 3 clusters Score -6742236 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -6742415.500000 Penalty: 5433.796875
	Iteration 20F: 3 clusters Score -6742416 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -6742586.000000 Penalty: 5433.796875
	Iteration 21Q: 3 clusters Score -6742586 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -6742750.500000 Penalty: 5433.796875
	Iteration 22Q: 3 clusters Score -6742750 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -6742932.500000 Penalty: 5433.796875
	Iteration 23Q: 3 clusters Score -6742932 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -6743104.000000 Penalty: 5433.796875
	Iteration 24Q: 3 clusters Score -6743104 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -6743272.000000 Penalty: 5433.796875
	Iteration 25Q: 3 clusters Score -6743272 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -6743386.500000 Penalty: 5433.796875
	Iteration 26Q: 3 clusters Score -6743386 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -6743562.000000 Penalty: 5433.796875
	Iteration 27Q: 3 clusters Score -6743562 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -6743722.000000 Penalty: 5433.796875
	Iteration 28Q: 3 clusters Score -6743722 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -6743883.500000 Penalty: 5433.796875
	Iteration 29Q: 3 clusters Score -6743884 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -6744024.000000 Penalty: 5433.796875
	Iteration 30Q: 3 clusters Score -6744024 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -6744156.500000 Penalty: 5433.796875
	Iteration 31Q: 3 clusters Score -6744156 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -6744258.000000 Penalty: 5433.796875
	Iteration 32Q: 3 clusters Score -6744258 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -6744360.500000 Penalty: 5433.796875
	Iteration 33Q: 3 clusters Score -6744360 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -6744448.500000 Penalty: 5433.796875
	Iteration 34Q: 3 clusters Score -6744448 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -6744527.000000 Penalty: 5433.796875
	Iteration 35Q: 3 clusters Score -6744527 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -6744618.000000 Penalty: 5433.796875
	Iteration 36Q: 3 clusters Score -6744618 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6744676.500000 Penalty: 5433.796875
	Iteration 37Q: 3 clusters Score -6744676 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6744743.500000 Penalty: 5433.796875
	Iteration 38Q: 3 clusters Score -6744744 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6744814.500000 Penalty: 5433.796875
	Iteration 39Q: 3 clusters Score -6744814 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6744861.500000 Penalty: 5433.796875
	Iteration 40F: 3 clusters Score -6744862 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6744906.000000 Penalty: 5433.796875
	Iteration 41Q: 3 clusters Score -6744906 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6744928.500000 Penalty: 5433.796875
	Iteration 42Q: 3 clusters Score -6744928 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6744965.500000 Penalty: 5433.796875
	Iteration 43Q: 3 clusters Score -6744966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6744992.500000 Penalty: 5433.796875
	Iteration 44Q: 3 clusters Score -6744992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6745013.000000 Penalty: 5433.796875
	Iteration 45Q: 3 clusters Score -6745013 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6745047.500000 Penalty: 5433.796875
	Iteration 46Q: 3 clusters Score -6745048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6745056.500000 Penalty: 5433.796875
	Iteration 47Q: 3 clusters Score -6745056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6745072.000000 Penalty: 5433.796875
	Iteration 48Q: 3 clusters Score -6745072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6745067.500000 Penalty: 5433.796875
	Iteration 49Q: 3 clusters Score -6745068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6745082.500000 Penalty: 5433.796875
	Iteration 50Q: 3 clusters Score -6745082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6745090.000000 Penalty: 5433.796875
	Iteration 51Q: 3 clusters Score -6745090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6745090.000000 Penalty: 5433.796875
	Iteration 52Q: 3 clusters Score -6745090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6745085.500000 Penalty: 5433.796875
	Iteration 53Q: 3 clusters Score -6745086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6745096.000000 Penalty: 5433.796875
	Iteration 54Q: 3 clusters Score -6745096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6745100.000000 Penalty: 5433.796875
	Iteration 55Q: 3 clusters Score -6745100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6745103.500000 Penalty: 5433.796875
	Iteration 56Q: 3 clusters Score -6745104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6745115.500000 Penalty: 5433.796875
	Iteration 57Q: 3 clusters Score -6745116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6745117.000000 Penalty: 5433.796875
	Iteration 58Q: 3 clusters Score -6745117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6745130.500000 Penalty: 5433.796875
	Iteration 59Q: 3 clusters Score -6745130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6745147.000000 Penalty: 5433.796875
	Iteration 60F: 3 clusters Score -6745147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6745153.000000 Penalty: 5433.796875
	Iteration 61Q: 3 clusters Score -6745153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6745158.500000 Penalty: 5433.796875
	Iteration 62Q: 3 clusters Score -6745158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6745153.500000 Penalty: 5433.796875
	Iteration 63Q: 3 clusters Score -6745154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6745157.000000 Penalty: 5433.796875
	Iteration 64Q: 3 clusters Score -6745157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6745157.000000 Penalty: 5433.796875
	Iteration 65Q: 3 clusters Score -6745157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6745153.000000 Penalty: 5433.796875
	Iteration 66Q: 3 clusters Score -6745153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6745153.000000 Penalty: 5433.796875
	Iteration 67Q: 3 clusters Score -6745153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6745164.000000 Penalty: 5433.796875
	Iteration 68Q: 3 clusters Score -6745164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6745157.500000 Penalty: 5433.796875
	Iteration 69Q: 3 clusters Score -6745158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6745163.000000 Penalty: 5433.796875
	Iteration 70Q: 3 clusters Score -6745163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6745163.000000 Penalty: 5433.796875
	Iteration 71F: 3 clusters Score -6745163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 125925 members 
Mstep: Class 4 contains 33008 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 15948 members 
Mstep: Class 8 contains 6080 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 12 contains 32185 members 
Mstep: Class 13 contains 41475 members 
Mstep: Class 14 contains 2231 members 
Mstep: Class 15 contains 18282 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 1082 members 
Mstep: Class 23 contains 57253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92656168.000000 Penalty: 91179.304688
Iteration 39Q: 28 clusters Score -9.265617e+07 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 111287 members 
Mstep: Class 2 contains 3351 members 
Mstep: Class 3 contains 128716 members 
Mstep: Class 4 contains 33112 members 
Mstep: Class 5 contains 1659 members 
Mstep: Class 6 contains 15793 members 
Mstep: Class 7 contains 7407 members 
Mstep: Class 8 contains 6286 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 13079 members 
Mstep: Class 11 contains 7571 members 
Mstep: Class 12 contains 32369 members 
Mstep: Class 13 contains 42064 members 
Mstep: Class 14 contains 2296 members 
Mstep: Class 15 contains 18476 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 45841 members 
Mstep: Class 18 contains 9040 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 1078 members 
Mstep: Class 23 contains 57672 members 
Mstep: Class 24 contains 266916 members 
Mstep: Class 25 contains 1903 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92659624.000000 Penalty: 91179.304688
Iteration 40F: 28 clusters Score -9.265962e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 109923 members 
Mstep: Class 2 contains 2977 members 
Mstep: Class 3 contains 131055 members 
Mstep: Class 4 contains 33105 members 
Mstep: Class 5 contains 1645 members 
Mstep: Class 6 contains 15429 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 6487 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 12642 members 
Mstep: Class 11 contains 7425 members 
Mstep: Class 12 contains 32479 members 
Mstep: Class 13 contains 42277 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18576 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 46187 members 
Mstep: Class 18 contains 8899 members 
Mstep: Class 19 contains 5749 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 57965 members 
Mstep: Class 24 contains 265313 members 
Mstep: Class 25 contains 2050 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3035.317383 but Gain 3377.007812
Score: -92662184.000000 Penalty: 87802.296875
Iteration 41Q: 27 clusters Score -9.266218e+07 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 108909 members 
Mstep: Class 3 contains 133740 members 
Mstep: Class 4 contains 33144 members 
Mstep: Class 5 contains 1642 members 
Mstep: Class 6 contains 15187 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 6773 members 
Mstep: Class 9 contains 4351 members 
Mstep: Class 10 contains 12314 members 
Mstep: Class 11 contains 7317 members 
Mstep: Class 12 contains 32580 members 
Mstep: Class 13 contains 44864 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 18640 members 
Mstep: Class 16 contains 531 members 
Mstep: Class 17 contains 46465 members 
Mstep: Class 18 contains 8750 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 58254 members 
Mstep: Class 24 contains 263223 members 
Mstep: Class 25 contains 2098 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92667560.000000 Penalty: 87802.296875
Iteration 42Q: 27 clusters Score -9.266756e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 107112 members 
Mstep: Class 3 contains 136675 members 
Mstep: Class 4 contains 33178 members 
Mstep: Class 5 contains 1650 members 
Mstep: Class 6 contains 14977 members 
Mstep: Class 7 contains 8744 members 
Mstep: Class 8 contains 7076 members 
Mstep: Class 9 contains 4352 members 
Mstep: Class 10 contains 12101 members 
Mstep: Class 11 contains 7244 members 
Mstep: Class 12 contains 32676 members 
Mstep: Class 13 contains 45122 members 
Mstep: Class 14 contains 2404 members 
Mstep: Class 15 contains 18704 members 
Mstep: Class 16 contains 531 members 
Mstep: Class 17 contains 46714 members 
Mstep: Class 18 contains 8651 members 
Mstep: Class 19 contains 5912 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 58531 members 
Mstep: Class 24 contains 260875 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92668728.000000 Penalty: 87802.296875
Iteration 43Q: 27 clusters Score -9.266873e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 105402 members 
Mstep: Class 3 contains 139760 members 
Mstep: Class 4 contains 33183 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 14835 members 
Mstep: Class 7 contains 9011 members 
Mstep: Class 8 contains 7414 members 
Mstep: Class 9 contains 4353 members 
Mstep: Class 10 contains 11991 members 
Mstep: Class 11 contains 7166 members 
Mstep: Class 12 contains 32788 members 
Mstep: Class 13 contains 45341 members 
Mstep: Class 14 contains 2427 members 
Mstep: Class 15 contains 18753 members 
Mstep: Class 16 contains 532 members 
Mstep: Class 17 contains 46929 members 
Mstep: Class 18 contains 8525 members 
Mstep: Class 19 contains 5977 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 58794 members 
Mstep: Class 24 contains 258357 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92670392.000000 Penalty: 87802.296875
Iteration 44Q: 27 clusters Score -9.267039e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 103769 members 
Mstep: Class 3 contains 142968 members 
Mstep: Class 4 contains 33175 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 14683 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 7732 members 
Mstep: Class 9 contains 4353 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7097 members 
Mstep: Class 12 contains 32895 members 
Mstep: Class 13 contains 45464 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 18802 members 
Mstep: Class 16 contains 534 members 
Mstep: Class 17 contains 47112 members 
Mstep: Class 18 contains 8424 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 59045 members 
Mstep: Class 24 contains 255767 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671520.000000 Penalty: 87802.296875
Iteration 45Q: 27 clusters Score -9.267152e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 3 contains 146281 members 
Mstep: Class 4 contains 33133 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 14515 members 
Mstep: Class 7 contains 9444 members 
Mstep: Class 8 contains 8046 members 
Mstep: Class 9 contains 4353 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 32989 members 
Mstep: Class 13 contains 45570 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 18849 members 
Mstep: Class 16 contains 535 members 
Mstep: Class 17 contains 47286 members 
Mstep: Class 18 contains 8326 members 
Mstep: Class 19 contains 6087 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 59273 members 
Mstep: Class 24 contains 253215 members 
Mstep: Class 25 contains 2161 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92671952.000000 Penalty: 87802.296875
Iteration 46Q: 27 clusters Score -9.267195e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 100334 members 
Mstep: Class 3 contains 149746 members 
Mstep: Class 4 contains 33094 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 14382 members 
Mstep: Class 7 contains 9590 members 
Mstep: Class 8 contains 8362 members 
Mstep: Class 9 contains 4353 members 
Mstep: Class 10 contains 12103 members 
Mstep: Class 11 contains 6958 members 
Mstep: Class 12 contains 33073 members 
Mstep: Class 13 contains 45648 members 
Mstep: Class 14 contains 2509 members 
Mstep: Class 15 contains 18898 members 
Mstep: Class 16 contains 536 members 
Mstep: Class 17 contains 47445 members 
Mstep: Class 18 contains 8254 members 
Mstep: Class 19 contains 6146 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 59500 members 
Mstep: Class 24 contains 250553 members 
Mstep: Class 25 contains 2168 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92673000.000000 Penalty: 87802.296875
Iteration 47Q: 27 clusters Score -9.2673e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 98580 members 
Mstep: Class 3 contains 153253 members 
Mstep: Class 4 contains 33006 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 14266 members 
Mstep: Class 7 contains 9716 members 
Mstep: Class 8 contains 8669 members 
Mstep: Class 9 contains 4353 members 
Mstep: Class 10 contains 12189 members 
Mstep: Class 11 contains 6906 members 
Mstep: Class 12 contains 33121 members 
Mstep: Class 13 contains 45745 members 
Mstep: Class 14 contains 2526 members 
Mstep: Class 15 contains 18943 members 
Mstep: Class 16 contains 536 members 
Mstep: Class 17 contains 47616 members 
Mstep: Class 18 contains 8176 members 
Mstep: Class 19 contains 6210 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 59747 members 
Mstep: Class 24 contains 247904 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92674168.000000 Penalty: 87802.296875
Iteration 48Q: 27 clusters Score -9.267417e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 96825 members 
Mstep: Class 3 contains 156863 members 
Mstep: Class 4 contains 32906 members 
Mstep: Class 5 contains 1732 members 
Mstep: Class 6 contains 14140 members 
Mstep: Class 7 contains 9819 members 
Mstep: Class 8 contains 8936 members 
Mstep: Class 9 contains 4352 members 
Mstep: Class 10 contains 12239 members 
Mstep: Class 11 contains 6852 members 
Mstep: Class 12 contains 33199 members 
Mstep: Class 13 contains 45861 members 
Mstep: Class 14 contains 2542 members 
Mstep: Class 15 contains 18999 members 
Mstep: Class 16 contains 536 members 
Mstep: Class 17 contains 47759 members 
Mstep: Class 18 contains 8095 members 
Mstep: Class 19 contains 6269 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 59958 members 
Mstep: Class 24 contains 245301 members 
Mstep: Class 25 contains 2176 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92675696.000000 Penalty: 87802.296875
Iteration 49Q: 27 clusters Score -9.26757e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 94995 members 
Mstep: Class 3 contains 160709 members 
Mstep: Class 4 contains 32819 members 
Mstep: Class 5 contains 1737 members 
Mstep: Class 6 contains 14038 members 
Mstep: Class 7 contains 9912 members 
Mstep: Class 8 contains 9162 members 
Mstep: Class 9 contains 4351 members 
Mstep: Class 10 contains 12270 members 
Mstep: Class 11 contains 6811 members 
Mstep: Class 12 contains 33235 members 
Mstep: Class 13 contains 45973 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 19026 members 
Mstep: Class 16 contains 536 members 
Mstep: Class 17 contains 47906 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 60169 members 
Mstep: Class 24 contains 242611 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92676368.000000 Penalty: 87802.296875
Iteration 50Q: 27 clusters Score -9.267637e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 3 contains 164771 members 
Mstep: Class 4 contains 32742 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 13940 members 
Mstep: Class 7 contains 9991 members 
Mstep: Class 8 contains 9396 members 
Mstep: Class 9 contains 4351 members 
Mstep: Class 10 contains 12345 members 
Mstep: Class 11 contains 6768 members 
Mstep: Class 12 contains 33273 members 
Mstep: Class 13 contains 46095 members 
Mstep: Class 14 contains 2585 members 
Mstep: Class 15 contains 19057 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 48071 members 
Mstep: Class 18 contains 7961 members 
Mstep: Class 19 contains 6401 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 60352 members 
Mstep: Class 24 contains 239739 members 
Mstep: Class 25 contains 2176 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92677144.000000 Penalty: 87802.296875
Iteration 51Q: 27 clusters Score -9.267714e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 3 contains 168932 members 
Mstep: Class 4 contains 32629 members 
Mstep: Class 5 contains 1747 members 
Mstep: Class 6 contains 13844 members 
Mstep: Class 7 contains 10057 members 
Mstep: Class 8 contains 9608 members 
Mstep: Class 9 contains 4349 members 
Mstep: Class 10 contains 12428 members 
Mstep: Class 11 contains 6727 members 
Mstep: Class 12 contains 33300 members 
Mstep: Class 13 contains 46214 members 
Mstep: Class 14 contains 2600 members 
Mstep: Class 15 contains 19081 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 48240 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 6494 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 60551 members 
Mstep: Class 24 contains 236778 members 
Mstep: Class 25 contains 2180 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92677904.000000 Penalty: 87802.296875
Iteration 52Q: 27 clusters Score -9.26779e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 89170 members 
Mstep: Class 3 contains 173267 members 
Mstep: Class 4 contains 32508 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 13739 members 
Mstep: Class 7 contains 10128 members 
Mstep: Class 8 contains 9820 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 12504 members 
Mstep: Class 11 contains 6687 members 
Mstep: Class 12 contains 33320 members 
Mstep: Class 13 contains 46367 members 
Mstep: Class 14 contains 2619 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 48398 members 
Mstep: Class 18 contains 7836 members 
Mstep: Class 19 contains 6586 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 60714 members 
Mstep: Class 24 contains 233782 members 
Mstep: Class 25 contains 2179 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92678360.000000 Penalty: 87802.296875
Iteration 53Q: 27 clusters Score -9.267836e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 3 contains 177867 members 
Mstep: Class 4 contains 32353 members 
Mstep: Class 5 contains 1766 members 
Mstep: Class 6 contains 13625 members 
Mstep: Class 7 contains 10195 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 12555 members 
Mstep: Class 11 contains 6648 members 
Mstep: Class 12 contains 33351 members 
Mstep: Class 13 contains 46559 members 
Mstep: Class 14 contains 2642 members 
Mstep: Class 15 contains 19085 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 48544 members 
Mstep: Class 18 contains 7766 members 
Mstep: Class 19 contains 6664 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 60899 members 
Mstep: Class 24 contains 230593 members 
Mstep: Class 25 contains 2179 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92679496.000000 Penalty: 87802.296875
Iteration 54Q: 27 clusters Score -9.26795e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 84967 members 
Mstep: Class 3 contains 182568 members 
Mstep: Class 4 contains 32212 members 
Mstep: Class 5 contains 1779 members 
Mstep: Class 6 contains 13542 members 
Mstep: Class 7 contains 10267 members 
Mstep: Class 8 contains 10241 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 12604 members 
Mstep: Class 11 contains 6602 members 
Mstep: Class 12 contains 33381 members 
Mstep: Class 13 contains 46763 members 
Mstep: Class 14 contains 2658 members 
Mstep: Class 15 contains 19063 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 48745 members 
Mstep: Class 18 contains 7674 members 
Mstep: Class 19 contains 6758 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61062 members 
Mstep: Class 24 contains 227406 members 
Mstep: Class 25 contains 2176 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92681208.000000 Penalty: 87802.296875
Iteration 55Q: 27 clusters Score -9.268121e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 82698 members 
Mstep: Class 3 contains 187386 members 
Mstep: Class 4 contains 32050 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 10333 members 
Mstep: Class 8 contains 10421 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 12623 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 33397 members 
Mstep: Class 13 contains 46980 members 
Mstep: Class 14 contains 2674 members 
Mstep: Class 15 contains 19027 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 48964 members 
Mstep: Class 18 contains 7613 members 
Mstep: Class 19 contains 6864 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61209 members 
Mstep: Class 24 contains 224216 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92682120.000000 Penalty: 87802.296875
Iteration 56Q: 27 clusters Score -9.268212e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 3 contains 192303 members 
Mstep: Class 4 contains 31870 members 
Mstep: Class 5 contains 1805 members 
Mstep: Class 6 contains 13381 members 
Mstep: Class 7 contains 10412 members 
Mstep: Class 8 contains 10629 members 
Mstep: Class 9 contains 4349 members 
Mstep: Class 10 contains 12620 members 
Mstep: Class 11 contains 6551 members 
Mstep: Class 12 contains 33392 members 
Mstep: Class 13 contains 47205 members 
Mstep: Class 14 contains 2690 members 
Mstep: Class 15 contains 19003 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 49185 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 6959 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61333 members 
Mstep: Class 24 contains 220941 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92683072.000000 Penalty: 87802.296875
Iteration 57Q: 27 clusters Score -9.268307e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 78267 members 
Mstep: Class 3 contains 197328 members 
Mstep: Class 4 contains 31695 members 
Mstep: Class 5 contains 1821 members 
Mstep: Class 6 contains 13303 members 
Mstep: Class 7 contains 10491 members 
Mstep: Class 8 contains 10838 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 12605 members 
Mstep: Class 11 contains 6531 members 
Mstep: Class 12 contains 33382 members 
Mstep: Class 13 contains 47475 members 
Mstep: Class 14 contains 2709 members 
Mstep: Class 15 contains 18969 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 49375 members 
Mstep: Class 18 contains 7442 members 
Mstep: Class 19 contains 7052 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61420 members 
Mstep: Class 24 contains 217585 members 
Mstep: Class 25 contains 2178 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92684016.000000 Penalty: 87802.296875
Iteration 58Q: 27 clusters Score -9.268402e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 3 contains 202464 members 
Mstep: Class 4 contains 31524 members 
Mstep: Class 5 contains 1833 members 
Mstep: Class 6 contains 13234 members 
Mstep: Class 7 contains 10561 members 
Mstep: Class 8 contains 11027 members 
Mstep: Class 9 contains 4349 members 
Mstep: Class 10 contains 12604 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 33349 members 
Mstep: Class 13 contains 47751 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 18924 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 49582 members 
Mstep: Class 18 contains 7360 members 
Mstep: Class 19 contains 7156 members 
Mstep: Class 20 contains 610 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61536 members 
Mstep: Class 24 contains 214076 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92684944.000000 Penalty: 87802.296875
Iteration 59Q: 27 clusters Score -9.268494e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 3 contains 207718 members 
Mstep: Class 4 contains 31337 members 
Mstep: Class 5 contains 1841 members 
Mstep: Class 6 contains 13167 members 
Mstep: Class 7 contains 10617 members 
Mstep: Class 8 contains 11203 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 12615 members 
Mstep: Class 11 contains 6487 members 
Mstep: Class 12 contains 33323 members 
Mstep: Class 13 contains 48038 members 
Mstep: Class 14 contains 2755 members 
Mstep: Class 15 contains 18872 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 49797 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 611 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61636 members 
Mstep: Class 24 contains 210488 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686520.000000 Penalty: 87802.296875
Iteration 60F: 27 clusters Score -9.268652e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 3 contains 213063 members 
Mstep: Class 4 contains 31184 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 10668 members 
Mstep: Class 8 contains 11427 members 
Mstep: Class 9 contains 4351 members 
Mstep: Class 10 contains 12625 members 
Mstep: Class 11 contains 6438 members 
Mstep: Class 12 contains 33300 members 
Mstep: Class 13 contains 48372 members 
Mstep: Class 14 contains 2781 members 
Mstep: Class 15 contains 18833 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 50002 members 
Mstep: Class 18 contains 7214 members 
Mstep: Class 19 contains 7351 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61701 members 
Mstep: Class 24 contains 206778 members 
Mstep: Class 25 contains 2170 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687496.000000 Penalty: 87802.296875
Iteration 61Q: 27 clusters Score -9.26875e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 3 contains 218574 members 
Mstep: Class 4 contains 31040 members 
Mstep: Class 5 contains 1864 members 
Mstep: Class 6 contains 12982 members 
Mstep: Class 7 contains 10740 members 
Mstep: Class 8 contains 11653 members 
Mstep: Class 9 contains 4352 members 
Mstep: Class 10 contains 12627 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 33261 members 
Mstep: Class 13 contains 48754 members 
Mstep: Class 14 contains 2808 members 
Mstep: Class 15 contains 18824 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 50195 members 
Mstep: Class 18 contains 7115 members 
Mstep: Class 19 contains 7455 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61761 members 
Mstep: Class 24 contains 202905 members 
Mstep: Class 25 contains 2170 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688808.000000 Penalty: 87802.296875
Iteration 62Q: 27 clusters Score -9.268881e+07 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 3 contains 224363 members 
Mstep: Class 4 contains 30921 members 
Mstep: Class 5 contains 1877 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 10832 members 
Mstep: Class 8 contains 11905 members 
Mstep: Class 9 contains 4352 members 
Mstep: Class 10 contains 12631 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 33232 members 
Mstep: Class 13 contains 49184 members 
Mstep: Class 14 contains 2824 members 
Mstep: Class 15 contains 18800 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 50388 members 
Mstep: Class 18 contains 7025 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61806 members 
Mstep: Class 24 contains 198774 members 
Mstep: Class 25 contains 2167 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689752.000000 Penalty: 87802.296875
Iteration 63Q: 27 clusters Score -9.268975e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 3 contains 230271 members 
Mstep: Class 4 contains 30841 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 12758 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 12143 members 
Mstep: Class 9 contains 4354 members 
Mstep: Class 10 contains 12640 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 12 contains 33181 members 
Mstep: Class 13 contains 49579 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 18740 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 50568 members 
Mstep: Class 18 contains 6912 members 
Mstep: Class 19 contains 7681 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61870 members 
Mstep: Class 24 contains 194478 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92691328.000000 Penalty: 87802.296875
Iteration 64Q: 27 clusters Score -9.269133e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 3 contains 236364 members 
Mstep: Class 4 contains 30790 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 12656 members 
Mstep: Class 7 contains 11018 members 
Mstep: Class 8 contains 12347 members 
Mstep: Class 9 contains 4355 members 
Mstep: Class 10 contains 12639 members 
Mstep: Class 11 contains 6284 members 
Mstep: Class 12 contains 33093 members 
Mstep: Class 13 contains 49995 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 18688 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 50717 members 
Mstep: Class 18 contains 6820 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61893 members 
Mstep: Class 24 contains 190010 members 
Mstep: Class 25 contains 2160 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692640.000000 Penalty: 87802.296875
Iteration 65Q: 27 clusters Score -9.269264e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 3 contains 242644 members 
Mstep: Class 4 contains 30760 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 12568 members 
Mstep: Class 7 contains 11125 members 
Mstep: Class 8 contains 12565 members 
Mstep: Class 9 contains 4354 members 
Mstep: Class 10 contains 12622 members 
Mstep: Class 11 contains 6262 members 
Mstep: Class 12 contains 32977 members 
Mstep: Class 13 contains 50453 members 
Mstep: Class 14 contains 2881 members 
Mstep: Class 15 contains 18649 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 50828 members 
Mstep: Class 18 contains 6713 members 
Mstep: Class 19 contains 7955 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61839 members 
Mstep: Class 24 contains 185460 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693976.000000 Penalty: 87802.296875
Iteration 66Q: 27 clusters Score -9.269398e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 3 contains 248947 members 
Mstep: Class 4 contains 30725 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 12501 members 
Mstep: Class 7 contains 11235 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 4356 members 
Mstep: Class 10 contains 12605 members 
Mstep: Class 11 contains 6235 members 
Mstep: Class 12 contains 32892 members 
Mstep: Class 13 contains 50958 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 18599 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 50919 members 
Mstep: Class 18 contains 6577 members 
Mstep: Class 19 contains 8097 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61770 members 
Mstep: Class 24 contains 180908 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92695440.000000 Penalty: 87802.296875
Iteration 67Q: 27 clusters Score -9.269544e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 3 contains 255275 members 
Mstep: Class 4 contains 30695 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 12429 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 12954 members 
Mstep: Class 9 contains 4355 members 
Mstep: Class 10 contains 12591 members 
Mstep: Class 11 contains 6212 members 
Mstep: Class 12 contains 32804 members 
Mstep: Class 13 contains 51545 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 18548 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 51042 members 
Mstep: Class 18 contains 6440 members 
Mstep: Class 19 contains 8262 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61730 members 
Mstep: Class 24 contains 176147 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92696344.000000 Penalty: 87802.296875
Iteration 68Q: 27 clusters Score -9.269634e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 3 contains 261689 members 
Mstep: Class 4 contains 30692 members 
Mstep: Class 5 contains 1931 members 
Mstep: Class 6 contains 12352 members 
Mstep: Class 7 contains 11442 members 
Mstep: Class 8 contains 13131 members 
Mstep: Class 9 contains 4355 members 
Mstep: Class 10 contains 12605 members 
Mstep: Class 11 contains 6185 members 
Mstep: Class 12 contains 32677 members 
Mstep: Class 13 contains 52154 members 
Mstep: Class 14 contains 2961 members 
Mstep: Class 15 contains 18505 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 51128 members 
Mstep: Class 18 contains 6311 members 
Mstep: Class 19 contains 8426 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61687 members 
Mstep: Class 24 contains 171272 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92697424.000000 Penalty: 87802.296875
Iteration 69Q: 27 clusters Score -9.269742e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 3 contains 268161 members 
Mstep: Class 4 contains 30723 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 12273 members 
Mstep: Class 7 contains 11544 members 
Mstep: Class 8 contains 13311 members 
Mstep: Class 9 contains 4355 members 
Mstep: Class 10 contains 12615 members 
Mstep: Class 11 contains 6157 members 
Mstep: Class 12 contains 32539 members 
Mstep: Class 13 contains 52794 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 18480 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 51201 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 19 contains 8594 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61653 members 
Mstep: Class 24 contains 166254 members 
Mstep: Class 25 contains 2143 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92699208.000000 Penalty: 87802.296875
Iteration 70Q: 27 clusters Score -9.269921e+07 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 3 contains 274709 members 
Mstep: Class 4 contains 30807 members 
Mstep: Class 5 contains 1944 members 
Mstep: Class 6 contains 12197 members 
Mstep: Class 7 contains 11630 members 
Mstep: Class 8 contains 13437 members 
Mstep: Class 9 contains 4353 members 
Mstep: Class 10 contains 12649 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 32410 members 
Mstep: Class 13 contains 53445 members 
Mstep: Class 14 contains 3022 members 
Mstep: Class 15 contains 18432 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 51261 members 
Mstep: Class 18 contains 6084 members 
Mstep: Class 19 contains 8786 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61618 members 
Mstep: Class 24 contains 161069 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92700936.000000 Penalty: 87802.296875
Iteration 71Q: 27 clusters Score -9.270094e+07 nChanged 11348
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 3 contains 281170 members 
Mstep: Class 4 contains 30916 members 
Mstep: Class 5 contains 1950 members 
Mstep: Class 6 contains 12135 members 
Mstep: Class 7 contains 11694 members 
Mstep: Class 8 contains 13568 members 
Mstep: Class 9 contains 4352 members 
Mstep: Class 10 contains 12653 members 
Mstep: Class 11 contains 6112 members 
Mstep: Class 12 contains 32327 members 
Mstep: Class 13 contains 54109 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 18409 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 51314 members 
Mstep: Class 18 contains 6026 members 
Mstep: Class 19 contains 8988 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61518 members 
Mstep: Class 24 contains 155835 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92702856.000000 Penalty: 87802.296875
Iteration 72Q: 27 clusters Score -9.270286e+07 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 3 contains 287531 members 
Mstep: Class 4 contains 31013 members 
Mstep: Class 5 contains 1950 members 
Mstep: Class 6 contains 12068 members 
Mstep: Class 7 contains 11763 members 
Mstep: Class 8 contains 13691 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 12657 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 32272 members 
Mstep: Class 13 contains 54813 members 
Mstep: Class 14 contains 3058 members 
Mstep: Class 15 contains 18361 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 51345 members 
Mstep: Class 18 contains 5966 members 
Mstep: Class 19 contains 9189 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61423 members 
Mstep: Class 24 contains 150644 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92704328.000000 Penalty: 87802.296875
Iteration 73Q: 27 clusters Score -9.270433e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 3 contains 293780 members 
Mstep: Class 4 contains 31085 members 
Mstep: Class 5 contains 1945 members 
Mstep: Class 6 contains 12015 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 13828 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 12669 members 
Mstep: Class 11 contains 6073 members 
Mstep: Class 12 contains 32211 members 
Mstep: Class 13 contains 55509 members 
Mstep: Class 14 contains 3084 members 
Mstep: Class 15 contains 18299 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 51341 members 
Mstep: Class 18 contains 5891 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61325 members 
Mstep: Class 24 contains 145584 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92705048.000000 Penalty: 87802.296875
Iteration 74Q: 27 clusters Score -9.270505e+07 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 3 contains 299746 members 
Mstep: Class 4 contains 31205 members 
Mstep: Class 5 contains 1949 members 
Mstep: Class 6 contains 11971 members 
Mstep: Class 7 contains 11923 members 
Mstep: Class 8 contains 13964 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 12707 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 32111 members 
Mstep: Class 13 contains 56296 members 
Mstep: Class 14 contains 3113 members 
Mstep: Class 15 contains 18197 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 51342 members 
Mstep: Class 18 contains 5820 members 
Mstep: Class 19 contains 9636 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61242 members 
Mstep: Class 24 contains 140656 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92704840.000000 Penalty: 87802.296875
Iteration 75Q: 27 clusters Score -9.270484e+07 nChanged 12727
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 3 contains 305112 members 
Mstep: Class 4 contains 31327 members 
Mstep: Class 5 contains 1948 members 
Mstep: Class 6 contains 11926 members 
Mstep: Class 7 contains 12002 members 
Mstep: Class 8 contains 14105 members 
Mstep: Class 9 contains 4351 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 6053 members 
Mstep: Class 12 contains 32046 members 
Mstep: Class 13 contains 57170 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 51388 members 
Mstep: Class 18 contains 5768 members 
Mstep: Class 19 contains 9873 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61165 members 
Mstep: Class 24 contains 136034 members 
Mstep: Class 25 contains 2121 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92703656.000000 Penalty: 87802.296875
Iteration 76Q: 27 clusters Score -9.270366e+07 nChanged 12825
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 3 contains 309666 members 
Mstep: Class 4 contains 31454 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 11876 members 
Mstep: Class 7 contains 12078 members 
Mstep: Class 8 contains 14254 members 
Mstep: Class 9 contains 4351 members 
Mstep: Class 10 contains 12776 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 31964 members 
Mstep: Class 13 contains 58104 members 
Mstep: Class 14 contains 3177 members 
Mstep: Class 15 contains 18008 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 51489 members 
Mstep: Class 18 contains 5718 members 
Mstep: Class 19 contains 10107 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61161 members 
Mstep: Class 24 contains 131941 members 
Mstep: Class 25 contains 2119 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92702224.000000 Penalty: 87802.296875
Iteration 77Q: 27 clusters Score -9.270222e+07 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 3 contains 312978 members 
Mstep: Class 4 contains 31606 members 
Mstep: Class 5 contains 1945 members 
Mstep: Class 6 contains 11824 members 
Mstep: Class 7 contains 12132 members 
Mstep: Class 8 contains 14431 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 12850 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 31931 members 
Mstep: Class 13 contains 59109 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 18031 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 51570 members 
Mstep: Class 18 contains 5653 members 
Mstep: Class 19 contains 10399 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61284 members 
Mstep: Class 24 contains 128492 members 
Mstep: Class 25 contains 2121 members 
Mstep: Class 26 contains 735 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92699632.000000 Penalty: 87802.296875
Iteration 78Q: 27 clusters Score -9.269963e+07 nChanged 11636
Entering ConstructFrom: 
Score: -92699632.000000 Penalty: 87802.296875
Entering ConstructFrom: 
Trying to split cluster 1 (33367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Entering Unmasked Estep 
Score: -3913473.000000 Penalty: 2583.000000
	Iteration 0F: 2 clusters Score -3913473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3890633.750000 Penalty: 5166.000000
	Iteration 0F: 3 clusters Score -3890634 nChanged 15018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3898940.000000 Penalty: 5166.000000
	Iteration 1F: 3 clusters Score -3898940 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3899376.250000 Penalty: 5166.000000
	Iteration 2Q: 3 clusters Score -3899376 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3899833.000000 Penalty: 5166.000000
	Iteration 3Q: 3 clusters Score -3899833 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3900259.500000 Penalty: 5166.000000
	Iteration 4Q: 3 clusters Score -3900260 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -3900770.250000 Penalty: 5166.000000
	Iteration 5Q: 3 clusters Score -3900770 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3901470.250000 Penalty: 5166.000000
	Iteration 6Q: 3 clusters Score -3901470 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3902569.000000 Penalty: 5166.000000
	Iteration 7F: 3 clusters Score -3902569 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3904075.500000 Penalty: 5166.000000
	Iteration 8F: 3 clusters Score -3904076 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3906032.500000 Penalty: 5166.000000
	Iteration 9F: 3 clusters Score -3906032 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -3908073.000000 Penalty: 5166.000000
	Iteration 10F: 3 clusters Score -3908073 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -3909621.250000 Penalty: 5166.000000
	Iteration 11Q: 3 clusters Score -3909621 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -3910478.000000 Penalty: 5166.000000
	Iteration 12Q: 3 clusters Score -3910478 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -3910871.500000 Penalty: 5166.000000
	Iteration 13Q: 3 clusters Score -3910872 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -3911049.750000 Penalty: 5166.000000
	Iteration 14Q: 3 clusters Score -3911050 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -3911130.000000 Penalty: 5166.000000
	Iteration 15Q: 3 clusters Score -3911130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -3911192.000000 Penalty: 5166.000000
	Iteration 16Q: 3 clusters Score -3911192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -3911217.750000 Penalty: 5166.000000
	Iteration 17Q: 3 clusters Score -3911218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -3911241.500000 Penalty: 5166.000000
	Iteration 18Q: 3 clusters Score -3911242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -3911254.750000 Penalty: 5166.000000
	Iteration 19Q: 3 clusters Score -3911255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -3911264.500000 Penalty: 5166.000000
	Iteration 20F: 3 clusters Score -3911264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -3911274.500000 Penalty: 5166.000000
	Iteration 21Q: 3 clusters Score -3911274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -3911284.750000 Penalty: 5166.000000
	Iteration 22Q: 3 clusters Score -3911285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -3911283.500000 Penalty: 5166.000000
	Iteration 23Q: 3 clusters Score -3911284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -3911285.500000 Penalty: 5166.000000
	Iteration 24Q: 3 clusters Score -3911286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -3911286.250000 Penalty: 5166.000000
	Iteration 25Q: 3 clusters Score -3911286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -3911286.250000 Penalty: 5166.000000
	Iteration 26F: 3 clusters Score -3911286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (315082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315082 members 
Entering Unmasked Estep 
Score: -36175396.000000 Penalty: 3139.825928
	Iteration 0F: 2 clusters Score -3.61754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157607 members 
Mstep: Class 2 contains 157475 members 
Entering Unmasked Estep 
Score: -35985216.000000 Penalty: 6279.651855
	Iteration 0F: 3 clusters Score -3.598522e+07 nChanged 152884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160509 members 
Mstep: Class 2 contains 154573 members 
Entering Unmasked Estep 
Score: -36075320.000000 Penalty: 6279.651855
	Iteration 1F: 3 clusters Score -3.607532e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162265 members 
Mstep: Class 2 contains 152817 members 
Entering Unmasked Estep 
Score: -36076172.000000 Penalty: 6279.651855
	Iteration 2Q: 3 clusters Score -3.607617e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 149965 members 
Entering Unmasked Estep 
Score: -36077244.000000 Penalty: 6279.651855
	Iteration 3Q: 3 clusters Score -3.607724e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169453 members 
Mstep: Class 2 contains 145629 members 
Entering Unmasked Estep 
Score: -36078560.000000 Penalty: 6279.651855
	Iteration 4Q: 3 clusters Score -3.607856e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175914 members 
Mstep: Class 2 contains 139168 members 
Entering Unmasked Estep 
Score: -36081332.000000 Penalty: 6279.651855
	Iteration 5Q: 3 clusters Score -3.608133e+07 nChanged 11826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185584 members 
Mstep: Class 2 contains 129498 members 
Entering Unmasked Estep 
Score: -36085620.000000 Penalty: 6279.651855
	Iteration 6Q: 3 clusters Score -3.608562e+07 nChanged 15539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199541 members 
Mstep: Class 2 contains 115541 members 
Entering Unmasked Estep 
Score: -36093056.000000 Penalty: 6279.651855
	Iteration 7Q: 3 clusters Score -3.609306e+07 nChanged 19842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218227 members 
Mstep: Class 2 contains 96855 members 
Entering Unmasked Estep 
Score: -36105736.000000 Penalty: 6279.651855
	Iteration 8F: 3 clusters Score -3.610574e+07 nChanged 22577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239930 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -36123056.000000 Penalty: 6279.651855
	Iteration 9F: 3 clusters Score -3.612306e+07 nChanged 21391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260477 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -36140868.000000 Penalty: 6279.651855
	Iteration 10F: 3 clusters Score -3.614087e+07 nChanged 16228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275659 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -36154668.000000 Penalty: 6279.651855
	Iteration 11F: 3 clusters Score -3.615467e+07 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285533 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -36162928.000000 Penalty: 6279.651855
	Iteration 12Q: 3 clusters Score -3.616293e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291965 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -36167276.000000 Penalty: 6279.651855
	Iteration 13Q: 3 clusters Score -3.616728e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296666 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -36169812.000000 Penalty: 6279.651855
	Iteration 14Q: 3 clusters Score -3.616981e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300338 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -36171360.000000 Penalty: 6279.651855
	Iteration 15Q: 3 clusters Score -3.617136e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303324 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -36171892.000000 Penalty: 6279.651855
	Iteration 16Q: 3 clusters Score -3.617189e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305775 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -36172592.000000 Penalty: 6279.651855
	Iteration 17Q: 3 clusters Score -3.617259e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307812 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -36172912.000000 Penalty: 6279.651855
	Iteration 18Q: 3 clusters Score -3.617291e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309444 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -36172980.000000 Penalty: 6279.651855
	Iteration 19Q: 3 clusters Score -3.617298e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310794 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -36172784.000000 Penalty: 6279.651855
	Iteration 20F: 3 clusters Score -3.617278e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311835 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -36172812.000000 Penalty: 6279.651855
	Iteration 21Q: 3 clusters Score -3.617281e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312642 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -36172824.000000 Penalty: 6279.651855
	Iteration 22Q: 3 clusters Score -3.617282e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313256 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -36172868.000000 Penalty: 6279.651855
	Iteration 23Q: 3 clusters Score -3.617287e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313675 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -36172888.000000 Penalty: 6279.651855
	Iteration 24Q: 3 clusters Score -3.617289e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313957 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -36172884.000000 Penalty: 6279.651855
	Iteration 25Q: 3 clusters Score -3.617288e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314146 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -36172832.000000 Penalty: 6279.651855
	Iteration 26Q: 3 clusters Score -3.617283e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314277 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -36172856.000000 Penalty: 6279.651855
	Iteration 27Q: 3 clusters Score -3.617286e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314353 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -36172888.000000 Penalty: 6279.651855
	Iteration 28Q: 3 clusters Score -3.617289e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314399 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -36172932.000000 Penalty: 6279.651855
	Iteration 29Q: 3 clusters Score -3.617293e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314443 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -36172976.000000 Penalty: 6279.651855
	Iteration 30Q: 3 clusters Score -3.617298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314468 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -36172968.000000 Penalty: 6279.651855
	Iteration 31Q: 3 clusters Score -3.617297e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314498 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -36172948.000000 Penalty: 6279.651855
	Iteration 32Q: 3 clusters Score -3.617295e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314521 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -36172988.000000 Penalty: 6279.651855
	Iteration 33Q: 3 clusters Score -3.617299e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314547 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -36173012.000000 Penalty: 6279.651855
	Iteration 34Q: 3 clusters Score -3.617301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314568 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -36173040.000000 Penalty: 6279.651855
	Iteration 35Q: 3 clusters Score -3.617304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314577 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -36173024.000000 Penalty: 6279.651855
	Iteration 36Q: 3 clusters Score -3.617302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314583 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -36173020.000000 Penalty: 6279.651855
	Iteration 37Q: 3 clusters Score -3.617302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314588 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -36173020.000000 Penalty: 6279.651855
	Iteration 38Q: 3 clusters Score -3.617302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314597 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -36173044.000000 Penalty: 6279.651855
	Iteration 39Q: 3 clusters Score -3.617304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314597 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -36173040.000000 Penalty: 6279.651855
	Iteration 40F: 3 clusters Score -3.617304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314599 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -36173048.000000 Penalty: 6279.651855
	Iteration 41Q: 3 clusters Score -3.617305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314601 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -36173052.000000 Penalty: 6279.651855
	Iteration 42Q: 3 clusters Score -3.617305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314604 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -36173064.000000 Penalty: 6279.651855
	Iteration 43Q: 3 clusters Score -3.617306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314607 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -36173056.000000 Penalty: 6279.651855
	Iteration 44Q: 3 clusters Score -3.617306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314609 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -36173080.000000 Penalty: 6279.651855
	Iteration 45Q: 3 clusters Score -3.617308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314614 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -36173060.000000 Penalty: 6279.651855
	Iteration 46Q: 3 clusters Score -3.617306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314616 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -36173064.000000 Penalty: 6279.651855
	Iteration 47Q: 3 clusters Score -3.617306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314617 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -36173076.000000 Penalty: 6279.651855
	Iteration 48Q: 3 clusters Score -3.617308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314617 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -36173076.000000 Penalty: 6279.651855
	Iteration 49F: 3 clusters Score -3.617308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Entering Unmasked Estep 
Score: -3746285.000000 Penalty: 2571.031982
	Iteration 0F: 2 clusters Score -3746285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -3724621.250000 Penalty: 5142.063965
	Iteration 0F: 3 clusters Score -3724621 nChanged 14338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3732397.000000 Penalty: 5142.063965
	Iteration 1F: 3 clusters Score -3732397 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3733030.500000 Penalty: 5142.063965
	Iteration 2F: 3 clusters Score -3733030 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3733722.250000 Penalty: 5142.063965
	Iteration 3F: 3 clusters Score -3733722 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3734641.250000 Penalty: 5142.063965
	Iteration 4F: 3 clusters Score -3734641 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3735851.500000 Penalty: 5142.063965
	Iteration 5F: 3 clusters Score -3735852 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3737466.250000 Penalty: 5142.063965
	Iteration 6F: 3 clusters Score -3737466 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -3739337.000000 Penalty: 5142.063965
	Iteration 7F: 3 clusters Score -3739337 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -3741202.500000 Penalty: 5142.063965
	Iteration 8F: 3 clusters Score -3741202 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3742617.500000 Penalty: 5142.063965
	Iteration 9Q: 3 clusters Score -3742618 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3743463.000000 Penalty: 5142.063965
	Iteration 10Q: 3 clusters Score -3743463 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3743832.500000 Penalty: 5142.063965
	Iteration 11Q: 3 clusters Score -3743832 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3744028.750000 Penalty: 5142.063965
	Iteration 12Q: 3 clusters Score -3744029 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3744151.250000 Penalty: 5142.063965
	Iteration 13Q: 3 clusters Score -3744151 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3744228.250000 Penalty: 5142.063965
	Iteration 14Q: 3 clusters Score -3744228 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3744280.000000 Penalty: 5142.063965
	Iteration 15Q: 3 clusters Score -3744280 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3744307.500000 Penalty: 5142.063965
	Iteration 16Q: 3 clusters Score -3744308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3744324.500000 Penalty: 5142.063965
	Iteration 17Q: 3 clusters Score -3744324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3744334.000000 Penalty: 5142.063965
	Iteration 18Q: 3 clusters Score -3744334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3744338.000000 Penalty: 5142.063965
	Iteration 19Q: 3 clusters Score -3744338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3744341.250000 Penalty: 5142.063965
	Iteration 20F: 3 clusters Score -3744341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3744340.500000 Penalty: 5142.063965
	Iteration 21Q: 3 clusters Score -3744340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3744345.750000 Penalty: 5142.063965
	Iteration 22Q: 3 clusters Score -3744346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3744353.000000 Penalty: 5142.063965
	Iteration 23Q: 3 clusters Score -3744353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3744355.000000 Penalty: 5142.063965
	Iteration 24Q: 3 clusters Score -3744355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3744363.250000 Penalty: 5142.063965
	Iteration 25Q: 3 clusters Score -3744363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3744372.750000 Penalty: 5142.063965
	Iteration 26Q: 3 clusters Score -3744373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3744386.250000 Penalty: 5142.063965
	Iteration 27Q: 3 clusters Score -3744386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3744387.750000 Penalty: 5142.063965
	Iteration 28Q: 3 clusters Score -3744388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3744389.750000 Penalty: 5142.063965
	Iteration 29Q: 3 clusters Score -3744390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3744389.000000 Penalty: 5142.063965
	Iteration 30Q: 3 clusters Score -3744389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3744387.750000 Penalty: 5142.063965
	Iteration 31Q: 3 clusters Score -3744388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3744388.750000 Penalty: 5142.063965
	Iteration 32Q: 3 clusters Score -3744389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3744394.500000 Penalty: 5142.063965
	Iteration 33Q: 3 clusters Score -3744394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3744395.000000 Penalty: 5142.063965
	Iteration 34Q: 3 clusters Score -3744395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3744389.750000 Penalty: 5142.063965
	Iteration 35Q: 3 clusters Score -3744390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3744389.250000 Penalty: 5142.063965
	Iteration 36Q: 3 clusters Score -3744389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3744391.500000 Penalty: 5142.063965
	Iteration 37Q: 3 clusters Score -3744392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3744392.750000 Penalty: 5142.063965
	Iteration 38Q: 3 clusters Score -3744393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3744394.500000 Penalty: 5142.063965
	Iteration 39Q: 3 clusters Score -3744394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3744393.250000 Penalty: 5142.063965
	Iteration 40F: 3 clusters Score -3744393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3744392.000000 Penalty: 5142.063965
	Iteration 41Q: 3 clusters Score -3744392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3744397.250000 Penalty: 5142.063965
	Iteration 42Q: 3 clusters Score -3744397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3744395.750000 Penalty: 5142.063965
	Iteration 43Q: 3 clusters Score -3744396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3744401.250000 Penalty: 5142.063965
	Iteration 44Q: 3 clusters Score -3744401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3744402.250000 Penalty: 5142.063965
	Iteration 45Q: 3 clusters Score -3744402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3744402.500000 Penalty: 5142.063965
	Iteration 46Q: 3 clusters Score -3744402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3744404.750000 Penalty: 5142.063965
	Iteration 47Q: 3 clusters Score -3744405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3744404.750000 Penalty: 5142.063965
	Iteration 48F: 3 clusters Score -3744405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Entering Unmasked Estep 
Score: -196340.296875 Penalty: 1877.342041
	Iteration 0F: 2 clusters Score -196340.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -193776.328125 Penalty: 3754.684082
	Iteration 0F: 3 clusters Score -193776.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -194257.296875 Penalty: 3754.684082
	Iteration 1F: 3 clusters Score -194257.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -194409.437500 Penalty: 3754.684082
	Iteration 2F: 3 clusters Score -194409.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -194493.609375 Penalty: 3754.684082
	Iteration 3Q: 3 clusters Score -194493.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -194552.562500 Penalty: 3754.684082
	Iteration 4Q: 3 clusters Score -194552.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -194592.796875 Penalty: 3754.684082
	Iteration 5Q: 3 clusters Score -194592.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -194612.218750 Penalty: 3754.684082
	Iteration 6Q: 3 clusters Score -194612.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -194627.640625 Penalty: 3754.684082
	Iteration 7Q: 3 clusters Score -194627.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -194639.718750 Penalty: 3754.684082
	Iteration 8Q: 3 clusters Score -194639.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -194647.187500 Penalty: 3754.684082
	Iteration 9Q: 3 clusters Score -194647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -194652.640625 Penalty: 3754.684082
	Iteration 10Q: 3 clusters Score -194652.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -194663.250000 Penalty: 3754.684082
	Iteration 11Q: 3 clusters Score -194663.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -194667.609375 Penalty: 3754.684082
	Iteration 12Q: 3 clusters Score -194667.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -194672.453125 Penalty: 3754.684082
	Iteration 13Q: 3 clusters Score -194672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -194676.312500 Penalty: 3754.684082
	Iteration 14Q: 3 clusters Score -194676.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -194678.796875 Penalty: 3754.684082
	Iteration 15Q: 3 clusters Score -194678.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -194680.828125 Penalty: 3754.684082
	Iteration 16Q: 3 clusters Score -194680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -194683.296875 Penalty: 3754.684082
	Iteration 17Q: 3 clusters Score -194683.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -194686.187500 Penalty: 3754.684082
	Iteration 18Q: 3 clusters Score -194686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -194687.031250 Penalty: 3754.684082
	Iteration 19Q: 3 clusters Score -194687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -194689.500000 Penalty: 3754.684082
	Iteration 20F: 3 clusters Score -194689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -194690.015625 Penalty: 3754.684082
	Iteration 21Q: 3 clusters Score -194690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -194691.531250 Penalty: 3754.684082
	Iteration 22Q: 3 clusters Score -194691.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -194693.687500 Penalty: 3754.684082
	Iteration 23Q: 3 clusters Score -194693.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -194695.000000 Penalty: 3754.684082
	Iteration 24Q: 3 clusters Score -194695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -194695.734375 Penalty: 3754.684082
	Iteration 25Q: 3 clusters Score -194695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -194696.453125 Penalty: 3754.684082
	Iteration 26Q: 3 clusters Score -194696.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -194698.390625 Penalty: 3754.684082
	Iteration 27Q: 3 clusters Score -194698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -194701.359375 Penalty: 3754.684082
	Iteration 28Q: 3 clusters Score -194701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -194705.140625 Penalty: 3754.684082
	Iteration 29Q: 3 clusters Score -194705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194707.515625 Penalty: 3754.684082
	Iteration 30Q: 3 clusters Score -194707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -194708.593750 Penalty: 3754.684082
	Iteration 31Q: 3 clusters Score -194708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -194709.250000 Penalty: 3754.684082
	Iteration 32Q: 3 clusters Score -194709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -194710.937500 Penalty: 3754.684082
	Iteration 33Q: 3 clusters Score -194710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -194712.843750 Penalty: 3754.684082
	Iteration 34Q: 3 clusters Score -194712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -194713.734375 Penalty: 3754.684082
	Iteration 35Q: 3 clusters Score -194713.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194714.000000 Penalty: 3754.684082
	Iteration 36Q: 3 clusters Score -194714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -194714.187500 Penalty: 3754.684082
	Iteration 37Q: 3 clusters Score -194714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -194714.859375 Penalty: 3754.684082
	Iteration 38Q: 3 clusters Score -194714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -194715.906250 Penalty: 3754.684082
	Iteration 39Q: 3 clusters Score -194715.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -194716.250000 Penalty: 3754.684082
	Iteration 40F: 3 clusters Score -194716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -194717.125000 Penalty: 3754.684082
	Iteration 41Q: 3 clusters Score -194717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -194717.125000 Penalty: 3754.684082
	Iteration 42F: 3 clusters Score -194717.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Entering Unmasked Estep 
Score: -1380576.125000 Penalty: 2324.390869
	Iteration 0F: 2 clusters Score -1380576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1371789.250000 Penalty: 4648.781738
	Iteration 0F: 3 clusters Score -1371789 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1374312.875000 Penalty: 4648.781738
	Iteration 1F: 3 clusters Score -1374313 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1374630.500000 Penalty: 4648.781738
	Iteration 2F: 3 clusters Score -1374630 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1374877.500000 Penalty: 4648.781738
	Iteration 3Q: 3 clusters Score -1374878 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1375081.125000 Penalty: 4648.781738
	Iteration 4Q: 3 clusters Score -1375081 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1375267.375000 Penalty: 4648.781738
	Iteration 5Q: 3 clusters Score -1375267 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1375438.500000 Penalty: 4648.781738
	Iteration 6Q: 3 clusters Score -1375438 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1375631.125000 Penalty: 4648.781738
	Iteration 7Q: 3 clusters Score -1375631 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1375866.000000 Penalty: 4648.781738
	Iteration 8Q: 3 clusters Score -1375866 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1376137.500000 Penalty: 4648.781738
	Iteration 9Q: 3 clusters Score -1376138 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1376425.250000 Penalty: 4648.781738
	Iteration 10Q: 3 clusters Score -1376425 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1376743.875000 Penalty: 4648.781738
	Iteration 11Q: 3 clusters Score -1376744 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1377065.625000 Penalty: 4648.781738
	Iteration 12Q: 3 clusters Score -1377066 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1377388.125000 Penalty: 4648.781738
	Iteration 13Q: 3 clusters Score -1377388 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1377649.750000 Penalty: 4648.781738
	Iteration 14Q: 3 clusters Score -1377650 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1377865.875000 Penalty: 4648.781738
	Iteration 15Q: 3 clusters Score -1377866 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1378039.875000 Penalty: 4648.781738
	Iteration 16Q: 3 clusters Score -1378040 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1378174.875000 Penalty: 4648.781738
	Iteration 17Q: 3 clusters Score -1378175 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1378277.500000 Penalty: 4648.781738
	Iteration 18Q: 3 clusters Score -1378278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1378338.500000 Penalty: 4648.781738
	Iteration 19Q: 3 clusters Score -1378338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1378378.375000 Penalty: 4648.781738
	Iteration 20F: 3 clusters Score -1378378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1378428.500000 Penalty: 4648.781738
	Iteration 21Q: 3 clusters Score -1378428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1378466.625000 Penalty: 4648.781738
	Iteration 22Q: 3 clusters Score -1378467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1378502.875000 Penalty: 4648.781738
	Iteration 23Q: 3 clusters Score -1378503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1378524.000000 Penalty: 4648.781738
	Iteration 24Q: 3 clusters Score -1378524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1378534.875000 Penalty: 4648.781738
	Iteration 25Q: 3 clusters Score -1378535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1378543.500000 Penalty: 4648.781738
	Iteration 26Q: 3 clusters Score -1378544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1378551.125000 Penalty: 4648.781738
	Iteration 27Q: 3 clusters Score -1378551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1378551.125000 Penalty: 4648.781738
	Iteration 28Q: 3 clusters Score -1378551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1378555.375000 Penalty: 4648.781738
	Iteration 29Q: 3 clusters Score -1378555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1378557.750000 Penalty: 4648.781738
	Iteration 30Q: 3 clusters Score -1378558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1378562.500000 Penalty: 4648.781738
	Iteration 31Q: 3 clusters Score -1378562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1378564.500000 Penalty: 4648.781738
	Iteration 32Q: 3 clusters Score -1378564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1378569.250000 Penalty: 4648.781738
	Iteration 33Q: 3 clusters Score -1378569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1378580.625000 Penalty: 4648.781738
	Iteration 34Q: 3 clusters Score -1378581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1378586.375000 Penalty: 4648.781738
	Iteration 35Q: 3 clusters Score -1378586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1378594.500000 Penalty: 4648.781738
	Iteration 36Q: 3 clusters Score -1378594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1378601.500000 Penalty: 4648.781738
	Iteration 37Q: 3 clusters Score -1378602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1378603.625000 Penalty: 4648.781738
	Iteration 38Q: 3 clusters Score -1378604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1378604.250000 Penalty: 4648.781738
	Iteration 39Q: 3 clusters Score -1378604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1378604.250000 Penalty: 4648.781738
	Iteration 40F: 3 clusters Score -1378604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Entering Unmasked Estep 
Score: -1317504.375000 Penalty: 2333.458984
	Iteration 0F: 2 clusters Score -1317504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1308432.500000 Penalty: 4666.917969
	Iteration 0F: 3 clusters Score -1308432 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1311140.250000 Penalty: 4666.917969
	Iteration 1F: 3 clusters Score -1311140 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1311462.750000 Penalty: 4666.917969
	Iteration 2F: 3 clusters Score -1311463 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1311684.125000 Penalty: 4666.917969
	Iteration 3Q: 3 clusters Score -1311684 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1311836.750000 Penalty: 4666.917969
	Iteration 4Q: 3 clusters Score -1311837 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1311963.625000 Penalty: 4666.917969
	Iteration 5Q: 3 clusters Score -1311964 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1312072.750000 Penalty: 4666.917969
	Iteration 6Q: 3 clusters Score -1312073 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1312168.500000 Penalty: 4666.917969
	Iteration 7Q: 3 clusters Score -1312168 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1312248.375000 Penalty: 4666.917969
	Iteration 8Q: 3 clusters Score -1312248 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1312327.125000 Penalty: 4666.917969
	Iteration 9Q: 3 clusters Score -1312327 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1312408.625000 Penalty: 4666.917969
	Iteration 10Q: 3 clusters Score -1312409 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1312505.000000 Penalty: 4666.917969
	Iteration 11Q: 3 clusters Score -1312505 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1312590.500000 Penalty: 4666.917969
	Iteration 12Q: 3 clusters Score -1312590 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1312672.375000 Penalty: 4666.917969
	Iteration 13Q: 3 clusters Score -1312672 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1312772.250000 Penalty: 4666.917969
	Iteration 14Q: 3 clusters Score -1312772 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1312924.375000 Penalty: 4666.917969
	Iteration 15Q: 3 clusters Score -1312924 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1313120.125000 Penalty: 4666.917969
	Iteration 16Q: 3 clusters Score -1313120 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1313347.625000 Penalty: 4666.917969
	Iteration 17Q: 3 clusters Score -1313348 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1313613.500000 Penalty: 4666.917969
	Iteration 18Q: 3 clusters Score -1313614 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1313911.625000 Penalty: 4666.917969
	Iteration 19Q: 3 clusters Score -1313912 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1314231.625000 Penalty: 4666.917969
	Iteration 20F: 3 clusters Score -1314232 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1314561.250000 Penalty: 4666.917969
	Iteration 21Q: 3 clusters Score -1314561 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1314815.125000 Penalty: 4666.917969
	Iteration 22Q: 3 clusters Score -1314815 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1315060.875000 Penalty: 4666.917969
	Iteration 23Q: 3 clusters Score -1315061 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1315220.500000 Penalty: 4666.917969
	Iteration 24Q: 3 clusters Score -1315220 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1315346.375000 Penalty: 4666.917969
	Iteration 25Q: 3 clusters Score -1315346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1315418.875000 Penalty: 4666.917969
	Iteration 26Q: 3 clusters Score -1315419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1315465.750000 Penalty: 4666.917969
	Iteration 27Q: 3 clusters Score -1315466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1315516.125000 Penalty: 4666.917969
	Iteration 28Q: 3 clusters Score -1315516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1315566.750000 Penalty: 4666.917969
	Iteration 29Q: 3 clusters Score -1315567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1315612.250000 Penalty: 4666.917969
	Iteration 30Q: 3 clusters Score -1315612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1315629.000000 Penalty: 4666.917969
	Iteration 31Q: 3 clusters Score -1315629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1315648.750000 Penalty: 4666.917969
	Iteration 32Q: 3 clusters Score -1315649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1315661.000000 Penalty: 4666.917969
	Iteration 33Q: 3 clusters Score -1315661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1315669.250000 Penalty: 4666.917969
	Iteration 34Q: 3 clusters Score -1315669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1315676.750000 Penalty: 4666.917969
	Iteration 35Q: 3 clusters Score -1315677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1315689.250000 Penalty: 4666.917969
	Iteration 36Q: 3 clusters Score -1315689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1315694.375000 Penalty: 4666.917969
	Iteration 37Q: 3 clusters Score -1315694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1315700.375000 Penalty: 4666.917969
	Iteration 38Q: 3 clusters Score -1315700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1315700.375000 Penalty: 4666.917969
	Iteration 39Q: 3 clusters Score -1315700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1315701.125000 Penalty: 4666.917969
	Iteration 40F: 3 clusters Score -1315701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1315704.250000 Penalty: 4666.917969
	Iteration 41Q: 3 clusters Score -1315704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1315704.750000 Penalty: 4666.917969
	Iteration 42Q: 3 clusters Score -1315705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1315705.000000 Penalty: 4666.917969
	Iteration 43Q: 3 clusters Score -1315705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1315705.000000 Penalty: 4666.917969
	Iteration 44F: 3 clusters Score -1315705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Entering Unmasked Estep 
Score: -1727666.125000 Penalty: 2378.525879
	Iteration 0F: 2 clusters Score -1727666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1717027.375000 Penalty: 4757.051758
	Iteration 0F: 3 clusters Score -1717027 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1720401.375000 Penalty: 4757.051758
	Iteration 1F: 3 clusters Score -1720401 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1720719.875000 Penalty: 4757.051758
	Iteration 2F: 3 clusters Score -1720720 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1720943.125000 Penalty: 4757.051758
	Iteration 3Q: 3 clusters Score -1720943 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1721121.250000 Penalty: 4757.051758
	Iteration 4Q: 3 clusters Score -1721121 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1721259.875000 Penalty: 4757.051758
	Iteration 5Q: 3 clusters Score -1721260 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1721399.500000 Penalty: 4757.051758
	Iteration 6Q: 3 clusters Score -1721400 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1721522.875000 Penalty: 4757.051758
	Iteration 7Q: 3 clusters Score -1721523 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1721670.750000 Penalty: 4757.051758
	Iteration 8Q: 3 clusters Score -1721671 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1721862.500000 Penalty: 4757.051758
	Iteration 9Q: 3 clusters Score -1721862 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1722114.625000 Penalty: 4757.051758
	Iteration 10Q: 3 clusters Score -1722115 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1722422.125000 Penalty: 4757.051758
	Iteration 11Q: 3 clusters Score -1722422 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1722785.375000 Penalty: 4757.051758
	Iteration 12Q: 3 clusters Score -1722785 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1723275.250000 Penalty: 4757.051758
	Iteration 13Q: 3 clusters Score -1723275 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1723770.875000 Penalty: 4757.051758
	Iteration 14Q: 3 clusters Score -1723771 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1724232.750000 Penalty: 4757.051758
	Iteration 15Q: 3 clusters Score -1724233 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1724622.125000 Penalty: 4757.051758
	Iteration 16Q: 3 clusters Score -1724622 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1724899.375000 Penalty: 4757.051758
	Iteration 17Q: 3 clusters Score -1724899 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1725128.375000 Penalty: 4757.051758
	Iteration 18Q: 3 clusters Score -1725128 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1725270.000000 Penalty: 4757.051758
	Iteration 19Q: 3 clusters Score -1725270 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1725361.750000 Penalty: 4757.051758
	Iteration 20F: 3 clusters Score -1725362 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1725415.000000 Penalty: 4757.051758
	Iteration 21Q: 3 clusters Score -1725415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1725447.750000 Penalty: 4757.051758
	Iteration 22Q: 3 clusters Score -1725448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1725481.375000 Penalty: 4757.051758
	Iteration 23Q: 3 clusters Score -1725481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1725495.875000 Penalty: 4757.051758
	Iteration 24Q: 3 clusters Score -1725496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1725507.625000 Penalty: 4757.051758
	Iteration 25Q: 3 clusters Score -1725508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1725521.500000 Penalty: 4757.051758
	Iteration 26Q: 3 clusters Score -1725522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1725530.625000 Penalty: 4757.051758
	Iteration 27Q: 3 clusters Score -1725531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1725535.375000 Penalty: 4757.051758
	Iteration 28Q: 3 clusters Score -1725535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1725535.250000 Penalty: 4757.051758
	Iteration 29Q: 3 clusters Score -1725535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1725541.250000 Penalty: 4757.051758
	Iteration 30Q: 3 clusters Score -1725541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1725548.250000 Penalty: 4757.051758
	Iteration 31Q: 3 clusters Score -1725548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1725554.375000 Penalty: 4757.051758
	Iteration 32Q: 3 clusters Score -1725554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1725564.750000 Penalty: 4757.051758
	Iteration 33Q: 3 clusters Score -1725565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1725568.500000 Penalty: 4757.051758
	Iteration 34Q: 3 clusters Score -1725568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1725571.375000 Penalty: 4757.051758
	Iteration 35Q: 3 clusters Score -1725571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1725574.125000 Penalty: 4757.051758
	Iteration 36Q: 3 clusters Score -1725574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1725575.125000 Penalty: 4757.051758
	Iteration 37Q: 3 clusters Score -1725575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1725578.750000 Penalty: 4757.051758
	Iteration 38Q: 3 clusters Score -1725579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1725585.000000 Penalty: 4757.051758
	Iteration 39Q: 3 clusters Score -1725585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1725586.750000 Penalty: 4757.051758
	Iteration 40F: 3 clusters Score -1725587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1725590.000000 Penalty: 4757.051758
	Iteration 41Q: 3 clusters Score -1725590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1725594.000000 Penalty: 4757.051758
	Iteration 42Q: 3 clusters Score -1725594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1725594.625000 Penalty: 4757.051758
	Iteration 43Q: 3 clusters Score -1725595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1725598.250000 Penalty: 4757.051758
	Iteration 44Q: 3 clusters Score -1725598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1725602.625000 Penalty: 4757.051758
	Iteration 45Q: 3 clusters Score -1725603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1725602.125000 Penalty: 4757.051758
	Iteration 46Q: 3 clusters Score -1725602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1725606.250000 Penalty: 4757.051758
	Iteration 47Q: 3 clusters Score -1725606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1725606.250000 Penalty: 4757.051758
	Iteration 48Q: 3 clusters Score -1725606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1725607.125000 Penalty: 4757.051758
	Iteration 49Q: 3 clusters Score -1725607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1725610.625000 Penalty: 4757.051758
	Iteration 50Q: 3 clusters Score -1725611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1725610.625000 Penalty: 4757.051758
	Iteration 51F: 3 clusters Score -1725611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Entering Unmasked Estep 
Score: -498166.812500 Penalty: 2077.727051
	Iteration 0F: 2 clusters Score -498166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -494055.437500 Penalty: 4155.454102
	Iteration 0F: 3 clusters Score -494055.4 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -494933.406250 Penalty: 4155.454102
	Iteration 1F: 3 clusters Score -494933.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -495137.750000 Penalty: 4155.454102
	Iteration 2F: 3 clusters Score -495137.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -495272.906250 Penalty: 4155.454102
	Iteration 3Q: 3 clusters Score -495272.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -495362.250000 Penalty: 4155.454102
	Iteration 4Q: 3 clusters Score -495362.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -495433.125000 Penalty: 4155.454102
	Iteration 5Q: 3 clusters Score -495433.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -495510.562500 Penalty: 4155.454102
	Iteration 6Q: 3 clusters Score -495510.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -495583.843750 Penalty: 4155.454102
	Iteration 7Q: 3 clusters Score -495583.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -495664.281250 Penalty: 4155.454102
	Iteration 8Q: 3 clusters Score -495664.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -495767.656250 Penalty: 4155.454102
	Iteration 9Q: 3 clusters Score -495767.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -495897.718750 Penalty: 4155.454102
	Iteration 10Q: 3 clusters Score -495897.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -496077.187500 Penalty: 4155.454102
	Iteration 11Q: 3 clusters Score -496077.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -496299.906250 Penalty: 4155.454102
	Iteration 12Q: 3 clusters Score -496299.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -496555.000000 Penalty: 4155.454102
	Iteration 13Q: 3 clusters Score -496555 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -496824.625000 Penalty: 4155.454102
	Iteration 14Q: 3 clusters Score -496824.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -497100.343750 Penalty: 4155.454102
	Iteration 15Q: 3 clusters Score -497100.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -497405.375000 Penalty: 4155.454102
	Iteration 16Q: 3 clusters Score -497405.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -497720.906250 Penalty: 4155.454102
	Iteration 17Q: 3 clusters Score -497720.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -498135.781250 Penalty: 4155.454102
	Iteration 18Q: 3 clusters Score -498135.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -498622.000000 Penalty: 4155.454102
	Iteration 19Q: 3 clusters Score -498622 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -498920.375000 Penalty: 4155.454102
	Iteration 20F: 3 clusters Score -498920.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -499066.906250 Penalty: 4155.454102
	Iteration 21Q: 3 clusters Score -499066.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -499139.875000 Penalty: 4155.454102
	Iteration 22Q: 3 clusters Score -499139.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -499168.781250 Penalty: 4155.454102
	Iteration 23Q: 3 clusters Score -499168.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -499181.593750 Penalty: 4155.454102
	Iteration 24Q: 3 clusters Score -499181.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -499185.750000 Penalty: 4155.454102
	Iteration 25Q: 3 clusters Score -499185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -499191.968750 Penalty: 4155.454102
	Iteration 26Q: 3 clusters Score -499192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -499194.625000 Penalty: 4155.454102
	Iteration 27Q: 3 clusters Score -499194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -499196.312500 Penalty: 4155.454102
	Iteration 28Q: 3 clusters Score -499196.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -499197.593750 Penalty: 4155.454102
	Iteration 29Q: 3 clusters Score -499197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -499199.062500 Penalty: 4155.454102
	Iteration 30Q: 3 clusters Score -499199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -499199.093750 Penalty: 4155.454102
	Iteration 31Q: 3 clusters Score -499199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -499199.093750 Penalty: 4155.454102
	Iteration 32F: 3 clusters Score -499199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 2501 members 
Mstep: Class 3 contains 315082 members 
Mstep: Class 4 contains 31795 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 14630 members 
Mstep: Class 9 contains 1849 members 
Mstep: Class 10 contains 12977 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 31973 members 
Mstep: Class 13 contains 60212 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 51618 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 10689 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61500 members 
Mstep: Class 24 contains 125625 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 735 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92696720.000000 Penalty: 91179.304688
Splitting cluster 9 changes total score from -92699632.000000 to -92696720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (12977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Entering Unmasked Estep 
Score: -1527257.625000 Penalty: 2348.791504
	Iteration 0F: 2 clusters Score -1527258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1517707.000000 Penalty: 4697.583008
	Iteration 0F: 3 clusters Score -1517707 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1520751.375000 Penalty: 4697.583008
	Iteration 1F: 3 clusters Score -1520751 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1521251.000000 Penalty: 4697.583008
	Iteration 2F: 3 clusters Score -1521251 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1521739.000000 Penalty: 4697.583008
	Iteration 3F: 3 clusters Score -1521739 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1522245.125000 Penalty: 4697.583008
	Iteration 4F: 3 clusters Score -1522245 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1522883.875000 Penalty: 4697.583008
	Iteration 5F: 3 clusters Score -1522884 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1523587.250000 Penalty: 4697.583008
	Iteration 6F: 3 clusters Score -1523587 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1524335.500000 Penalty: 4697.583008
	Iteration 7F: 3 clusters Score -1524336 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1525001.250000 Penalty: 4697.583008
	Iteration 8F: 3 clusters Score -1525001 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1525514.375000 Penalty: 4697.583008
	Iteration 9Q: 3 clusters Score -1525514 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1525872.125000 Penalty: 4697.583008
	Iteration 10Q: 3 clusters Score -1525872 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1526107.250000 Penalty: 4697.583008
	Iteration 11Q: 3 clusters Score -1526107 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1526243.500000 Penalty: 4697.583008
	Iteration 12Q: 3 clusters Score -1526244 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1526327.750000 Penalty: 4697.583008
	Iteration 13Q: 3 clusters Score -1526328 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1526369.875000 Penalty: 4697.583008
	Iteration 14Q: 3 clusters Score -1526370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1526393.250000 Penalty: 4697.583008
	Iteration 15Q: 3 clusters Score -1526393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1526402.875000 Penalty: 4697.583008
	Iteration 16Q: 3 clusters Score -1526403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1526412.250000 Penalty: 4697.583008
	Iteration 17Q: 3 clusters Score -1526412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1526421.125000 Penalty: 4697.583008
	Iteration 18Q: 3 clusters Score -1526421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1526431.125000 Penalty: 4697.583008
	Iteration 19Q: 3 clusters Score -1526431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1526436.625000 Penalty: 4697.583008
	Iteration 20F: 3 clusters Score -1526437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1526441.375000 Penalty: 4697.583008
	Iteration 21Q: 3 clusters Score -1526441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1526442.625000 Penalty: 4697.583008
	Iteration 22Q: 3 clusters Score -1526443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1526446.250000 Penalty: 4697.583008
	Iteration 23Q: 3 clusters Score -1526446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1526451.000000 Penalty: 4697.583008
	Iteration 24Q: 3 clusters Score -1526451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1526448.500000 Penalty: 4697.583008
	Iteration 25Q: 3 clusters Score -1526448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1526448.500000 Penalty: 4697.583008
	Iteration 26F: 3 clusters Score -1526448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Entering Unmasked Estep 
Score: -702528.375000 Penalty: 2157.727539
	Iteration 0F: 2 clusters Score -702528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -697378.687500 Penalty: 4315.455078
	Iteration 0F: 3 clusters Score -697378.7 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -698635.062500 Penalty: 4315.455078
	Iteration 1F: 3 clusters Score -698635.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -698848.500000 Penalty: 4315.455078
	Iteration 2F: 3 clusters Score -698848.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -698969.437500 Penalty: 4315.455078
	Iteration 3Q: 3 clusters Score -698969.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -699057.875000 Penalty: 4315.455078
	Iteration 4Q: 3 clusters Score -699057.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -699126.250000 Penalty: 4315.455078
	Iteration 5Q: 3 clusters Score -699126.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -699181.375000 Penalty: 4315.455078
	Iteration 6Q: 3 clusters Score -699181.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -699233.812500 Penalty: 4315.455078
	Iteration 7Q: 3 clusters Score -699233.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -699283.687500 Penalty: 4315.455078
	Iteration 8Q: 3 clusters Score -699283.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -699331.750000 Penalty: 4315.455078
	Iteration 9Q: 3 clusters Score -699331.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -699369.500000 Penalty: 4315.455078
	Iteration 10Q: 3 clusters Score -699369.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -699398.187500 Penalty: 4315.455078
	Iteration 11Q: 3 clusters Score -699398.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -699423.625000 Penalty: 4315.455078
	Iteration 12Q: 3 clusters Score -699423.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -699452.375000 Penalty: 4315.455078
	Iteration 13Q: 3 clusters Score -699452.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -699477.125000 Penalty: 4315.455078
	Iteration 14Q: 3 clusters Score -699477.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -699492.375000 Penalty: 4315.455078
	Iteration 15Q: 3 clusters Score -699492.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -699508.937500 Penalty: 4315.455078
	Iteration 16Q: 3 clusters Score -699508.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -699527.250000 Penalty: 4315.455078
	Iteration 17Q: 3 clusters Score -699527.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -699543.125000 Penalty: 4315.455078
	Iteration 18Q: 3 clusters Score -699543.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -699554.812500 Penalty: 4315.455078
	Iteration 19Q: 3 clusters Score -699554.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -699566.625000 Penalty: 4315.455078
	Iteration 20F: 3 clusters Score -699566.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -699579.625000 Penalty: 4315.455078
	Iteration 21Q: 3 clusters Score -699579.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -699596.375000 Penalty: 4315.455078
	Iteration 22Q: 3 clusters Score -699596.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -699616.562500 Penalty: 4315.455078
	Iteration 23Q: 3 clusters Score -699616.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -699633.250000 Penalty: 4315.455078
	Iteration 24Q: 3 clusters Score -699633.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -699643.812500 Penalty: 4315.455078
	Iteration 25Q: 3 clusters Score -699643.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -699657.312500 Penalty: 4315.455078
	Iteration 26Q: 3 clusters Score -699657.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -699668.625000 Penalty: 4315.455078
	Iteration 27Q: 3 clusters Score -699668.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -699679.000000 Penalty: 4315.455078
	Iteration 28Q: 3 clusters Score -699679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -699692.250000 Penalty: 4315.455078
	Iteration 29Q: 3 clusters Score -699692.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -699703.562500 Penalty: 4315.455078
	Iteration 30Q: 3 clusters Score -699703.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -699724.125000 Penalty: 4315.455078
	Iteration 31Q: 3 clusters Score -699724.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -699747.812500 Penalty: 4315.455078
	Iteration 32Q: 3 clusters Score -699747.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -699772.500000 Penalty: 4315.455078
	Iteration 33Q: 3 clusters Score -699772.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -699806.187500 Penalty: 4315.455078
	Iteration 34Q: 3 clusters Score -699806.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -699831.125000 Penalty: 4315.455078
	Iteration 35Q: 3 clusters Score -699831.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -699859.937500 Penalty: 4315.455078
	Iteration 36Q: 3 clusters Score -699859.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -699886.437500 Penalty: 4315.455078
	Iteration 37Q: 3 clusters Score -699886.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -699912.812500 Penalty: 4315.455078
	Iteration 38Q: 3 clusters Score -699912.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -699947.062500 Penalty: 4315.455078
	Iteration 39Q: 3 clusters Score -699947.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -699975.625000 Penalty: 4315.455078
	Iteration 40F: 3 clusters Score -699975.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -700005.312500 Penalty: 4315.455078
	Iteration 41Q: 3 clusters Score -700005.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -700032.000000 Penalty: 4315.455078
	Iteration 42Q: 3 clusters Score -700032 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -700063.500000 Penalty: 4315.455078
	Iteration 43Q: 3 clusters Score -700063.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -700092.312500 Penalty: 4315.455078
	Iteration 44Q: 3 clusters Score -700092.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -700131.000000 Penalty: 4315.455078
	Iteration 45Q: 3 clusters Score -700131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -700156.125000 Penalty: 4315.455078
	Iteration 46Q: 3 clusters Score -700156.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -700177.937500 Penalty: 4315.455078
	Iteration 47Q: 3 clusters Score -700177.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -700204.812500 Penalty: 4315.455078
	Iteration 48Q: 3 clusters Score -700204.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -700242.250000 Penalty: 4315.455078
	Iteration 49Q: 3 clusters Score -700242.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -700272.687500 Penalty: 4315.455078
	Iteration 50Q: 3 clusters Score -700272.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -700301.937500 Penalty: 4315.455078
	Iteration 51Q: 3 clusters Score -700301.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -700333.437500 Penalty: 4315.455078
	Iteration 52Q: 3 clusters Score -700333.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -700358.750000 Penalty: 4315.455078
	Iteration 53Q: 3 clusters Score -700358.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -700371.687500 Penalty: 4315.455078
	Iteration 54Q: 3 clusters Score -700371.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -700383.500000 Penalty: 4315.455078
	Iteration 55Q: 3 clusters Score -700383.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -700392.687500 Penalty: 4315.455078
	Iteration 56Q: 3 clusters Score -700392.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -700403.187500 Penalty: 4315.455078
	Iteration 57Q: 3 clusters Score -700403.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -700411.000000 Penalty: 4315.455078
	Iteration 58Q: 3 clusters Score -700411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -700417.812500 Penalty: 4315.455078
	Iteration 59Q: 3 clusters Score -700417.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -700423.625000 Penalty: 4315.455078
	Iteration 60F: 3 clusters Score -700423.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -700429.187500 Penalty: 4315.455078
	Iteration 61Q: 3 clusters Score -700429.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -700433.750000 Penalty: 4315.455078
	Iteration 62Q: 3 clusters Score -700433.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -700434.812500 Penalty: 4315.455078
	Iteration 63Q: 3 clusters Score -700434.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -700436.125000 Penalty: 4315.455078
	Iteration 64Q: 3 clusters Score -700436.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -700442.312500 Penalty: 4315.455078
	Iteration 65Q: 3 clusters Score -700442.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -700446.312500 Penalty: 4315.455078
	Iteration 66Q: 3 clusters Score -700446.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -700448.750000 Penalty: 4315.455078
	Iteration 67Q: 3 clusters Score -700448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -700450.437500 Penalty: 4315.455078
	Iteration 68Q: 3 clusters Score -700450.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -700453.312500 Penalty: 4315.455078
	Iteration 69Q: 3 clusters Score -700453.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -700454.312500 Penalty: 4315.455078
	Iteration 70Q: 3 clusters Score -700454.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -700455.625000 Penalty: 4315.455078
	Iteration 71Q: 3 clusters Score -700455.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -700456.875000 Penalty: 4315.455078
	Iteration 72Q: 3 clusters Score -700456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -700456.187500 Penalty: 4315.455078
	Iteration 73Q: 3 clusters Score -700456.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -700457.125000 Penalty: 4315.455078
	Iteration 74Q: 3 clusters Score -700457.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -700458.375000 Penalty: 4315.455078
	Iteration 75Q: 3 clusters Score -700458.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -700459.250000 Penalty: 4315.455078
	Iteration 76Q: 3 clusters Score -700459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -700459.875000 Penalty: 4315.455078
	Iteration 77Q: 3 clusters Score -700459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -700460.562500 Penalty: 4315.455078
	Iteration 78Q: 3 clusters Score -700460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -700460.875000 Penalty: 4315.455078
	Iteration 79Q: 3 clusters Score -700460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -700461.562500 Penalty: 4315.455078
	Iteration 80F: 3 clusters Score -700461.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Entering Unmasked Estep 
Score: -3772948.500000 Penalty: 2572.416504
	Iteration 0F: 2 clusters Score -3772948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3751123.750000 Penalty: 5144.833008
	Iteration 0F: 3 clusters Score -3751124 nChanged 14318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -3758844.250000 Penalty: 5144.833008
	Iteration 1F: 3 clusters Score -3758844 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3759332.250000 Penalty: 5144.833008
	Iteration 2Q: 3 clusters Score -3759332 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3759863.000000 Penalty: 5144.833008
	Iteration 3Q: 3 clusters Score -3759863 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3760619.750000 Penalty: 5144.833008
	Iteration 4Q: 3 clusters Score -3760620 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3761859.500000 Penalty: 5144.833008
	Iteration 5F: 3 clusters Score -3761860 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3763835.750000 Penalty: 5144.833008
	Iteration 6F: 3 clusters Score -3763836 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3766308.250000 Penalty: 5144.833008
	Iteration 7F: 3 clusters Score -3766308 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3768483.750000 Penalty: 5144.833008
	Iteration 8F: 3 clusters Score -3768484 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -3769713.250000 Penalty: 5144.833008
	Iteration 9Q: 3 clusters Score -3769713 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -3770212.750000 Penalty: 5144.833008
	Iteration 10Q: 3 clusters Score -3770213 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -3770422.750000 Penalty: 5144.833008
	Iteration 11Q: 3 clusters Score -3770423 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -3770506.000000 Penalty: 5144.833008
	Iteration 12Q: 3 clusters Score -3770506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -3770555.000000 Penalty: 5144.833008
	Iteration 13Q: 3 clusters Score -3770555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -3770589.250000 Penalty: 5144.833008
	Iteration 14Q: 3 clusters Score -3770589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -3770610.000000 Penalty: 5144.833008
	Iteration 15Q: 3 clusters Score -3770610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -3770623.750000 Penalty: 5144.833008
	Iteration 16Q: 3 clusters Score -3770624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -3770637.250000 Penalty: 5144.833008
	Iteration 17Q: 3 clusters Score -3770637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -3770646.500000 Penalty: 5144.833008
	Iteration 18Q: 3 clusters Score -3770646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -3770646.750000 Penalty: 5144.833008
	Iteration 19Q: 3 clusters Score -3770647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -3770653.500000 Penalty: 5144.833008
	Iteration 20F: 3 clusters Score -3770654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -3770656.000000 Penalty: 5144.833008
	Iteration 21Q: 3 clusters Score -3770656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -3770660.250000 Penalty: 5144.833008
	Iteration 22Q: 3 clusters Score -3770660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -3770662.750000 Penalty: 5144.833008
	Iteration 23Q: 3 clusters Score -3770663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -3770666.000000 Penalty: 5144.833008
	Iteration 24Q: 3 clusters Score -3770666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3770666.750000 Penalty: 5144.833008
	Iteration 25Q: 3 clusters Score -3770667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3770666.750000 Penalty: 5144.833008
	Iteration 26F: 3 clusters Score -3770667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (60212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Entering Unmasked Estep 
Score: -6987558.000000 Penalty: 2729.395508
	Iteration 0F: 2 clusters Score -6987558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -6947117.500000 Penalty: 5458.791016
	Iteration 0F: 3 clusters Score -6947118 nChanged 28061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -6962662.500000 Penalty: 5458.791016
	Iteration 1F: 3 clusters Score -6962662 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -6963357.500000 Penalty: 5458.791016
	Iteration 2Q: 3 clusters Score -6963358 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -6964207.000000 Penalty: 5458.791016
	Iteration 3Q: 3 clusters Score -6964207 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -6965585.500000 Penalty: 5458.791016
	Iteration 4Q: 3 clusters Score -6965586 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -6967664.500000 Penalty: 5458.791016
	Iteration 5F: 3 clusters Score -6967664 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -6971074.500000 Penalty: 5458.791016
	Iteration 6F: 3 clusters Score -6971074 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -6975617.000000 Penalty: 5458.791016
	Iteration 7F: 3 clusters Score -6975617 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -6979920.000000 Penalty: 5458.791016
	Iteration 8F: 3 clusters Score -6979920 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -6982663.500000 Penalty: 5458.791016
	Iteration 9Q: 3 clusters Score -6982664 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -6984093.500000 Penalty: 5458.791016
	Iteration 10Q: 3 clusters Score -6984094 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -6984631.500000 Penalty: 5458.791016
	Iteration 11Q: 3 clusters Score -6984632 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -6984945.500000 Penalty: 5458.791016
	Iteration 12Q: 3 clusters Score -6984946 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -6985068.000000 Penalty: 5458.791016
	Iteration 13Q: 3 clusters Score -6985068 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -6985155.500000 Penalty: 5458.791016
	Iteration 14Q: 3 clusters Score -6985156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -6985206.500000 Penalty: 5458.791016
	Iteration 15Q: 3 clusters Score -6985206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -6985245.500000 Penalty: 5458.791016
	Iteration 16Q: 3 clusters Score -6985246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -6985256.500000 Penalty: 5458.791016
	Iteration 17Q: 3 clusters Score -6985256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -6985267.000000 Penalty: 5458.791016
	Iteration 18Q: 3 clusters Score -6985267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -6985276.500000 Penalty: 5458.791016
	Iteration 19Q: 3 clusters Score -6985276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -6985282.500000 Penalty: 5458.791016
	Iteration 20F: 3 clusters Score -6985282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -6985286.000000 Penalty: 5458.791016
	Iteration 21Q: 3 clusters Score -6985286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -6985285.500000 Penalty: 5458.791016
	Iteration 22Q: 3 clusters Score -6985286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -6985287.500000 Penalty: 5458.791016
	Iteration 23Q: 3 clusters Score -6985288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -6985288.500000 Penalty: 5458.791016
	Iteration 24Q: 3 clusters Score -6985288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -6985297.500000 Penalty: 5458.791016
	Iteration 25Q: 3 clusters Score -6985298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -6985299.500000 Penalty: 5458.791016
	Iteration 26Q: 3 clusters Score -6985300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -6985303.000000 Penalty: 5458.791016
	Iteration 27Q: 3 clusters Score -6985303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -6985299.500000 Penalty: 5458.791016
	Iteration 28Q: 3 clusters Score -6985300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -6985306.500000 Penalty: 5458.791016
	Iteration 29Q: 3 clusters Score -6985306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -6985313.500000 Penalty: 5458.791016
	Iteration 30Q: 3 clusters Score -6985314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -6985307.000000 Penalty: 5458.791016
	Iteration 31Q: 3 clusters Score -6985307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -6985308.000000 Penalty: 5458.791016
	Iteration 32Q: 3 clusters Score -6985308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -6985308.000000 Penalty: 5458.791016
	Iteration 33Q: 3 clusters Score -6985308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -6985306.000000 Penalty: 5458.791016
	Iteration 34Q: 3 clusters Score -6985306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -6985312.500000 Penalty: 5458.791016
	Iteration 35Q: 3 clusters Score -6985312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -6985312.500000 Penalty: 5458.791016
	Iteration 36F: 3 clusters Score -6985312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Entering Unmasked Estep 
Score: -350548.062500 Penalty: 2006.191650
	Iteration 0F: 2 clusters Score -350548.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -347223.968750 Penalty: 4012.383301
	Iteration 0F: 3 clusters Score -347224 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -348079.312500 Penalty: 4012.383301
	Iteration 1F: 3 clusters Score -348079.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -348427.875000 Penalty: 4012.383301
	Iteration 2F: 3 clusters Score -348427.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -348903.656250 Penalty: 4012.383301
	Iteration 3F: 3 clusters Score -348903.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -349337.593750 Penalty: 4012.383301
	Iteration 4F: 3 clusters Score -349337.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -349732.750000 Penalty: 4012.383301
	Iteration 5F: 3 clusters Score -349732.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -350068.031250 Penalty: 4012.383301
	Iteration 6F: 3 clusters Score -350068 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -350307.500000 Penalty: 4012.383301
	Iteration 7F: 3 clusters Score -350307.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -350466.875000 Penalty: 4012.383301
	Iteration 8Q: 3 clusters Score -350466.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -350566.218750 Penalty: 4012.383301
	Iteration 9Q: 3 clusters Score -350566.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -350649.125000 Penalty: 4012.383301
	Iteration 10Q: 3 clusters Score -350649.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -350729.062500 Penalty: 4012.383301
	Iteration 11Q: 3 clusters Score -350729.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -350776.000000 Penalty: 4012.383301
	Iteration 12Q: 3 clusters Score -350776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -350805.343750 Penalty: 4012.383301
	Iteration 13Q: 3 clusters Score -350805.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -350813.750000 Penalty: 4012.383301
	Iteration 14Q: 3 clusters Score -350813.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -350821.812500 Penalty: 4012.383301
	Iteration 15Q: 3 clusters Score -350821.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -350829.062500 Penalty: 4012.383301
	Iteration 16Q: 3 clusters Score -350829.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -350837.937500 Penalty: 4012.383301
	Iteration 17Q: 3 clusters Score -350837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -350837.937500 Penalty: 4012.383301
	Iteration 18F: 3 clusters Score -350837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 315082 members 
Mstep: Class 4 contains 31795 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 14630 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 12977 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 31973 members 
Mstep: Class 13 contains 60212 members 
Mstep: Class 14 contains 3012 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 51618 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 10689 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61500 members 
Mstep: Class 24 contains 125625 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 735 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92696000.000000 Penalty: 91179.304688
Splitting cluster 14 changes total score from -92699632.000000 to -92696000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (18079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Entering Unmasked Estep 
Score: -2132331.750000 Penalty: 2431.021484
	Iteration 0F: 2 clusters Score -2132332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2119482.500000 Penalty: 4862.042969
	Iteration 0F: 3 clusters Score -2119482 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2123695.000000 Penalty: 4862.042969
	Iteration 1F: 3 clusters Score -2123695 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2124012.500000 Penalty: 4862.042969
	Iteration 2F: 3 clusters Score -2124012 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2124217.000000 Penalty: 4862.042969
	Iteration 3Q: 3 clusters Score -2124217 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2124366.500000 Penalty: 4862.042969
	Iteration 4Q: 3 clusters Score -2124366 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2124487.000000 Penalty: 4862.042969
	Iteration 5Q: 3 clusters Score -2124487 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2124575.750000 Penalty: 4862.042969
	Iteration 6Q: 3 clusters Score -2124576 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2124655.750000 Penalty: 4862.042969
	Iteration 7Q: 3 clusters Score -2124656 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2124742.750000 Penalty: 4862.042969
	Iteration 8Q: 3 clusters Score -2124743 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2124850.000000 Penalty: 4862.042969
	Iteration 9Q: 3 clusters Score -2124850 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2124947.250000 Penalty: 4862.042969
	Iteration 10Q: 3 clusters Score -2124947 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2125062.750000 Penalty: 4862.042969
	Iteration 11Q: 3 clusters Score -2125063 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2125204.250000 Penalty: 4862.042969
	Iteration 12Q: 3 clusters Score -2125204 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2125398.500000 Penalty: 4862.042969
	Iteration 13Q: 3 clusters Score -2125398 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2125648.500000 Penalty: 4862.042969
	Iteration 14Q: 3 clusters Score -2125648 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2126029.750000 Penalty: 4862.042969
	Iteration 15Q: 3 clusters Score -2126030 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2126605.250000 Penalty: 4862.042969
	Iteration 16Q: 3 clusters Score -2126605 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2127361.750000 Penalty: 4862.042969
	Iteration 17F: 3 clusters Score -2127362 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2128208.250000 Penalty: 4862.042969
	Iteration 18F: 3 clusters Score -2128208 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2128937.250000 Penalty: 4862.042969
	Iteration 19Q: 3 clusters Score -2128937 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2129478.000000 Penalty: 4862.042969
	Iteration 20F: 3 clusters Score -2129478 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2129815.000000 Penalty: 4862.042969
	Iteration 21Q: 3 clusters Score -2129815 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2129999.250000 Penalty: 4862.042969
	Iteration 22Q: 3 clusters Score -2129999 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2130108.750000 Penalty: 4862.042969
	Iteration 23Q: 3 clusters Score -2130109 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2130170.000000 Penalty: 4862.042969
	Iteration 24Q: 3 clusters Score -2130170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2130217.250000 Penalty: 4862.042969
	Iteration 25Q: 3 clusters Score -2130217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2130242.750000 Penalty: 4862.042969
	Iteration 26Q: 3 clusters Score -2130243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2130274.750000 Penalty: 4862.042969
	Iteration 27Q: 3 clusters Score -2130275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2130298.250000 Penalty: 4862.042969
	Iteration 28Q: 3 clusters Score -2130298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2130307.000000 Penalty: 4862.042969
	Iteration 29Q: 3 clusters Score -2130307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2130319.250000 Penalty: 4862.042969
	Iteration 30Q: 3 clusters Score -2130319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2130322.000000 Penalty: 4862.042969
	Iteration 31Q: 3 clusters Score -2130322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2130324.500000 Penalty: 4862.042969
	Iteration 32Q: 3 clusters Score -2130324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2130324.750000 Penalty: 4862.042969
	Iteration 33Q: 3 clusters Score -2130325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2130326.250000 Penalty: 4862.042969
	Iteration 34Q: 3 clusters Score -2130326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2130326.250000 Penalty: 4862.042969
	Iteration 35F: 3 clusters Score -2130326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -56395.257812 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -56395.26 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 291 members 
Entering Unmasked Estep 
Score: -54826.082031 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -54826.08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55020.156250 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -55020.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55094.273438 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -55094.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55132.218750 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -55132.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55165.179688 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -55165.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55177.781250 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -55177.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55185.828125 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -55185.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55191.812500 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -55191.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55202.312500 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -55202.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55213.191406 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -55213.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55214.503906 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -55214.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55220.089844 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -55220.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55228.238281 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -55228.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55230.195312 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -55230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55231.269531 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -55231.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55231.269531 Penalty: 3123.366211
	Iteration 15F: 3 clusters Score -55231.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Entering Unmasked Estep 
Score: -5814324.000000 Penalty: 2691.203125
	Iteration 0F: 2 clusters Score -5814324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -5779516.500000 Penalty: 5382.406250
	Iteration 0F: 3 clusters Score -5779516 nChanged 23960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -5793104.000000 Penalty: 5382.406250
	Iteration 1F: 3 clusters Score -5793104 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -5794085.500000 Penalty: 5382.406250
	Iteration 2Q: 3 clusters Score -5794086 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -5795656.000000 Penalty: 5382.406250
	Iteration 3F: 3 clusters Score -5795656 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -5798217.000000 Penalty: 5382.406250
	Iteration 4F: 3 clusters Score -5798217 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -5801566.500000 Penalty: 5382.406250
	Iteration 5F: 3 clusters Score -5801566 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -5804929.500000 Penalty: 5382.406250
	Iteration 6F: 3 clusters Score -5804930 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -5807262.500000 Penalty: 5382.406250
	Iteration 7F: 3 clusters Score -5807262 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -5808491.500000 Penalty: 5382.406250
	Iteration 8Q: 3 clusters Score -5808492 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -5809119.000000 Penalty: 5382.406250
	Iteration 9Q: 3 clusters Score -5809119 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -5809516.000000 Penalty: 5382.406250
	Iteration 10Q: 3 clusters Score -5809516 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -5809788.000000 Penalty: 5382.406250
	Iteration 11Q: 3 clusters Score -5809788 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -5810056.000000 Penalty: 5382.406250
	Iteration 12Q: 3 clusters Score -5810056 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -5810293.500000 Penalty: 5382.406250
	Iteration 13Q: 3 clusters Score -5810294 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -5810543.500000 Penalty: 5382.406250
	Iteration 14Q: 3 clusters Score -5810544 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -5810864.000000 Penalty: 5382.406250
	Iteration 15Q: 3 clusters Score -5810864 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -5811145.500000 Penalty: 5382.406250
	Iteration 16Q: 3 clusters Score -5811146 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -5811382.000000 Penalty: 5382.406250
	Iteration 17Q: 3 clusters Score -5811382 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -5811544.000000 Penalty: 5382.406250
	Iteration 18Q: 3 clusters Score -5811544 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -5811716.500000 Penalty: 5382.406250
	Iteration 19Q: 3 clusters Score -5811716 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -5811834.000000 Penalty: 5382.406250
	Iteration 20F: 3 clusters Score -5811834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -5811902.500000 Penalty: 5382.406250
	Iteration 21Q: 3 clusters Score -5811902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -5811938.500000 Penalty: 5382.406250
	Iteration 22Q: 3 clusters Score -5811938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -5811954.500000 Penalty: 5382.406250
	Iteration 23Q: 3 clusters Score -5811954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -5811985.000000 Penalty: 5382.406250
	Iteration 24Q: 3 clusters Score -5811985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -5812000.000000 Penalty: 5382.406250
	Iteration 25Q: 3 clusters Score -5812000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -5812013.500000 Penalty: 5382.406250
	Iteration 26Q: 3 clusters Score -5812014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -5812025.000000 Penalty: 5382.406250
	Iteration 27Q: 3 clusters Score -5812025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -5812039.500000 Penalty: 5382.406250
	Iteration 28Q: 3 clusters Score -5812040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -5812043.500000 Penalty: 5382.406250
	Iteration 29Q: 3 clusters Score -5812044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -5812045.500000 Penalty: 5382.406250
	Iteration 30Q: 3 clusters Score -5812046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -5812056.000000 Penalty: 5382.406250
	Iteration 31Q: 3 clusters Score -5812056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -5812063.500000 Penalty: 5382.406250
	Iteration 32Q: 3 clusters Score -5812064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -5812063.000000 Penalty: 5382.406250
	Iteration 33Q: 3 clusters Score -5812063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -5812064.500000 Penalty: 5382.406250
	Iteration 34Q: 3 clusters Score -5812064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -5812068.000000 Penalty: 5382.406250
	Iteration 35Q: 3 clusters Score -5812068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -5812069.500000 Penalty: 5382.406250
	Iteration 36Q: 3 clusters Score -5812070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -5812072.500000 Penalty: 5382.406250
	Iteration 37Q: 3 clusters Score -5812072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -5812066.500000 Penalty: 5382.406250
	Iteration 38Q: 3 clusters Score -5812066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -5812066.500000 Penalty: 5382.406250
	Iteration 39F: 3 clusters Score -5812066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Entering Unmasked Estep 
Score: -632545.625000 Penalty: 2140.723389
	Iteration 0F: 2 clusters Score -632545.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -627635.312500 Penalty: 4281.446777
	Iteration 0F: 3 clusters Score -627635.3 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -628874.000000 Penalty: 4281.446777
	Iteration 1F: 3 clusters Score -628874 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -629167.000000 Penalty: 4281.446777
	Iteration 2F: 3 clusters Score -629167 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -629399.250000 Penalty: 4281.446777
	Iteration 3F: 3 clusters Score -629399.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -629573.250000 Penalty: 4281.446777
	Iteration 4Q: 3 clusters Score -629573.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -629695.437500 Penalty: 4281.446777
	Iteration 5Q: 3 clusters Score -629695.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -629783.812500 Penalty: 4281.446777
	Iteration 6Q: 3 clusters Score -629783.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -629865.062500 Penalty: 4281.446777
	Iteration 7Q: 3 clusters Score -629865.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -629927.000000 Penalty: 4281.446777
	Iteration 8Q: 3 clusters Score -629927 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -629976.187500 Penalty: 4281.446777
	Iteration 9Q: 3 clusters Score -629976.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -630012.500000 Penalty: 4281.446777
	Iteration 10Q: 3 clusters Score -630012.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -630047.750000 Penalty: 4281.446777
	Iteration 11Q: 3 clusters Score -630047.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -630081.750000 Penalty: 4281.446777
	Iteration 12Q: 3 clusters Score -630081.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -630106.750000 Penalty: 4281.446777
	Iteration 13Q: 3 clusters Score -630106.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -630137.000000 Penalty: 4281.446777
	Iteration 14Q: 3 clusters Score -630137 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -630180.375000 Penalty: 4281.446777
	Iteration 15Q: 3 clusters Score -630180.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -630219.312500 Penalty: 4281.446777
	Iteration 16Q: 3 clusters Score -630219.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -630250.312500 Penalty: 4281.446777
	Iteration 17Q: 3 clusters Score -630250.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -630291.187500 Penalty: 4281.446777
	Iteration 18Q: 3 clusters Score -630291.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -630324.437500 Penalty: 4281.446777
	Iteration 19Q: 3 clusters Score -630324.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -630350.937500 Penalty: 4281.446777
	Iteration 20F: 3 clusters Score -630350.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -630381.000000 Penalty: 4281.446777
	Iteration 21Q: 3 clusters Score -630381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -630412.375000 Penalty: 4281.446777
	Iteration 22Q: 3 clusters Score -630412.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -630438.812500 Penalty: 4281.446777
	Iteration 23Q: 3 clusters Score -630438.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -630469.687500 Penalty: 4281.446777
	Iteration 24Q: 3 clusters Score -630469.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -630495.562500 Penalty: 4281.446777
	Iteration 25Q: 3 clusters Score -630495.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -630521.562500 Penalty: 4281.446777
	Iteration 26Q: 3 clusters Score -630521.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -630548.375000 Penalty: 4281.446777
	Iteration 27Q: 3 clusters Score -630548.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -630566.562500 Penalty: 4281.446777
	Iteration 28Q: 3 clusters Score -630566.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -630585.250000 Penalty: 4281.446777
	Iteration 29Q: 3 clusters Score -630585.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -630601.562500 Penalty: 4281.446777
	Iteration 30Q: 3 clusters Score -630601.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -630616.875000 Penalty: 4281.446777
	Iteration 31Q: 3 clusters Score -630616.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -630630.937500 Penalty: 4281.446777
	Iteration 32Q: 3 clusters Score -630630.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -630641.500000 Penalty: 4281.446777
	Iteration 33Q: 3 clusters Score -630641.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -630653.687500 Penalty: 4281.446777
	Iteration 34Q: 3 clusters Score -630653.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -630662.687500 Penalty: 4281.446777
	Iteration 35Q: 3 clusters Score -630662.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -630667.750000 Penalty: 4281.446777
	Iteration 36Q: 3 clusters Score -630667.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -630672.312500 Penalty: 4281.446777
	Iteration 37Q: 3 clusters Score -630672.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -630675.562500 Penalty: 4281.446777
	Iteration 38Q: 3 clusters Score -630675.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -630677.687500 Penalty: 4281.446777
	Iteration 39Q: 3 clusters Score -630677.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -630686.250000 Penalty: 4281.446777
	Iteration 40F: 3 clusters Score -630686.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -630694.375000 Penalty: 4281.446777
	Iteration 41Q: 3 clusters Score -630694.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -630700.125000 Penalty: 4281.446777
	Iteration 42Q: 3 clusters Score -630700.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -630704.187500 Penalty: 4281.446777
	Iteration 43Q: 3 clusters Score -630704.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -630708.625000 Penalty: 4281.446777
	Iteration 44Q: 3 clusters Score -630708.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -630709.125000 Penalty: 4281.446777
	Iteration 45Q: 3 clusters Score -630709.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -630714.000000 Penalty: 4281.446777
	Iteration 46Q: 3 clusters Score -630714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -630715.750000 Penalty: 4281.446777
	Iteration 47Q: 3 clusters Score -630715.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -630721.437500 Penalty: 4281.446777
	Iteration 48Q: 3 clusters Score -630721.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -630726.312500 Penalty: 4281.446777
	Iteration 49Q: 3 clusters Score -630726.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -630728.562500 Penalty: 4281.446777
	Iteration 50Q: 3 clusters Score -630728.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -630736.187500 Penalty: 4281.446777
	Iteration 51Q: 3 clusters Score -630736.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -630739.250000 Penalty: 4281.446777
	Iteration 52Q: 3 clusters Score -630739.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -630744.625000 Penalty: 4281.446777
	Iteration 53Q: 3 clusters Score -630744.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -630751.062500 Penalty: 4281.446777
	Iteration 54Q: 3 clusters Score -630751.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -630755.312500 Penalty: 4281.446777
	Iteration 55Q: 3 clusters Score -630755.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -630758.187500 Penalty: 4281.446777
	Iteration 56Q: 3 clusters Score -630758.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -630760.187500 Penalty: 4281.446777
	Iteration 57Q: 3 clusters Score -630760.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -630765.812500 Penalty: 4281.446777
	Iteration 58Q: 3 clusters Score -630765.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -630772.437500 Penalty: 4281.446777
	Iteration 59Q: 3 clusters Score -630772.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -630775.625000 Penalty: 4281.446777
	Iteration 60F: 3 clusters Score -630775.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -630778.562500 Penalty: 4281.446777
	Iteration 61Q: 3 clusters Score -630778.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -630780.750000 Penalty: 4281.446777
	Iteration 62Q: 3 clusters Score -630780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -630781.000000 Penalty: 4281.446777
	Iteration 63Q: 3 clusters Score -630781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -630781.812500 Penalty: 4281.446777
	Iteration 64Q: 3 clusters Score -630781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -630782.750000 Penalty: 4281.446777
	Iteration 65Q: 3 clusters Score -630782.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -630782.750000 Penalty: 4281.446777
	Iteration 66F: 3 clusters Score -630782.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Entering Unmasked Estep 
Score: -1261288.250000 Penalty: 2300.688721
	Iteration 0F: 2 clusters Score -1261288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1253143.750000 Penalty: 4601.377441
	Iteration 0F: 3 clusters Score -1253144 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1255489.875000 Penalty: 4601.377441
	Iteration 1F: 3 clusters Score -1255490 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1255781.750000 Penalty: 4601.377441
	Iteration 2F: 3 clusters Score -1255782 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1255971.875000 Penalty: 4601.377441
	Iteration 3Q: 3 clusters Score -1255972 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1256094.875000 Penalty: 4601.377441
	Iteration 4Q: 3 clusters Score -1256095 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1256209.000000 Penalty: 4601.377441
	Iteration 5Q: 3 clusters Score -1256209 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1256294.250000 Penalty: 4601.377441
	Iteration 6Q: 3 clusters Score -1256294 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1256376.000000 Penalty: 4601.377441
	Iteration 7Q: 3 clusters Score -1256376 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1256447.250000 Penalty: 4601.377441
	Iteration 8Q: 3 clusters Score -1256447 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1256511.500000 Penalty: 4601.377441
	Iteration 9Q: 3 clusters Score -1256512 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1256588.625000 Penalty: 4601.377441
	Iteration 10Q: 3 clusters Score -1256589 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1256668.750000 Penalty: 4601.377441
	Iteration 11Q: 3 clusters Score -1256669 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1256753.500000 Penalty: 4601.377441
	Iteration 12Q: 3 clusters Score -1256754 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1256823.625000 Penalty: 4601.377441
	Iteration 13Q: 3 clusters Score -1256824 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1256908.000000 Penalty: 4601.377441
	Iteration 14Q: 3 clusters Score -1256908 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1256985.250000 Penalty: 4601.377441
	Iteration 15Q: 3 clusters Score -1256985 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1257069.125000 Penalty: 4601.377441
	Iteration 16Q: 3 clusters Score -1257069 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1257175.375000 Penalty: 4601.377441
	Iteration 17Q: 3 clusters Score -1257175 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1257306.625000 Penalty: 4601.377441
	Iteration 18Q: 3 clusters Score -1257307 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1257444.500000 Penalty: 4601.377441
	Iteration 19Q: 3 clusters Score -1257444 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1257598.000000 Penalty: 4601.377441
	Iteration 20F: 3 clusters Score -1257598 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1257752.250000 Penalty: 4601.377441
	Iteration 21Q: 3 clusters Score -1257752 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1257897.625000 Penalty: 4601.377441
	Iteration 22Q: 3 clusters Score -1257898 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1258020.125000 Penalty: 4601.377441
	Iteration 23Q: 3 clusters Score -1258020 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1258121.500000 Penalty: 4601.377441
	Iteration 24Q: 3 clusters Score -1258122 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1258235.875000 Penalty: 4601.377441
	Iteration 25Q: 3 clusters Score -1258236 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1258339.500000 Penalty: 4601.377441
	Iteration 26Q: 3 clusters Score -1258340 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1258444.875000 Penalty: 4601.377441
	Iteration 27Q: 3 clusters Score -1258445 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1258546.000000 Penalty: 4601.377441
	Iteration 28Q: 3 clusters Score -1258546 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1258643.500000 Penalty: 4601.377441
	Iteration 29Q: 3 clusters Score -1258644 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1258726.625000 Penalty: 4601.377441
	Iteration 30Q: 3 clusters Score -1258727 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1258806.250000 Penalty: 4601.377441
	Iteration 31Q: 3 clusters Score -1258806 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1258867.625000 Penalty: 4601.377441
	Iteration 32Q: 3 clusters Score -1258868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1258913.500000 Penalty: 4601.377441
	Iteration 33Q: 3 clusters Score -1258914 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1258954.000000 Penalty: 4601.377441
	Iteration 34Q: 3 clusters Score -1258954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1258996.000000 Penalty: 4601.377441
	Iteration 35Q: 3 clusters Score -1258996 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1259026.250000 Penalty: 4601.377441
	Iteration 36Q: 3 clusters Score -1259026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1259056.375000 Penalty: 4601.377441
	Iteration 37Q: 3 clusters Score -1259056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1259077.125000 Penalty: 4601.377441
	Iteration 38Q: 3 clusters Score -1259077 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1259098.625000 Penalty: 4601.377441
	Iteration 39Q: 3 clusters Score -1259099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1259122.875000 Penalty: 4601.377441
	Iteration 40F: 3 clusters Score -1259123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1259138.375000 Penalty: 4601.377441
	Iteration 41Q: 3 clusters Score -1259138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1259157.375000 Penalty: 4601.377441
	Iteration 42Q: 3 clusters Score -1259157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1259179.000000 Penalty: 4601.377441
	Iteration 43Q: 3 clusters Score -1259179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1259197.125000 Penalty: 4601.377441
	Iteration 44Q: 3 clusters Score -1259197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1259207.875000 Penalty: 4601.377441
	Iteration 45Q: 3 clusters Score -1259208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1259213.125000 Penalty: 4601.377441
	Iteration 46Q: 3 clusters Score -1259213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1259228.750000 Penalty: 4601.377441
	Iteration 47Q: 3 clusters Score -1259229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1259239.625000 Penalty: 4601.377441
	Iteration 48Q: 3 clusters Score -1259240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1259245.875000 Penalty: 4601.377441
	Iteration 49Q: 3 clusters Score -1259246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1259256.875000 Penalty: 4601.377441
	Iteration 50Q: 3 clusters Score -1259257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1259262.375000 Penalty: 4601.377441
	Iteration 51Q: 3 clusters Score -1259262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1259267.625000 Penalty: 4601.377441
	Iteration 52Q: 3 clusters Score -1259268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1259273.500000 Penalty: 4601.377441
	Iteration 53Q: 3 clusters Score -1259274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1259276.000000 Penalty: 4601.377441
	Iteration 54Q: 3 clusters Score -1259276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1259279.250000 Penalty: 4601.377441
	Iteration 55Q: 3 clusters Score -1259279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1259283.125000 Penalty: 4601.377441
	Iteration 56Q: 3 clusters Score -1259283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1259284.750000 Penalty: 4601.377441
	Iteration 57Q: 3 clusters Score -1259285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1259286.500000 Penalty: 4601.377441
	Iteration 58Q: 3 clusters Score -1259286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1259293.125000 Penalty: 4601.377441
	Iteration 59Q: 3 clusters Score -1259293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1259292.875000 Penalty: 4601.377441
	Iteration 60F: 3 clusters Score -1259293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1259293.500000 Penalty: 4601.377441
	Iteration 61Q: 3 clusters Score -1259294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1259293.500000 Penalty: 4601.377441
	Iteration 62F: 3 clusters Score -1259294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -68239.820312 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -68239.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66583.437500 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -66583.44 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66773.382812 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -66773.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66841.546875 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -66841.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66871.906250 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -66871.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66890.703125 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -66890.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66903.093750 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -66903.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66913.640625 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -66913.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66919.968750 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -66919.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66921.976562 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -66921.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66921.976562 Penalty: 3192.330566
	Iteration 9F: 3 clusters Score -66921.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Entering Unmasked Estep 
Score: -75572.875000 Penalty: 1650.549194
	Iteration 0F: 2 clusters Score -75572.88 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 407 members 
Entering Unmasked Estep 
Score: -73856.742188 Penalty: 3301.098389
	Iteration 0F: 3 clusters Score -73856.74 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -74364.953125 Penalty: 3301.098389
	Iteration 1F: 3 clusters Score -74364.95 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -74618.296875 Penalty: 3301.098389
	Iteration 2F: 3 clusters Score -74618.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -74777.515625 Penalty: 3301.098389
	Iteration 3F: 3 clusters Score -74777.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -74955.296875 Penalty: 3301.098389
	Iteration 4F: 3 clusters Score -74955.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75108.031250 Penalty: 3301.098389
	Iteration 5Q: 3 clusters Score -75108.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75277.398438 Penalty: 3301.098389
	Iteration 6Q: 3 clusters Score -75277.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75598.343750 Penalty: 3301.098389
	Iteration 7F: 3 clusters Score -75598.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75966.656250 Penalty: 3301.098389
	Iteration 8Q: 3 clusters Score -75966.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76060.500000 Penalty: 3301.098389
	Iteration 9Q: 3 clusters Score -76060.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -76179.554688 Penalty: 3301.098389
	Iteration 10Q: 3 clusters Score -76179.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -76388.546875 Penalty: 3301.098389
	Iteration 11Q: 3 clusters Score -76388.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -76656.093750 Penalty: 3301.098389
	Iteration 12Q: 3 clusters Score -76656.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76706.875000 Penalty: 3301.098389
	Iteration 13Q: 3 clusters Score -76706.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -76790.210938 Penalty: 3301.098389
	Iteration 14Q: 3 clusters Score -76790.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76847.507812 Penalty: 3301.098389
	Iteration 15Q: 3 clusters Score -76847.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76847.507812 Penalty: 3301.098389
	Iteration 16F: 3 clusters Score -76847.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 315082 members 
Mstep: Class 4 contains 31795 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 14630 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 12977 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 31973 members 
Mstep: Class 13 contains 60212 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 51618 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 10689 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 305 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61500 members 
Mstep: Class 24 contains 125625 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 735 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92696512.000000 Penalty: 91179.304688
Splitting cluster 21 changes total score from -92699632.000000 to -92696512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -110955.218750 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -110955.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -108957.867188 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -108957.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -109429.171875 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -109429.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -109846.921875 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -109846.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -110371.273438 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -110371.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -110871.679688 Penalty: 3461.656006
	Iteration 4F: 3 clusters Score -110871.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -111521.773438 Penalty: 3461.656006
	Iteration 5F: 3 clusters Score -111521.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -111699.078125 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -111699.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -111781.531250 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -111781.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -111858.453125 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -111858.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -111985.460938 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -111985.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -112099.312500 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -112099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -112101.414062 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -112101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -112101.414062 Penalty: 3461.656006
	Iteration 12F: 3 clusters Score -112101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 677 members 
Mstep: Class 3 contains 315082 members 
Mstep: Class 4 contains 31795 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 14630 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 12977 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 31973 members 
Mstep: Class 13 contains 60212 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 51618 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 10689 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 61500 members 
Mstep: Class 24 contains 125625 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 735 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92696496.000000 Penalty: 91179.304688
Splitting cluster 22 changes total score from -92699632.000000 to -92696496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (61500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Entering Unmasked Estep 
Score: -7243588.000000 Penalty: 2734.644531
	Iteration 0F: 2 clusters Score -7243588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -7202226.500000 Penalty: 5469.289062
	Iteration 0F: 3 clusters Score -7202226 nChanged 28686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -7217987.500000 Penalty: 5469.289062
	Iteration 1F: 3 clusters Score -7217988 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -7218578.500000 Penalty: 5469.289062
	Iteration 2Q: 3 clusters Score -7218578 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -7219030.500000 Penalty: 5469.289062
	Iteration 3Q: 3 clusters Score -7219030 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -7219558.500000 Penalty: 5469.289062
	Iteration 4Q: 3 clusters Score -7219558 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -7220155.500000 Penalty: 5469.289062
	Iteration 5Q: 3 clusters Score -7220156 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -7220815.500000 Penalty: 5469.289062
	Iteration 6Q: 3 clusters Score -7220816 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -7221935.500000 Penalty: 5469.289062
	Iteration 7Q: 3 clusters Score -7221936 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -7223648.000000 Penalty: 5469.289062
	Iteration 8Q: 3 clusters Score -7223648 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -7226090.000000 Penalty: 5469.289062
	Iteration 9F: 3 clusters Score -7226090 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -7229050.000000 Penalty: 5469.289062
	Iteration 10F: 3 clusters Score -7229050 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -7230868.000000 Penalty: 5469.289062
	Iteration 11F: 3 clusters Score -7230868 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -7231613.000000 Penalty: 5469.289062
	Iteration 12Q: 3 clusters Score -7231613 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -7231897.000000 Penalty: 5469.289062
	Iteration 13Q: 3 clusters Score -7231897 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -7232081.500000 Penalty: 5469.289062
	Iteration 14Q: 3 clusters Score -7232082 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -7232280.500000 Penalty: 5469.289062
	Iteration 15Q: 3 clusters Score -7232280 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -7232422.000000 Penalty: 5469.289062
	Iteration 16Q: 3 clusters Score -7232422 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -7232621.000000 Penalty: 5469.289062
	Iteration 17Q: 3 clusters Score -7232621 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -7232782.000000 Penalty: 5469.289062
	Iteration 18Q: 3 clusters Score -7232782 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -7232907.500000 Penalty: 5469.289062
	Iteration 19Q: 3 clusters Score -7232908 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -7233087.000000 Penalty: 5469.289062
	Iteration 20F: 3 clusters Score -7233087 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -7233217.500000 Penalty: 5469.289062
	Iteration 21Q: 3 clusters Score -7233218 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -7233396.500000 Penalty: 5469.289062
	Iteration 22Q: 3 clusters Score -7233396 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -7233488.000000 Penalty: 5469.289062
	Iteration 23Q: 3 clusters Score -7233488 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -7233601.000000 Penalty: 5469.289062
	Iteration 24Q: 3 clusters Score -7233601 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -7233771.000000 Penalty: 5469.289062
	Iteration 25Q: 3 clusters Score -7233771 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -7233910.000000 Penalty: 5469.289062
	Iteration 26Q: 3 clusters Score -7233910 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -7234054.500000 Penalty: 5469.289062
	Iteration 27Q: 3 clusters Score -7234054 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -7234173.500000 Penalty: 5469.289062
	Iteration 28Q: 3 clusters Score -7234174 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -7234297.500000 Penalty: 5469.289062
	Iteration 29Q: 3 clusters Score -7234298 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -7234426.500000 Penalty: 5469.289062
	Iteration 30Q: 3 clusters Score -7234426 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -7234551.500000 Penalty: 5469.289062
	Iteration 31Q: 3 clusters Score -7234552 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -7234679.000000 Penalty: 5469.289062
	Iteration 32Q: 3 clusters Score -7234679 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -7234800.000000 Penalty: 5469.289062
	Iteration 33Q: 3 clusters Score -7234800 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -7234897.500000 Penalty: 5469.289062
	Iteration 34Q: 3 clusters Score -7234898 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -7235032.000000 Penalty: 5469.289062
	Iteration 35Q: 3 clusters Score -7235032 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -7235147.500000 Penalty: 5469.289062
	Iteration 36Q: 3 clusters Score -7235148 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -7235246.000000 Penalty: 5469.289062
	Iteration 37Q: 3 clusters Score -7235246 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -7235335.500000 Penalty: 5469.289062
	Iteration 38Q: 3 clusters Score -7235336 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -7235412.500000 Penalty: 5469.289062
	Iteration 39Q: 3 clusters Score -7235412 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -7235521.000000 Penalty: 5469.289062
	Iteration 40F: 3 clusters Score -7235521 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -7235616.500000 Penalty: 5469.289062
	Iteration 41Q: 3 clusters Score -7235616 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -7235687.500000 Penalty: 5469.289062
	Iteration 42Q: 3 clusters Score -7235688 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -7235759.500000 Penalty: 5469.289062
	Iteration 43Q: 3 clusters Score -7235760 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -7235843.000000 Penalty: 5469.289062
	Iteration 44Q: 3 clusters Score -7235843 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -7235958.000000 Penalty: 5469.289062
	Iteration 45Q: 3 clusters Score -7235958 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -7236052.500000 Penalty: 5469.289062
	Iteration 46Q: 3 clusters Score -7236052 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -7236150.500000 Penalty: 5469.289062
	Iteration 47Q: 3 clusters Score -7236150 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -7236258.500000 Penalty: 5469.289062
	Iteration 48Q: 3 clusters Score -7236258 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -7236340.000000 Penalty: 5469.289062
	Iteration 49Q: 3 clusters Score -7236340 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -7236429.000000 Penalty: 5469.289062
	Iteration 50Q: 3 clusters Score -7236429 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -7236541.000000 Penalty: 5469.289062
	Iteration 51Q: 3 clusters Score -7236541 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -7236621.000000 Penalty: 5469.289062
	Iteration 52Q: 3 clusters Score -7236621 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -7236757.500000 Penalty: 5469.289062
	Iteration 53Q: 3 clusters Score -7236758 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -7236874.000000 Penalty: 5469.289062
	Iteration 54Q: 3 clusters Score -7236874 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -7236978.500000 Penalty: 5469.289062
	Iteration 55Q: 3 clusters Score -7236978 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -7237065.000000 Penalty: 5469.289062
	Iteration 56Q: 3 clusters Score -7237065 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -7237185.500000 Penalty: 5469.289062
	Iteration 57Q: 3 clusters Score -7237186 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -7237342.500000 Penalty: 5469.289062
	Iteration 58Q: 3 clusters Score -7237342 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -7237489.500000 Penalty: 5469.289062
	Iteration 59Q: 3 clusters Score -7237490 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -7237609.500000 Penalty: 5469.289062
	Iteration 60F: 3 clusters Score -7237610 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -7237792.500000 Penalty: 5469.289062
	Iteration 61Q: 3 clusters Score -7237792 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -7237972.000000 Penalty: 5469.289062
	Iteration 62Q: 3 clusters Score -7237972 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -7238107.000000 Penalty: 5469.289062
	Iteration 63Q: 3 clusters Score -7238107 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -7238244.000000 Penalty: 5469.289062
	Iteration 64Q: 3 clusters Score -7238244 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -7238436.000000 Penalty: 5469.289062
	Iteration 65Q: 3 clusters Score -7238436 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -7238606.000000 Penalty: 5469.289062
	Iteration 66Q: 3 clusters Score -7238606 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -7238822.000000 Penalty: 5469.289062
	Iteration 67Q: 3 clusters Score -7238822 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -7239021.000000 Penalty: 5469.289062
	Iteration 68Q: 3 clusters Score -7239021 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -7239235.500000 Penalty: 5469.289062
	Iteration 69Q: 3 clusters Score -7239236 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -7239437.500000 Penalty: 5469.289062
	Iteration 70Q: 3 clusters Score -7239438 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -7239645.000000 Penalty: 5469.289062
	Iteration 71Q: 3 clusters Score -7239645 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -7239826.500000 Penalty: 5469.289062
	Iteration 72Q: 3 clusters Score -7239826 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -7240010.500000 Penalty: 5469.289062
	Iteration 73Q: 3 clusters Score -7240010 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -7240140.500000 Penalty: 5469.289062
	Iteration 74Q: 3 clusters Score -7240140 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -7240269.000000 Penalty: 5469.289062
	Iteration 75Q: 3 clusters Score -7240269 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -7240390.000000 Penalty: 5469.289062
	Iteration 76Q: 3 clusters Score -7240390 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -7240483.500000 Penalty: 5469.289062
	Iteration 77Q: 3 clusters Score -7240484 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -7240620.500000 Penalty: 5469.289062
	Iteration 78Q: 3 clusters Score -7240620 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -7240717.500000 Penalty: 5469.289062
	Iteration 79Q: 3 clusters Score -7240718 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7240793.000000 Penalty: 5469.289062
	Iteration 80F: 3 clusters Score -7240793 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7240871.500000 Penalty: 5469.289062
	Iteration 81Q: 3 clusters Score -7240872 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7240916.500000 Penalty: 5469.289062
	Iteration 82Q: 3 clusters Score -7240916 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7241003.500000 Penalty: 5469.289062
	Iteration 83Q: 3 clusters Score -7241004 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -7241047.500000 Penalty: 5469.289062
	Iteration 84Q: 3 clusters Score -7241048 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7241069.000000 Penalty: 5469.289062
	Iteration 85Q: 3 clusters Score -7241069 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7241100.500000 Penalty: 5469.289062
	Iteration 86Q: 3 clusters Score -7241100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7241127.500000 Penalty: 5469.289062
	Iteration 87Q: 3 clusters Score -7241128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7241155.500000 Penalty: 5469.289062
	Iteration 88Q: 3 clusters Score -7241156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7241172.500000 Penalty: 5469.289062
	Iteration 89Q: 3 clusters Score -7241172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7241175.500000 Penalty: 5469.289062
	Iteration 90Q: 3 clusters Score -7241176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7241195.000000 Penalty: 5469.289062
	Iteration 91Q: 3 clusters Score -7241195 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7241199.500000 Penalty: 5469.289062
	Iteration 92Q: 3 clusters Score -7241200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7241220.000000 Penalty: 5469.289062
	Iteration 93Q: 3 clusters Score -7241220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7241236.500000 Penalty: 5469.289062
	Iteration 94Q: 3 clusters Score -7241236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7241245.000000 Penalty: 5469.289062
	Iteration 95Q: 3 clusters Score -7241245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7241242.500000 Penalty: 5469.289062
	Iteration 96Q: 3 clusters Score -7241242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7241247.500000 Penalty: 5469.289062
	Iteration 97Q: 3 clusters Score -7241248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7241249.000000 Penalty: 5469.289062
	Iteration 98Q: 3 clusters Score -7241249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7241251.000000 Penalty: 5469.289062
	Iteration 99Q: 3 clusters Score -7241251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7241260.500000 Penalty: 5469.289062
	Iteration 100F: 3 clusters Score -7241260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7241270.000000 Penalty: 5469.289062
	Iteration 101Q: 3 clusters Score -7241270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7241267.000000 Penalty: 5469.289062
	Iteration 102Q: 3 clusters Score -7241267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7241272.000000 Penalty: 5469.289062
	Iteration 103Q: 3 clusters Score -7241272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7241270.500000 Penalty: 5469.289062
	Iteration 104Q: 3 clusters Score -7241270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7241273.500000 Penalty: 5469.289062
	Iteration 105Q: 3 clusters Score -7241274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7241287.000000 Penalty: 5469.289062
	Iteration 106Q: 3 clusters Score -7241287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7241284.000000 Penalty: 5469.289062
	Iteration 107Q: 3 clusters Score -7241284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7241281.000000 Penalty: 5469.289062
	Iteration 108Q: 3 clusters Score -7241281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7241283.000000 Penalty: 5469.289062
	Iteration 109Q: 3 clusters Score -7241283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7241282.500000 Penalty: 5469.289062
	Iteration 110Q: 3 clusters Score -7241282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7241282.500000 Penalty: 5469.289062
	Iteration 111Q: 3 clusters Score -7241282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7241286.000000 Penalty: 5469.289062
	Iteration 112Q: 3 clusters Score -7241286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7241286.000000 Penalty: 5469.289062
	Iteration 113Q: 3 clusters Score -7241286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7241285.000000 Penalty: 5469.289062
	Iteration 114Q: 3 clusters Score -7241285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7241283.500000 Penalty: 5469.289062
	Iteration 115Q: 3 clusters Score -7241284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7241282.000000 Penalty: 5469.289062
	Iteration 116Q: 3 clusters Score -7241282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7241283.500000 Penalty: 5469.289062
	Iteration 117Q: 3 clusters Score -7241284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7241284.500000 Penalty: 5469.289062
	Iteration 118Q: 3 clusters Score -7241284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7241284.500000 Penalty: 5469.289062
	Iteration 119F: 3 clusters Score -7241284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (125625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125625 members 
Entering Unmasked Estep 
Score: -14495363.000000 Penalty: 2911.781982
	Iteration 0F: 2 clusters Score -1.449536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -14411451.000000 Penalty: 5823.563965
	Iteration 0F: 3 clusters Score -1.441145e+07 nChanged 59801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -14445556.000000 Penalty: 5823.563965
	Iteration 1F: 3 clusters Score -1.444556e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -14446758.000000 Penalty: 5823.563965
	Iteration 2Q: 3 clusters Score -1.444676e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -14448313.000000 Penalty: 5823.563965
	Iteration 3Q: 3 clusters Score -1.444831e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 67522 members 
Entering Unmasked Estep 
Score: -14450648.000000 Penalty: 5823.563965
	Iteration 4Q: 3 clusters Score -1.445065e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
Score: -14453764.000000 Penalty: 5823.563965
	Iteration 5F: 3 clusters Score -1.445376e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -14458150.000000 Penalty: 5823.563965
	Iteration 6F: 3 clusters Score -1.445815e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -14463977.000000 Penalty: 5823.563965
	Iteration 7F: 3 clusters Score -1.446398e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -14471619.000000 Penalty: 5823.563965
	Iteration 8F: 3 clusters Score -1.447162e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 89857 members 
Entering Unmasked Estep 
Score: -14478770.000000 Penalty: 5823.563965
	Iteration 9F: 3 clusters Score -1.447877e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 93190 members 
Entering Unmasked Estep 
Score: -14482935.000000 Penalty: 5823.563965
	Iteration 10Q: 3 clusters Score -1.448294e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 95508 members 
Entering Unmasked Estep 
Score: -14484783.000000 Penalty: 5823.563965
	Iteration 11Q: 3 clusters Score -1.448478e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 97454 members 
Entering Unmasked Estep 
Score: -14485777.000000 Penalty: 5823.563965
	Iteration 12Q: 3 clusters Score -1.448578e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
Score: -14486552.000000 Penalty: 5823.563965
	Iteration 13Q: 3 clusters Score -1.448655e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 100736 members 
Entering Unmasked Estep 
Score: -14487135.000000 Penalty: 5823.563965
	Iteration 14Q: 3 clusters Score -1.448714e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 102271 members 
Entering Unmasked Estep 
Score: -14487747.000000 Penalty: 5823.563965
	Iteration 15Q: 3 clusters Score -1.448775e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 103709 members 
Entering Unmasked Estep 
Score: -14488318.000000 Penalty: 5823.563965
	Iteration 16Q: 3 clusters Score -1.448832e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -14488760.000000 Penalty: 5823.563965
	Iteration 17Q: 3 clusters Score -1.448876e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 106473 members 
Entering Unmasked Estep 
Score: -14489210.000000 Penalty: 5823.563965
	Iteration 18Q: 3 clusters Score -1.448921e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 107754 members 
Entering Unmasked Estep 
Score: -14489668.000000 Penalty: 5823.563965
	Iteration 19Q: 3 clusters Score -1.448967e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 108987 members 
Entering Unmasked Estep 
Score: -14490028.000000 Penalty: 5823.563965
	Iteration 20F: 3 clusters Score -1.449003e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 110151 members 
Entering Unmasked Estep 
Score: -14490320.000000 Penalty: 5823.563965
	Iteration 21Q: 3 clusters Score -1.449032e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 111255 members 
Entering Unmasked Estep 
Score: -14490787.000000 Penalty: 5823.563965
	Iteration 22Q: 3 clusters Score -1.449079e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 112343 members 
Entering Unmasked Estep 
Score: -14491093.000000 Penalty: 5823.563965
	Iteration 23Q: 3 clusters Score -1.449109e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 113349 members 
Entering Unmasked Estep 
Score: -14491388.000000 Penalty: 5823.563965
	Iteration 24Q: 3 clusters Score -1.449139e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 114287 members 
Entering Unmasked Estep 
Score: -14491665.000000 Penalty: 5823.563965
	Iteration 25Q: 3 clusters Score -1.449166e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 115164 members 
Entering Unmasked Estep 
Score: -14491937.000000 Penalty: 5823.563965
	Iteration 26Q: 3 clusters Score -1.449194e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 115950 members 
Entering Unmasked Estep 
Score: -14492174.000000 Penalty: 5823.563965
	Iteration 27Q: 3 clusters Score -1.449217e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 116656 members 
Entering Unmasked Estep 
Score: -14492339.000000 Penalty: 5823.563965
	Iteration 28Q: 3 clusters Score -1.449234e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 117306 members 
Entering Unmasked Estep 
Score: -14492493.000000 Penalty: 5823.563965
	Iteration 29Q: 3 clusters Score -1.449249e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 117916 members 
Entering Unmasked Estep 
Score: -14492714.000000 Penalty: 5823.563965
	Iteration 30Q: 3 clusters Score -1.449271e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 118476 members 
Entering Unmasked Estep 
Score: -14492876.000000 Penalty: 5823.563965
	Iteration 31Q: 3 clusters Score -1.449288e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 118974 members 
Entering Unmasked Estep 
Score: -14493016.000000 Penalty: 5823.563965
	Iteration 32Q: 3 clusters Score -1.449302e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 119410 members 
Entering Unmasked Estep 
Score: -14493219.000000 Penalty: 5823.563965
	Iteration 33Q: 3 clusters Score -1.449322e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 119811 members 
Entering Unmasked Estep 
Score: -14493248.000000 Penalty: 5823.563965
	Iteration 34Q: 3 clusters Score -1.449325e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 120160 members 
Entering Unmasked Estep 
Score: -14493354.000000 Penalty: 5823.563965
	Iteration 35Q: 3 clusters Score -1.449335e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 120468 members 
Entering Unmasked Estep 
Score: -14493419.000000 Penalty: 5823.563965
	Iteration 36Q: 3 clusters Score -1.449342e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 120744 members 
Entering Unmasked Estep 
Score: -14493493.000000 Penalty: 5823.563965
	Iteration 37Q: 3 clusters Score -1.449349e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 120966 members 
Entering Unmasked Estep 
Score: -14493560.000000 Penalty: 5823.563965
	Iteration 38Q: 3 clusters Score -1.449356e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 121156 members 
Entering Unmasked Estep 
Score: -14493542.000000 Penalty: 5823.563965
	Iteration 39Q: 3 clusters Score -1.449354e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 121335 members 
Entering Unmasked Estep 
Score: -14493583.000000 Penalty: 5823.563965
	Iteration 40F: 3 clusters Score -1.449358e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 121487 members 
Entering Unmasked Estep 
Score: -14493643.000000 Penalty: 5823.563965
	Iteration 41Q: 3 clusters Score -1.449364e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 121616 members 
Entering Unmasked Estep 
Score: -14493651.000000 Penalty: 5823.563965
	Iteration 42Q: 3 clusters Score -1.449365e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 121725 members 
Entering Unmasked Estep 
Score: -14493705.000000 Penalty: 5823.563965
	Iteration 43Q: 3 clusters Score -1.44937e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 121827 members 
Entering Unmasked Estep 
Score: -14493718.000000 Penalty: 5823.563965
	Iteration 44Q: 3 clusters Score -1.449372e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 121911 members 
Entering Unmasked Estep 
Score: -14493744.000000 Penalty: 5823.563965
	Iteration 45Q: 3 clusters Score -1.449374e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 121990 members 
Entering Unmasked Estep 
Score: -14493764.000000 Penalty: 5823.563965
	Iteration 46Q: 3 clusters Score -1.449376e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 122054 members 
Entering Unmasked Estep 
Score: -14493773.000000 Penalty: 5823.563965
	Iteration 47Q: 3 clusters Score -1.449377e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 122116 members 
Entering Unmasked Estep 
Score: -14493756.000000 Penalty: 5823.563965
	Iteration 48Q: 3 clusters Score -1.449376e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 122179 members 
Entering Unmasked Estep 
Score: -14493775.000000 Penalty: 5823.563965
	Iteration 49Q: 3 clusters Score -1.449378e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 122225 members 
Entering Unmasked Estep 
Score: -14493764.000000 Penalty: 5823.563965
	Iteration 50Q: 3 clusters Score -1.449376e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 122265 members 
Entering Unmasked Estep 
Score: -14493792.000000 Penalty: 5823.563965
	Iteration 51Q: 3 clusters Score -1.449379e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 122302 members 
Entering Unmasked Estep 
Score: -14493783.000000 Penalty: 5823.563965
	Iteration 52Q: 3 clusters Score -1.449378e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 122340 members 
Entering Unmasked Estep 
Score: -14493808.000000 Penalty: 5823.563965
	Iteration 53Q: 3 clusters Score -1.449381e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 122370 members 
Entering Unmasked Estep 
Score: -14493831.000000 Penalty: 5823.563965
	Iteration 54Q: 3 clusters Score -1.449383e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 122396 members 
Entering Unmasked Estep 
Score: -14493837.000000 Penalty: 5823.563965
	Iteration 55Q: 3 clusters Score -1.449384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 122421 members 
Entering Unmasked Estep 
Score: -14493824.000000 Penalty: 5823.563965
	Iteration 56Q: 3 clusters Score -1.449382e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 122453 members 
Entering Unmasked Estep 
Score: -14493831.000000 Penalty: 5823.563965
	Iteration 57Q: 3 clusters Score -1.449383e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -14493842.000000 Penalty: 5823.563965
	Iteration 58Q: 3 clusters Score -1.449384e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 122505 members 
Entering Unmasked Estep 
Score: -14493836.000000 Penalty: 5823.563965
	Iteration 59Q: 3 clusters Score -1.449384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 122524 members 
Entering Unmasked Estep 
Score: -14493866.000000 Penalty: 5823.563965
	Iteration 60F: 3 clusters Score -1.449387e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 122552 members 
Entering Unmasked Estep 
Score: -14493851.000000 Penalty: 5823.563965
	Iteration 61Q: 3 clusters Score -1.449385e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 122581 members 
Entering Unmasked Estep 
Score: -14493838.000000 Penalty: 5823.563965
	Iteration 62Q: 3 clusters Score -1.449384e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 122613 members 
Entering Unmasked Estep 
Score: -14493822.000000 Penalty: 5823.563965
	Iteration 63Q: 3 clusters Score -1.449382e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 122641 members 
Entering Unmasked Estep 
Score: -14493849.000000 Penalty: 5823.563965
	Iteration 64Q: 3 clusters Score -1.449385e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 122668 members 
Entering Unmasked Estep 
Score: -14493846.000000 Penalty: 5823.563965
	Iteration 65Q: 3 clusters Score -1.449385e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 122690 members 
Entering Unmasked Estep 
Score: -14493841.000000 Penalty: 5823.563965
	Iteration 66Q: 3 clusters Score -1.449384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 122712 members 
Entering Unmasked Estep 
Score: -14493833.000000 Penalty: 5823.563965
	Iteration 67Q: 3 clusters Score -1.449383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 122731 members 
Entering Unmasked Estep 
Score: -14493822.000000 Penalty: 5823.563965
	Iteration 68Q: 3 clusters Score -1.449382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 122745 members 
Entering Unmasked Estep 
Score: -14493842.000000 Penalty: 5823.563965
	Iteration 69Q: 3 clusters Score -1.449384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 122754 members 
Entering Unmasked Estep 
Score: -14493852.000000 Penalty: 5823.563965
	Iteration 70Q: 3 clusters Score -1.449385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 122761 members 
Entering Unmasked Estep 
Score: -14493864.000000 Penalty: 5823.563965
	Iteration 71Q: 3 clusters Score -1.449386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 122769 members 
Entering Unmasked Estep 
Score: -14493854.000000 Penalty: 5823.563965
	Iteration 72Q: 3 clusters Score -1.449385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 122771 members 
Entering Unmasked Estep 
Score: -14493855.000000 Penalty: 5823.563965
	Iteration 73Q: 3 clusters Score -1.449386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 122774 members 
Entering Unmasked Estep 
Score: -14493867.000000 Penalty: 5823.563965
	Iteration 74Q: 3 clusters Score -1.449387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 122775 members 
Entering Unmasked Estep 
Score: -14493868.000000 Penalty: 5823.563965
	Iteration 75Q: 3 clusters Score -1.449387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 122776 members 
Entering Unmasked Estep 
Score: -14493861.000000 Penalty: 5823.563965
	Iteration 76Q: 3 clusters Score -1.449386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 122781 members 
Entering Unmasked Estep 
Score: -14493861.000000 Penalty: 5823.563965
	Iteration 77Q: 3 clusters Score -1.449386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 122783 members 
Entering Unmasked Estep 
Score: -14493861.000000 Penalty: 5823.563965
	Iteration 78Q: 3 clusters Score -1.449386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 122787 members 
Entering Unmasked Estep 
Score: -14493862.000000 Penalty: 5823.563965
	Iteration 79Q: 3 clusters Score -1.449386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 122789 members 
Entering Unmasked Estep 
Score: -14493853.000000 Penalty: 5823.563965
	Iteration 80F: 3 clusters Score -1.449385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 122792 members 
Entering Unmasked Estep 
Score: -14493857.000000 Penalty: 5823.563965
	Iteration 81Q: 3 clusters Score -1.449386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 122793 members 
Entering Unmasked Estep 
Score: -14493857.000000 Penalty: 5823.563965
	Iteration 82Q: 3 clusters Score -1.449386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 122793 members 
Entering Unmasked Estep 
Score: -14493857.000000 Penalty: 5823.563965
	Iteration 83F: 3 clusters Score -1.449386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -245039.625000 Penalty: 1899.708374
	Iteration 0F: 2 clusters Score -245039.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -242295.734375 Penalty: 3799.416748
	Iteration 0F: 3 clusters Score -242295.7 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -242789.406250 Penalty: 3799.416748
	Iteration 1F: 3 clusters Score -242789.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -242896.953125 Penalty: 3799.416748
	Iteration 2F: 3 clusters Score -242897 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -242973.359375 Penalty: 3799.416748
	Iteration 3Q: 3 clusters Score -242973.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -243025.703125 Penalty: 3799.416748
	Iteration 4Q: 3 clusters Score -243025.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -243064.187500 Penalty: 3799.416748
	Iteration 5Q: 3 clusters Score -243064.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -243094.828125 Penalty: 3799.416748
	Iteration 6Q: 3 clusters Score -243094.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -243113.734375 Penalty: 3799.416748
	Iteration 7Q: 3 clusters Score -243113.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -243124.437500 Penalty: 3799.416748
	Iteration 8Q: 3 clusters Score -243124.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -243131.625000 Penalty: 3799.416748
	Iteration 9Q: 3 clusters Score -243131.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -243138.015625 Penalty: 3799.416748
	Iteration 10Q: 3 clusters Score -243138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -243146.218750 Penalty: 3799.416748
	Iteration 11Q: 3 clusters Score -243146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -243152.328125 Penalty: 3799.416748
	Iteration 12Q: 3 clusters Score -243152.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -243157.984375 Penalty: 3799.416748
	Iteration 13Q: 3 clusters Score -243158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -243159.437500 Penalty: 3799.416748
	Iteration 14Q: 3 clusters Score -243159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -243160.921875 Penalty: 3799.416748
	Iteration 15Q: 3 clusters Score -243160.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -243160.921875 Penalty: 3799.416748
	Iteration 16F: 3 clusters Score -243160.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -69912.640625 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -69912.64 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 374 members 
Entering Unmasked Estep 
Score: -68317.539062 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -68317.54 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69441.648438 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -69441.65 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -70373.273438 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -70373.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -70683.898438 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -70683.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -70791.359375 Penalty: 3273.535889
	Iteration 4Q: 3 clusters Score -70791.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -70830.843750 Penalty: 3273.535889
	Iteration 5Q: 3 clusters Score -70830.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -70845.726562 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -70845.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -70845.726562 Penalty: 3273.535889
	Iteration 7F: 3 clusters Score -70845.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 133 members 
Mstep: Class 3 contains 315082 members 
Mstep: Class 4 contains 31795 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 14630 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 12977 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 31973 members 
Mstep: Class 13 contains 60212 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 51618 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 10689 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61500 members 
Mstep: Class 24 contains 125625 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 602 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92696128.000000 Penalty: 91179.304688
Splitting cluster 26 changes total score from -92699632.000000 to -92696128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -22942.414062 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -22942.41 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 124 members 
Entering Unmasked Estep 
Score: -21715.099609 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -21715.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21818.212891 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -21818.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21841.015625 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -21841.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21855.015625 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -21855.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21855.015625 Penalty: 2724.558594
	Iteration 4F: 3 clusters Score -21855.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 3 contains 315082 members 
Mstep: Class 4 contains 31795 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 14630 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 12977 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 31973 members 
Mstep: Class 13 contains 60212 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 51618 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 10689 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61500 members 
Mstep: Class 24 contains 125625 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 735 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92698464.000000 Penalty: 87802.296875
Iteration 79Q: 27 clusters Score -9.269846e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 3 contains 316254 members 
Mstep: Class 4 contains 32007 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 11702 members 
Mstep: Class 7 contains 12288 members 
Mstep: Class 8 contains 14833 members 
Mstep: Class 9 contains 4355 members 
Mstep: Class 10 contains 13131 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 32094 members 
Mstep: Class 13 contains 61204 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 15 contains 18173 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 51586 members 
Mstep: Class 18 contains 5568 members 
Mstep: Class 19 contains 10956 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 61788 members 
Mstep: Class 24 contains 123414 members 
Mstep: Class 25 contains 2120 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92698464.000000 Penalty: 87802.296875
Iteration 80F: 27 clusters Score -9.269846e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 3 contains 317536 members 
Mstep: Class 4 contains 32242 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 11657 members 
Mstep: Class 7 contains 12320 members 
Mstep: Class 8 contains 15059 members 
Mstep: Class 9 contains 4356 members 
Mstep: Class 10 contains 13294 members 
Mstep: Class 11 contains 6001 members 
Mstep: Class 12 contains 32203 members 
Mstep: Class 13 contains 62097 members 
Mstep: Class 14 contains 3310 members 
Mstep: Class 15 contains 18262 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 51342 members 
Mstep: Class 18 contains 5537 members 
Mstep: Class 19 contains 11196 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 62067 members 
Mstep: Class 24 contains 121238 members 
Mstep: Class 25 contains 2118 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92697632.000000 Penalty: 87802.296875
Iteration 81Q: 27 clusters Score -9.269763e+07 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 3 contains 318478 members 
Mstep: Class 4 contains 32452 members 
Mstep: Class 5 contains 1953 members 
Mstep: Class 6 contains 11608 members 
Mstep: Class 7 contains 12367 members 
Mstep: Class 8 contains 15300 members 
Mstep: Class 9 contains 4356 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 6011 members 
Mstep: Class 12 contains 32346 members 
Mstep: Class 13 contains 62836 members 
Mstep: Class 14 contains 3336 members 
Mstep: Class 15 contains 18365 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 50967 members 
Mstep: Class 18 contains 5495 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 62355 members 
Mstep: Class 24 contains 119474 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92697136.000000 Penalty: 87802.296875
Iteration 82Q: 27 clusters Score -9.269714e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 3 contains 319173 members 
Mstep: Class 4 contains 32656 members 
Mstep: Class 5 contains 1959 members 
Mstep: Class 6 contains 11557 members 
Mstep: Class 7 contains 12410 members 
Mstep: Class 8 contains 15560 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 13523 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 32479 members 
Mstep: Class 13 contains 63414 members 
Mstep: Class 14 contains 3360 members 
Mstep: Class 15 contains 18459 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 50532 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 11646 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 62620 members 
Mstep: Class 24 contains 118006 members 
Mstep: Class 25 contains 2121 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92696448.000000 Penalty: 87802.296875
Iteration 83Q: 27 clusters Score -9.269645e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 3 contains 319586 members 
Mstep: Class 4 contains 32838 members 
Mstep: Class 5 contains 1967 members 
Mstep: Class 6 contains 11505 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 15798 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 13654 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 32612 members 
Mstep: Class 13 contains 63862 members 
Mstep: Class 14 contains 3375 members 
Mstep: Class 15 contains 18541 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 50073 members 
Mstep: Class 18 contains 5441 members 
Mstep: Class 19 contains 11853 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 62956 members 
Mstep: Class 24 contains 116849 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92696056.000000 Penalty: 87802.296875
Iteration 84Q: 27 clusters Score -9.269606e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 3 contains 319799 members 
Mstep: Class 4 contains 32957 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 11460 members 
Mstep: Class 7 contains 12461 members 
Mstep: Class 8 contains 16028 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 13764 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 32740 members 
Mstep: Class 13 contains 64245 members 
Mstep: Class 14 contains 3381 members 
Mstep: Class 15 contains 18618 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 49582 members 
Mstep: Class 18 contains 5418 members 
Mstep: Class 19 contains 12037 members 
Mstep: Class 20 contains 630 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 63252 members 
Mstep: Class 24 contains 116051 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92695816.000000 Penalty: 87802.296875
Iteration 85Q: 27 clusters Score -9.269582e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 3 contains 320059 members 
Mstep: Class 4 contains 33081 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 11433 members 
Mstep: Class 7 contains 12507 members 
Mstep: Class 8 contains 16250 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 13834 members 
Mstep: Class 11 contains 6033 members 
Mstep: Class 12 contains 32869 members 
Mstep: Class 13 contains 64522 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 49038 members 
Mstep: Class 18 contains 5397 members 
Mstep: Class 19 contains 12199 members 
Mstep: Class 20 contains 634 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 63481 members 
Mstep: Class 24 contains 115363 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92695256.000000 Penalty: 87802.296875
Iteration 86Q: 27 clusters Score -9.269526e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 3 contains 320310 members 
Mstep: Class 4 contains 33175 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 11410 members 
Mstep: Class 7 contains 12546 members 
Mstep: Class 8 contains 16447 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 13898 members 
Mstep: Class 11 contains 6036 members 
Mstep: Class 12 contains 32975 members 
Mstep: Class 13 contains 64763 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 18767 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 48508 members 
Mstep: Class 18 contains 5364 members 
Mstep: Class 19 contains 12362 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 63684 members 
Mstep: Class 24 contains 114788 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694952.000000 Penalty: 87802.296875
Iteration 87Q: 27 clusters Score -9.269495e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 3 contains 320443 members 
Mstep: Class 4 contains 33265 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 11386 members 
Mstep: Class 7 contains 12596 members 
Mstep: Class 8 contains 16656 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 13971 members 
Mstep: Class 11 contains 6032 members 
Mstep: Class 12 contains 33068 members 
Mstep: Class 13 contains 64911 members 
Mstep: Class 14 contains 3381 members 
Mstep: Class 15 contains 18823 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 48016 members 
Mstep: Class 18 contains 5361 members 
Mstep: Class 19 contains 12511 members 
Mstep: Class 20 contains 654 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 63872 members 
Mstep: Class 24 contains 114355 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92695232.000000 Penalty: 87802.296875
Iteration 88Q: 27 clusters Score -9.269523e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 3 contains 320558 members 
Mstep: Class 4 contains 33370 members 
Mstep: Class 5 contains 1980 members 
Mstep: Class 6 contains 11359 members 
Mstep: Class 7 contains 12628 members 
Mstep: Class 8 contains 16876 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 14033 members 
Mstep: Class 11 contains 6029 members 
Mstep: Class 12 contains 33154 members 
Mstep: Class 13 contains 64999 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 18876 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 47524 members 
Mstep: Class 18 contains 5352 members 
Mstep: Class 19 contains 12642 members 
Mstep: Class 20 contains 665 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64027 members 
Mstep: Class 24 contains 113997 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92695448.000000 Penalty: 87802.296875
Iteration 89Q: 27 clusters Score -9.269545e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 3 contains 320614 members 
Mstep: Class 4 contains 33472 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 11338 members 
Mstep: Class 7 contains 12649 members 
Mstep: Class 8 contains 17091 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 14104 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 33232 members 
Mstep: Class 13 contains 65039 members 
Mstep: Class 14 contains 3380 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 47083 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12753 members 
Mstep: Class 20 contains 681 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64171 members 
Mstep: Class 24 contains 113655 members 
Mstep: Class 25 contains 2136 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92695184.000000 Penalty: 87802.296875
Iteration 90Q: 27 clusters Score -9.269518e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 3 contains 320728 members 
Mstep: Class 4 contains 33533 members 
Mstep: Class 5 contains 1985 members 
Mstep: Class 6 contains 11313 members 
Mstep: Class 7 contains 12677 members 
Mstep: Class 8 contains 17275 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 14147 members 
Mstep: Class 11 contains 6018 members 
Mstep: Class 12 contains 33329 members 
Mstep: Class 13 contains 65083 members 
Mstep: Class 14 contains 3379 members 
Mstep: Class 15 contains 18961 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 46683 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 12846 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64280 members 
Mstep: Class 24 contains 113337 members 
Mstep: Class 25 contains 2142 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92695224.000000 Penalty: 87802.296875
Iteration 91Q: 27 clusters Score -9.269522e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 3 contains 320936 members 
Mstep: Class 4 contains 33584 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 11286 members 
Mstep: Class 7 contains 12714 members 
Mstep: Class 8 contains 17426 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 14169 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 33405 members 
Mstep: Class 13 contains 65103 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 19001 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 46333 members 
Mstep: Class 18 contains 5411 members 
Mstep: Class 19 contains 12936 members 
Mstep: Class 20 contains 688 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64343 members 
Mstep: Class 24 contains 113022 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694808.000000 Penalty: 87802.296875
Iteration 92Q: 27 clusters Score -9.269481e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 3 contains 321165 members 
Mstep: Class 4 contains 33628 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 12738 members 
Mstep: Class 8 contains 17556 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 14210 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 33472 members 
Mstep: Class 13 contains 65114 members 
Mstep: Class 14 contains 3370 members 
Mstep: Class 15 contains 19026 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 46013 members 
Mstep: Class 18 contains 5411 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 687 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64427 members 
Mstep: Class 24 contains 112686 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694904.000000 Penalty: 87802.296875
Iteration 93Q: 27 clusters Score -9.26949e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 3 contains 321432 members 
Mstep: Class 4 contains 33660 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 11259 members 
Mstep: Class 7 contains 12767 members 
Mstep: Class 8 contains 17677 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 14260 members 
Mstep: Class 11 contains 6018 members 
Mstep: Class 12 contains 33525 members 
Mstep: Class 13 contains 65121 members 
Mstep: Class 14 contains 3369 members 
Mstep: Class 15 contains 19056 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 45713 members 
Mstep: Class 18 contains 5421 members 
Mstep: Class 19 contains 13071 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64484 members 
Mstep: Class 24 contains 112321 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694672.000000 Penalty: 87802.296875
Iteration 94Q: 27 clusters Score -9.269467e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 3 contains 321743 members 
Mstep: Class 4 contains 33690 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 11248 members 
Mstep: Class 7 contains 12795 members 
Mstep: Class 8 contains 17803 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14303 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 33563 members 
Mstep: Class 13 contains 65123 members 
Mstep: Class 14 contains 3366 members 
Mstep: Class 15 contains 19066 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 45428 members 
Mstep: Class 18 contains 5438 members 
Mstep: Class 19 contains 13148 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64540 members 
Mstep: Class 24 contains 111938 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694240.000000 Penalty: 87802.296875
Iteration 95Q: 27 clusters Score -9.269424e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 3 contains 321982 members 
Mstep: Class 4 contains 33746 members 
Mstep: Class 5 contains 1985 members 
Mstep: Class 6 contains 11231 members 
Mstep: Class 7 contains 12809 members 
Mstep: Class 8 contains 17941 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14320 members 
Mstep: Class 11 contains 6001 members 
Mstep: Class 12 contains 33627 members 
Mstep: Class 13 contains 65127 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 19088 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 45171 members 
Mstep: Class 18 contains 5451 members 
Mstep: Class 19 contains 13221 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64598 members 
Mstep: Class 24 contains 111570 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92694064.000000 Penalty: 87802.296875
Iteration 96Q: 27 clusters Score -9.269406e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 3 contains 322262 members 
Mstep: Class 4 contains 33806 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 11215 members 
Mstep: Class 7 contains 12823 members 
Mstep: Class 8 contains 18066 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14329 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 33668 members 
Mstep: Class 13 contains 65128 members 
Mstep: Class 14 contains 3359 members 
Mstep: Class 15 contains 19126 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 44937 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 13296 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64638 members 
Mstep: Class 24 contains 111199 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693776.000000 Penalty: 87802.296875
Iteration 97Q: 27 clusters Score -9.269378e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 3 contains 322482 members 
Mstep: Class 4 contains 33878 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 11212 members 
Mstep: Class 7 contains 12834 members 
Mstep: Class 8 contains 18177 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14353 members 
Mstep: Class 11 contains 5993 members 
Mstep: Class 12 contains 33714 members 
Mstep: Class 13 contains 65140 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 19156 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 44732 members 
Mstep: Class 18 contains 5470 members 
Mstep: Class 19 contains 13375 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64654 members 
Mstep: Class 24 contains 110841 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693720.000000 Penalty: 87802.296875
Iteration 98Q: 27 clusters Score -9.269372e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 3 contains 322616 members 
Mstep: Class 4 contains 33931 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 11211 members 
Mstep: Class 7 contains 12837 members 
Mstep: Class 8 contains 18277 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14376 members 
Mstep: Class 11 contains 5985 members 
Mstep: Class 12 contains 33772 members 
Mstep: Class 13 contains 65142 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 19172 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 44554 members 
Mstep: Class 18 contains 5483 members 
Mstep: Class 19 contains 13445 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64662 members 
Mstep: Class 24 contains 110608 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693536.000000 Penalty: 87802.296875
Iteration 99Q: 27 clusters Score -9.269354e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 3 contains 322793 members 
Mstep: Class 4 contains 33962 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 11203 members 
Mstep: Class 7 contains 12855 members 
Mstep: Class 8 contains 18365 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14388 members 
Mstep: Class 11 contains 5983 members 
Mstep: Class 12 contains 33820 members 
Mstep: Class 13 contains 65141 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 19183 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 44392 members 
Mstep: Class 18 contains 5486 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64686 members 
Mstep: Class 24 contains 110377 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693336.000000 Penalty: 87802.296875
Iteration 100F: 27 clusters Score -9.269334e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 3 contains 322976 members 
Mstep: Class 4 contains 34003 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 12865 members 
Mstep: Class 8 contains 18435 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 14407 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 33864 members 
Mstep: Class 13 contains 65133 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19191 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 44247 members 
Mstep: Class 18 contains 5494 members 
Mstep: Class 19 contains 13538 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64693 members 
Mstep: Class 24 contains 110132 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693336.000000 Penalty: 87802.296875
Iteration 101Q: 27 clusters Score -9.269334e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 3 contains 323182 members 
Mstep: Class 4 contains 34038 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 11185 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 8 contains 18507 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 5986 members 
Mstep: Class 12 contains 33893 members 
Mstep: Class 13 contains 65114 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 19192 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 5510 members 
Mstep: Class 19 contains 13575 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64697 members 
Mstep: Class 24 contains 109924 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693320.000000 Penalty: 87802.296875
Iteration 102Q: 27 clusters Score -9.269332e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 3 contains 323402 members 
Mstep: Class 4 contains 34080 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 11173 members 
Mstep: Class 7 contains 12872 members 
Mstep: Class 8 contains 18576 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14455 members 
Mstep: Class 11 contains 5985 members 
Mstep: Class 12 contains 33934 members 
Mstep: Class 13 contains 65101 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 19192 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 43971 members 
Mstep: Class 18 contains 5529 members 
Mstep: Class 19 contains 13615 members 
Mstep: Class 20 contains 721 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64708 members 
Mstep: Class 24 contains 109652 members 
Mstep: Class 25 contains 2154 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92693152.000000 Penalty: 87802.296875
Iteration 103Q: 27 clusters Score -9.269315e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 3 contains 323590 members 
Mstep: Class 4 contains 34118 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 11167 members 
Mstep: Class 7 contains 12878 members 
Mstep: Class 8 contains 18635 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14495 members 
Mstep: Class 11 contains 5984 members 
Mstep: Class 12 contains 33984 members 
Mstep: Class 13 contains 65112 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 19203 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 43864 members 
Mstep: Class 18 contains 5548 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 721 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64713 members 
Mstep: Class 24 contains 109359 members 
Mstep: Class 25 contains 2156 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692856.000000 Penalty: 87802.296875
Iteration 104Q: 27 clusters Score -9.269286e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 3 contains 323803 members 
Mstep: Class 4 contains 34155 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 11157 members 
Mstep: Class 7 contains 12880 members 
Mstep: Class 8 contains 18701 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14527 members 
Mstep: Class 11 contains 5986 members 
Mstep: Class 12 contains 34028 members 
Mstep: Class 13 contains 65120 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 15 contains 19207 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 43771 members 
Mstep: Class 18 contains 5553 members 
Mstep: Class 19 contains 13701 members 
Mstep: Class 20 contains 721 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64739 members 
Mstep: Class 24 contains 109037 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692496.000000 Penalty: 87802.296875
Iteration 105Q: 27 clusters Score -9.26925e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 3 contains 324003 members 
Mstep: Class 4 contains 34203 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 11147 members 
Mstep: Class 7 contains 12882 members 
Mstep: Class 8 contains 18750 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14565 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 34061 members 
Mstep: Class 13 contains 65126 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 15 contains 19206 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 43683 members 
Mstep: Class 18 contains 5559 members 
Mstep: Class 19 contains 13743 members 
Mstep: Class 20 contains 721 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64769 members 
Mstep: Class 24 contains 108709 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692200.000000 Penalty: 87802.296875
Iteration 106Q: 27 clusters Score -9.26922e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 3 contains 324153 members 
Mstep: Class 4 contains 34261 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 11143 members 
Mstep: Class 7 contains 12885 members 
Mstep: Class 8 contains 18787 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 14592 members 
Mstep: Class 11 contains 5987 members 
Mstep: Class 12 contains 34111 members 
Mstep: Class 13 contains 65124 members 
Mstep: Class 14 contains 3360 members 
Mstep: Class 15 contains 19210 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 43606 members 
Mstep: Class 18 contains 5574 members 
Mstep: Class 19 contains 13782 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64797 members 
Mstep: Class 24 contains 108390 members 
Mstep: Class 25 contains 2153 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692032.000000 Penalty: 87802.296875
Iteration 107Q: 27 clusters Score -9.269203e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 3 contains 324310 members 
Mstep: Class 4 contains 34309 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 11142 members 
Mstep: Class 7 contains 12878 members 
Mstep: Class 8 contains 18818 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 14626 members 
Mstep: Class 11 contains 5990 members 
Mstep: Class 12 contains 34157 members 
Mstep: Class 13 contains 65135 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 19227 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 43526 members 
Mstep: Class 18 contains 5597 members 
Mstep: Class 19 contains 13824 members 
Mstep: Class 20 contains 724 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64828 members 
Mstep: Class 24 contains 108044 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692208.000000 Penalty: 87802.296875
Iteration 108Q: 27 clusters Score -9.269221e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 3 contains 324455 members 
Mstep: Class 4 contains 34370 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 11144 members 
Mstep: Class 7 contains 12883 members 
Mstep: Class 8 contains 18849 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 14667 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 34210 members 
Mstep: Class 13 contains 65148 members 
Mstep: Class 14 contains 3357 members 
Mstep: Class 15 contains 19235 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 43457 members 
Mstep: Class 18 contains 5603 members 
Mstep: Class 19 contains 13875 members 
Mstep: Class 20 contains 727 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64849 members 
Mstep: Class 24 contains 107674 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92692096.000000 Penalty: 87802.296875
Iteration 109Q: 27 clusters Score -9.26921e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 3 contains 324623 members 
Mstep: Class 4 contains 34436 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 11145 members 
Mstep: Class 7 contains 12891 members 
Mstep: Class 8 contains 18882 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 14712 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 34276 members 
Mstep: Class 13 contains 65158 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 19245 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 43393 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 13933 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64857 members 
Mstep: Class 24 contains 107266 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92691960.000000 Penalty: 87802.296875
Iteration 110Q: 27 clusters Score -9.269196e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 3 contains 324813 members 
Mstep: Class 4 contains 34502 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 11143 members 
Mstep: Class 7 contains 12891 members 
Mstep: Class 8 contains 18912 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 14748 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 34351 members 
Mstep: Class 13 contains 65162 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 19258 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 43342 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 13974 members 
Mstep: Class 20 contains 733 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64879 members 
Mstep: Class 24 contains 106846 members 
Mstep: Class 25 contains 2154 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92691824.000000 Penalty: 87802.296875
Iteration 111Q: 27 clusters Score -9.269182e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 3 contains 325018 members 
Mstep: Class 4 contains 34572 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 11143 members 
Mstep: Class 7 contains 12896 members 
Mstep: Class 8 contains 18941 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 14775 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 34417 members 
Mstep: Class 13 contains 65167 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 15 contains 19264 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 43273 members 
Mstep: Class 18 contains 5625 members 
Mstep: Class 19 contains 14015 members 
Mstep: Class 20 contains 735 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64901 members 
Mstep: Class 24 contains 106434 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92691624.000000 Penalty: 87802.296875
Iteration 112Q: 27 clusters Score -9.269162e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 3 contains 325208 members 
Mstep: Class 4 contains 34643 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 11141 members 
Mstep: Class 7 contains 12907 members 
Mstep: Class 8 contains 18965 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 14795 members 
Mstep: Class 11 contains 6000 members 
Mstep: Class 12 contains 34482 members 
Mstep: Class 13 contains 65172 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 15 contains 19266 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 43233 members 
Mstep: Class 18 contains 5624 members 
Mstep: Class 19 contains 14065 members 
Mstep: Class 20 contains 737 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64929 members 
Mstep: Class 24 contains 105983 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92691552.000000 Penalty: 87802.296875
Iteration 113Q: 27 clusters Score -9.269155e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 3 contains 325432 members 
Mstep: Class 4 contains 34714 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11140 members 
Mstep: Class 7 contains 12910 members 
Mstep: Class 8 contains 18991 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 14809 members 
Mstep: Class 11 contains 6005 members 
Mstep: Class 12 contains 34556 members 
Mstep: Class 13 contains 65173 members 
Mstep: Class 14 contains 3360 members 
Mstep: Class 15 contains 19271 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 43181 members 
Mstep: Class 18 contains 5628 members 
Mstep: Class 19 contains 14107 members 
Mstep: Class 20 contains 742 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64959 members 
Mstep: Class 24 contains 105538 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92691224.000000 Penalty: 87802.296875
Iteration 114Q: 27 clusters Score -9.269122e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 3 contains 325637 members 
Mstep: Class 4 contains 34779 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11138 members 
Mstep: Class 7 contains 12912 members 
Mstep: Class 8 contains 19021 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14833 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 34611 members 
Mstep: Class 13 contains 65177 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 19280 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 43146 members 
Mstep: Class 18 contains 5626 members 
Mstep: Class 19 contains 14141 members 
Mstep: Class 20 contains 747 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64974 members 
Mstep: Class 24 contains 105125 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92690864.000000 Penalty: 87802.296875
Iteration 115Q: 27 clusters Score -9.269086e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 3 contains 325834 members 
Mstep: Class 4 contains 34834 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 12922 members 
Mstep: Class 8 contains 19048 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14856 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 34672 members 
Mstep: Class 13 contains 65187 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 19285 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 43113 members 
Mstep: Class 18 contains 5633 members 
Mstep: Class 19 contains 14186 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 64983 members 
Mstep: Class 24 contains 104703 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92690672.000000 Penalty: 87802.296875
Iteration 116Q: 27 clusters Score -9.269067e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 3 contains 326058 members 
Mstep: Class 4 contains 34873 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11131 members 
Mstep: Class 7 contains 12924 members 
Mstep: Class 8 contains 19072 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14881 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 65193 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 19288 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 43079 members 
Mstep: Class 18 contains 5640 members 
Mstep: Class 19 contains 14223 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65011 members 
Mstep: Class 24 contains 104295 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92690568.000000 Penalty: 87802.296875
Iteration 117Q: 27 clusters Score -9.269057e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 3 contains 326262 members 
Mstep: Class 4 contains 34923 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11130 members 
Mstep: Class 7 contains 12928 members 
Mstep: Class 8 contains 19088 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 34750 members 
Mstep: Class 13 contains 65208 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19301 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 43049 members 
Mstep: Class 18 contains 5638 members 
Mstep: Class 19 contains 14262 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65040 members 
Mstep: Class 24 contains 103874 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92690488.000000 Penalty: 87802.296875
Iteration 118Q: 27 clusters Score -9.269049e+07 nChanged 943
Entering ConstructFrom: 
Score: -92690488.000000 Penalty: 87802.296875
Entering ConstructFrom: 
Trying to split cluster 1 (26424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Entering Unmasked Estep 
Score: -3107414.750000 Penalty: 2525.142822
	Iteration 0F: 2 clusters Score -3107415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3089235.500000 Penalty: 5050.285645
	Iteration 0F: 3 clusters Score -3089236 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3095482.500000 Penalty: 5050.285645
	Iteration 1F: 3 clusters Score -3095482 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3095832.750000 Penalty: 5050.285645
	Iteration 2Q: 3 clusters Score -3095833 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3096101.750000 Penalty: 5050.285645
	Iteration 3Q: 3 clusters Score -3096102 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3096341.250000 Penalty: 5050.285645
	Iteration 4Q: 3 clusters Score -3096341 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3096562.250000 Penalty: 5050.285645
	Iteration 5Q: 3 clusters Score -3096562 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3096778.500000 Penalty: 5050.285645
	Iteration 6Q: 3 clusters Score -3096778 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -3096971.250000 Penalty: 5050.285645
	Iteration 7Q: 3 clusters Score -3096971 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -3097195.000000 Penalty: 5050.285645
	Iteration 8Q: 3 clusters Score -3097195 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3097502.000000 Penalty: 5050.285645
	Iteration 9Q: 3 clusters Score -3097502 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3097902.000000 Penalty: 5050.285645
	Iteration 10Q: 3 clusters Score -3097902 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -3098494.250000 Penalty: 5050.285645
	Iteration 11Q: 3 clusters Score -3098494 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3099303.000000 Penalty: 5050.285645
	Iteration 12F: 3 clusters Score -3099303 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3100483.750000 Penalty: 5050.285645
	Iteration 13F: 3 clusters Score -3100484 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3101799.500000 Penalty: 5050.285645
	Iteration 14F: 3 clusters Score -3101800 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3103062.500000 Penalty: 5050.285645
	Iteration 15F: 3 clusters Score -3103062 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3103965.750000 Penalty: 5050.285645
	Iteration 16Q: 3 clusters Score -3103966 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3104471.250000 Penalty: 5050.285645
	Iteration 17Q: 3 clusters Score -3104471 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3104800.000000 Penalty: 5050.285645
	Iteration 18Q: 3 clusters Score -3104800 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3104976.750000 Penalty: 5050.285645
	Iteration 19Q: 3 clusters Score -3104977 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3105052.500000 Penalty: 5050.285645
	Iteration 20F: 3 clusters Score -3105052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3105112.250000 Penalty: 5050.285645
	Iteration 21Q: 3 clusters Score -3105112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -3105137.750000 Penalty: 5050.285645
	Iteration 22Q: 3 clusters Score -3105138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3105168.000000 Penalty: 5050.285645
	Iteration 23Q: 3 clusters Score -3105168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3105187.750000 Penalty: 5050.285645
	Iteration 24Q: 3 clusters Score -3105188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3105202.500000 Penalty: 5050.285645
	Iteration 25Q: 3 clusters Score -3105202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3105206.250000 Penalty: 5050.285645
	Iteration 26Q: 3 clusters Score -3105206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3105212.250000 Penalty: 5050.285645
	Iteration 27Q: 3 clusters Score -3105212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3105219.000000 Penalty: 5050.285645
	Iteration 28Q: 3 clusters Score -3105219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3105220.250000 Penalty: 5050.285645
	Iteration 29Q: 3 clusters Score -3105220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -3105221.250000 Penalty: 5050.285645
	Iteration 30Q: 3 clusters Score -3105221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3105225.500000 Penalty: 5050.285645
	Iteration 31Q: 3 clusters Score -3105226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3105225.250000 Penalty: 5050.285645
	Iteration 32Q: 3 clusters Score -3105225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3105230.750000 Penalty: 5050.285645
	Iteration 33Q: 3 clusters Score -3105231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3105234.000000 Penalty: 5050.285645
	Iteration 34Q: 3 clusters Score -3105234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3105234.000000 Penalty: 5050.285645
	Iteration 35F: 3 clusters Score -3105234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (326412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326412 members 
Entering Unmasked Estep 
Score: -37400484.000000 Penalty: 3148.586914
	Iteration 0F: 2 clusters Score -3.740048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163315 members 
Mstep: Class 2 contains 163097 members 
Entering Unmasked Estep 
Score: -37214692.000000 Penalty: 6297.173828
	Iteration 0F: 3 clusters Score -3.721469e+07 nChanged 158258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163151 members 
Mstep: Class 2 contains 163261 members 
Entering Unmasked Estep 
Score: -37308736.000000 Penalty: 6297.173828
	Iteration 1F: 3 clusters Score -3.730874e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162850 members 
Mstep: Class 2 contains 163562 members 
Entering Unmasked Estep 
Score: -37309928.000000 Penalty: 6297.173828
	Iteration 2Q: 3 clusters Score -3.730993e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162433 members 
Mstep: Class 2 contains 163979 members 
Entering Unmasked Estep 
Score: -37310992.000000 Penalty: 6297.173828
	Iteration 3Q: 3 clusters Score -3.731099e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161904 members 
Mstep: Class 2 contains 164508 members 
Entering Unmasked Estep 
Score: -37312640.000000 Penalty: 6297.173828
	Iteration 4Q: 3 clusters Score -3.731264e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161206 members 
Mstep: Class 2 contains 165206 members 
Entering Unmasked Estep 
Score: -37314448.000000 Penalty: 6297.173828
	Iteration 5Q: 3 clusters Score -3.731445e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160229 members 
Mstep: Class 2 contains 166183 members 
Entering Unmasked Estep 
Score: -37316480.000000 Penalty: 6297.173828
	Iteration 6Q: 3 clusters Score -3.731648e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159039 members 
Mstep: Class 2 contains 167373 members 
Entering Unmasked Estep 
Score: -37319088.000000 Penalty: 6297.173828
	Iteration 7Q: 3 clusters Score -3.731909e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157589 members 
Mstep: Class 2 contains 168823 members 
Entering Unmasked Estep 
Score: -37321984.000000 Penalty: 6297.173828
	Iteration 8Q: 3 clusters Score -3.732198e+07 nChanged 11680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156017 members 
Mstep: Class 2 contains 170395 members 
Entering Unmasked Estep 
Score: -37324852.000000 Penalty: 6297.173828
	Iteration 9Q: 3 clusters Score -3.732485e+07 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154295 members 
Mstep: Class 2 contains 172117 members 
Entering Unmasked Estep 
Score: -37328248.000000 Penalty: 6297.173828
	Iteration 10Q: 3 clusters Score -3.732825e+07 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152519 members 
Mstep: Class 2 contains 173893 members 
Entering Unmasked Estep 
Score: -37331620.000000 Penalty: 6297.173828
	Iteration 11Q: 3 clusters Score -3.733162e+07 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150359 members 
Mstep: Class 2 contains 176053 members 
Entering Unmasked Estep 
Score: -37334964.000000 Penalty: 6297.173828
	Iteration 12Q: 3 clusters Score -3.733496e+07 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148159 members 
Mstep: Class 2 contains 178253 members 
Entering Unmasked Estep 
Score: -37338204.000000 Penalty: 6297.173828
	Iteration 13Q: 3 clusters Score -3.73382e+07 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146085 members 
Mstep: Class 2 contains 180327 members 
Entering Unmasked Estep 
Score: -37341256.000000 Penalty: 6297.173828
	Iteration 14Q: 3 clusters Score -3.734126e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144167 members 
Mstep: Class 2 contains 182245 members 
Entering Unmasked Estep 
Score: -37343776.000000 Penalty: 6297.173828
	Iteration 15Q: 3 clusters Score -3.734378e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142577 members 
Mstep: Class 2 contains 183835 members 
Entering Unmasked Estep 
Score: -37346340.000000 Penalty: 6297.173828
	Iteration 16Q: 3 clusters Score -3.734634e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141562 members 
Mstep: Class 2 contains 184850 members 
Entering Unmasked Estep 
Score: -37348916.000000 Penalty: 6297.173828
	Iteration 17Q: 3 clusters Score -3.734892e+07 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141208 members 
Mstep: Class 2 contains 185204 members 
Entering Unmasked Estep 
Score: -37352072.000000 Penalty: 6297.173828
	Iteration 18Q: 3 clusters Score -3.735207e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141574 members 
Mstep: Class 2 contains 184838 members 
Entering Unmasked Estep 
Score: -37356212.000000 Penalty: 6297.173828
	Iteration 19Q: 3 clusters Score -3.735621e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142775 members 
Mstep: Class 2 contains 183637 members 
Entering Unmasked Estep 
Score: -37361476.000000 Penalty: 6297.173828
	Iteration 20F: 3 clusters Score -3.736148e+07 nChanged 11564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144431 members 
Mstep: Class 2 contains 181981 members 
Entering Unmasked Estep 
Score: -37366980.000000 Penalty: 6297.173828
	Iteration 21Q: 3 clusters Score -3.736698e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145980 members 
Mstep: Class 2 contains 180432 members 
Entering Unmasked Estep 
Score: -37372296.000000 Penalty: 6297.173828
	Iteration 22Q: 3 clusters Score -3.73723e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146892 members 
Mstep: Class 2 contains 179520 members 
Entering Unmasked Estep 
Score: -37375168.000000 Penalty: 6297.173828
	Iteration 23Q: 3 clusters Score -3.737517e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147021 members 
Mstep: Class 2 contains 179391 members 
Entering Unmasked Estep 
Score: -37376460.000000 Penalty: 6297.173828
	Iteration 24Q: 3 clusters Score -3.737646e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146759 members 
Mstep: Class 2 contains 179653 members 
Entering Unmasked Estep 
Score: -37376892.000000 Penalty: 6297.173828
	Iteration 25Q: 3 clusters Score -3.737689e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146305 members 
Mstep: Class 2 contains 180107 members 
Entering Unmasked Estep 
Score: -37377076.000000 Penalty: 6297.173828
	Iteration 26Q: 3 clusters Score -3.737708e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145761 members 
Mstep: Class 2 contains 180651 members 
Entering Unmasked Estep 
Score: -37377016.000000 Penalty: 6297.173828
	Iteration 27Q: 3 clusters Score -3.737702e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145099 members 
Mstep: Class 2 contains 181313 members 
Entering Unmasked Estep 
Score: -37377048.000000 Penalty: 6297.173828
	Iteration 28Q: 3 clusters Score -3.737705e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144402 members 
Mstep: Class 2 contains 182010 members 
Entering Unmasked Estep 
Score: -37377084.000000 Penalty: 6297.173828
	Iteration 29Q: 3 clusters Score -3.737708e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143624 members 
Mstep: Class 2 contains 182788 members 
Entering Unmasked Estep 
Score: -37377224.000000 Penalty: 6297.173828
	Iteration 30Q: 3 clusters Score -3.737722e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 183611 members 
Entering Unmasked Estep 
Score: -37377408.000000 Penalty: 6297.173828
	Iteration 31Q: 3 clusters Score -3.737741e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141844 members 
Mstep: Class 2 contains 184568 members 
Entering Unmasked Estep 
Score: -37377532.000000 Penalty: 6297.173828
	Iteration 32Q: 3 clusters Score -3.737753e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140823 members 
Mstep: Class 2 contains 185589 members 
Entering Unmasked Estep 
Score: -37377612.000000 Penalty: 6297.173828
	Iteration 33Q: 3 clusters Score -3.737761e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139678 members 
Mstep: Class 2 contains 186734 members 
Entering Unmasked Estep 
Score: -37377740.000000 Penalty: 6297.173828
	Iteration 34Q: 3 clusters Score -3.737774e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138465 members 
Mstep: Class 2 contains 187947 members 
Entering Unmasked Estep 
Score: -37377944.000000 Penalty: 6297.173828
	Iteration 35Q: 3 clusters Score -3.737794e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137132 members 
Mstep: Class 2 contains 189280 members 
Entering Unmasked Estep 
Score: -37378044.000000 Penalty: 6297.173828
	Iteration 36Q: 3 clusters Score -3.737804e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135704 members 
Mstep: Class 2 contains 190708 members 
Entering Unmasked Estep 
Score: -37378204.000000 Penalty: 6297.173828
	Iteration 37Q: 3 clusters Score -3.73782e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134154 members 
Mstep: Class 2 contains 192258 members 
Entering Unmasked Estep 
Score: -37378444.000000 Penalty: 6297.173828
	Iteration 38Q: 3 clusters Score -3.737844e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132494 members 
Mstep: Class 2 contains 193918 members 
Entering Unmasked Estep 
Score: -37378644.000000 Penalty: 6297.173828
	Iteration 39Q: 3 clusters Score -3.737864e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130666 members 
Mstep: Class 2 contains 195746 members 
Entering Unmasked Estep 
Score: -37378836.000000 Penalty: 6297.173828
	Iteration 40F: 3 clusters Score -3.737884e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128629 members 
Mstep: Class 2 contains 197783 members 
Entering Unmasked Estep 
Score: -37379164.000000 Penalty: 6297.173828
	Iteration 41Q: 3 clusters Score -3.737916e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126449 members 
Mstep: Class 2 contains 199963 members 
Entering Unmasked Estep 
Score: -37379588.000000 Penalty: 6297.173828
	Iteration 42Q: 3 clusters Score -3.737959e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124143 members 
Mstep: Class 2 contains 202269 members 
Entering Unmasked Estep 
Score: -37379896.000000 Penalty: 6297.173828
	Iteration 43Q: 3 clusters Score -3.73799e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121643 members 
Mstep: Class 2 contains 204769 members 
Entering Unmasked Estep 
Score: -37380164.000000 Penalty: 6297.173828
	Iteration 44Q: 3 clusters Score -3.738016e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118903 members 
Mstep: Class 2 contains 207509 members 
Entering Unmasked Estep 
Score: -37381048.000000 Penalty: 6297.173828
	Iteration 45Q: 3 clusters Score -3.738105e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115940 members 
Mstep: Class 2 contains 210472 members 
Entering Unmasked Estep 
Score: -37381432.000000 Penalty: 6297.173828
	Iteration 46Q: 3 clusters Score -3.738143e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112732 members 
Mstep: Class 2 contains 213680 members 
Entering Unmasked Estep 
Score: -37382016.000000 Penalty: 6297.173828
	Iteration 47Q: 3 clusters Score -3.738202e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109258 members 
Mstep: Class 2 contains 217154 members 
Entering Unmasked Estep 
Score: -37382976.000000 Penalty: 6297.173828
	Iteration 48Q: 3 clusters Score -3.738298e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105517 members 
Mstep: Class 2 contains 220895 members 
Entering Unmasked Estep 
Score: -37383764.000000 Penalty: 6297.173828
	Iteration 49Q: 3 clusters Score -3.738376e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101536 members 
Mstep: Class 2 contains 224876 members 
Entering Unmasked Estep 
Score: -37384644.000000 Penalty: 6297.173828
	Iteration 50Q: 3 clusters Score -3.738464e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97312 members 
Mstep: Class 2 contains 229100 members 
Entering Unmasked Estep 
Score: -37385656.000000 Penalty: 6297.173828
	Iteration 51Q: 3 clusters Score -3.738566e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 233560 members 
Entering Unmasked Estep 
Score: -37386952.000000 Penalty: 6297.173828
	Iteration 52Q: 3 clusters Score -3.738695e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88423 members 
Mstep: Class 2 contains 237989 members 
Entering Unmasked Estep 
Score: -37388636.000000 Penalty: 6297.173828
	Iteration 53Q: 3 clusters Score -3.738864e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 242615 members 
Entering Unmasked Estep 
Score: -37390116.000000 Penalty: 6297.173828
	Iteration 54Q: 3 clusters Score -3.739012e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 247469 members 
Entering Unmasked Estep 
Score: -37391940.000000 Penalty: 6297.173828
	Iteration 55Q: 3 clusters Score -3.739194e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73954 members 
Mstep: Class 2 contains 252458 members 
Entering Unmasked Estep 
Score: -37393620.000000 Penalty: 6297.173828
	Iteration 56Q: 3 clusters Score -3.739362e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 257498 members 
Entering Unmasked Estep 
Score: -37395380.000000 Penalty: 6297.173828
	Iteration 57Q: 3 clusters Score -3.739538e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 262604 members 
Entering Unmasked Estep 
Score: -37397564.000000 Penalty: 6297.173828
	Iteration 58Q: 3 clusters Score -3.739756e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 267638 members 
Entering Unmasked Estep 
Score: -37399824.000000 Penalty: 6297.173828
	Iteration 59Q: 3 clusters Score -3.739982e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 272653 members 
Entering Unmasked Estep 
Score: -37402056.000000 Penalty: 6297.173828
	Iteration 60F: 3 clusters Score -3.740206e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 277536 members 
Entering Unmasked Estep 
Score: -37404524.000000 Penalty: 6297.173828
	Iteration 61Q: 3 clusters Score -3.740452e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 282208 members 
Entering Unmasked Estep 
Score: -37406848.000000 Penalty: 6297.173828
	Iteration 62Q: 3 clusters Score -3.740685e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 286668 members 
Entering Unmasked Estep 
Score: -37409184.000000 Penalty: 6297.173828
	Iteration 63Q: 3 clusters Score -3.740918e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 290825 members 
Entering Unmasked Estep 
Score: -37410852.000000 Penalty: 6297.173828
	Iteration 64Q: 3 clusters Score -3.741085e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 294665 members 
Entering Unmasked Estep 
Score: -37411832.000000 Penalty: 6297.173828
	Iteration 65Q: 3 clusters Score -3.741183e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 298169 members 
Entering Unmasked Estep 
Score: -37412580.000000 Penalty: 6297.173828
	Iteration 66Q: 3 clusters Score -3.741258e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 301367 members 
Entering Unmasked Estep 
Score: -37412668.000000 Penalty: 6297.173828
	Iteration 67Q: 3 clusters Score -3.741267e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 304256 members 
Entering Unmasked Estep 
Score: -37412220.000000 Penalty: 6297.173828
	Iteration 68Q: 3 clusters Score -3.741222e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 306814 members 
Entering Unmasked Estep 
Score: -37411748.000000 Penalty: 6297.173828
	Iteration 69Q: 3 clusters Score -3.741175e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 309149 members 
Entering Unmasked Estep 
Score: -37411080.000000 Penalty: 6297.173828
	Iteration 70Q: 3 clusters Score -3.741108e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 311220 members 
Entering Unmasked Estep 
Score: -37410004.000000 Penalty: 6297.173828
	Iteration 71Q: 3 clusters Score -3.741e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 313046 members 
Entering Unmasked Estep 
Score: -37409040.000000 Penalty: 6297.173828
	Iteration 72Q: 3 clusters Score -3.740904e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 314639 members 
Entering Unmasked Estep 
Score: -37408312.000000 Penalty: 6297.173828
	Iteration 73Q: 3 clusters Score -3.740831e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 315956 members 
Entering Unmasked Estep 
Score: -37407460.000000 Penalty: 6297.173828
	Iteration 74Q: 3 clusters Score -3.740746e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 317146 members 
Entering Unmasked Estep 
Score: -37406788.000000 Penalty: 6297.173828
	Iteration 75Q: 3 clusters Score -3.740679e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 318151 members 
Entering Unmasked Estep 
Score: -37406208.000000 Penalty: 6297.173828
	Iteration 76Q: 3 clusters Score -3.740621e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 319010 members 
Entering Unmasked Estep 
Score: -37405672.000000 Penalty: 6297.173828
	Iteration 77Q: 3 clusters Score -3.740567e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 319767 members 
Entering Unmasked Estep 
Score: -37405032.000000 Penalty: 6297.173828
	Iteration 78Q: 3 clusters Score -3.740503e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 320437 members 
Entering Unmasked Estep 
Score: -37404408.000000 Penalty: 6297.173828
	Iteration 79Q: 3 clusters Score -3.740441e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 321050 members 
Entering Unmasked Estep 
Score: -37403732.000000 Penalty: 6297.173828
	Iteration 80F: 3 clusters Score -3.740373e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 321577 members 
Entering Unmasked Estep 
Score: -37403188.000000 Penalty: 6297.173828
	Iteration 81Q: 3 clusters Score -3.740319e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 322051 members 
Entering Unmasked Estep 
Score: -37402692.000000 Penalty: 6297.173828
	Iteration 82Q: 3 clusters Score -3.740269e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 322494 members 
Entering Unmasked Estep 
Score: -37402244.000000 Penalty: 6297.173828
	Iteration 83Q: 3 clusters Score -3.740224e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 322902 members 
Entering Unmasked Estep 
Score: -37401912.000000 Penalty: 6297.173828
	Iteration 84Q: 3 clusters Score -3.740191e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 323285 members 
Entering Unmasked Estep 
Score: -37401592.000000 Penalty: 6297.173828
	Iteration 85Q: 3 clusters Score -3.740159e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 323634 members 
Entering Unmasked Estep 
Score: -37401304.000000 Penalty: 6297.173828
	Iteration 86Q: 3 clusters Score -3.74013e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 323959 members 
Entering Unmasked Estep 
Score: -37400820.000000 Penalty: 6297.173828
	Iteration 87Q: 3 clusters Score -3.740082e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 324226 members 
Entering Unmasked Estep 
Score: -37400528.000000 Penalty: 6297.173828
	Iteration 88Q: 3 clusters Score -3.740053e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 324451 members 
Entering Unmasked Estep 
Score: -37400344.000000 Penalty: 6297.173828
	Iteration 89Q: 3 clusters Score -3.740034e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 324668 members 
Entering Unmasked Estep 
Score: -37400184.000000 Penalty: 6297.173828
	Iteration 90Q: 3 clusters Score -3.740018e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 324825 members 
Entering Unmasked Estep 
Score: -37399960.000000 Penalty: 6297.173828
	Iteration 91Q: 3 clusters Score -3.739996e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 324928 members 
Entering Unmasked Estep 
Score: -37399848.000000 Penalty: 6297.173828
	Iteration 92Q: 3 clusters Score -3.739985e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 325022 members 
Entering Unmasked Estep 
Score: -37399764.000000 Penalty: 6297.173828
	Iteration 93Q: 3 clusters Score -3.739976e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 325107 members 
Entering Unmasked Estep 
Score: -37399732.000000 Penalty: 6297.173828
	Iteration 94Q: 3 clusters Score -3.739973e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 325184 members 
Entering Unmasked Estep 
Score: -37399668.000000 Penalty: 6297.173828
	Iteration 95Q: 3 clusters Score -3.739967e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 325250 members 
Entering Unmasked Estep 
Score: -37399612.000000 Penalty: 6297.173828
	Iteration 96Q: 3 clusters Score -3.739961e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 325303 members 
Entering Unmasked Estep 
Score: -37399580.000000 Penalty: 6297.173828
	Iteration 97Q: 3 clusters Score -3.739958e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 325336 members 
Entering Unmasked Estep 
Score: -37399520.000000 Penalty: 6297.173828
	Iteration 98Q: 3 clusters Score -3.739952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 325371 members 
Entering Unmasked Estep 
Score: -37399536.000000 Penalty: 6297.173828
	Iteration 99Q: 3 clusters Score -3.739954e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 325404 members 
Entering Unmasked Estep 
Score: -37399444.000000 Penalty: 6297.173828
	Iteration 100F: 3 clusters Score -3.739944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 325424 members 
Entering Unmasked Estep 
Score: -37399460.000000 Penalty: 6297.173828
	Iteration 101Q: 3 clusters Score -3.739946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 325441 members 
Entering Unmasked Estep 
Score: -37399412.000000 Penalty: 6297.173828
	Iteration 102Q: 3 clusters Score -3.739941e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 325459 members 
Entering Unmasked Estep 
Score: -37399420.000000 Penalty: 6297.173828
	Iteration 103Q: 3 clusters Score -3.739942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 325471 members 
Entering Unmasked Estep 
Score: -37399384.000000 Penalty: 6297.173828
	Iteration 104Q: 3 clusters Score -3.739938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 325484 members 
Entering Unmasked Estep 
Score: -37399364.000000 Penalty: 6297.173828
	Iteration 105Q: 3 clusters Score -3.739936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 325493 members 
Entering Unmasked Estep 
Score: -37399384.000000 Penalty: 6297.173828
	Iteration 106Q: 3 clusters Score -3.739938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 325502 members 
Entering Unmasked Estep 
Score: -37399356.000000 Penalty: 6297.173828
	Iteration 107Q: 3 clusters Score -3.739936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 325516 members 
Entering Unmasked Estep 
Score: -37399324.000000 Penalty: 6297.173828
	Iteration 108Q: 3 clusters Score -3.739932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 325532 members 
Entering Unmasked Estep 
Score: -37399320.000000 Penalty: 6297.173828
	Iteration 109Q: 3 clusters Score -3.739932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 325544 members 
Entering Unmasked Estep 
Score: -37399320.000000 Penalty: 6297.173828
	Iteration 110Q: 3 clusters Score -3.739932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 325551 members 
Entering Unmasked Estep 
Score: -37399288.000000 Penalty: 6297.173828
	Iteration 111Q: 3 clusters Score -3.739929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 325559 members 
Entering Unmasked Estep 
Score: -37399284.000000 Penalty: 6297.173828
	Iteration 112Q: 3 clusters Score -3.739928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 325565 members 
Entering Unmasked Estep 
Score: -37399280.000000 Penalty: 6297.173828
	Iteration 113Q: 3 clusters Score -3.739928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 325573 members 
Entering Unmasked Estep 
Score: -37399280.000000 Penalty: 6297.173828
	Iteration 114Q: 3 clusters Score -3.739928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 325579 members 
Entering Unmasked Estep 
Score: -37399284.000000 Penalty: 6297.173828
	Iteration 115Q: 3 clusters Score -3.739928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 325579 members 
Entering Unmasked Estep 
Score: -37399284.000000 Penalty: 6297.173828
	Iteration 116F: 3 clusters Score -3.739928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Entering Unmasked Estep 
Score: -4115238.000000 Penalty: 2594.715088
	Iteration 0F: 2 clusters Score -4115238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -4091397.000000 Penalty: 5189.430176
	Iteration 0F: 3 clusters Score -4091397 nChanged 15860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -4100016.500000 Penalty: 5189.430176
	Iteration 1F: 3 clusters Score -4100016 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4100551.750000 Penalty: 5189.430176
	Iteration 2Q: 3 clusters Score -4100552 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4101119.000000 Penalty: 5189.430176
	Iteration 3Q: 3 clusters Score -4101119 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -4101700.000000 Penalty: 5189.430176
	Iteration 4Q: 3 clusters Score -4101700 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -4102456.750000 Penalty: 5189.430176
	Iteration 5Q: 3 clusters Score -4102457 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -4103439.750000 Penalty: 5189.430176
	Iteration 6F: 3 clusters Score -4103440 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -4104754.750000 Penalty: 5189.430176
	Iteration 7F: 3 clusters Score -4104755 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -4106351.500000 Penalty: 5189.430176
	Iteration 8F: 3 clusters Score -4106352 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -4108105.000000 Penalty: 5189.430176
	Iteration 9F: 3 clusters Score -4108105 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -4109755.500000 Penalty: 5189.430176
	Iteration 10F: 3 clusters Score -4109756 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4111011.000000 Penalty: 5189.430176
	Iteration 11Q: 3 clusters Score -4111011 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4111856.500000 Penalty: 5189.430176
	Iteration 12Q: 3 clusters Score -4111856 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4112318.000000 Penalty: 5189.430176
	Iteration 13Q: 3 clusters Score -4112318 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4112576.750000 Penalty: 5189.430176
	Iteration 14Q: 3 clusters Score -4112577 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4112757.000000 Penalty: 5189.430176
	Iteration 15Q: 3 clusters Score -4112757 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4112875.250000 Penalty: 5189.430176
	Iteration 16Q: 3 clusters Score -4112875 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4112937.250000 Penalty: 5189.430176
	Iteration 17Q: 3 clusters Score -4112937 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4112984.750000 Penalty: 5189.430176
	Iteration 18Q: 3 clusters Score -4112985 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4113021.250000 Penalty: 5189.430176
	Iteration 19Q: 3 clusters Score -4113021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4113041.250000 Penalty: 5189.430176
	Iteration 20F: 3 clusters Score -4113041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4113061.250000 Penalty: 5189.430176
	Iteration 21Q: 3 clusters Score -4113061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4113075.000000 Penalty: 5189.430176
	Iteration 22Q: 3 clusters Score -4113075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4113081.000000 Penalty: 5189.430176
	Iteration 23Q: 3 clusters Score -4113081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4113089.000000 Penalty: 5189.430176
	Iteration 24Q: 3 clusters Score -4113089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4113092.000000 Penalty: 5189.430176
	Iteration 25Q: 3 clusters Score -4113092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4113093.250000 Penalty: 5189.430176
	Iteration 26Q: 3 clusters Score -4113093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4113099.750000 Penalty: 5189.430176
	Iteration 27Q: 3 clusters Score -4113100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4113100.250000 Penalty: 5189.430176
	Iteration 28Q: 3 clusters Score -4113100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4113098.750000 Penalty: 5189.430176
	Iteration 29Q: 3 clusters Score -4113099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4113102.250000 Penalty: 5189.430176
	Iteration 30Q: 3 clusters Score -4113102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4113100.500000 Penalty: 5189.430176
	Iteration 31Q: 3 clusters Score -4113100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4113101.500000 Penalty: 5189.430176
	Iteration 32Q: 3 clusters Score -4113102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4113106.000000 Penalty: 5189.430176
	Iteration 33Q: 3 clusters Score -4113106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4113105.500000 Penalty: 5189.430176
	Iteration 34Q: 3 clusters Score -4113106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4113111.750000 Penalty: 5189.430176
	Iteration 35Q: 3 clusters Score -4113112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4113118.250000 Penalty: 5189.430176
	Iteration 36Q: 3 clusters Score -4113118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4113119.250000 Penalty: 5189.430176
	Iteration 37Q: 3 clusters Score -4113119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4113119.250000 Penalty: 5189.430176
	Iteration 38Q: 3 clusters Score -4113119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4113127.750000 Penalty: 5189.430176
	Iteration 39Q: 3 clusters Score -4113128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4113127.750000 Penalty: 5189.430176
	Iteration 40F: 3 clusters Score -4113128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -201633.250000 Penalty: 1883.656128
	Iteration 0F: 2 clusters Score -201633.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -199043.156250 Penalty: 3767.312256
	Iteration 0F: 3 clusters Score -199043.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -199560.125000 Penalty: 3767.312256
	Iteration 1F: 3 clusters Score -199560.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -199710.828125 Penalty: 3767.312256
	Iteration 2F: 3 clusters Score -199710.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -199790.171875 Penalty: 3767.312256
	Iteration 3Q: 3 clusters Score -199790.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -199835.640625 Penalty: 3767.312256
	Iteration 4Q: 3 clusters Score -199835.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -199865.734375 Penalty: 3767.312256
	Iteration 5Q: 3 clusters Score -199865.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -199892.921875 Penalty: 3767.312256
	Iteration 6Q: 3 clusters Score -199892.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -199911.671875 Penalty: 3767.312256
	Iteration 7Q: 3 clusters Score -199911.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -199930.203125 Penalty: 3767.312256
	Iteration 8Q: 3 clusters Score -199930.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -199957.234375 Penalty: 3767.312256
	Iteration 9Q: 3 clusters Score -199957.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -199977.781250 Penalty: 3767.312256
	Iteration 10Q: 3 clusters Score -199977.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -199986.703125 Penalty: 3767.312256
	Iteration 11Q: 3 clusters Score -199986.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -199991.062500 Penalty: 3767.312256
	Iteration 12Q: 3 clusters Score -199991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -199995.140625 Penalty: 3767.312256
	Iteration 13Q: 3 clusters Score -199995.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -199998.640625 Penalty: 3767.312256
	Iteration 14Q: 3 clusters Score -199998.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -200003.484375 Penalty: 3767.312256
	Iteration 15Q: 3 clusters Score -200003.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -200006.921875 Penalty: 3767.312256
	Iteration 16Q: 3 clusters Score -200006.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -200008.546875 Penalty: 3767.312256
	Iteration 17Q: 3 clusters Score -200008.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -200010.750000 Penalty: 3767.312256
	Iteration 18Q: 3 clusters Score -200010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -200010.750000 Penalty: 3767.312256
	Iteration 19F: 3 clusters Score -200010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Entering Unmasked Estep 
Score: -1307120.750000 Penalty: 2310.714844
	Iteration 0F: 2 clusters Score -1307121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1298735.250000 Penalty: 4621.429688
	Iteration 0F: 3 clusters Score -1298735 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1301148.375000 Penalty: 4621.429688
	Iteration 1F: 3 clusters Score -1301148 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1301482.125000 Penalty: 4621.429688
	Iteration 2F: 3 clusters Score -1301482 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1301710.000000 Penalty: 4621.429688
	Iteration 3F: 3 clusters Score -1301710 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1301858.500000 Penalty: 4621.429688
	Iteration 4Q: 3 clusters Score -1301858 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1301987.500000 Penalty: 4621.429688
	Iteration 5Q: 3 clusters Score -1301988 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1302121.000000 Penalty: 4621.429688
	Iteration 6Q: 3 clusters Score -1302121 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1302241.250000 Penalty: 4621.429688
	Iteration 7Q: 3 clusters Score -1302241 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1302356.375000 Penalty: 4621.429688
	Iteration 8Q: 3 clusters Score -1302356 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1302474.875000 Penalty: 4621.429688
	Iteration 9Q: 3 clusters Score -1302475 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1302616.875000 Penalty: 4621.429688
	Iteration 10Q: 3 clusters Score -1302617 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1302762.750000 Penalty: 4621.429688
	Iteration 11Q: 3 clusters Score -1302763 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1302952.125000 Penalty: 4621.429688
	Iteration 12Q: 3 clusters Score -1302952 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1303213.000000 Penalty: 4621.429688
	Iteration 13Q: 3 clusters Score -1303213 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1303508.000000 Penalty: 4621.429688
	Iteration 14Q: 3 clusters Score -1303508 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1303789.875000 Penalty: 4621.429688
	Iteration 15Q: 3 clusters Score -1303790 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1304065.500000 Penalty: 4621.429688
	Iteration 16Q: 3 clusters Score -1304066 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1304289.250000 Penalty: 4621.429688
	Iteration 17Q: 3 clusters Score -1304289 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1304479.250000 Penalty: 4621.429688
	Iteration 18Q: 3 clusters Score -1304479 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1304644.875000 Penalty: 4621.429688
	Iteration 19Q: 3 clusters Score -1304645 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1304749.750000 Penalty: 4621.429688
	Iteration 20F: 3 clusters Score -1304750 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1304843.875000 Penalty: 4621.429688
	Iteration 21Q: 3 clusters Score -1304844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1304913.250000 Penalty: 4621.429688
	Iteration 22Q: 3 clusters Score -1304913 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1304967.125000 Penalty: 4621.429688
	Iteration 23Q: 3 clusters Score -1304967 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1305014.125000 Penalty: 4621.429688
	Iteration 24Q: 3 clusters Score -1305014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1305045.000000 Penalty: 4621.429688
	Iteration 25Q: 3 clusters Score -1305045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1305064.000000 Penalty: 4621.429688
	Iteration 26Q: 3 clusters Score -1305064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1305078.625000 Penalty: 4621.429688
	Iteration 27Q: 3 clusters Score -1305079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1305081.000000 Penalty: 4621.429688
	Iteration 28Q: 3 clusters Score -1305081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1305092.000000 Penalty: 4621.429688
	Iteration 29Q: 3 clusters Score -1305092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1305092.750000 Penalty: 4621.429688
	Iteration 30Q: 3 clusters Score -1305093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1305098.250000 Penalty: 4621.429688
	Iteration 31Q: 3 clusters Score -1305098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1305104.000000 Penalty: 4621.429688
	Iteration 32Q: 3 clusters Score -1305104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1305104.875000 Penalty: 4621.429688
	Iteration 33Q: 3 clusters Score -1305105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1305106.250000 Penalty: 4621.429688
	Iteration 34Q: 3 clusters Score -1305106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1305108.250000 Penalty: 4621.429688
	Iteration 35Q: 3 clusters Score -1305108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1305111.750000 Penalty: 4621.429688
	Iteration 36Q: 3 clusters Score -1305112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1305120.000000 Penalty: 4621.429688
	Iteration 37Q: 3 clusters Score -1305120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1305126.125000 Penalty: 4621.429688
	Iteration 38Q: 3 clusters Score -1305126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1305132.625000 Penalty: 4621.429688
	Iteration 39Q: 3 clusters Score -1305133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1305133.125000 Penalty: 4621.429688
	Iteration 40F: 3 clusters Score -1305133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1305135.625000 Penalty: 4621.429688
	Iteration 41Q: 3 clusters Score -1305136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1305138.875000 Penalty: 4621.429688
	Iteration 42Q: 3 clusters Score -1305139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1305139.625000 Penalty: 4621.429688
	Iteration 43Q: 3 clusters Score -1305140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1305139.625000 Penalty: 4621.429688
	Iteration 44F: 3 clusters Score -1305140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Entering Unmasked Estep 
Score: -1397506.625000 Penalty: 2347.987793
	Iteration 0F: 2 clusters Score -1397507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1387957.000000 Penalty: 4695.975586
	Iteration 0F: 3 clusters Score -1387957 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1390893.125000 Penalty: 4695.975586
	Iteration 1F: 3 clusters Score -1390893 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1391259.750000 Penalty: 4695.975586
	Iteration 2F: 3 clusters Score -1391260 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1391543.250000 Penalty: 4695.975586
	Iteration 3F: 3 clusters Score -1391543 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1391779.625000 Penalty: 4695.975586
	Iteration 4Q: 3 clusters Score -1391780 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1391992.875000 Penalty: 4695.975586
	Iteration 5Q: 3 clusters Score -1391993 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1392235.625000 Penalty: 4695.975586
	Iteration 6Q: 3 clusters Score -1392236 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1392495.125000 Penalty: 4695.975586
	Iteration 7Q: 3 clusters Score -1392495 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1392802.125000 Penalty: 4695.975586
	Iteration 8Q: 3 clusters Score -1392802 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1393182.125000 Penalty: 4695.975586
	Iteration 9Q: 3 clusters Score -1393182 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1393596.750000 Penalty: 4695.975586
	Iteration 10Q: 3 clusters Score -1393597 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1394025.125000 Penalty: 4695.975586
	Iteration 11Q: 3 clusters Score -1394025 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1394422.750000 Penalty: 4695.975586
	Iteration 12Q: 3 clusters Score -1394423 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1394711.500000 Penalty: 4695.975586
	Iteration 13Q: 3 clusters Score -1394712 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1394944.625000 Penalty: 4695.975586
	Iteration 14Q: 3 clusters Score -1394945 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1395133.625000 Penalty: 4695.975586
	Iteration 15Q: 3 clusters Score -1395134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1395234.000000 Penalty: 4695.975586
	Iteration 16Q: 3 clusters Score -1395234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1395309.125000 Penalty: 4695.975586
	Iteration 17Q: 3 clusters Score -1395309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1395353.250000 Penalty: 4695.975586
	Iteration 18Q: 3 clusters Score -1395353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1395381.500000 Penalty: 4695.975586
	Iteration 19Q: 3 clusters Score -1395382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1395401.250000 Penalty: 4695.975586
	Iteration 20F: 3 clusters Score -1395401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1395418.375000 Penalty: 4695.975586
	Iteration 21Q: 3 clusters Score -1395418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1395429.875000 Penalty: 4695.975586
	Iteration 22Q: 3 clusters Score -1395430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1395444.500000 Penalty: 4695.975586
	Iteration 23Q: 3 clusters Score -1395444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1395457.250000 Penalty: 4695.975586
	Iteration 24Q: 3 clusters Score -1395457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1395460.625000 Penalty: 4695.975586
	Iteration 25Q: 3 clusters Score -1395461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1395468.625000 Penalty: 4695.975586
	Iteration 26Q: 3 clusters Score -1395469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1395474.125000 Penalty: 4695.975586
	Iteration 27Q: 3 clusters Score -1395474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1395477.500000 Penalty: 4695.975586
	Iteration 28Q: 3 clusters Score -1395478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1395478.125000 Penalty: 4695.975586
	Iteration 29Q: 3 clusters Score -1395478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1395485.375000 Penalty: 4695.975586
	Iteration 30Q: 3 clusters Score -1395485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1395488.375000 Penalty: 4695.975586
	Iteration 31Q: 3 clusters Score -1395488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1395489.500000 Penalty: 4695.975586
	Iteration 32Q: 3 clusters Score -1395490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1395490.500000 Penalty: 4695.975586
	Iteration 33Q: 3 clusters Score -1395490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1395490.500000 Penalty: 4695.975586
	Iteration 34F: 3 clusters Score -1395490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Entering Unmasked Estep 
Score: -2249459.000000 Penalty: 2444.866699
	Iteration 0F: 2 clusters Score -2249459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2235893.750000 Penalty: 4889.733398
	Iteration 0F: 3 clusters Score -2235894 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2240238.250000 Penalty: 4889.733398
	Iteration 1F: 3 clusters Score -2240238 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2240611.750000 Penalty: 4889.733398
	Iteration 2F: 3 clusters Score -2240612 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2240891.000000 Penalty: 4889.733398
	Iteration 3Q: 3 clusters Score -2240891 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2241120.750000 Penalty: 4889.733398
	Iteration 4Q: 3 clusters Score -2241121 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2241334.500000 Penalty: 4889.733398
	Iteration 5Q: 3 clusters Score -2241334 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2241557.750000 Penalty: 4889.733398
	Iteration 6Q: 3 clusters Score -2241558 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2241777.500000 Penalty: 4889.733398
	Iteration 7Q: 3 clusters Score -2241778 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2242017.500000 Penalty: 4889.733398
	Iteration 8Q: 3 clusters Score -2242018 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2242295.000000 Penalty: 4889.733398
	Iteration 9Q: 3 clusters Score -2242295 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2242558.500000 Penalty: 4889.733398
	Iteration 10Q: 3 clusters Score -2242558 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2242893.500000 Penalty: 4889.733398
	Iteration 11Q: 3 clusters Score -2242894 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2243280.500000 Penalty: 4889.733398
	Iteration 12Q: 3 clusters Score -2243280 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2243757.750000 Penalty: 4889.733398
	Iteration 13Q: 3 clusters Score -2243758 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2244272.000000 Penalty: 4889.733398
	Iteration 14Q: 3 clusters Score -2244272 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2244745.750000 Penalty: 4889.733398
	Iteration 15Q: 3 clusters Score -2244746 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2245146.000000 Penalty: 4889.733398
	Iteration 16Q: 3 clusters Score -2245146 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2245444.750000 Penalty: 4889.733398
	Iteration 17Q: 3 clusters Score -2245445 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2245632.000000 Penalty: 4889.733398
	Iteration 18Q: 3 clusters Score -2245632 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2245746.500000 Penalty: 4889.733398
	Iteration 19Q: 3 clusters Score -2245746 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2245833.500000 Penalty: 4889.733398
	Iteration 20F: 3 clusters Score -2245834 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2245918.000000 Penalty: 4889.733398
	Iteration 21Q: 3 clusters Score -2245918 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2245993.250000 Penalty: 4889.733398
	Iteration 22Q: 3 clusters Score -2245993 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2246037.500000 Penalty: 4889.733398
	Iteration 23Q: 3 clusters Score -2246038 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2246078.000000 Penalty: 4889.733398
	Iteration 24Q: 3 clusters Score -2246078 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2246111.000000 Penalty: 4889.733398
	Iteration 25Q: 3 clusters Score -2246111 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2246141.500000 Penalty: 4889.733398
	Iteration 26Q: 3 clusters Score -2246142 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2246168.750000 Penalty: 4889.733398
	Iteration 27Q: 3 clusters Score -2246169 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2246192.500000 Penalty: 4889.733398
	Iteration 28Q: 3 clusters Score -2246192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2246215.750000 Penalty: 4889.733398
	Iteration 29Q: 3 clusters Score -2246216 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2246226.750000 Penalty: 4889.733398
	Iteration 30Q: 3 clusters Score -2246227 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2246245.500000 Penalty: 4889.733398
	Iteration 31Q: 3 clusters Score -2246246 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2246262.000000 Penalty: 4889.733398
	Iteration 32Q: 3 clusters Score -2246262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2246279.500000 Penalty: 4889.733398
	Iteration 33Q: 3 clusters Score -2246280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2246301.000000 Penalty: 4889.733398
	Iteration 34Q: 3 clusters Score -2246301 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2246331.250000 Penalty: 4889.733398
	Iteration 35Q: 3 clusters Score -2246331 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2246356.000000 Penalty: 4889.733398
	Iteration 36Q: 3 clusters Score -2246356 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2246381.750000 Penalty: 4889.733398
	Iteration 37Q: 3 clusters Score -2246382 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2246402.750000 Penalty: 4889.733398
	Iteration 38Q: 3 clusters Score -2246403 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2246428.250000 Penalty: 4889.733398
	Iteration 39Q: 3 clusters Score -2246428 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2246458.250000 Penalty: 4889.733398
	Iteration 40F: 3 clusters Score -2246458 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2246480.000000 Penalty: 4889.733398
	Iteration 41Q: 3 clusters Score -2246480 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2246503.000000 Penalty: 4889.733398
	Iteration 42Q: 3 clusters Score -2246503 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2246524.000000 Penalty: 4889.733398
	Iteration 43Q: 3 clusters Score -2246524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2246547.250000 Penalty: 4889.733398
	Iteration 44Q: 3 clusters Score -2246547 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2246563.500000 Penalty: 4889.733398
	Iteration 45Q: 3 clusters Score -2246564 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2246589.000000 Penalty: 4889.733398
	Iteration 46Q: 3 clusters Score -2246589 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2246602.500000 Penalty: 4889.733398
	Iteration 47Q: 3 clusters Score -2246602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2246625.750000 Penalty: 4889.733398
	Iteration 48Q: 3 clusters Score -2246626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2246632.250000 Penalty: 4889.733398
	Iteration 49Q: 3 clusters Score -2246632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2246656.500000 Penalty: 4889.733398
	Iteration 50Q: 3 clusters Score -2246656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2246670.250000 Penalty: 4889.733398
	Iteration 51Q: 3 clusters Score -2246670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2246684.500000 Penalty: 4889.733398
	Iteration 52Q: 3 clusters Score -2246684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2246707.000000 Penalty: 4889.733398
	Iteration 53Q: 3 clusters Score -2246707 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2246730.500000 Penalty: 4889.733398
	Iteration 54Q: 3 clusters Score -2246730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2246742.250000 Penalty: 4889.733398
	Iteration 55Q: 3 clusters Score -2246742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2246782.500000 Penalty: 4889.733398
	Iteration 56Q: 3 clusters Score -2246782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2246794.000000 Penalty: 4889.733398
	Iteration 57Q: 3 clusters Score -2246794 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2246816.750000 Penalty: 4889.733398
	Iteration 58Q: 3 clusters Score -2246817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2246830.500000 Penalty: 4889.733398
	Iteration 59Q: 3 clusters Score -2246830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2246857.500000 Penalty: 4889.733398
	Iteration 60F: 3 clusters Score -2246858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2246873.750000 Penalty: 4889.733398
	Iteration 61Q: 3 clusters Score -2246874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2246884.500000 Penalty: 4889.733398
	Iteration 62Q: 3 clusters Score -2246884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2246893.000000 Penalty: 4889.733398
	Iteration 63Q: 3 clusters Score -2246893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2246903.750000 Penalty: 4889.733398
	Iteration 64Q: 3 clusters Score -2246904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2246918.000000 Penalty: 4889.733398
	Iteration 65Q: 3 clusters Score -2246918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2246936.250000 Penalty: 4889.733398
	Iteration 66Q: 3 clusters Score -2246936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2246956.250000 Penalty: 4889.733398
	Iteration 67Q: 3 clusters Score -2246956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2246980.500000 Penalty: 4889.733398
	Iteration 68Q: 3 clusters Score -2246980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2247009.250000 Penalty: 4889.733398
	Iteration 69Q: 3 clusters Score -2247009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2247031.500000 Penalty: 4889.733398
	Iteration 70Q: 3 clusters Score -2247032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2247054.500000 Penalty: 4889.733398
	Iteration 71Q: 3 clusters Score -2247054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2247083.750000 Penalty: 4889.733398
	Iteration 72Q: 3 clusters Score -2247084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2247091.750000 Penalty: 4889.733398
	Iteration 73Q: 3 clusters Score -2247092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2247113.750000 Penalty: 4889.733398
	Iteration 74Q: 3 clusters Score -2247114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2247137.500000 Penalty: 4889.733398
	Iteration 75Q: 3 clusters Score -2247138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2247150.000000 Penalty: 4889.733398
	Iteration 76Q: 3 clusters Score -2247150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2247163.500000 Penalty: 4889.733398
	Iteration 77Q: 3 clusters Score -2247164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2247171.250000 Penalty: 4889.733398
	Iteration 78Q: 3 clusters Score -2247171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2247182.500000 Penalty: 4889.733398
	Iteration 79Q: 3 clusters Score -2247182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2247187.250000 Penalty: 4889.733398
	Iteration 80F: 3 clusters Score -2247187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2247191.500000 Penalty: 4889.733398
	Iteration 81Q: 3 clusters Score -2247192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2247195.000000 Penalty: 4889.733398
	Iteration 82Q: 3 clusters Score -2247195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2247204.750000 Penalty: 4889.733398
	Iteration 83Q: 3 clusters Score -2247205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2247215.000000 Penalty: 4889.733398
	Iteration 84Q: 3 clusters Score -2247215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2247222.000000 Penalty: 4889.733398
	Iteration 85Q: 3 clusters Score -2247222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2247226.750000 Penalty: 4889.733398
	Iteration 86Q: 3 clusters Score -2247227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2247223.750000 Penalty: 4889.733398
	Iteration 87Q: 3 clusters Score -2247224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2247230.750000 Penalty: 4889.733398
	Iteration 88Q: 3 clusters Score -2247231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2247232.250000 Penalty: 4889.733398
	Iteration 89Q: 3 clusters Score -2247232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2247235.500000 Penalty: 4889.733398
	Iteration 90Q: 3 clusters Score -2247236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2247238.250000 Penalty: 4889.733398
	Iteration 91Q: 3 clusters Score -2247238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2247240.750000 Penalty: 4889.733398
	Iteration 92Q: 3 clusters Score -2247241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2247235.000000 Penalty: 4889.733398
	Iteration 93Q: 3 clusters Score -2247235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2247246.500000 Penalty: 4889.733398
	Iteration 94Q: 3 clusters Score -2247246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2247246.500000 Penalty: 4889.733398
	Iteration 95Q: 3 clusters Score -2247246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2247249.750000 Penalty: 4889.733398
	Iteration 96Q: 3 clusters Score -2247250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2247251.250000 Penalty: 4889.733398
	Iteration 97Q: 3 clusters Score -2247251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2247248.500000 Penalty: 4889.733398
	Iteration 98Q: 3 clusters Score -2247248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2247253.500000 Penalty: 4889.733398
	Iteration 99Q: 3 clusters Score -2247254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2247253.250000 Penalty: 4889.733398
	Iteration 100F: 3 clusters Score -2247253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2247258.250000 Penalty: 4889.733398
	Iteration 101Q: 3 clusters Score -2247258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2247255.250000 Penalty: 4889.733398
	Iteration 102Q: 3 clusters Score -2247255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2247260.500000 Penalty: 4889.733398
	Iteration 103Q: 3 clusters Score -2247260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2247260.250000 Penalty: 4889.733398
	Iteration 104Q: 3 clusters Score -2247260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2247260.250000 Penalty: 4889.733398
	Iteration 105F: 3 clusters Score -2247260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -499557.718750 Penalty: 2078.410156
	Iteration 0F: 2 clusters Score -499557.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -495406.468750 Penalty: 4156.820312
	Iteration 0F: 3 clusters Score -495406.5 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -496348.625000 Penalty: 4156.820312
	Iteration 1F: 3 clusters Score -496348.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -496583.375000 Penalty: 4156.820312
	Iteration 2F: 3 clusters Score -496583.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -496769.781250 Penalty: 4156.820312
	Iteration 3F: 3 clusters Score -496769.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -496982.125000 Penalty: 4156.820312
	Iteration 4F: 3 clusters Score -496982.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -497255.125000 Penalty: 4156.820312
	Iteration 5F: 3 clusters Score -497255.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -497673.843750 Penalty: 4156.820312
	Iteration 6F: 3 clusters Score -497673.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -498416.531250 Penalty: 4156.820312
	Iteration 7F: 3 clusters Score -498416.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -499502.500000 Penalty: 4156.820312
	Iteration 8F: 3 clusters Score -499502.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -500252.437500 Penalty: 4156.820312
	Iteration 9F: 3 clusters Score -500252.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -500515.718750 Penalty: 4156.820312
	Iteration 10Q: 3 clusters Score -500515.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -500574.875000 Penalty: 4156.820312
	Iteration 11Q: 3 clusters Score -500574.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -500585.875000 Penalty: 4156.820312
	Iteration 12Q: 3 clusters Score -500585.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -500593.062500 Penalty: 4156.820312
	Iteration 13Q: 3 clusters Score -500593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -500595.843750 Penalty: 4156.820312
	Iteration 14Q: 3 clusters Score -500595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -500596.343750 Penalty: 4156.820312
	Iteration 15Q: 3 clusters Score -500596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -500596.656250 Penalty: 4156.820312
	Iteration 16Q: 3 clusters Score -500596.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -500596.656250 Penalty: 4156.820312
	Iteration 17F: 3 clusters Score -500596.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 1918 members 
Mstep: Class 3 contains 326412 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11130 members 
Mstep: Class 7 contains 12935 members 
Mstep: Class 8 contains 19117 members 
Mstep: Class 9 contains 2444 members 
Mstep: Class 10 contains 14969 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 34792 members 
Mstep: Class 13 contains 65221 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19311 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 43010 members 
Mstep: Class 18 contains 5635 members 
Mstep: Class 19 contains 14307 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65068 members 
Mstep: Class 24 contains 103473 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92690096.000000 Penalty: 91179.304688
Splitting cluster 9 changes total score from -92690488.000000 to -92690096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (14969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Entering Unmasked Estep 
Score: -1760009.625000 Penalty: 2384.206787
	Iteration 0F: 2 clusters Score -1760010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1749103.000000 Penalty: 4768.413574
	Iteration 0F: 3 clusters Score -1749103 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1752459.750000 Penalty: 4768.413574
	Iteration 1F: 3 clusters Score -1752460 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1752897.250000 Penalty: 4768.413574
	Iteration 2F: 3 clusters Score -1752897 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1753314.125000 Penalty: 4768.413574
	Iteration 3F: 3 clusters Score -1753314 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1753724.000000 Penalty: 4768.413574
	Iteration 4F: 3 clusters Score -1753724 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1754189.625000 Penalty: 4768.413574
	Iteration 5F: 3 clusters Score -1754190 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1754668.875000 Penalty: 4768.413574
	Iteration 6F: 3 clusters Score -1754669 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1755143.250000 Penalty: 4768.413574
	Iteration 7F: 3 clusters Score -1755143 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1755657.875000 Penalty: 4768.413574
	Iteration 8F: 3 clusters Score -1755658 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1756304.750000 Penalty: 4768.413574
	Iteration 9F: 3 clusters Score -1756305 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1756964.750000 Penalty: 4768.413574
	Iteration 10F: 3 clusters Score -1756965 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1757574.375000 Penalty: 4768.413574
	Iteration 11F: 3 clusters Score -1757574 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1758025.125000 Penalty: 4768.413574
	Iteration 12Q: 3 clusters Score -1758025 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1758351.125000 Penalty: 4768.413574
	Iteration 13Q: 3 clusters Score -1758351 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1758589.625000 Penalty: 4768.413574
	Iteration 14Q: 3 clusters Score -1758590 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1758753.125000 Penalty: 4768.413574
	Iteration 15Q: 3 clusters Score -1758753 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1758859.750000 Penalty: 4768.413574
	Iteration 16Q: 3 clusters Score -1758860 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1758959.500000 Penalty: 4768.413574
	Iteration 17Q: 3 clusters Score -1758960 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1759021.500000 Penalty: 4768.413574
	Iteration 18Q: 3 clusters Score -1759022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1759073.875000 Penalty: 4768.413574
	Iteration 19Q: 3 clusters Score -1759074 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1759126.500000 Penalty: 4768.413574
	Iteration 20F: 3 clusters Score -1759126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1759164.250000 Penalty: 4768.413574
	Iteration 21Q: 3 clusters Score -1759164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1759196.750000 Penalty: 4768.413574
	Iteration 22Q: 3 clusters Score -1759197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1759214.625000 Penalty: 4768.413574
	Iteration 23Q: 3 clusters Score -1759215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1759229.000000 Penalty: 4768.413574
	Iteration 24Q: 3 clusters Score -1759229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1759242.625000 Penalty: 4768.413574
	Iteration 25Q: 3 clusters Score -1759243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1759250.875000 Penalty: 4768.413574
	Iteration 26Q: 3 clusters Score -1759251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1759257.250000 Penalty: 4768.413574
	Iteration 27Q: 3 clusters Score -1759257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1759257.750000 Penalty: 4768.413574
	Iteration 28Q: 3 clusters Score -1759258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1759263.125000 Penalty: 4768.413574
	Iteration 29Q: 3 clusters Score -1759263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1759262.250000 Penalty: 4768.413574
	Iteration 30Q: 3 clusters Score -1759262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1759266.000000 Penalty: 4768.413574
	Iteration 31Q: 3 clusters Score -1759266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1759264.875000 Penalty: 4768.413574
	Iteration 32Q: 3 clusters Score -1759265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1759267.375000 Penalty: 4768.413574
	Iteration 33Q: 3 clusters Score -1759267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1759267.875000 Penalty: 4768.413574
	Iteration 34Q: 3 clusters Score -1759268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1759267.875000 Penalty: 4768.413574
	Iteration 35F: 3 clusters Score -1759268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Entering Unmasked Estep 
Score: -704582.250000 Penalty: 2158.552002
	Iteration 0F: 2 clusters Score -704582.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -699366.687500 Penalty: 4317.104004
	Iteration 0F: 3 clusters Score -699366.7 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -700646.625000 Penalty: 4317.104004
	Iteration 1F: 3 clusters Score -700646.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -700844.500000 Penalty: 4317.104004
	Iteration 2F: 3 clusters Score -700844.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -700970.375000 Penalty: 4317.104004
	Iteration 3Q: 3 clusters Score -700970.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -701079.250000 Penalty: 4317.104004
	Iteration 4Q: 3 clusters Score -701079.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -701166.250000 Penalty: 4317.104004
	Iteration 5Q: 3 clusters Score -701166.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -701241.750000 Penalty: 4317.104004
	Iteration 6Q: 3 clusters Score -701241.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -701294.062500 Penalty: 4317.104004
	Iteration 7Q: 3 clusters Score -701294.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -701335.000000 Penalty: 4317.104004
	Iteration 8Q: 3 clusters Score -701335 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -701372.500000 Penalty: 4317.104004
	Iteration 9Q: 3 clusters Score -701372.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -701411.125000 Penalty: 4317.104004
	Iteration 10Q: 3 clusters Score -701411.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -701448.812500 Penalty: 4317.104004
	Iteration 11Q: 3 clusters Score -701448.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -701475.000000 Penalty: 4317.104004
	Iteration 12Q: 3 clusters Score -701475 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -701493.250000 Penalty: 4317.104004
	Iteration 13Q: 3 clusters Score -701493.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -701514.312500 Penalty: 4317.104004
	Iteration 14Q: 3 clusters Score -701514.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -701532.937500 Penalty: 4317.104004
	Iteration 15Q: 3 clusters Score -701532.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -701555.437500 Penalty: 4317.104004
	Iteration 16Q: 3 clusters Score -701555.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -701576.312500 Penalty: 4317.104004
	Iteration 17Q: 3 clusters Score -701576.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -701596.937500 Penalty: 4317.104004
	Iteration 18Q: 3 clusters Score -701596.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -701611.000000 Penalty: 4317.104004
	Iteration 19Q: 3 clusters Score -701611 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -701627.812500 Penalty: 4317.104004
	Iteration 20F: 3 clusters Score -701627.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -701648.375000 Penalty: 4317.104004
	Iteration 21Q: 3 clusters Score -701648.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -701669.687500 Penalty: 4317.104004
	Iteration 22Q: 3 clusters Score -701669.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -701689.250000 Penalty: 4317.104004
	Iteration 23Q: 3 clusters Score -701689.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -701705.687500 Penalty: 4317.104004
	Iteration 24Q: 3 clusters Score -701705.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -701724.562500 Penalty: 4317.104004
	Iteration 25Q: 3 clusters Score -701724.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -701745.000000 Penalty: 4317.104004
	Iteration 26Q: 3 clusters Score -701745 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -701759.562500 Penalty: 4317.104004
	Iteration 27Q: 3 clusters Score -701759.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -701775.000000 Penalty: 4317.104004
	Iteration 28Q: 3 clusters Score -701775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -701784.062500 Penalty: 4317.104004
	Iteration 29Q: 3 clusters Score -701784.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -701798.750000 Penalty: 4317.104004
	Iteration 30Q: 3 clusters Score -701798.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -701816.562500 Penalty: 4317.104004
	Iteration 31Q: 3 clusters Score -701816.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -701831.812500 Penalty: 4317.104004
	Iteration 32Q: 3 clusters Score -701831.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -701845.500000 Penalty: 4317.104004
	Iteration 33Q: 3 clusters Score -701845.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -701854.687500 Penalty: 4317.104004
	Iteration 34Q: 3 clusters Score -701854.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -701867.937500 Penalty: 4317.104004
	Iteration 35Q: 3 clusters Score -701867.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -701875.750000 Penalty: 4317.104004
	Iteration 36Q: 3 clusters Score -701875.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -701891.625000 Penalty: 4317.104004
	Iteration 37Q: 3 clusters Score -701891.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -701912.312500 Penalty: 4317.104004
	Iteration 38Q: 3 clusters Score -701912.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -701931.000000 Penalty: 4317.104004
	Iteration 39Q: 3 clusters Score -701931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -701948.000000 Penalty: 4317.104004
	Iteration 40F: 3 clusters Score -701948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -701969.250000 Penalty: 4317.104004
	Iteration 41Q: 3 clusters Score -701969.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -701990.937500 Penalty: 4317.104004
	Iteration 42Q: 3 clusters Score -701990.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -702014.250000 Penalty: 4317.104004
	Iteration 43Q: 3 clusters Score -702014.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -702032.625000 Penalty: 4317.104004
	Iteration 44Q: 3 clusters Score -702032.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -702044.312500 Penalty: 4317.104004
	Iteration 45Q: 3 clusters Score -702044.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -702058.312500 Penalty: 4317.104004
	Iteration 46Q: 3 clusters Score -702058.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -702071.750000 Penalty: 4317.104004
	Iteration 47Q: 3 clusters Score -702071.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -702091.750000 Penalty: 4317.104004
	Iteration 48Q: 3 clusters Score -702091.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -702121.562500 Penalty: 4317.104004
	Iteration 49Q: 3 clusters Score -702121.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -702153.937500 Penalty: 4317.104004
	Iteration 50Q: 3 clusters Score -702153.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -702186.500000 Penalty: 4317.104004
	Iteration 51Q: 3 clusters Score -702186.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -702217.750000 Penalty: 4317.104004
	Iteration 52Q: 3 clusters Score -702217.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -702243.625000 Penalty: 4317.104004
	Iteration 53Q: 3 clusters Score -702243.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -702270.937500 Penalty: 4317.104004
	Iteration 54Q: 3 clusters Score -702270.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -702297.625000 Penalty: 4317.104004
	Iteration 55Q: 3 clusters Score -702297.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -702325.812500 Penalty: 4317.104004
	Iteration 56Q: 3 clusters Score -702325.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -702347.187500 Penalty: 4317.104004
	Iteration 57Q: 3 clusters Score -702347.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -702371.187500 Penalty: 4317.104004
	Iteration 58Q: 3 clusters Score -702371.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -702387.875000 Penalty: 4317.104004
	Iteration 59Q: 3 clusters Score -702387.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -702399.562500 Penalty: 4317.104004
	Iteration 60F: 3 clusters Score -702399.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -702414.625000 Penalty: 4317.104004
	Iteration 61Q: 3 clusters Score -702414.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -702429.375000 Penalty: 4317.104004
	Iteration 62Q: 3 clusters Score -702429.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -702444.750000 Penalty: 4317.104004
	Iteration 63Q: 3 clusters Score -702444.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -702458.750000 Penalty: 4317.104004
	Iteration 64Q: 3 clusters Score -702458.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -702474.562500 Penalty: 4317.104004
	Iteration 65Q: 3 clusters Score -702474.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -702492.500000 Penalty: 4317.104004
	Iteration 66Q: 3 clusters Score -702492.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -702506.750000 Penalty: 4317.104004
	Iteration 67Q: 3 clusters Score -702506.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -702520.687500 Penalty: 4317.104004
	Iteration 68Q: 3 clusters Score -702520.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -702532.375000 Penalty: 4317.104004
	Iteration 69Q: 3 clusters Score -702532.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -702547.125000 Penalty: 4317.104004
	Iteration 70Q: 3 clusters Score -702547.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -702563.437500 Penalty: 4317.104004
	Iteration 71Q: 3 clusters Score -702563.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -702580.687500 Penalty: 4317.104004
	Iteration 72Q: 3 clusters Score -702580.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -702594.937500 Penalty: 4317.104004
	Iteration 73Q: 3 clusters Score -702594.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -702604.625000 Penalty: 4317.104004
	Iteration 74Q: 3 clusters Score -702604.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -702617.625000 Penalty: 4317.104004
	Iteration 75Q: 3 clusters Score -702617.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -702628.187500 Penalty: 4317.104004
	Iteration 76Q: 3 clusters Score -702628.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -702635.250000 Penalty: 4317.104004
	Iteration 77Q: 3 clusters Score -702635.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -702645.937500 Penalty: 4317.104004
	Iteration 78Q: 3 clusters Score -702645.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -702652.500000 Penalty: 4317.104004
	Iteration 79Q: 3 clusters Score -702652.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -702659.500000 Penalty: 4317.104004
	Iteration 80F: 3 clusters Score -702659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -702660.937500 Penalty: 4317.104004
	Iteration 81Q: 3 clusters Score -702660.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -702665.812500 Penalty: 4317.104004
	Iteration 82Q: 3 clusters Score -702665.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -702672.750000 Penalty: 4317.104004
	Iteration 83Q: 3 clusters Score -702672.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -702673.500000 Penalty: 4317.104004
	Iteration 84Q: 3 clusters Score -702673.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -702673.437500 Penalty: 4317.104004
	Iteration 85Q: 3 clusters Score -702673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -702673.750000 Penalty: 4317.104004
	Iteration 86Q: 3 clusters Score -702673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -702676.312500 Penalty: 4317.104004
	Iteration 87Q: 3 clusters Score -702676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -702676.562500 Penalty: 4317.104004
	Iteration 88Q: 3 clusters Score -702676.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -702676.562500 Penalty: 4317.104004
	Iteration 89F: 3 clusters Score -702676.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Entering Unmasked Estep 
Score: -4099761.250000 Penalty: 2593.371338
	Iteration 0F: 2 clusters Score -4099761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -4076018.000000 Penalty: 5186.742676
	Iteration 0F: 3 clusters Score -4076018 nChanged 15842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4084691.500000 Penalty: 5186.742676
	Iteration 1F: 3 clusters Score -4084692 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -4085271.000000 Penalty: 5186.742676
	Iteration 2Q: 3 clusters Score -4085271 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -4085946.500000 Penalty: 5186.742676
	Iteration 3Q: 3 clusters Score -4085946 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -4086799.000000 Penalty: 5186.742676
	Iteration 4F: 3 clusters Score -4086799 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -4088066.750000 Penalty: 5186.742676
	Iteration 5F: 3 clusters Score -4088067 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -4089905.250000 Penalty: 5186.742676
	Iteration 6F: 3 clusters Score -4089905 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4092215.750000 Penalty: 5186.742676
	Iteration 7F: 3 clusters Score -4092216 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4094352.500000 Penalty: 5186.742676
	Iteration 8F: 3 clusters Score -4094352 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4095811.000000 Penalty: 5186.742676
	Iteration 9Q: 3 clusters Score -4095811 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4096569.750000 Penalty: 5186.742676
	Iteration 10Q: 3 clusters Score -4096570 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4096977.500000 Penalty: 5186.742676
	Iteration 11Q: 3 clusters Score -4096978 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4097176.000000 Penalty: 5186.742676
	Iteration 12Q: 3 clusters Score -4097176 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4097296.000000 Penalty: 5186.742676
	Iteration 13Q: 3 clusters Score -4097296 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4097357.500000 Penalty: 5186.742676
	Iteration 14Q: 3 clusters Score -4097358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4097400.500000 Penalty: 5186.742676
	Iteration 15Q: 3 clusters Score -4097400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4097428.250000 Penalty: 5186.742676
	Iteration 16Q: 3 clusters Score -4097428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4097455.750000 Penalty: 5186.742676
	Iteration 17Q: 3 clusters Score -4097456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4097468.750000 Penalty: 5186.742676
	Iteration 18Q: 3 clusters Score -4097469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4097483.750000 Penalty: 5186.742676
	Iteration 19Q: 3 clusters Score -4097484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4097498.250000 Penalty: 5186.742676
	Iteration 20F: 3 clusters Score -4097498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4097512.500000 Penalty: 5186.742676
	Iteration 21Q: 3 clusters Score -4097512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4097514.000000 Penalty: 5186.742676
	Iteration 22Q: 3 clusters Score -4097514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4097524.000000 Penalty: 5186.742676
	Iteration 23Q: 3 clusters Score -4097524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4097522.250000 Penalty: 5186.742676
	Iteration 24Q: 3 clusters Score -4097522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4097527.750000 Penalty: 5186.742676
	Iteration 25Q: 3 clusters Score -4097528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4097531.500000 Penalty: 5186.742676
	Iteration 26Q: 3 clusters Score -4097532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4097531.500000 Penalty: 5186.742676
	Iteration 27Q: 3 clusters Score -4097532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4097537.250000 Penalty: 5186.742676
	Iteration 28Q: 3 clusters Score -4097537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4097535.250000 Penalty: 5186.742676
	Iteration 29Q: 3 clusters Score -4097535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4097540.750000 Penalty: 5186.742676
	Iteration 30Q: 3 clusters Score -4097541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4097543.500000 Penalty: 5186.742676
	Iteration 31Q: 3 clusters Score -4097544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4097549.000000 Penalty: 5186.742676
	Iteration 32Q: 3 clusters Score -4097549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4097552.500000 Penalty: 5186.742676
	Iteration 33Q: 3 clusters Score -4097552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4097548.750000 Penalty: 5186.742676
	Iteration 34Q: 3 clusters Score -4097549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4097549.500000 Penalty: 5186.742676
	Iteration 35Q: 3 clusters Score -4097550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4097550.250000 Penalty: 5186.742676
	Iteration 36Q: 3 clusters Score -4097550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4097550.250000 Penalty: 5186.742676
	Iteration 37F: 3 clusters Score -4097550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65221 members 
Entering Unmasked Estep 
Score: -7566685.000000 Penalty: 2749.213135
	Iteration 0F: 2 clusters Score -7566685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -7522808.000000 Penalty: 5498.426270
	Iteration 0F: 3 clusters Score -7522808 nChanged 30544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -7540085.500000 Penalty: 5498.426270
	Iteration 1F: 3 clusters Score -7540086 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -7540611.500000 Penalty: 5498.426270
	Iteration 2Q: 3 clusters Score -7540612 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -7541163.500000 Penalty: 5498.426270
	Iteration 3Q: 3 clusters Score -7541164 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -7541721.000000 Penalty: 5498.426270
	Iteration 4Q: 3 clusters Score -7541721 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -7542153.500000 Penalty: 5498.426270
	Iteration 5Q: 3 clusters Score -7542154 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -7542642.500000 Penalty: 5498.426270
	Iteration 6Q: 3 clusters Score -7542642 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -7543271.000000 Penalty: 5498.426270
	Iteration 7Q: 3 clusters Score -7543271 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -7543748.500000 Penalty: 5498.426270
	Iteration 8Q: 3 clusters Score -7543748 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -7544316.500000 Penalty: 5498.426270
	Iteration 9Q: 3 clusters Score -7544316 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -7544969.000000 Penalty: 5498.426270
	Iteration 10Q: 3 clusters Score -7544969 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -7545615.500000 Penalty: 5498.426270
	Iteration 11Q: 3 clusters Score -7545616 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -7546223.000000 Penalty: 5498.426270
	Iteration 12Q: 3 clusters Score -7546223 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -7546882.500000 Penalty: 5498.426270
	Iteration 13Q: 3 clusters Score -7546882 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -7547650.000000 Penalty: 5498.426270
	Iteration 14Q: 3 clusters Score -7547650 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -7548596.500000 Penalty: 5498.426270
	Iteration 15Q: 3 clusters Score -7548596 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -7549829.500000 Penalty: 5498.426270
	Iteration 16Q: 3 clusters Score -7549830 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -7551370.500000 Penalty: 5498.426270
	Iteration 17Q: 3 clusters Score -7551370 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -7553271.000000 Penalty: 5498.426270
	Iteration 18Q: 3 clusters Score -7553271 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -7555680.000000 Penalty: 5498.426270
	Iteration 19F: 3 clusters Score -7555680 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -7558302.000000 Penalty: 5498.426270
	Iteration 20F: 3 clusters Score -7558302 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -7560622.000000 Penalty: 5498.426270
	Iteration 21Q: 3 clusters Score -7560622 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -7562235.500000 Penalty: 5498.426270
	Iteration 22Q: 3 clusters Score -7562236 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7563290.000000 Penalty: 5498.426270
	Iteration 23Q: 3 clusters Score -7563290 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7563736.500000 Penalty: 5498.426270
	Iteration 24Q: 3 clusters Score -7563736 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7563950.500000 Penalty: 5498.426270
	Iteration 25Q: 3 clusters Score -7563950 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7564051.500000 Penalty: 5498.426270
	Iteration 26Q: 3 clusters Score -7564052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7564108.000000 Penalty: 5498.426270
	Iteration 27Q: 3 clusters Score -7564108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7564162.000000 Penalty: 5498.426270
	Iteration 28Q: 3 clusters Score -7564162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7564195.500000 Penalty: 5498.426270
	Iteration 29Q: 3 clusters Score -7564196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7564228.500000 Penalty: 5498.426270
	Iteration 30Q: 3 clusters Score -7564228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7564244.500000 Penalty: 5498.426270
	Iteration 31Q: 3 clusters Score -7564244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7564265.000000 Penalty: 5498.426270
	Iteration 32Q: 3 clusters Score -7564265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7564272.000000 Penalty: 5498.426270
	Iteration 33Q: 3 clusters Score -7564272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7564275.000000 Penalty: 5498.426270
	Iteration 34Q: 3 clusters Score -7564275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7564277.500000 Penalty: 5498.426270
	Iteration 35Q: 3 clusters Score -7564278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7564282.500000 Penalty: 5498.426270
	Iteration 36Q: 3 clusters Score -7564282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7564285.500000 Penalty: 5498.426270
	Iteration 37Q: 3 clusters Score -7564286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7564285.500000 Penalty: 5498.426270
	Iteration 38F: 3 clusters Score -7564286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Entering Unmasked Estep 
Score: -360959.718750 Penalty: 2013.093506
	Iteration 0F: 2 clusters Score -360959.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -357511.812500 Penalty: 4026.187012
	Iteration 0F: 3 clusters Score -357511.8 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -358455.531250 Penalty: 4026.187012
	Iteration 1F: 3 clusters Score -358455.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -358837.937500 Penalty: 4026.187012
	Iteration 2F: 3 clusters Score -358837.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -359309.187500 Penalty: 4026.187012
	Iteration 3F: 3 clusters Score -359309.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -359845.031250 Penalty: 4026.187012
	Iteration 4F: 3 clusters Score -359845 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -360322.812500 Penalty: 4026.187012
	Iteration 5F: 3 clusters Score -360322.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -360705.031250 Penalty: 4026.187012
	Iteration 6F: 3 clusters Score -360705 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -360953.406250 Penalty: 4026.187012
	Iteration 7Q: 3 clusters Score -360953.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -361094.531250 Penalty: 4026.187012
	Iteration 8Q: 3 clusters Score -361094.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -361171.312500 Penalty: 4026.187012
	Iteration 9Q: 3 clusters Score -361171.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -361202.687500 Penalty: 4026.187012
	Iteration 10Q: 3 clusters Score -361202.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -361233.437500 Penalty: 4026.187012
	Iteration 11Q: 3 clusters Score -361233.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -361270.375000 Penalty: 4026.187012
	Iteration 12Q: 3 clusters Score -361270.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -361290.343750 Penalty: 4026.187012
	Iteration 13Q: 3 clusters Score -361290.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -361298.843750 Penalty: 4026.187012
	Iteration 14Q: 3 clusters Score -361298.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -361300.593750 Penalty: 4026.187012
	Iteration 15Q: 3 clusters Score -361300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -361302.437500 Penalty: 4026.187012
	Iteration 16Q: 3 clusters Score -361302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -361304.687500 Penalty: 4026.187012
	Iteration 17Q: 3 clusters Score -361304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -361304.687500 Penalty: 4026.187012
	Iteration 18F: 3 clusters Score -361304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 228 members 
Mstep: Class 3 contains 326412 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11130 members 
Mstep: Class 7 contains 12935 members 
Mstep: Class 8 contains 19117 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14969 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 34792 members 
Mstep: Class 13 contains 65221 members 
Mstep: Class 14 contains 3124 members 
Mstep: Class 15 contains 19311 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 43010 members 
Mstep: Class 18 contains 5635 members 
Mstep: Class 19 contains 14307 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65068 members 
Mstep: Class 24 contains 103473 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92689392.000000 Penalty: 91179.304688
Splitting cluster 14 changes total score from -92690488.000000 to -92689392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (19311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Entering Unmasked Estep 
Score: -2275725.500000 Penalty: 2447.370605
	Iteration 0F: 2 clusters Score -2275726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2262105.000000 Penalty: 4894.741211
	Iteration 0F: 3 clusters Score -2262105 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2266654.750000 Penalty: 4894.741211
	Iteration 1F: 3 clusters Score -2266655 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2267044.500000 Penalty: 4894.741211
	Iteration 2F: 3 clusters Score -2267044 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2267360.000000 Penalty: 4894.741211
	Iteration 3Q: 3 clusters Score -2267360 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2267703.500000 Penalty: 4894.741211
	Iteration 4Q: 3 clusters Score -2267704 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2268085.000000 Penalty: 4894.741211
	Iteration 5Q: 3 clusters Score -2268085 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2268568.000000 Penalty: 4894.741211
	Iteration 6Q: 3 clusters Score -2268568 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2269200.000000 Penalty: 4894.741211
	Iteration 7F: 3 clusters Score -2269200 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2270032.500000 Penalty: 4894.741211
	Iteration 8F: 3 clusters Score -2270032 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2270953.000000 Penalty: 4894.741211
	Iteration 9F: 3 clusters Score -2270953 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2271817.750000 Penalty: 4894.741211
	Iteration 10F: 3 clusters Score -2271818 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2272506.750000 Penalty: 4894.741211
	Iteration 11Q: 3 clusters Score -2272507 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2272888.500000 Penalty: 4894.741211
	Iteration 12Q: 3 clusters Score -2272888 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2273099.500000 Penalty: 4894.741211
	Iteration 13Q: 3 clusters Score -2273100 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2273271.750000 Penalty: 4894.741211
	Iteration 14Q: 3 clusters Score -2273272 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2273365.750000 Penalty: 4894.741211
	Iteration 15Q: 3 clusters Score -2273366 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2273424.000000 Penalty: 4894.741211
	Iteration 16Q: 3 clusters Score -2273424 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2273472.000000 Penalty: 4894.741211
	Iteration 17Q: 3 clusters Score -2273472 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2273513.750000 Penalty: 4894.741211
	Iteration 18Q: 3 clusters Score -2273514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2273535.750000 Penalty: 4894.741211
	Iteration 19Q: 3 clusters Score -2273536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2273556.250000 Penalty: 4894.741211
	Iteration 20F: 3 clusters Score -2273556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2273575.250000 Penalty: 4894.741211
	Iteration 21Q: 3 clusters Score -2273575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2273593.000000 Penalty: 4894.741211
	Iteration 22Q: 3 clusters Score -2273593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2273605.250000 Penalty: 4894.741211
	Iteration 23Q: 3 clusters Score -2273605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2273616.500000 Penalty: 4894.741211
	Iteration 24Q: 3 clusters Score -2273616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2273626.500000 Penalty: 4894.741211
	Iteration 25Q: 3 clusters Score -2273626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2273631.250000 Penalty: 4894.741211
	Iteration 26Q: 3 clusters Score -2273631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2273634.500000 Penalty: 4894.741211
	Iteration 27Q: 3 clusters Score -2273634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2273638.500000 Penalty: 4894.741211
	Iteration 28Q: 3 clusters Score -2273638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2273639.500000 Penalty: 4894.741211
	Iteration 29Q: 3 clusters Score -2273640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2273640.750000 Penalty: 4894.741211
	Iteration 30Q: 3 clusters Score -2273641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2273641.500000 Penalty: 4894.741211
	Iteration 31Q: 3 clusters Score -2273642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2273641.500000 Penalty: 4894.741211
	Iteration 32F: 3 clusters Score -2273642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -56821.914062 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -56821.91 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 265 members 
Entering Unmasked Estep 
Score: -55317.894531 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -55317.89 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55522.535156 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -55522.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55575.265625 Penalty: 3127.006592
	Iteration 2Q: 3 clusters Score -55575.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55603.792969 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -55603.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55628.531250 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -55628.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55650.304688 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -55650.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55660.117188 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -55660.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55661.976562 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -55661.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55668.246094 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -55668.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55675.519531 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -55675.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55684.917969 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -55684.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55693.605469 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -55693.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55695.277344 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -55695.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55696.863281 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -55696.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55696.863281 Penalty: 3127.006592
	Iteration 14F: 3 clusters Score -55696.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Entering Unmasked Estep 
Score: -4844822.500000 Penalty: 2645.958496
	Iteration 0F: 2 clusters Score -4844822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -4815765.500000 Penalty: 5291.916992
	Iteration 0F: 3 clusters Score -4815766 nChanged 19729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -4826926.000000 Penalty: 5291.916992
	Iteration 1F: 3 clusters Score -4826926 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -4827854.500000 Penalty: 5291.916992
	Iteration 2Q: 3 clusters Score -4827854 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4828904.500000 Penalty: 5291.916992
	Iteration 3Q: 3 clusters Score -4828904 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -4829925.000000 Penalty: 5291.916992
	Iteration 4F: 3 clusters Score -4829925 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -4830974.500000 Penalty: 5291.916992
	Iteration 5F: 3 clusters Score -4830974 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -4831910.000000 Penalty: 5291.916992
	Iteration 6F: 3 clusters Score -4831910 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -4832795.500000 Penalty: 5291.916992
	Iteration 7Q: 3 clusters Score -4832796 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -4833506.000000 Penalty: 5291.916992
	Iteration 8Q: 3 clusters Score -4833506 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -4834091.000000 Penalty: 5291.916992
	Iteration 9Q: 3 clusters Score -4834091 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -4834532.500000 Penalty: 5291.916992
	Iteration 10Q: 3 clusters Score -4834532 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -4834879.500000 Penalty: 5291.916992
	Iteration 11Q: 3 clusters Score -4834880 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -4835223.500000 Penalty: 5291.916992
	Iteration 12Q: 3 clusters Score -4835224 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -4835503.500000 Penalty: 5291.916992
	Iteration 13Q: 3 clusters Score -4835504 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -4835683.500000 Penalty: 5291.916992
	Iteration 14Q: 3 clusters Score -4835684 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -4835907.000000 Penalty: 5291.916992
	Iteration 15Q: 3 clusters Score -4835907 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -4836072.000000 Penalty: 5291.916992
	Iteration 16Q: 3 clusters Score -4836072 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -4836222.500000 Penalty: 5291.916992
	Iteration 17Q: 3 clusters Score -4836222 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -4836375.000000 Penalty: 5291.916992
	Iteration 18Q: 3 clusters Score -4836375 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4836525.000000 Penalty: 5291.916992
	Iteration 19Q: 3 clusters Score -4836525 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4836648.000000 Penalty: 5291.916992
	Iteration 20F: 3 clusters Score -4836648 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -4836786.000000 Penalty: 5291.916992
	Iteration 21Q: 3 clusters Score -4836786 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4836942.000000 Penalty: 5291.916992
	Iteration 22Q: 3 clusters Score -4836942 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4837122.500000 Penalty: 5291.916992
	Iteration 23Q: 3 clusters Score -4837122 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -4837276.500000 Penalty: 5291.916992
	Iteration 24Q: 3 clusters Score -4837276 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -4837482.500000 Penalty: 5291.916992
	Iteration 25Q: 3 clusters Score -4837482 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -4837708.500000 Penalty: 5291.916992
	Iteration 26Q: 3 clusters Score -4837708 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -4837976.500000 Penalty: 5291.916992
	Iteration 27Q: 3 clusters Score -4837976 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4838254.000000 Penalty: 5291.916992
	Iteration 28Q: 3 clusters Score -4838254 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -4838482.500000 Penalty: 5291.916992
	Iteration 29Q: 3 clusters Score -4838482 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -4838738.000000 Penalty: 5291.916992
	Iteration 30Q: 3 clusters Score -4838738 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -4839008.500000 Penalty: 5291.916992
	Iteration 31Q: 3 clusters Score -4839008 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -4839333.000000 Penalty: 5291.916992
	Iteration 32Q: 3 clusters Score -4839333 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -4839624.500000 Penalty: 5291.916992
	Iteration 33Q: 3 clusters Score -4839624 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -4839925.000000 Penalty: 5291.916992
	Iteration 34Q: 3 clusters Score -4839925 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4840209.000000 Penalty: 5291.916992
	Iteration 35Q: 3 clusters Score -4840209 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -4840517.000000 Penalty: 5291.916992
	Iteration 36Q: 3 clusters Score -4840517 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -4840749.000000 Penalty: 5291.916992
	Iteration 37Q: 3 clusters Score -4840749 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -4840997.000000 Penalty: 5291.916992
	Iteration 38Q: 3 clusters Score -4840997 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -4841207.500000 Penalty: 5291.916992
	Iteration 39Q: 3 clusters Score -4841208 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -4841376.000000 Penalty: 5291.916992
	Iteration 40F: 3 clusters Score -4841376 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -4841528.000000 Penalty: 5291.916992
	Iteration 41Q: 3 clusters Score -4841528 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -4841696.500000 Penalty: 5291.916992
	Iteration 42Q: 3 clusters Score -4841696 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4841828.500000 Penalty: 5291.916992
	Iteration 43Q: 3 clusters Score -4841828 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -4841943.500000 Penalty: 5291.916992
	Iteration 44Q: 3 clusters Score -4841944 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4842036.000000 Penalty: 5291.916992
	Iteration 45Q: 3 clusters Score -4842036 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4842115.500000 Penalty: 5291.916992
	Iteration 46Q: 3 clusters Score -4842116 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4842185.500000 Penalty: 5291.916992
	Iteration 47Q: 3 clusters Score -4842186 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4842224.500000 Penalty: 5291.916992
	Iteration 48Q: 3 clusters Score -4842224 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4842283.500000 Penalty: 5291.916992
	Iteration 49Q: 3 clusters Score -4842284 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4842341.500000 Penalty: 5291.916992
	Iteration 50Q: 3 clusters Score -4842342 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4842365.000000 Penalty: 5291.916992
	Iteration 51Q: 3 clusters Score -4842365 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4842386.000000 Penalty: 5291.916992
	Iteration 52Q: 3 clusters Score -4842386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4842416.500000 Penalty: 5291.916992
	Iteration 53Q: 3 clusters Score -4842416 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4842450.000000 Penalty: 5291.916992
	Iteration 54Q: 3 clusters Score -4842450 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4842492.000000 Penalty: 5291.916992
	Iteration 55Q: 3 clusters Score -4842492 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4842520.000000 Penalty: 5291.916992
	Iteration 56Q: 3 clusters Score -4842520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4842545.000000 Penalty: 5291.916992
	Iteration 57Q: 3 clusters Score -4842545 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4842562.000000 Penalty: 5291.916992
	Iteration 58Q: 3 clusters Score -4842562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4842581.500000 Penalty: 5291.916992
	Iteration 59Q: 3 clusters Score -4842582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4842612.500000 Penalty: 5291.916992
	Iteration 60F: 3 clusters Score -4842612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4842630.500000 Penalty: 5291.916992
	Iteration 61Q: 3 clusters Score -4842630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4842628.000000 Penalty: 5291.916992
	Iteration 62Q: 3 clusters Score -4842628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4842639.000000 Penalty: 5291.916992
	Iteration 63Q: 3 clusters Score -4842639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4842637.500000 Penalty: 5291.916992
	Iteration 64Q: 3 clusters Score -4842638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4842651.500000 Penalty: 5291.916992
	Iteration 65Q: 3 clusters Score -4842652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4842659.500000 Penalty: 5291.916992
	Iteration 66Q: 3 clusters Score -4842660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4842661.500000 Penalty: 5291.916992
	Iteration 67Q: 3 clusters Score -4842662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4842672.500000 Penalty: 5291.916992
	Iteration 68Q: 3 clusters Score -4842672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4842676.000000 Penalty: 5291.916992
	Iteration 69Q: 3 clusters Score -4842676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4842683.000000 Penalty: 5291.916992
	Iteration 70Q: 3 clusters Score -4842683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4842683.000000 Penalty: 5291.916992
	Iteration 71Q: 3 clusters Score -4842683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4842690.000000 Penalty: 5291.916992
	Iteration 72Q: 3 clusters Score -4842690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4842695.000000 Penalty: 5291.916992
	Iteration 73Q: 3 clusters Score -4842695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4842698.500000 Penalty: 5291.916992
	Iteration 74Q: 3 clusters Score -4842698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4842699.500000 Penalty: 5291.916992
	Iteration 75Q: 3 clusters Score -4842700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4842699.500000 Penalty: 5291.916992
	Iteration 76F: 3 clusters Score -4842700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Entering Unmasked Estep 
Score: -641161.125000 Penalty: 2141.914551
	Iteration 0F: 2 clusters Score -641161.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -636217.187500 Penalty: 4283.829102
	Iteration 0F: 3 clusters Score -636217.2 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -637407.875000 Penalty: 4283.829102
	Iteration 1F: 3 clusters Score -637407.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -637600.562500 Penalty: 4283.829102
	Iteration 2F: 3 clusters Score -637600.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -637710.687500 Penalty: 4283.829102
	Iteration 3Q: 3 clusters Score -637710.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -637792.125000 Penalty: 4283.829102
	Iteration 4Q: 3 clusters Score -637792.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -637852.812500 Penalty: 4283.829102
	Iteration 5Q: 3 clusters Score -637852.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -637895.875000 Penalty: 4283.829102
	Iteration 6Q: 3 clusters Score -637895.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -637928.312500 Penalty: 4283.829102
	Iteration 7Q: 3 clusters Score -637928.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -637963.125000 Penalty: 4283.829102
	Iteration 8Q: 3 clusters Score -637963.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -637984.687500 Penalty: 4283.829102
	Iteration 9Q: 3 clusters Score -637984.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -638005.125000 Penalty: 4283.829102
	Iteration 10Q: 3 clusters Score -638005.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -638022.750000 Penalty: 4283.829102
	Iteration 11Q: 3 clusters Score -638022.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -638038.562500 Penalty: 4283.829102
	Iteration 12Q: 3 clusters Score -638038.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -638052.187500 Penalty: 4283.829102
	Iteration 13Q: 3 clusters Score -638052.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -638067.125000 Penalty: 4283.829102
	Iteration 14Q: 3 clusters Score -638067.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -638080.937500 Penalty: 4283.829102
	Iteration 15Q: 3 clusters Score -638080.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -638090.250000 Penalty: 4283.829102
	Iteration 16Q: 3 clusters Score -638090.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -638097.687500 Penalty: 4283.829102
	Iteration 17Q: 3 clusters Score -638097.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -638105.875000 Penalty: 4283.829102
	Iteration 18Q: 3 clusters Score -638105.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -638116.000000 Penalty: 4283.829102
	Iteration 19Q: 3 clusters Score -638116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -638127.500000 Penalty: 4283.829102
	Iteration 20F: 3 clusters Score -638127.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -638135.312500 Penalty: 4283.829102
	Iteration 21Q: 3 clusters Score -638135.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -638142.250000 Penalty: 4283.829102
	Iteration 22Q: 3 clusters Score -638142.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -638148.250000 Penalty: 4283.829102
	Iteration 23Q: 3 clusters Score -638148.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -638153.500000 Penalty: 4283.829102
	Iteration 24Q: 3 clusters Score -638153.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -638158.875000 Penalty: 4283.829102
	Iteration 25Q: 3 clusters Score -638158.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -638166.875000 Penalty: 4283.829102
	Iteration 26Q: 3 clusters Score -638166.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -638176.437500 Penalty: 4283.829102
	Iteration 27Q: 3 clusters Score -638176.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -638183.562500 Penalty: 4283.829102
	Iteration 28Q: 3 clusters Score -638183.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -638193.187500 Penalty: 4283.829102
	Iteration 29Q: 3 clusters Score -638193.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -638200.500000 Penalty: 4283.829102
	Iteration 30Q: 3 clusters Score -638200.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -638211.312500 Penalty: 4283.829102
	Iteration 31Q: 3 clusters Score -638211.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -638220.687500 Penalty: 4283.829102
	Iteration 32Q: 3 clusters Score -638220.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -638227.062500 Penalty: 4283.829102
	Iteration 33Q: 3 clusters Score -638227.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -638234.062500 Penalty: 4283.829102
	Iteration 34Q: 3 clusters Score -638234.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -638240.625000 Penalty: 4283.829102
	Iteration 35Q: 3 clusters Score -638240.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -638244.375000 Penalty: 4283.829102
	Iteration 36Q: 3 clusters Score -638244.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -638252.062500 Penalty: 4283.829102
	Iteration 37Q: 3 clusters Score -638252.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -638262.375000 Penalty: 4283.829102
	Iteration 38Q: 3 clusters Score -638262.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -638273.750000 Penalty: 4283.829102
	Iteration 39Q: 3 clusters Score -638273.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -638284.812500 Penalty: 4283.829102
	Iteration 40F: 3 clusters Score -638284.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -638299.000000 Penalty: 4283.829102
	Iteration 41Q: 3 clusters Score -638299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -638312.125000 Penalty: 4283.829102
	Iteration 42Q: 3 clusters Score -638312.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -638332.437500 Penalty: 4283.829102
	Iteration 43Q: 3 clusters Score -638332.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -638353.312500 Penalty: 4283.829102
	Iteration 44Q: 3 clusters Score -638353.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -638373.875000 Penalty: 4283.829102
	Iteration 45Q: 3 clusters Score -638373.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -638396.187500 Penalty: 4283.829102
	Iteration 46Q: 3 clusters Score -638396.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -638419.937500 Penalty: 4283.829102
	Iteration 47Q: 3 clusters Score -638419.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -638441.000000 Penalty: 4283.829102
	Iteration 48Q: 3 clusters Score -638441 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -638467.812500 Penalty: 4283.829102
	Iteration 49Q: 3 clusters Score -638467.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -638490.625000 Penalty: 4283.829102
	Iteration 50Q: 3 clusters Score -638490.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -638518.625000 Penalty: 4283.829102
	Iteration 51Q: 3 clusters Score -638518.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -638547.375000 Penalty: 4283.829102
	Iteration 52Q: 3 clusters Score -638547.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -638583.562500 Penalty: 4283.829102
	Iteration 53Q: 3 clusters Score -638583.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -638620.562500 Penalty: 4283.829102
	Iteration 54Q: 3 clusters Score -638620.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -638659.437500 Penalty: 4283.829102
	Iteration 55Q: 3 clusters Score -638659.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -638705.812500 Penalty: 4283.829102
	Iteration 56Q: 3 clusters Score -638705.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -638758.750000 Penalty: 4283.829102
	Iteration 57Q: 3 clusters Score -638758.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -638824.562500 Penalty: 4283.829102
	Iteration 58Q: 3 clusters Score -638824.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -638878.687500 Penalty: 4283.829102
	Iteration 59Q: 3 clusters Score -638878.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -638924.500000 Penalty: 4283.829102
	Iteration 60F: 3 clusters Score -638924.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -638960.000000 Penalty: 4283.829102
	Iteration 61Q: 3 clusters Score -638960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -638984.750000 Penalty: 4283.829102
	Iteration 62Q: 3 clusters Score -638984.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -639004.750000 Penalty: 4283.829102
	Iteration 63Q: 3 clusters Score -639004.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -639027.562500 Penalty: 4283.829102
	Iteration 64Q: 3 clusters Score -639027.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -639049.750000 Penalty: 4283.829102
	Iteration 65Q: 3 clusters Score -639049.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -639071.250000 Penalty: 4283.829102
	Iteration 66Q: 3 clusters Score -639071.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -639096.312500 Penalty: 4283.829102
	Iteration 67Q: 3 clusters Score -639096.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -639113.562500 Penalty: 4283.829102
	Iteration 68Q: 3 clusters Score -639113.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -639131.812500 Penalty: 4283.829102
	Iteration 69Q: 3 clusters Score -639131.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -639150.750000 Penalty: 4283.829102
	Iteration 70Q: 3 clusters Score -639150.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -639176.625000 Penalty: 4283.829102
	Iteration 71Q: 3 clusters Score -639176.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -639197.375000 Penalty: 4283.829102
	Iteration 72Q: 3 clusters Score -639197.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -639219.812500 Penalty: 4283.829102
	Iteration 73Q: 3 clusters Score -639219.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -639236.562500 Penalty: 4283.829102
	Iteration 74Q: 3 clusters Score -639236.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -639250.625000 Penalty: 4283.829102
	Iteration 75Q: 3 clusters Score -639250.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -639255.562500 Penalty: 4283.829102
	Iteration 76Q: 3 clusters Score -639255.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -639266.625000 Penalty: 4283.829102
	Iteration 77Q: 3 clusters Score -639266.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -639273.125000 Penalty: 4283.829102
	Iteration 78Q: 3 clusters Score -639273.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -639281.187500 Penalty: 4283.829102
	Iteration 79Q: 3 clusters Score -639281.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -639284.625000 Penalty: 4283.829102
	Iteration 80F: 3 clusters Score -639284.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -639290.000000 Penalty: 4283.829102
	Iteration 81Q: 3 clusters Score -639290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -639293.000000 Penalty: 4283.829102
	Iteration 82Q: 3 clusters Score -639293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -639296.875000 Penalty: 4283.829102
	Iteration 83Q: 3 clusters Score -639296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -639297.000000 Penalty: 4283.829102
	Iteration 84Q: 3 clusters Score -639297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -639298.875000 Penalty: 4283.829102
	Iteration 85Q: 3 clusters Score -639298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -639300.500000 Penalty: 4283.829102
	Iteration 86Q: 3 clusters Score -639300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -639302.125000 Penalty: 4283.829102
	Iteration 87Q: 3 clusters Score -639302.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -639301.312500 Penalty: 4283.829102
	Iteration 88Q: 3 clusters Score -639301.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -639301.312500 Penalty: 4283.829102
	Iteration 89F: 3 clusters Score -639301.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Entering Unmasked Estep 
Score: -1683213.250000 Penalty: 2372.989014
	Iteration 0F: 2 clusters Score -1683213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1672734.500000 Penalty: 4745.978027
	Iteration 0F: 3 clusters Score -1672734 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1676215.250000 Penalty: 4745.978027
	Iteration 1F: 3 clusters Score -1676215 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1676642.375000 Penalty: 4745.978027
	Iteration 2F: 3 clusters Score -1676642 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1676969.875000 Penalty: 4745.978027
	Iteration 3F: 3 clusters Score -1676970 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1677236.625000 Penalty: 4745.978027
	Iteration 4Q: 3 clusters Score -1677237 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1677476.875000 Penalty: 4745.978027
	Iteration 5Q: 3 clusters Score -1677477 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1677728.125000 Penalty: 4745.978027
	Iteration 6Q: 3 clusters Score -1677728 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1678047.125000 Penalty: 4745.978027
	Iteration 7Q: 3 clusters Score -1678047 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1678463.625000 Penalty: 4745.978027
	Iteration 8Q: 3 clusters Score -1678464 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1678990.750000 Penalty: 4745.978027
	Iteration 9F: 3 clusters Score -1678991 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1679522.750000 Penalty: 4745.978027
	Iteration 10F: 3 clusters Score -1679523 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1680001.125000 Penalty: 4745.978027
	Iteration 11Q: 3 clusters Score -1680001 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1680378.625000 Penalty: 4745.978027
	Iteration 12Q: 3 clusters Score -1680379 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1680638.375000 Penalty: 4745.978027
	Iteration 13Q: 3 clusters Score -1680638 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1680786.375000 Penalty: 4745.978027
	Iteration 14Q: 3 clusters Score -1680786 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1680879.500000 Penalty: 4745.978027
	Iteration 15Q: 3 clusters Score -1680880 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1680947.625000 Penalty: 4745.978027
	Iteration 16Q: 3 clusters Score -1680948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1680984.375000 Penalty: 4745.978027
	Iteration 17Q: 3 clusters Score -1680984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1681022.625000 Penalty: 4745.978027
	Iteration 18Q: 3 clusters Score -1681023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1681045.250000 Penalty: 4745.978027
	Iteration 19Q: 3 clusters Score -1681045 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1681058.375000 Penalty: 4745.978027
	Iteration 20F: 3 clusters Score -1681058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1681077.625000 Penalty: 4745.978027
	Iteration 21Q: 3 clusters Score -1681078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1681090.750000 Penalty: 4745.978027
	Iteration 22Q: 3 clusters Score -1681091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1681103.625000 Penalty: 4745.978027
	Iteration 23Q: 3 clusters Score -1681104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1681114.125000 Penalty: 4745.978027
	Iteration 24Q: 3 clusters Score -1681114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1681124.000000 Penalty: 4745.978027
	Iteration 25Q: 3 clusters Score -1681124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1681132.375000 Penalty: 4745.978027
	Iteration 26Q: 3 clusters Score -1681132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1681140.875000 Penalty: 4745.978027
	Iteration 27Q: 3 clusters Score -1681141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1681150.500000 Penalty: 4745.978027
	Iteration 28Q: 3 clusters Score -1681150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1681153.500000 Penalty: 4745.978027
	Iteration 29Q: 3 clusters Score -1681154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1681163.625000 Penalty: 4745.978027
	Iteration 30Q: 3 clusters Score -1681164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1681172.375000 Penalty: 4745.978027
	Iteration 31Q: 3 clusters Score -1681172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1681170.000000 Penalty: 4745.978027
	Iteration 32Q: 3 clusters Score -1681170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1681174.750000 Penalty: 4745.978027
	Iteration 33Q: 3 clusters Score -1681175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1681178.250000 Penalty: 4745.978027
	Iteration 34Q: 3 clusters Score -1681178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1681181.625000 Penalty: 4745.978027
	Iteration 35Q: 3 clusters Score -1681182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1681190.375000 Penalty: 4745.978027
	Iteration 36Q: 3 clusters Score -1681190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1681191.000000 Penalty: 4745.978027
	Iteration 37Q: 3 clusters Score -1681191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1681189.875000 Penalty: 4745.978027
	Iteration 38Q: 3 clusters Score -1681190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1681188.750000 Penalty: 4745.978027
	Iteration 39Q: 3 clusters Score -1681189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1681191.375000 Penalty: 4745.978027
	Iteration 40F: 3 clusters Score -1681191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1681194.625000 Penalty: 4745.978027
	Iteration 41Q: 3 clusters Score -1681195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1681195.250000 Penalty: 4745.978027
	Iteration 42Q: 3 clusters Score -1681195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1681200.000000 Penalty: 4745.978027
	Iteration 43Q: 3 clusters Score -1681200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1681207.625000 Penalty: 4745.978027
	Iteration 44Q: 3 clusters Score -1681208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1681207.875000 Penalty: 4745.978027
	Iteration 45Q: 3 clusters Score -1681208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1681209.250000 Penalty: 4745.978027
	Iteration 46Q: 3 clusters Score -1681209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1681210.875000 Penalty: 4745.978027
	Iteration 47Q: 3 clusters Score -1681211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1681216.750000 Penalty: 4745.978027
	Iteration 48Q: 3 clusters Score -1681217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1681221.250000 Penalty: 4745.978027
	Iteration 49Q: 3 clusters Score -1681221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1681228.875000 Penalty: 4745.978027
	Iteration 50Q: 3 clusters Score -1681229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1681230.625000 Penalty: 4745.978027
	Iteration 51Q: 3 clusters Score -1681231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1681233.250000 Penalty: 4745.978027
	Iteration 52Q: 3 clusters Score -1681233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1681238.375000 Penalty: 4745.978027
	Iteration 53Q: 3 clusters Score -1681238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1681236.375000 Penalty: 4745.978027
	Iteration 54Q: 3 clusters Score -1681236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1681236.750000 Penalty: 4745.978027
	Iteration 55Q: 3 clusters Score -1681237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1681239.875000 Penalty: 4745.978027
	Iteration 56Q: 3 clusters Score -1681240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1681242.000000 Penalty: 4745.978027
	Iteration 57Q: 3 clusters Score -1681242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1681242.000000 Penalty: 4745.978027
	Iteration 58F: 3 clusters Score -1681242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -81746.617188 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -81746.62 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 370 members 
Entering Unmasked Estep 
Score: -79990.031250 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -79990.03 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80219.320312 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -80219.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80327.921875 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -80327.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80373.625000 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -80373.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80404.062500 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -80404.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80417.757812 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -80417.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80426.921875 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -80426.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80431.156250 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -80431.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80434.101562 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -80434.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80434.101562 Penalty: 3282.231934
	Iteration 9F: 3 clusters Score -80434.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Entering Unmasked Estep 
Score: -75553.492188 Penalty: 1650.549194
	Iteration 0F: 2 clusters Score -75553.49 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 414 members 
Entering Unmasked Estep 
Score: -73860.390625 Penalty: 3301.098389
	Iteration 0F: 3 clusters Score -73860.39 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74214.382812 Penalty: 3301.098389
	Iteration 1F: 3 clusters Score -74214.38 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -74497.890625 Penalty: 3301.098389
	Iteration 2F: 3 clusters Score -74497.89 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74992.164062 Penalty: 3301.098389
	Iteration 3F: 3 clusters Score -74992.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75551.679688 Penalty: 3301.098389
	Iteration 4F: 3 clusters Score -75551.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75735.429688 Penalty: 3301.098389
	Iteration 5Q: 3 clusters Score -75735.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75870.867188 Penalty: 3301.098389
	Iteration 6Q: 3 clusters Score -75870.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76043.007812 Penalty: 3301.098389
	Iteration 7Q: 3 clusters Score -76043.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76131.664062 Penalty: 3301.098389
	Iteration 8Q: 3 clusters Score -76131.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76194.593750 Penalty: 3301.098389
	Iteration 9Q: 3 clusters Score -76194.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76233.445312 Penalty: 3301.098389
	Iteration 10Q: 3 clusters Score -76233.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -76263.562500 Penalty: 3301.098389
	Iteration 11Q: 3 clusters Score -76263.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76281.250000 Penalty: 3301.098389
	Iteration 12Q: 3 clusters Score -76281.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76294.859375 Penalty: 3301.098389
	Iteration 13Q: 3 clusters Score -76294.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76300.734375 Penalty: 3301.098389
	Iteration 14Q: 3 clusters Score -76300.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76300.734375 Penalty: 3301.098389
	Iteration 15F: 3 clusters Score -76300.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 326412 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11130 members 
Mstep: Class 7 contains 12935 members 
Mstep: Class 8 contains 19117 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14969 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 34792 members 
Mstep: Class 13 contains 65221 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19311 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 43010 members 
Mstep: Class 18 contains 5635 members 
Mstep: Class 19 contains 14307 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65068 members 
Mstep: Class 24 contains 103473 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92689392.000000 Penalty: 91179.304688
Splitting cluster 21 changes total score from -92690488.000000 to -92689392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -110955.218750 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -110955.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -109024.007812 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -109024 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -109457.890625 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -109457.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -109664.015625 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -109664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -109837.617188 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -109837.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -110023.671875 Penalty: 3461.656006
	Iteration 4F: 3 clusters Score -110023.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110226.593750 Penalty: 3461.656006
	Iteration 5F: 3 clusters Score -110226.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -110473.398438 Penalty: 3461.656006
	Iteration 6F: 3 clusters Score -110473.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -110782.578125 Penalty: 3461.656006
	Iteration 7F: 3 clusters Score -110782.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -110945.335938 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -110945.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -111134.117188 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -111134.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -111336.250000 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -111336.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -111444.156250 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -111444.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -111486.406250 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -111486.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -111582.570312 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -111582.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -111637.554688 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -111637.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -111637.554688 Penalty: 3461.656006
	Iteration 15F: 3 clusters Score -111637.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 326412 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11130 members 
Mstep: Class 7 contains 12935 members 
Mstep: Class 8 contains 19117 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14969 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 34792 members 
Mstep: Class 13 contains 65221 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19311 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 43010 members 
Mstep: Class 18 contains 5635 members 
Mstep: Class 19 contains 14307 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 65068 members 
Mstep: Class 24 contains 103473 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92689440.000000 Penalty: 91179.304688
Splitting cluster 22 changes total score from -92690488.000000 to -92689440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (65068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Entering Unmasked Estep 
Score: -7652667.000000 Penalty: 2748.630615
	Iteration 0F: 2 clusters Score -7652667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -7608945.000000 Penalty: 5497.261230
	Iteration 0F: 3 clusters Score -7608945 nChanged 30306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -7625858.500000 Penalty: 5497.261230
	Iteration 1F: 3 clusters Score -7625858 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -7626311.000000 Penalty: 5497.261230
	Iteration 2Q: 3 clusters Score -7626311 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -7626800.500000 Penalty: 5497.261230
	Iteration 3Q: 3 clusters Score -7626800 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -7627530.000000 Penalty: 5497.261230
	Iteration 4Q: 3 clusters Score -7627530 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -7628564.500000 Penalty: 5497.261230
	Iteration 5Q: 3 clusters Score -7628564 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -7630229.500000 Penalty: 5497.261230
	Iteration 6Q: 3 clusters Score -7630230 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -7632521.500000 Penalty: 5497.261230
	Iteration 7F: 3 clusters Score -7632522 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -7635580.000000 Penalty: 5497.261230
	Iteration 8F: 3 clusters Score -7635580 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -7639000.000000 Penalty: 5497.261230
	Iteration 9F: 3 clusters Score -7639000 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -7642217.500000 Penalty: 5497.261230
	Iteration 10F: 3 clusters Score -7642218 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -7644918.500000 Penalty: 5497.261230
	Iteration 11Q: 3 clusters Score -7644918 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -7646890.500000 Penalty: 5497.261230
	Iteration 12Q: 3 clusters Score -7646890 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -7648207.000000 Penalty: 5497.261230
	Iteration 13Q: 3 clusters Score -7648207 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -7648991.500000 Penalty: 5497.261230
	Iteration 14Q: 3 clusters Score -7648992 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -7649485.500000 Penalty: 5497.261230
	Iteration 15Q: 3 clusters Score -7649486 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -7649800.000000 Penalty: 5497.261230
	Iteration 16Q: 3 clusters Score -7649800 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -7649946.500000 Penalty: 5497.261230
	Iteration 17Q: 3 clusters Score -7649946 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -7650039.000000 Penalty: 5497.261230
	Iteration 18Q: 3 clusters Score -7650039 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -7650104.000000 Penalty: 5497.261230
	Iteration 19Q: 3 clusters Score -7650104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -7650150.500000 Penalty: 5497.261230
	Iteration 20F: 3 clusters Score -7650150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
Score: -7650173.500000 Penalty: 5497.261230
	Iteration 21Q: 3 clusters Score -7650174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -7650195.500000 Penalty: 5497.261230
	Iteration 22Q: 3 clusters Score -7650196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -7650211.500000 Penalty: 5497.261230
	Iteration 23Q: 3 clusters Score -7650212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -7650233.500000 Penalty: 5497.261230
	Iteration 24Q: 3 clusters Score -7650234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -7650233.500000 Penalty: 5497.261230
	Iteration 25Q: 3 clusters Score -7650234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -7650254.000000 Penalty: 5497.261230
	Iteration 26Q: 3 clusters Score -7650254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -7650266.500000 Penalty: 5497.261230
	Iteration 27Q: 3 clusters Score -7650266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -7650271.000000 Penalty: 5497.261230
	Iteration 28Q: 3 clusters Score -7650271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -7650286.000000 Penalty: 5497.261230
	Iteration 29Q: 3 clusters Score -7650286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -7650289.000000 Penalty: 5497.261230
	Iteration 30Q: 3 clusters Score -7650289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -7650291.500000 Penalty: 5497.261230
	Iteration 31Q: 3 clusters Score -7650292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -7650305.000000 Penalty: 5497.261230
	Iteration 32Q: 3 clusters Score -7650305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -7650315.500000 Penalty: 5497.261230
	Iteration 33Q: 3 clusters Score -7650316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -7650315.000000 Penalty: 5497.261230
	Iteration 34Q: 3 clusters Score -7650315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -7650322.000000 Penalty: 5497.261230
	Iteration 35Q: 3 clusters Score -7650322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -7650336.000000 Penalty: 5497.261230
	Iteration 36Q: 3 clusters Score -7650336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -7650342.500000 Penalty: 5497.261230
	Iteration 37Q: 3 clusters Score -7650342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -7650345.000000 Penalty: 5497.261230
	Iteration 38Q: 3 clusters Score -7650345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -7650352.500000 Penalty: 5497.261230
	Iteration 39Q: 3 clusters Score -7650352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -7650352.500000 Penalty: 5497.261230
	Iteration 40F: 3 clusters Score -7650352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (103473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103473 members 
Entering Unmasked Estep 
Score: -11993200.000000 Penalty: 2863.672363
	Iteration 0F: 2 clusters Score -1.19932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -11924102.000000 Penalty: 5727.344727
	Iteration 0F: 3 clusters Score -1.19241e+07 nChanged 48994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -11952337.000000 Penalty: 5727.344727
	Iteration 1F: 3 clusters Score -1.195234e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -11953402.000000 Penalty: 5727.344727
	Iteration 2Q: 3 clusters Score -1.19534e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -11954849.000000 Penalty: 5727.344727
	Iteration 3Q: 3 clusters Score -1.195485e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -11956717.000000 Penalty: 5727.344727
	Iteration 4Q: 3 clusters Score -1.195672e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -11959710.000000 Penalty: 5727.344727
	Iteration 5F: 3 clusters Score -1.195971e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 67287 members 
Entering Unmasked Estep 
Score: -11964030.000000 Penalty: 5727.344727
	Iteration 6F: 3 clusters Score -1.196403e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -11970218.000000 Penalty: 5727.344727
	Iteration 7F: 3 clusters Score -1.197022e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 79484 members 
Entering Unmasked Estep 
Score: -11977222.000000 Penalty: 5727.344727
	Iteration 8F: 3 clusters Score -1.197722e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 83651 members 
Entering Unmasked Estep 
Score: -11982611.000000 Penalty: 5727.344727
	Iteration 9F: 3 clusters Score -1.198261e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 86047 members 
Entering Unmasked Estep 
Score: -11985243.000000 Penalty: 5727.344727
	Iteration 10Q: 3 clusters Score -1.198524e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -11986455.000000 Penalty: 5727.344727
	Iteration 11Q: 3 clusters Score -1.198646e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 89025 members 
Entering Unmasked Estep 
Score: -11987068.000000 Penalty: 5727.344727
	Iteration 12Q: 3 clusters Score -1.198707e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 90259 members 
Entering Unmasked Estep 
Score: -11987568.000000 Penalty: 5727.344727
	Iteration 13Q: 3 clusters Score -1.198757e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
Score: -11988058.000000 Penalty: 5727.344727
	Iteration 14Q: 3 clusters Score -1.198806e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 92462 members 
Entering Unmasked Estep 
Score: -11988497.000000 Penalty: 5727.344727
	Iteration 15Q: 3 clusters Score -1.19885e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -11988834.000000 Penalty: 5727.344727
	Iteration 16Q: 3 clusters Score -1.198883e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -11989200.000000 Penalty: 5727.344727
	Iteration 17Q: 3 clusters Score -1.19892e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -11989513.000000 Penalty: 5727.344727
	Iteration 18Q: 3 clusters Score -1.198951e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -11989777.000000 Penalty: 5727.344727
	Iteration 19Q: 3 clusters Score -1.198978e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -11989975.000000 Penalty: 5727.344727
	Iteration 20F: 3 clusters Score -1.198998e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 97156 members 
Entering Unmasked Estep 
Score: -11990187.000000 Penalty: 5727.344727
	Iteration 21Q: 3 clusters Score -1.199019e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -11990386.000000 Penalty: 5727.344727
	Iteration 22Q: 3 clusters Score -1.199039e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 98122 members 
Entering Unmasked Estep 
Score: -11990544.000000 Penalty: 5727.344727
	Iteration 23Q: 3 clusters Score -1.199054e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 98485 members 
Entering Unmasked Estep 
Score: -11990625.000000 Penalty: 5727.344727
	Iteration 24Q: 3 clusters Score -1.199062e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 98819 members 
Entering Unmasked Estep 
Score: -11990756.000000 Penalty: 5727.344727
	Iteration 25Q: 3 clusters Score -1.199076e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 99155 members 
Entering Unmasked Estep 
Score: -11990883.000000 Penalty: 5727.344727
	Iteration 26Q: 3 clusters Score -1.199088e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 99420 members 
Entering Unmasked Estep 
Score: -11990960.000000 Penalty: 5727.344727
	Iteration 27Q: 3 clusters Score -1.199096e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 99659 members 
Entering Unmasked Estep 
Score: -11991056.000000 Penalty: 5727.344727
	Iteration 28Q: 3 clusters Score -1.199106e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -11991100.000000 Penalty: 5727.344727
	Iteration 29Q: 3 clusters Score -1.19911e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 100058 members 
Entering Unmasked Estep 
Score: -11991167.000000 Penalty: 5727.344727
	Iteration 30Q: 3 clusters Score -1.199117e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 100192 members 
Entering Unmasked Estep 
Score: -11991194.000000 Penalty: 5727.344727
	Iteration 31Q: 3 clusters Score -1.199119e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 100289 members 
Entering Unmasked Estep 
Score: -11991213.000000 Penalty: 5727.344727
	Iteration 32Q: 3 clusters Score -1.199121e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 100363 members 
Entering Unmasked Estep 
Score: -11991230.000000 Penalty: 5727.344727
	Iteration 33Q: 3 clusters Score -1.199123e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -11991259.000000 Penalty: 5727.344727
	Iteration 34Q: 3 clusters Score -1.199126e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -11991274.000000 Penalty: 5727.344727
	Iteration 35Q: 3 clusters Score -1.199127e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 100539 members 
Entering Unmasked Estep 
Score: -11991249.000000 Penalty: 5727.344727
	Iteration 36Q: 3 clusters Score -1.199125e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 100584 members 
Entering Unmasked Estep 
Score: -11991273.000000 Penalty: 5727.344727
	Iteration 37Q: 3 clusters Score -1.199127e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -11991275.000000 Penalty: 5727.344727
	Iteration 38Q: 3 clusters Score -1.199128e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 100680 members 
Entering Unmasked Estep 
Score: -11991287.000000 Penalty: 5727.344727
	Iteration 39Q: 3 clusters Score -1.199129e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 100727 members 
Entering Unmasked Estep 
Score: -11991298.000000 Penalty: 5727.344727
	Iteration 40F: 3 clusters Score -1.19913e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 100768 members 
Entering Unmasked Estep 
Score: -11991312.000000 Penalty: 5727.344727
	Iteration 41Q: 3 clusters Score -1.199131e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -11991311.000000 Penalty: 5727.344727
	Iteration 42Q: 3 clusters Score -1.199131e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 100839 members 
Entering Unmasked Estep 
Score: -11991320.000000 Penalty: 5727.344727
	Iteration 43Q: 3 clusters Score -1.199132e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -11991329.000000 Penalty: 5727.344727
	Iteration 44Q: 3 clusters Score -1.199133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 100896 members 
Entering Unmasked Estep 
Score: -11991338.000000 Penalty: 5727.344727
	Iteration 45Q: 3 clusters Score -1.199134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 100913 members 
Entering Unmasked Estep 
Score: -11991350.000000 Penalty: 5727.344727
	Iteration 46Q: 3 clusters Score -1.199135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 100932 members 
Entering Unmasked Estep 
Score: -11991338.000000 Penalty: 5727.344727
	Iteration 47Q: 3 clusters Score -1.199134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 100951 members 
Entering Unmasked Estep 
Score: -11991337.000000 Penalty: 5727.344727
	Iteration 48Q: 3 clusters Score -1.199134e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 100969 members 
Entering Unmasked Estep 
Score: -11991353.000000 Penalty: 5727.344727
	Iteration 49Q: 3 clusters Score -1.199135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -11991364.000000 Penalty: 5727.344727
	Iteration 50Q: 3 clusters Score -1.199136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 101003 members 
Entering Unmasked Estep 
Score: -11991360.000000 Penalty: 5727.344727
	Iteration 51Q: 3 clusters Score -1.199136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -11991359.000000 Penalty: 5727.344727
	Iteration 52Q: 3 clusters Score -1.199136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 101026 members 
Entering Unmasked Estep 
Score: -11991367.000000 Penalty: 5727.344727
	Iteration 53Q: 3 clusters Score -1.199137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -11991352.000000 Penalty: 5727.344727
	Iteration 54Q: 3 clusters Score -1.199135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 101040 members 
Entering Unmasked Estep 
Score: -11991359.000000 Penalty: 5727.344727
	Iteration 55Q: 3 clusters Score -1.199136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -11991363.000000 Penalty: 5727.344727
	Iteration 56Q: 3 clusters Score -1.199136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -11991366.000000 Penalty: 5727.344727
	Iteration 57Q: 3 clusters Score -1.199137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -11991358.000000 Penalty: 5727.344727
	Iteration 58Q: 3 clusters Score -1.199136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 101054 members 
Entering Unmasked Estep 
Score: -11991364.000000 Penalty: 5727.344727
	Iteration 59Q: 3 clusters Score -1.199136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
Score: -11991366.000000 Penalty: 5727.344727
	Iteration 60F: 3 clusters Score -1.199137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 101061 members 
Entering Unmasked Estep 
Score: -11991369.000000 Penalty: 5727.344727
	Iteration 61Q: 3 clusters Score -1.199137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -11991371.000000 Penalty: 5727.344727
	Iteration 62Q: 3 clusters Score -1.199137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 101067 members 
Entering Unmasked Estep 
Score: -11991360.000000 Penalty: 5727.344727
	Iteration 63Q: 3 clusters Score -1.199136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -11991363.000000 Penalty: 5727.344727
	Iteration 64Q: 3 clusters Score -1.199136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -11991370.000000 Penalty: 5727.344727
	Iteration 65Q: 3 clusters Score -1.199137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -11991370.000000 Penalty: 5727.344727
	Iteration 66F: 3 clusters Score -1.199137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Entering Unmasked Estep 
Score: -247982.984375 Penalty: 1902.728516
	Iteration 0F: 2 clusters Score -247983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -245258.312500 Penalty: 3805.457031
	Iteration 0F: 3 clusters Score -245258.3 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -245739.640625 Penalty: 3805.457031
	Iteration 1F: 3 clusters Score -245739.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -245879.828125 Penalty: 3805.457031
	Iteration 2F: 3 clusters Score -245879.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -245940.796875 Penalty: 3805.457031
	Iteration 3Q: 3 clusters Score -245940.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -245980.671875 Penalty: 3805.457031
	Iteration 4Q: 3 clusters Score -245980.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -246012.875000 Penalty: 3805.457031
	Iteration 5Q: 3 clusters Score -246012.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -246033.859375 Penalty: 3805.457031
	Iteration 6Q: 3 clusters Score -246033.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -246048.484375 Penalty: 3805.457031
	Iteration 7Q: 3 clusters Score -246048.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -246058.750000 Penalty: 3805.457031
	Iteration 8Q: 3 clusters Score -246058.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -246066.671875 Penalty: 3805.457031
	Iteration 9Q: 3 clusters Score -246066.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -246068.078125 Penalty: 3805.457031
	Iteration 10Q: 3 clusters Score -246068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -246070.093750 Penalty: 3805.457031
	Iteration 11Q: 3 clusters Score -246070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -246073.890625 Penalty: 3805.457031
	Iteration 12Q: 3 clusters Score -246073.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -246077.515625 Penalty: 3805.457031
	Iteration 13Q: 3 clusters Score -246077.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -246079.234375 Penalty: 3805.457031
	Iteration 14Q: 3 clusters Score -246079.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -246079.234375 Penalty: 3805.457031
	Iteration 15F: 3 clusters Score -246079.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -70089.312500 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -70089.31 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: -68447.039062 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -68447.04 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69012.640625 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -69012.64 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69593.750000 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -69593.75 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -70154.265625 Penalty: 3274.883545
	Iteration 3F: 3 clusters Score -70154.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -70512.085938 Penalty: 3274.883545
	Iteration 4Q: 3 clusters Score -70512.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -70903.875000 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -70903.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -70984.882812 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -70984.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -71007.750000 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -71007.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -71037.390625 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -71037.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -71037.390625 Penalty: 3274.883545
	Iteration 9F: 3 clusters Score -71037.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 196 members 
Mstep: Class 3 contains 326412 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11130 members 
Mstep: Class 7 contains 12935 members 
Mstep: Class 8 contains 19117 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14969 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 34792 members 
Mstep: Class 13 contains 65221 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19311 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 43010 members 
Mstep: Class 18 contains 5635 members 
Mstep: Class 19 contains 14307 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65068 members 
Mstep: Class 24 contains 103473 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92689536.000000 Penalty: 91179.304688
Splitting cluster 26 changes total score from -92690488.000000 to -92689536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -22942.414062 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -22942.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21745.451172 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -21745.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21840.246094 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -21840.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21852.228516 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -21852.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21852.228516 Penalty: 2724.558594
	Iteration 3F: 3 clusters Score -21852.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 3 contains 326412 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11130 members 
Mstep: Class 7 contains 12935 members 
Mstep: Class 8 contains 19117 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14969 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 34792 members 
Mstep: Class 13 contains 65221 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19311 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 43010 members 
Mstep: Class 18 contains 5635 members 
Mstep: Class 19 contains 14307 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65068 members 
Mstep: Class 24 contains 103473 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92690392.000000 Penalty: 87802.296875
Iteration 119Q: 27 clusters Score -9.269039e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 3 contains 326555 members 
Mstep: Class 4 contains 35027 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11130 members 
Mstep: Class 7 contains 12947 members 
Mstep: Class 8 contains 19138 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 15002 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 34836 members 
Mstep: Class 13 contains 65237 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 19327 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42973 members 
Mstep: Class 18 contains 5629 members 
Mstep: Class 19 contains 14352 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65093 members 
Mstep: Class 24 contains 103111 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92690344.000000 Penalty: 87802.296875
Iteration 120F: 27 clusters Score -9.269034e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 3 contains 326745 members 
Mstep: Class 4 contains 35061 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11130 members 
Mstep: Class 7 contains 12956 members 
Mstep: Class 8 contains 19153 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15048 members 
Mstep: Class 11 contains 6029 members 
Mstep: Class 12 contains 34864 members 
Mstep: Class 13 contains 65239 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 19337 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42927 members 
Mstep: Class 18 contains 5625 members 
Mstep: Class 19 contains 14406 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65109 members 
Mstep: Class 24 contains 102753 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92690128.000000 Penalty: 87802.296875
Iteration 121Q: 27 clusters Score -9.269013e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 3 contains 326904 members 
Mstep: Class 4 contains 35095 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11124 members 
Mstep: Class 7 contains 12968 members 
Mstep: Class 8 contains 19181 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15088 members 
Mstep: Class 11 contains 6036 members 
Mstep: Class 12 contains 34883 members 
Mstep: Class 13 contains 65239 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19359 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42884 members 
Mstep: Class 18 contains 5621 members 
Mstep: Class 19 contains 14462 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65113 members 
Mstep: Class 24 contains 102422 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92690088.000000 Penalty: 87802.296875
Iteration 122Q: 27 clusters Score -9.269009e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 3 contains 327063 members 
Mstep: Class 4 contains 35124 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11122 members 
Mstep: Class 7 contains 12972 members 
Mstep: Class 8 contains 19202 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15144 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 34899 members 
Mstep: Class 13 contains 65244 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19372 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42840 members 
Mstep: Class 18 contains 5620 members 
Mstep: Class 19 contains 14522 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65113 members 
Mstep: Class 24 contains 102097 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92690040.000000 Penalty: 87802.296875
Iteration 123Q: 27 clusters Score -9.269004e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 3 contains 327200 members 
Mstep: Class 4 contains 35164 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11117 members 
Mstep: Class 7 contains 12976 members 
Mstep: Class 8 contains 19217 members 
Mstep: Class 9 contains 4365 members 
Mstep: Class 10 contains 15192 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 34916 members 
Mstep: Class 13 contains 65248 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 19379 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42807 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 14575 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65118 members 
Mstep: Class 24 contains 101793 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689912.000000 Penalty: 87802.296875
Iteration 124Q: 27 clusters Score -9.268991e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 3 contains 327304 members 
Mstep: Class 4 contains 35193 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 12984 members 
Mstep: Class 8 contains 19237 members 
Mstep: Class 9 contains 4366 members 
Mstep: Class 10 contains 15245 members 
Mstep: Class 11 contains 6041 members 
Mstep: Class 12 contains 34932 members 
Mstep: Class 13 contains 65246 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 19382 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42774 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 14621 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65121 members 
Mstep: Class 24 contains 101554 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689672.000000 Penalty: 87802.296875
Iteration 125Q: 27 clusters Score -9.268967e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 3 contains 327389 members 
Mstep: Class 4 contains 35232 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 12987 members 
Mstep: Class 8 contains 19259 members 
Mstep: Class 9 contains 4366 members 
Mstep: Class 10 contains 15291 members 
Mstep: Class 11 contains 6042 members 
Mstep: Class 12 contains 34938 members 
Mstep: Class 13 contains 65236 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 19374 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42751 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 14662 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65125 members 
Mstep: Class 24 contains 101321 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689584.000000 Penalty: 87802.296875
Iteration 126Q: 27 clusters Score -9.268958e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 3 contains 327455 members 
Mstep: Class 4 contains 35274 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 12990 members 
Mstep: Class 8 contains 19276 members 
Mstep: Class 9 contains 4365 members 
Mstep: Class 10 contains 15332 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 12 contains 34957 members 
Mstep: Class 13 contains 65230 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19367 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42730 members 
Mstep: Class 18 contains 5600 members 
Mstep: Class 19 contains 14702 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65141 members 
Mstep: Class 24 contains 101100 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689496.000000 Penalty: 87802.296875
Iteration 127Q: 27 clusters Score -9.26895e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 3 contains 327564 members 
Mstep: Class 4 contains 35305 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 12991 members 
Mstep: Class 8 contains 19293 members 
Mstep: Class 9 contains 4365 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 6045 members 
Mstep: Class 12 contains 34973 members 
Mstep: Class 13 contains 65225 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 19362 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42707 members 
Mstep: Class 18 contains 5598 members 
Mstep: Class 19 contains 14747 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65144 members 
Mstep: Class 24 contains 100871 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689448.000000 Penalty: 87802.296875
Iteration 128Q: 27 clusters Score -9.268945e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 3 contains 327665 members 
Mstep: Class 4 contains 35329 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 12995 members 
Mstep: Class 8 contains 19307 members 
Mstep: Class 9 contains 4365 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 6048 members 
Mstep: Class 12 contains 34982 members 
Mstep: Class 13 contains 65225 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 19356 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42685 members 
Mstep: Class 18 contains 5600 members 
Mstep: Class 19 contains 14800 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65156 members 
Mstep: Class 24 contains 100652 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689168.000000 Penalty: 87802.296875
Iteration 129Q: 27 clusters Score -9.268917e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 3 contains 327764 members 
Mstep: Class 4 contains 35357 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11109 members 
Mstep: Class 7 contains 12998 members 
Mstep: Class 8 contains 19326 members 
Mstep: Class 9 contains 4365 members 
Mstep: Class 10 contains 15400 members 
Mstep: Class 11 contains 6050 members 
Mstep: Class 12 contains 35003 members 
Mstep: Class 13 contains 65223 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19350 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42668 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 14851 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65168 members 
Mstep: Class 24 contains 100407 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689336.000000 Penalty: 87802.296875
Iteration 130Q: 27 clusters Score -9.268934e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 3 contains 327885 members 
Mstep: Class 4 contains 35382 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11103 members 
Mstep: Class 7 contains 13002 members 
Mstep: Class 8 contains 19356 members 
Mstep: Class 9 contains 4365 members 
Mstep: Class 10 contains 15421 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 35031 members 
Mstep: Class 13 contains 65230 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19341 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42649 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 14896 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65170 members 
Mstep: Class 24 contains 100158 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689200.000000 Penalty: 87802.296875
Iteration 131Q: 27 clusters Score -9.26892e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 3 contains 328019 members 
Mstep: Class 4 contains 35420 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11102 members 
Mstep: Class 7 contains 13003 members 
Mstep: Class 8 contains 19378 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15443 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 35056 members 
Mstep: Class 13 contains 65233 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19330 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42630 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 14934 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65178 members 
Mstep: Class 24 contains 99902 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689248.000000 Penalty: 87802.296875
Iteration 132Q: 27 clusters Score -9.268925e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 3 contains 328156 members 
Mstep: Class 4 contains 35447 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11099 members 
Mstep: Class 7 contains 13006 members 
Mstep: Class 8 contains 19406 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15462 members 
Mstep: Class 11 contains 6058 members 
Mstep: Class 12 contains 35079 members 
Mstep: Class 13 contains 65239 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19325 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42609 members 
Mstep: Class 18 contains 5612 members 
Mstep: Class 19 contains 14966 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65177 members 
Mstep: Class 24 contains 99650 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92689208.000000 Penalty: 87802.296875
Iteration 133Q: 27 clusters Score -9.268921e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 3 contains 328276 members 
Mstep: Class 4 contains 35463 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11095 members 
Mstep: Class 7 contains 13009 members 
Mstep: Class 8 contains 19438 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15481 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 35089 members 
Mstep: Class 13 contains 65251 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19315 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42593 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 15005 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65185 members 
Mstep: Class 24 contains 99413 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688944.000000 Penalty: 87802.296875
Iteration 134Q: 27 clusters Score -9.268894e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 3 contains 328381 members 
Mstep: Class 4 contains 35488 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11092 members 
Mstep: Class 7 contains 13012 members 
Mstep: Class 8 contains 19471 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15497 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 35107 members 
Mstep: Class 13 contains 65266 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19299 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42575 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 19 contains 15043 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65187 members 
Mstep: Class 24 contains 99188 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688720.000000 Penalty: 87802.296875
Iteration 135Q: 27 clusters Score -9.268872e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 3 contains 328480 members 
Mstep: Class 4 contains 35496 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11089 members 
Mstep: Class 7 contains 13016 members 
Mstep: Class 8 contains 19502 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15511 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 35129 members 
Mstep: Class 13 contains 65277 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19286 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42561 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 15079 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65188 members 
Mstep: Class 24 contains 98985 members 
Mstep: Class 25 contains 2145 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688664.000000 Penalty: 87802.296875
Iteration 136Q: 27 clusters Score -9.268866e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 3 contains 328584 members 
Mstep: Class 4 contains 35508 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 11086 members 
Mstep: Class 7 contains 13016 members 
Mstep: Class 8 contains 19520 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15530 members 
Mstep: Class 11 contains 6067 members 
Mstep: Class 12 contains 35146 members 
Mstep: Class 13 contains 65293 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19279 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42549 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 15117 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65199 members 
Mstep: Class 24 contains 98764 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688632.000000 Penalty: 87802.296875
Iteration 137Q: 27 clusters Score -9.268863e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 3 contains 328680 members 
Mstep: Class 4 contains 35522 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 11087 members 
Mstep: Class 7 contains 13019 members 
Mstep: Class 8 contains 19539 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15562 members 
Mstep: Class 11 contains 6069 members 
Mstep: Class 12 contains 35163 members 
Mstep: Class 13 contains 65296 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19271 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42540 members 
Mstep: Class 18 contains 5603 members 
Mstep: Class 19 contains 15141 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65218 members 
Mstep: Class 24 contains 98537 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688408.000000 Penalty: 87802.296875
Iteration 138Q: 27 clusters Score -9.268841e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 3 contains 328807 members 
Mstep: Class 4 contains 35534 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11086 members 
Mstep: Class 7 contains 13017 members 
Mstep: Class 8 contains 19566 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15583 members 
Mstep: Class 11 contains 6071 members 
Mstep: Class 12 contains 35185 members 
Mstep: Class 13 contains 65295 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19263 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 42528 members 
Mstep: Class 18 contains 5602 members 
Mstep: Class 19 contains 15157 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65223 members 
Mstep: Class 24 contains 98316 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688352.000000 Penalty: 87802.296875
Iteration 139Q: 27 clusters Score -9.268835e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 3 contains 328885 members 
Mstep: Class 4 contains 35556 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11084 members 
Mstep: Class 7 contains 13018 members 
Mstep: Class 8 contains 19594 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15603 members 
Mstep: Class 11 contains 6073 members 
Mstep: Class 12 contains 35211 members 
Mstep: Class 13 contains 65302 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19269 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 42518 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 15180 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65225 members 
Mstep: Class 24 contains 98108 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688424.000000 Penalty: 87802.296875
Iteration 140F: 27 clusters Score -9.268842e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 3 contains 328980 members 
Mstep: Class 4 contains 35571 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11086 members 
Mstep: Class 7 contains 13019 members 
Mstep: Class 8 contains 19626 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15630 members 
Mstep: Class 11 contains 6077 members 
Mstep: Class 12 contains 35236 members 
Mstep: Class 13 contains 65304 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19269 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 42505 members 
Mstep: Class 18 contains 5606 members 
Mstep: Class 19 contains 15196 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65240 members 
Mstep: Class 24 contains 97882 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688400.000000 Penalty: 87802.296875
Iteration 141Q: 27 clusters Score -9.26884e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 3 contains 329051 members 
Mstep: Class 4 contains 35581 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 13018 members 
Mstep: Class 8 contains 19646 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15653 members 
Mstep: Class 11 contains 6077 members 
Mstep: Class 12 contains 35255 members 
Mstep: Class 13 contains 65311 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19263 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 42491 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 15228 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65271 members 
Mstep: Class 24 contains 97683 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688280.000000 Penalty: 87802.296875
Iteration 142Q: 27 clusters Score -9.268828e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 3 contains 329072 members 
Mstep: Class 4 contains 35590 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11081 members 
Mstep: Class 7 contains 13016 members 
Mstep: Class 8 contains 19674 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15682 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 35278 members 
Mstep: Class 13 contains 65312 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19266 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 42481 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 15254 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65289 members 
Mstep: Class 24 contains 97528 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688176.000000 Penalty: 87802.296875
Iteration 143Q: 27 clusters Score -9.268818e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 3 contains 329112 members 
Mstep: Class 4 contains 35605 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11078 members 
Mstep: Class 7 contains 13015 members 
Mstep: Class 8 contains 19700 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 15708 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 35294 members 
Mstep: Class 13 contains 65312 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 42471 members 
Mstep: Class 18 contains 5602 members 
Mstep: Class 19 contains 15280 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65307 members 
Mstep: Class 24 contains 97352 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688160.000000 Penalty: 87802.296875
Iteration 144Q: 27 clusters Score -9.268816e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 3 contains 329134 members 
Mstep: Class 4 contains 35613 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11077 members 
Mstep: Class 7 contains 13017 members 
Mstep: Class 8 contains 19722 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 15732 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 35316 members 
Mstep: Class 13 contains 65324 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19284 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42468 members 
Mstep: Class 18 contains 5599 members 
Mstep: Class 19 contains 15301 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65333 members 
Mstep: Class 24 contains 97175 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688152.000000 Penalty: 87802.296875
Iteration 145Q: 27 clusters Score -9.268815e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 3 contains 329174 members 
Mstep: Class 4 contains 35619 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11073 members 
Mstep: Class 7 contains 13017 members 
Mstep: Class 8 contains 19751 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 15747 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 35326 members 
Mstep: Class 13 contains 65335 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19281 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42465 members 
Mstep: Class 18 contains 5598 members 
Mstep: Class 19 contains 15318 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65342 members 
Mstep: Class 24 contains 97027 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688192.000000 Penalty: 87802.296875
Iteration 146Q: 27 clusters Score -9.268819e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 3 contains 329236 members 
Mstep: Class 4 contains 35618 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11070 members 
Mstep: Class 7 contains 13021 members 
Mstep: Class 8 contains 19775 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 15760 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 35336 members 
Mstep: Class 13 contains 65346 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19278 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42461 members 
Mstep: Class 18 contains 5596 members 
Mstep: Class 19 contains 15334 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65356 members 
Mstep: Class 24 contains 96874 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688096.000000 Penalty: 87802.296875
Iteration 147Q: 27 clusters Score -9.26881e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 3 contains 329311 members 
Mstep: Class 4 contains 35620 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11067 members 
Mstep: Class 7 contains 13022 members 
Mstep: Class 8 contains 19800 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 15771 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 35347 members 
Mstep: Class 13 contains 65352 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19276 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 15348 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65375 members 
Mstep: Class 24 contains 96714 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688056.000000 Penalty: 87802.296875
Iteration 148Q: 27 clusters Score -9.268806e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 3 contains 329367 members 
Mstep: Class 4 contains 35625 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11064 members 
Mstep: Class 7 contains 13023 members 
Mstep: Class 8 contains 19826 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 15778 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 35367 members 
Mstep: Class 13 contains 65354 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19282 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 5594 members 
Mstep: Class 19 contains 15363 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65382 members 
Mstep: Class 24 contains 96561 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687944.000000 Penalty: 87802.296875
Iteration 149Q: 27 clusters Score -9.268794e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 3 contains 329420 members 
Mstep: Class 4 contains 35641 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 13025 members 
Mstep: Class 8 contains 19852 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 15797 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 35396 members 
Mstep: Class 13 contains 65361 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19273 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 15378 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65380 members 
Mstep: Class 24 contains 96401 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687904.000000 Penalty: 87802.296875
Iteration 150Q: 27 clusters Score -9.26879e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 3 contains 329494 members 
Mstep: Class 4 contains 35657 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11056 members 
Mstep: Class 7 contains 13029 members 
Mstep: Class 8 contains 19871 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 15815 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 35419 members 
Mstep: Class 13 contains 65366 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19262 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42450 members 
Mstep: Class 18 contains 5594 members 
Mstep: Class 19 contains 15394 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65377 members 
Mstep: Class 24 contains 96237 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687920.000000 Penalty: 87802.296875
Iteration 151Q: 27 clusters Score -9.268792e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 3 contains 329549 members 
Mstep: Class 4 contains 35669 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11052 members 
Mstep: Class 7 contains 13035 members 
Mstep: Class 8 contains 19885 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 15847 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 35442 members 
Mstep: Class 13 contains 65364 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19252 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42445 members 
Mstep: Class 18 contains 5596 members 
Mstep: Class 19 contains 15409 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65371 members 
Mstep: Class 24 contains 96095 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687976.000000 Penalty: 87802.296875
Iteration 152Q: 27 clusters Score -9.268798e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 3 contains 329598 members 
Mstep: Class 4 contains 35690 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 13033 members 
Mstep: Class 8 contains 19906 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 15872 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 35458 members 
Mstep: Class 13 contains 65369 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19255 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42448 members 
Mstep: Class 18 contains 5596 members 
Mstep: Class 19 contains 15427 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65370 members 
Mstep: Class 24 contains 95923 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688008.000000 Penalty: 87802.296875
Iteration 153Q: 27 clusters Score -9.268801e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 3 contains 329661 members 
Mstep: Class 4 contains 35716 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11051 members 
Mstep: Class 7 contains 13031 members 
Mstep: Class 8 contains 19916 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 15893 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 35474 members 
Mstep: Class 13 contains 65372 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19258 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42443 members 
Mstep: Class 18 contains 5599 members 
Mstep: Class 19 contains 15446 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65369 members 
Mstep: Class 24 contains 95750 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687904.000000 Penalty: 87802.296875
Iteration 154Q: 27 clusters Score -9.26879e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 3 contains 329733 members 
Mstep: Class 4 contains 35740 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 13031 members 
Mstep: Class 8 contains 19929 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 15921 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 35484 members 
Mstep: Class 13 contains 65372 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19264 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42435 members 
Mstep: Class 18 contains 5601 members 
Mstep: Class 19 contains 15462 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65365 members 
Mstep: Class 24 contains 95582 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687936.000000 Penalty: 87802.296875
Iteration 155Q: 27 clusters Score -9.268794e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 3 contains 329812 members 
Mstep: Class 4 contains 35767 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11049 members 
Mstep: Class 7 contains 13030 members 
Mstep: Class 8 contains 19941 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 15940 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 35501 members 
Mstep: Class 13 contains 65376 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19262 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42431 members 
Mstep: Class 18 contains 5602 members 
Mstep: Class 19 contains 15477 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65353 members 
Mstep: Class 24 contains 95416 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688016.000000 Penalty: 87802.296875
Iteration 156Q: 27 clusters Score -9.268802e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 3 contains 329889 members 
Mstep: Class 4 contains 35791 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11048 members 
Mstep: Class 7 contains 13031 members 
Mstep: Class 8 contains 19956 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 15967 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 35522 members 
Mstep: Class 13 contains 65383 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19260 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42421 members 
Mstep: Class 18 contains 5603 members 
Mstep: Class 19 contains 15485 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65351 members 
Mstep: Class 24 contains 95229 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92688016.000000 Penalty: 87802.296875
Iteration 157Q: 27 clusters Score -9.268802e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 3 contains 329957 members 
Mstep: Class 4 contains 35819 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11046 members 
Mstep: Class 7 contains 13029 members 
Mstep: Class 8 contains 19977 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 15995 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 35540 members 
Mstep: Class 13 contains 65385 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19263 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42413 members 
Mstep: Class 18 contains 5602 members 
Mstep: Class 19 contains 15486 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65358 members 
Mstep: Class 24 contains 95041 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687856.000000 Penalty: 87802.296875
Iteration 158Q: 27 clusters Score -9.268786e+07 nChanged 374
Entering ConstructFrom: 
Score: -92687856.000000 Penalty: 87802.296875
Entering ConstructFrom: 
Trying to split cluster 1 (26831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Entering Unmasked Estep 
Score: -3154328.750000 Penalty: 2528.933594
	Iteration 0F: 2 clusters Score -3154329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3135804.250000 Penalty: 5057.867188
	Iteration 0F: 3 clusters Score -3135804 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3142103.500000 Penalty: 5057.867188
	Iteration 1F: 3 clusters Score -3142104 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3142506.000000 Penalty: 5057.867188
	Iteration 2Q: 3 clusters Score -3142506 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3142806.750000 Penalty: 5057.867188
	Iteration 3Q: 3 clusters Score -3142807 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3143094.500000 Penalty: 5057.867188
	Iteration 4Q: 3 clusters Score -3143094 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3143437.000000 Penalty: 5057.867188
	Iteration 5Q: 3 clusters Score -3143437 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -3143881.250000 Penalty: 5057.867188
	Iteration 6Q: 3 clusters Score -3143881 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3144470.000000 Penalty: 5057.867188
	Iteration 7Q: 3 clusters Score -3144470 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -3145329.000000 Penalty: 5057.867188
	Iteration 8F: 3 clusters Score -3145329 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3146458.250000 Penalty: 5057.867188
	Iteration 9F: 3 clusters Score -3146458 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3147884.500000 Penalty: 5057.867188
	Iteration 10F: 3 clusters Score -3147884 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3149326.250000 Penalty: 5057.867188
	Iteration 11F: 3 clusters Score -3149326 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3150475.750000 Penalty: 5057.867188
	Iteration 12Q: 3 clusters Score -3150476 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3151141.500000 Penalty: 5057.867188
	Iteration 13Q: 3 clusters Score -3151142 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3151533.750000 Penalty: 5057.867188
	Iteration 14Q: 3 clusters Score -3151534 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3151780.000000 Penalty: 5057.867188
	Iteration 15Q: 3 clusters Score -3151780 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3151892.750000 Penalty: 5057.867188
	Iteration 16Q: 3 clusters Score -3151893 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3151966.000000 Penalty: 5057.867188
	Iteration 17Q: 3 clusters Score -3151966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3152015.250000 Penalty: 5057.867188
	Iteration 18Q: 3 clusters Score -3152015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3152072.250000 Penalty: 5057.867188
	Iteration 19Q: 3 clusters Score -3152072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3152092.250000 Penalty: 5057.867188
	Iteration 20F: 3 clusters Score -3152092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3152113.500000 Penalty: 5057.867188
	Iteration 21Q: 3 clusters Score -3152114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3152127.000000 Penalty: 5057.867188
	Iteration 22Q: 3 clusters Score -3152127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3152131.750000 Penalty: 5057.867188
	Iteration 23Q: 3 clusters Score -3152132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3152137.750000 Penalty: 5057.867188
	Iteration 24Q: 3 clusters Score -3152138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3152147.250000 Penalty: 5057.867188
	Iteration 25Q: 3 clusters Score -3152147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3152147.750000 Penalty: 5057.867188
	Iteration 26Q: 3 clusters Score -3152148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3152153.250000 Penalty: 5057.867188
	Iteration 27Q: 3 clusters Score -3152153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3152158.500000 Penalty: 5057.867188
	Iteration 28Q: 3 clusters Score -3152158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3152163.750000 Penalty: 5057.867188
	Iteration 29Q: 3 clusters Score -3152164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3152165.000000 Penalty: 5057.867188
	Iteration 30Q: 3 clusters Score -3152165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3152164.250000 Penalty: 5057.867188
	Iteration 31Q: 3 clusters Score -3152164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3152166.750000 Penalty: 5057.867188
	Iteration 32Q: 3 clusters Score -3152167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3152166.750000 Penalty: 5057.867188
	Iteration 33F: 3 clusters Score -3152167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (330035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330035 members 
Entering Unmasked Estep 
Score: -37803196.000000 Penalty: 3151.324707
	Iteration 0F: 2 clusters Score -3.78032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165258 members 
Mstep: Class 2 contains 164777 members 
Entering Unmasked Estep 
Score: -37619524.000000 Penalty: 6302.649414
	Iteration 0F: 3 clusters Score -3.761952e+07 nChanged 160298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169352 members 
Mstep: Class 2 contains 160683 members 
Entering Unmasked Estep 
Score: -37714652.000000 Penalty: 6302.649414
	Iteration 1F: 3 clusters Score -3.771465e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171837 members 
Mstep: Class 2 contains 158198 members 
Entering Unmasked Estep 
Score: -37715528.000000 Penalty: 6302.649414
	Iteration 2Q: 3 clusters Score -3.771553e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175716 members 
Mstep: Class 2 contains 154319 members 
Entering Unmasked Estep 
Score: -37717084.000000 Penalty: 6302.649414
	Iteration 3Q: 3 clusters Score -3.771708e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181836 members 
Mstep: Class 2 contains 148199 members 
Entering Unmasked Estep 
Score: -37719060.000000 Penalty: 6302.649414
	Iteration 4Q: 3 clusters Score -3.771906e+07 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191477 members 
Mstep: Class 2 contains 138558 members 
Entering Unmasked Estep 
Score: -37722672.000000 Penalty: 6302.649414
	Iteration 5Q: 3 clusters Score -3.772267e+07 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206519 members 
Mstep: Class 2 contains 123516 members 
Entering Unmasked Estep 
Score: -37729452.000000 Penalty: 6302.649414
	Iteration 6Q: 3 clusters Score -3.772945e+07 nChanged 22105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228558 members 
Mstep: Class 2 contains 101477 members 
Entering Unmasked Estep 
Score: -37743424.000000 Penalty: 6302.649414
	Iteration 7F: 3 clusters Score -3.774342e+07 nChanged 29592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258144 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -37767044.000000 Penalty: 6302.649414
	Iteration 8F: 3 clusters Score -3.776704e+07 nChanged 32507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290651 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -37796552.000000 Penalty: 6302.649414
	Iteration 9F: 3 clusters Score -3.779655e+07 nChanged 24231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314882 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -37803816.000000 Penalty: 6302.649414
	Iteration 10F: 3 clusters Score -3.780382e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325411 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -37800828.000000 Penalty: 6302.649414
	Iteration 11Q: 3 clusters Score -3.780083e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328548 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -37800276.000000 Penalty: 6302.649414
	Iteration 12Q: 3 clusters Score -3.780028e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329375 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -37800356.000000 Penalty: 6302.649414
	Iteration 13Q: 3 clusters Score -3.780036e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329578 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -37800488.000000 Penalty: 6302.649414
	Iteration 14Q: 3 clusters Score -3.780049e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329652 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -37800520.000000 Penalty: 6302.649414
	Iteration 15Q: 3 clusters Score -3.780052e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329684 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37800552.000000 Penalty: 6302.649414
	Iteration 16Q: 3 clusters Score -3.780055e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329699 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -37800596.000000 Penalty: 6302.649414
	Iteration 17Q: 3 clusters Score -3.78006e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329714 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37800640.000000 Penalty: 6302.649414
	Iteration 18Q: 3 clusters Score -3.780064e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329725 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37800632.000000 Penalty: 6302.649414
	Iteration 19Q: 3 clusters Score -3.780063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329726 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37800616.000000 Penalty: 6302.649414
	Iteration 20F: 3 clusters Score -3.780062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329728 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37800608.000000 Penalty: 6302.649414
	Iteration 21Q: 3 clusters Score -3.780061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329726 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37800628.000000 Penalty: 6302.649414
	Iteration 22Q: 3 clusters Score -3.780063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329725 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37800632.000000 Penalty: 6302.649414
	Iteration 23Q: 3 clusters Score -3.780063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329729 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37800640.000000 Penalty: 6302.649414
	Iteration 24Q: 3 clusters Score -3.780064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329729 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37800656.000000 Penalty: 6302.649414
	Iteration 25Q: 3 clusters Score -3.780066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329729 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37800660.000000 Penalty: 6302.649414
	Iteration 26Q: 3 clusters Score -3.780066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329730 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37800656.000000 Penalty: 6302.649414
	Iteration 27Q: 3 clusters Score -3.780066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329732 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37800656.000000 Penalty: 6302.649414
	Iteration 28Q: 3 clusters Score -3.780066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329733 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37800664.000000 Penalty: 6302.649414
	Iteration 29Q: 3 clusters Score -3.780066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329733 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37800664.000000 Penalty: 6302.649414
	Iteration 30F: 3 clusters Score -3.780066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Entering Unmasked Estep 
Score: -4215867.000000 Penalty: 2600.800537
	Iteration 0F: 2 clusters Score -4215867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -4191489.000000 Penalty: 5201.601074
	Iteration 0F: 3 clusters Score -4191489 nChanged 16297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -4200512.500000 Penalty: 5201.601074
	Iteration 1F: 3 clusters Score -4200512 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4201138.000000 Penalty: 5201.601074
	Iteration 2Q: 3 clusters Score -4201138 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4201945.000000 Penalty: 5201.601074
	Iteration 3Q: 3 clusters Score -4201945 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -4203056.000000 Penalty: 5201.601074
	Iteration 4F: 3 clusters Score -4203056 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -4204568.500000 Penalty: 5201.601074
	Iteration 5F: 3 clusters Score -4204568 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -4206448.000000 Penalty: 5201.601074
	Iteration 6F: 3 clusters Score -4206448 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -4208441.500000 Penalty: 5201.601074
	Iteration 7F: 3 clusters Score -4208442 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -4210075.500000 Penalty: 5201.601074
	Iteration 8F: 3 clusters Score -4210076 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -4211173.000000 Penalty: 5201.601074
	Iteration 9Q: 3 clusters Score -4211173 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -4211825.500000 Penalty: 5201.601074
	Iteration 10Q: 3 clusters Score -4211826 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -4212227.500000 Penalty: 5201.601074
	Iteration 11Q: 3 clusters Score -4212228 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -4212557.500000 Penalty: 5201.601074
	Iteration 12Q: 3 clusters Score -4212558 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -4212818.000000 Penalty: 5201.601074
	Iteration 13Q: 3 clusters Score -4212818 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4213028.500000 Penalty: 5201.601074
	Iteration 14Q: 3 clusters Score -4213028 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4213205.500000 Penalty: 5201.601074
	Iteration 15Q: 3 clusters Score -4213206 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4213346.000000 Penalty: 5201.601074
	Iteration 16Q: 3 clusters Score -4213346 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4213470.500000 Penalty: 5201.601074
	Iteration 17Q: 3 clusters Score -4213470 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4213576.000000 Penalty: 5201.601074
	Iteration 18Q: 3 clusters Score -4213576 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4213651.000000 Penalty: 5201.601074
	Iteration 19Q: 3 clusters Score -4213651 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4213719.000000 Penalty: 5201.601074
	Iteration 20F: 3 clusters Score -4213719 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4213778.000000 Penalty: 5201.601074
	Iteration 21Q: 3 clusters Score -4213778 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4213858.500000 Penalty: 5201.601074
	Iteration 22Q: 3 clusters Score -4213858 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4213912.500000 Penalty: 5201.601074
	Iteration 23Q: 3 clusters Score -4213912 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4213954.000000 Penalty: 5201.601074
	Iteration 24Q: 3 clusters Score -4213954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4213979.000000 Penalty: 5201.601074
	Iteration 25Q: 3 clusters Score -4213979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4214003.500000 Penalty: 5201.601074
	Iteration 26Q: 3 clusters Score -4214004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4214015.500000 Penalty: 5201.601074
	Iteration 27Q: 3 clusters Score -4214016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4214022.000000 Penalty: 5201.601074
	Iteration 28Q: 3 clusters Score -4214022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4214044.500000 Penalty: 5201.601074
	Iteration 29Q: 3 clusters Score -4214044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4214052.000000 Penalty: 5201.601074
	Iteration 30Q: 3 clusters Score -4214052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4214065.000000 Penalty: 5201.601074
	Iteration 31Q: 3 clusters Score -4214065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4214078.500000 Penalty: 5201.601074
	Iteration 32Q: 3 clusters Score -4214078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4214087.000000 Penalty: 5201.601074
	Iteration 33Q: 3 clusters Score -4214087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4214092.500000 Penalty: 5201.601074
	Iteration 34Q: 3 clusters Score -4214092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4214103.000000 Penalty: 5201.601074
	Iteration 35Q: 3 clusters Score -4214103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4214104.500000 Penalty: 5201.601074
	Iteration 36Q: 3 clusters Score -4214104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4214108.500000 Penalty: 5201.601074
	Iteration 37Q: 3 clusters Score -4214108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4214111.500000 Penalty: 5201.601074
	Iteration 38Q: 3 clusters Score -4214112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4214116.500000 Penalty: 5201.601074
	Iteration 39Q: 3 clusters Score -4214116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4214112.500000 Penalty: 5201.601074
	Iteration 40F: 3 clusters Score -4214112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4214113.500000 Penalty: 5201.601074
	Iteration 41Q: 3 clusters Score -4214114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4214120.500000 Penalty: 5201.601074
	Iteration 42Q: 3 clusters Score -4214120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4214115.500000 Penalty: 5201.601074
	Iteration 43Q: 3 clusters Score -4214116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4214115.500000 Penalty: 5201.601074
	Iteration 44Q: 3 clusters Score -4214116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4214121.000000 Penalty: 5201.601074
	Iteration 45Q: 3 clusters Score -4214121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4214117.500000 Penalty: 5201.601074
	Iteration 46Q: 3 clusters Score -4214118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4214122.500000 Penalty: 5201.601074
	Iteration 47Q: 3 clusters Score -4214122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4214126.500000 Penalty: 5201.601074
	Iteration 48Q: 3 clusters Score -4214126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4214131.500000 Penalty: 5201.601074
	Iteration 49Q: 3 clusters Score -4214132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4214137.500000 Penalty: 5201.601074
	Iteration 50Q: 3 clusters Score -4214138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4214139.000000 Penalty: 5201.601074
	Iteration 51Q: 3 clusters Score -4214139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4214137.500000 Penalty: 5201.601074
	Iteration 52Q: 3 clusters Score -4214138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4214141.500000 Penalty: 5201.601074
	Iteration 53Q: 3 clusters Score -4214142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4214143.000000 Penalty: 5201.601074
	Iteration 54Q: 3 clusters Score -4214143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4214143.000000 Penalty: 5201.601074
	Iteration 55F: 3 clusters Score -4214143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -202077.343750 Penalty: 1884.154297
	Iteration 0F: 2 clusters Score -202077.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -199475.187500 Penalty: 3768.308594
	Iteration 0F: 3 clusters Score -199475.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -199982.484375 Penalty: 3768.308594
	Iteration 1F: 3 clusters Score -199982.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -200161.656250 Penalty: 3768.308594
	Iteration 2F: 3 clusters Score -200161.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -200273.703125 Penalty: 3768.308594
	Iteration 3F: 3 clusters Score -200273.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -200370.531250 Penalty: 3768.308594
	Iteration 4Q: 3 clusters Score -200370.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -200449.875000 Penalty: 3768.308594
	Iteration 5Q: 3 clusters Score -200449.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -200511.734375 Penalty: 3768.308594
	Iteration 6Q: 3 clusters Score -200511.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -200563.468750 Penalty: 3768.308594
	Iteration 7Q: 3 clusters Score -200563.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -200605.109375 Penalty: 3768.308594
	Iteration 8Q: 3 clusters Score -200605.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -200650.781250 Penalty: 3768.308594
	Iteration 9Q: 3 clusters Score -200650.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -200685.593750 Penalty: 3768.308594
	Iteration 10Q: 3 clusters Score -200685.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -200705.312500 Penalty: 3768.308594
	Iteration 11Q: 3 clusters Score -200705.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -200726.546875 Penalty: 3768.308594
	Iteration 12Q: 3 clusters Score -200726.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -200743.703125 Penalty: 3768.308594
	Iteration 13Q: 3 clusters Score -200743.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -200758.812500 Penalty: 3768.308594
	Iteration 14Q: 3 clusters Score -200758.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -200774.906250 Penalty: 3768.308594
	Iteration 15Q: 3 clusters Score -200774.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -200789.406250 Penalty: 3768.308594
	Iteration 16Q: 3 clusters Score -200789.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -200800.156250 Penalty: 3768.308594
	Iteration 17Q: 3 clusters Score -200800.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -200809.312500 Penalty: 3768.308594
	Iteration 18Q: 3 clusters Score -200809.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -200813.968750 Penalty: 3768.308594
	Iteration 19Q: 3 clusters Score -200814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -200818.953125 Penalty: 3768.308594
	Iteration 20F: 3 clusters Score -200819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -200821.546875 Penalty: 3768.308594
	Iteration 21Q: 3 clusters Score -200821.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -200824.140625 Penalty: 3768.308594
	Iteration 22Q: 3 clusters Score -200824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -200826.328125 Penalty: 3768.308594
	Iteration 23Q: 3 clusters Score -200826.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -200826.328125 Penalty: 3768.308594
	Iteration 24F: 3 clusters Score -200826.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Entering Unmasked Estep 
Score: -1297188.250000 Penalty: 2308.791504
	Iteration 0F: 2 clusters Score -1297188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1288859.500000 Penalty: 4617.583008
	Iteration 0F: 3 clusters Score -1288860 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1291294.125000 Penalty: 4617.583008
	Iteration 1F: 3 clusters Score -1291294 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1291550.250000 Penalty: 4617.583008
	Iteration 2F: 3 clusters Score -1291550 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1291726.250000 Penalty: 4617.583008
	Iteration 3Q: 3 clusters Score -1291726 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1291871.000000 Penalty: 4617.583008
	Iteration 4Q: 3 clusters Score -1291871 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1292009.250000 Penalty: 4617.583008
	Iteration 5Q: 3 clusters Score -1292009 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1292134.875000 Penalty: 4617.583008
	Iteration 6Q: 3 clusters Score -1292135 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1292292.750000 Penalty: 4617.583008
	Iteration 7Q: 3 clusters Score -1292293 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1292467.875000 Penalty: 4617.583008
	Iteration 8Q: 3 clusters Score -1292468 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1292660.125000 Penalty: 4617.583008
	Iteration 9Q: 3 clusters Score -1292660 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1292870.000000 Penalty: 4617.583008
	Iteration 10Q: 3 clusters Score -1292870 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1293117.125000 Penalty: 4617.583008
	Iteration 11Q: 3 clusters Score -1293117 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1293398.125000 Penalty: 4617.583008
	Iteration 12Q: 3 clusters Score -1293398 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1293716.125000 Penalty: 4617.583008
	Iteration 13Q: 3 clusters Score -1293716 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1294022.000000 Penalty: 4617.583008
	Iteration 14Q: 3 clusters Score -1294022 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1294282.250000 Penalty: 4617.583008
	Iteration 15Q: 3 clusters Score -1294282 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1294520.500000 Penalty: 4617.583008
	Iteration 16Q: 3 clusters Score -1294520 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1294741.250000 Penalty: 4617.583008
	Iteration 17Q: 3 clusters Score -1294741 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1294920.625000 Penalty: 4617.583008
	Iteration 18Q: 3 clusters Score -1294921 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1295028.000000 Penalty: 4617.583008
	Iteration 19Q: 3 clusters Score -1295028 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1295102.375000 Penalty: 4617.583008
	Iteration 20F: 3 clusters Score -1295102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1295160.125000 Penalty: 4617.583008
	Iteration 21Q: 3 clusters Score -1295160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1295209.375000 Penalty: 4617.583008
	Iteration 22Q: 3 clusters Score -1295209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1295235.875000 Penalty: 4617.583008
	Iteration 23Q: 3 clusters Score -1295236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1295252.375000 Penalty: 4617.583008
	Iteration 24Q: 3 clusters Score -1295252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1295273.750000 Penalty: 4617.583008
	Iteration 25Q: 3 clusters Score -1295274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1295280.875000 Penalty: 4617.583008
	Iteration 26Q: 3 clusters Score -1295281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1295280.875000 Penalty: 4617.583008
	Iteration 27F: 3 clusters Score -1295281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Entering Unmasked Estep 
Score: -1407815.125000 Penalty: 2349.802490
	Iteration 0F: 2 clusters Score -1407815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1398155.000000 Penalty: 4699.604980
	Iteration 0F: 3 clusters Score -1398155 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1401066.875000 Penalty: 4699.604980
	Iteration 1F: 3 clusters Score -1401067 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1401370.125000 Penalty: 4699.604980
	Iteration 2F: 3 clusters Score -1401370 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1401600.000000 Penalty: 4699.604980
	Iteration 3Q: 3 clusters Score -1401600 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1401786.625000 Penalty: 4699.604980
	Iteration 4Q: 3 clusters Score -1401787 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1401934.625000 Penalty: 4699.604980
	Iteration 5Q: 3 clusters Score -1401935 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1402060.375000 Penalty: 4699.604980
	Iteration 6Q: 3 clusters Score -1402060 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1402191.375000 Penalty: 4699.604980
	Iteration 7Q: 3 clusters Score -1402191 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1402328.875000 Penalty: 4699.604980
	Iteration 8Q: 3 clusters Score -1402329 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1402495.375000 Penalty: 4699.604980
	Iteration 9Q: 3 clusters Score -1402495 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1402686.375000 Penalty: 4699.604980
	Iteration 10Q: 3 clusters Score -1402686 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1402942.375000 Penalty: 4699.604980
	Iteration 11Q: 3 clusters Score -1402942 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1403290.750000 Penalty: 4699.604980
	Iteration 12Q: 3 clusters Score -1403291 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1403732.250000 Penalty: 4699.604980
	Iteration 13Q: 3 clusters Score -1403732 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1404221.375000 Penalty: 4699.604980
	Iteration 14Q: 3 clusters Score -1404221 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1404687.750000 Penalty: 4699.604980
	Iteration 15Q: 3 clusters Score -1404688 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1405063.375000 Penalty: 4699.604980
	Iteration 16Q: 3 clusters Score -1405063 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1405373.750000 Penalty: 4699.604980
	Iteration 17Q: 3 clusters Score -1405374 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1405573.875000 Penalty: 4699.604980
	Iteration 18Q: 3 clusters Score -1405574 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1405719.000000 Penalty: 4699.604980
	Iteration 19Q: 3 clusters Score -1405719 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1405795.250000 Penalty: 4699.604980
	Iteration 20F: 3 clusters Score -1405795 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1405840.750000 Penalty: 4699.604980
	Iteration 21Q: 3 clusters Score -1405841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1405884.125000 Penalty: 4699.604980
	Iteration 22Q: 3 clusters Score -1405884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1405913.750000 Penalty: 4699.604980
	Iteration 23Q: 3 clusters Score -1405914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1405928.250000 Penalty: 4699.604980
	Iteration 24Q: 3 clusters Score -1405928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1405943.250000 Penalty: 4699.604980
	Iteration 25Q: 3 clusters Score -1405943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1405951.000000 Penalty: 4699.604980
	Iteration 26Q: 3 clusters Score -1405951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1405954.375000 Penalty: 4699.604980
	Iteration 27Q: 3 clusters Score -1405954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1405959.500000 Penalty: 4699.604980
	Iteration 28Q: 3 clusters Score -1405960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1405970.250000 Penalty: 4699.604980
	Iteration 29Q: 3 clusters Score -1405970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1405975.375000 Penalty: 4699.604980
	Iteration 30Q: 3 clusters Score -1405975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1405977.375000 Penalty: 4699.604980
	Iteration 31Q: 3 clusters Score -1405977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1405980.125000 Penalty: 4699.604980
	Iteration 32Q: 3 clusters Score -1405980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1405981.875000 Penalty: 4699.604980
	Iteration 33Q: 3 clusters Score -1405982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1405984.750000 Penalty: 4699.604980
	Iteration 34Q: 3 clusters Score -1405985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1405985.000000 Penalty: 4699.604980
	Iteration 35Q: 3 clusters Score -1405985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1405987.250000 Penalty: 4699.604980
	Iteration 36Q: 3 clusters Score -1405987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1405987.250000 Penalty: 4699.604980
	Iteration 37F: 3 clusters Score -1405987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Entering Unmasked Estep 
Score: -2350457.000000 Penalty: 2455.953125
	Iteration 0F: 2 clusters Score -2350457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2336258.000000 Penalty: 4911.906250
	Iteration 0F: 3 clusters Score -2336258 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2340919.750000 Penalty: 4911.906250
	Iteration 1F: 3 clusters Score -2340920 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2341266.250000 Penalty: 4911.906250
	Iteration 2F: 3 clusters Score -2341266 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2341590.000000 Penalty: 4911.906250
	Iteration 3Q: 3 clusters Score -2341590 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2341927.750000 Penalty: 4911.906250
	Iteration 4Q: 3 clusters Score -2341928 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2342296.000000 Penalty: 4911.906250
	Iteration 5Q: 3 clusters Score -2342296 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2342826.250000 Penalty: 4911.906250
	Iteration 6Q: 3 clusters Score -2342826 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2343551.250000 Penalty: 4911.906250
	Iteration 7F: 3 clusters Score -2343551 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2344566.000000 Penalty: 4911.906250
	Iteration 8F: 3 clusters Score -2344566 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2345793.750000 Penalty: 4911.906250
	Iteration 9F: 3 clusters Score -2345794 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2346881.000000 Penalty: 4911.906250
	Iteration 10F: 3 clusters Score -2346881 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2347600.000000 Penalty: 4911.906250
	Iteration 11Q: 3 clusters Score -2347600 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2347959.750000 Penalty: 4911.906250
	Iteration 12Q: 3 clusters Score -2347960 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2348113.750000 Penalty: 4911.906250
	Iteration 13Q: 3 clusters Score -2348114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2348186.000000 Penalty: 4911.906250
	Iteration 14Q: 3 clusters Score -2348186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2348225.750000 Penalty: 4911.906250
	Iteration 15Q: 3 clusters Score -2348226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2348249.750000 Penalty: 4911.906250
	Iteration 16Q: 3 clusters Score -2348250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2348272.500000 Penalty: 4911.906250
	Iteration 17Q: 3 clusters Score -2348272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2348282.000000 Penalty: 4911.906250
	Iteration 18Q: 3 clusters Score -2348282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2348299.500000 Penalty: 4911.906250
	Iteration 19Q: 3 clusters Score -2348300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2348303.500000 Penalty: 4911.906250
	Iteration 20F: 3 clusters Score -2348304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2348310.250000 Penalty: 4911.906250
	Iteration 21Q: 3 clusters Score -2348310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2348313.500000 Penalty: 4911.906250
	Iteration 22Q: 3 clusters Score -2348314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2348314.250000 Penalty: 4911.906250
	Iteration 23Q: 3 clusters Score -2348314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2348317.500000 Penalty: 4911.906250
	Iteration 24Q: 3 clusters Score -2348318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2348317.500000 Penalty: 4911.906250
	Iteration 25F: 3 clusters Score -2348318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -499532.968750 Penalty: 2078.410156
	Iteration 0F: 2 clusters Score -499533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -495445.250000 Penalty: 4156.820312
	Iteration 0F: 3 clusters Score -495445.2 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -496382.093750 Penalty: 4156.820312
	Iteration 1F: 3 clusters Score -496382.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -496572.093750 Penalty: 4156.820312
	Iteration 2F: 3 clusters Score -496572.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -496676.031250 Penalty: 4156.820312
	Iteration 3Q: 3 clusters Score -496676 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -496753.781250 Penalty: 4156.820312
	Iteration 4Q: 3 clusters Score -496753.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -496814.187500 Penalty: 4156.820312
	Iteration 5Q: 3 clusters Score -496814.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -496866.875000 Penalty: 4156.820312
	Iteration 6Q: 3 clusters Score -496866.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -496914.687500 Penalty: 4156.820312
	Iteration 7Q: 3 clusters Score -496914.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -496960.968750 Penalty: 4156.820312
	Iteration 8Q: 3 clusters Score -496961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -497008.656250 Penalty: 4156.820312
	Iteration 9Q: 3 clusters Score -497008.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -497071.343750 Penalty: 4156.820312
	Iteration 10Q: 3 clusters Score -497071.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -497144.781250 Penalty: 4156.820312
	Iteration 11Q: 3 clusters Score -497144.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -497230.593750 Penalty: 4156.820312
	Iteration 12Q: 3 clusters Score -497230.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -497356.031250 Penalty: 4156.820312
	Iteration 13Q: 3 clusters Score -497356 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -497503.031250 Penalty: 4156.820312
	Iteration 14Q: 3 clusters Score -497503 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -497674.281250 Penalty: 4156.820312
	Iteration 15Q: 3 clusters Score -497674.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -497858.750000 Penalty: 4156.820312
	Iteration 16Q: 3 clusters Score -497858.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -498117.093750 Penalty: 4156.820312
	Iteration 17Q: 3 clusters Score -498117.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -498446.250000 Penalty: 4156.820312
	Iteration 18Q: 3 clusters Score -498446.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -498995.312500 Penalty: 4156.820312
	Iteration 19Q: 3 clusters Score -498995.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -499791.125000 Penalty: 4156.820312
	Iteration 20F: 3 clusters Score -499791.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -500118.281250 Penalty: 4156.820312
	Iteration 21Q: 3 clusters Score -500118.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -500283.687500 Penalty: 4156.820312
	Iteration 22Q: 3 clusters Score -500283.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -500408.531250 Penalty: 4156.820312
	Iteration 23Q: 3 clusters Score -500408.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -500487.281250 Penalty: 4156.820312
	Iteration 24Q: 3 clusters Score -500487.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -500522.812500 Penalty: 4156.820312
	Iteration 25Q: 3 clusters Score -500522.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -500542.031250 Penalty: 4156.820312
	Iteration 26Q: 3 clusters Score -500542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -500547.125000 Penalty: 4156.820312
	Iteration 27Q: 3 clusters Score -500547.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -500550.750000 Penalty: 4156.820312
	Iteration 28Q: 3 clusters Score -500550.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -500553.781250 Penalty: 4156.820312
	Iteration 29Q: 3 clusters Score -500553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -500554.718750 Penalty: 4156.820312
	Iteration 30Q: 3 clusters Score -500554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -500555.812500 Penalty: 4156.820312
	Iteration 31Q: 3 clusters Score -500555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -500557.500000 Penalty: 4156.820312
	Iteration 32Q: 3 clusters Score -500557.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -500558.687500 Penalty: 4156.820312
	Iteration 33Q: 3 clusters Score -500558.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -500561.812500 Penalty: 4156.820312
	Iteration 34Q: 3 clusters Score -500561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -500565.906250 Penalty: 4156.820312
	Iteration 35Q: 3 clusters Score -500565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -500565.875000 Penalty: 4156.820312
	Iteration 36Q: 3 clusters Score -500565.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -500566.812500 Penalty: 4156.820312
	Iteration 37F: 3 clusters Score -500566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -500566.875000 Penalty: 4156.820312
	Iteration 38Q: 3 clusters Score -500566.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -500566.875000 Penalty: 4156.820312
	Iteration 39F: 3 clusters Score -500566.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 330035 members 
Mstep: Class 4 contains 35850 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11044 members 
Mstep: Class 7 contains 13030 members 
Mstep: Class 8 contains 19991 members 
Mstep: Class 9 contains 1871 members 
Mstep: Class 10 contains 16024 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 35559 members 
Mstep: Class 13 contains 65393 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19272 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42403 members 
Mstep: Class 18 contains 5602 members 
Mstep: Class 19 contains 15491 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65359 members 
Mstep: Class 24 contains 94836 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92687448.000000 Penalty: 91179.304688
Splitting cluster 9 changes total score from -92687856.000000 to -92687448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (16024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Entering Unmasked Estep 
Score: -1882217.750000 Penalty: 2401.096924
	Iteration 0F: 2 clusters Score -1882218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1870697.875000 Penalty: 4802.193848
	Iteration 0F: 3 clusters Score -1870698 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1874681.750000 Penalty: 4802.193848
	Iteration 1F: 3 clusters Score -1874682 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1875456.000000 Penalty: 4802.193848
	Iteration 2F: 3 clusters Score -1875456 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1876333.500000 Penalty: 4802.193848
	Iteration 3F: 3 clusters Score -1876334 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1877298.750000 Penalty: 4802.193848
	Iteration 4F: 3 clusters Score -1877299 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1878219.250000 Penalty: 4802.193848
	Iteration 5F: 3 clusters Score -1878219 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1879036.750000 Penalty: 4802.193848
	Iteration 6F: 3 clusters Score -1879037 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1879683.125000 Penalty: 4802.193848
	Iteration 7Q: 3 clusters Score -1879683 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1880190.000000 Penalty: 4802.193848
	Iteration 8Q: 3 clusters Score -1880190 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1880612.750000 Penalty: 4802.193848
	Iteration 9Q: 3 clusters Score -1880613 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1880868.500000 Penalty: 4802.193848
	Iteration 10Q: 3 clusters Score -1880868 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1881016.000000 Penalty: 4802.193848
	Iteration 11Q: 3 clusters Score -1881016 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1881121.375000 Penalty: 4802.193848
	Iteration 12Q: 3 clusters Score -1881121 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1881197.125000 Penalty: 4802.193848
	Iteration 13Q: 3 clusters Score -1881197 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1881250.750000 Penalty: 4802.193848
	Iteration 14Q: 3 clusters Score -1881251 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1881302.250000 Penalty: 4802.193848
	Iteration 15Q: 3 clusters Score -1881302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1881336.625000 Penalty: 4802.193848
	Iteration 16Q: 3 clusters Score -1881337 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1881362.750000 Penalty: 4802.193848
	Iteration 17Q: 3 clusters Score -1881363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1881380.375000 Penalty: 4802.193848
	Iteration 18Q: 3 clusters Score -1881380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1881397.125000 Penalty: 4802.193848
	Iteration 19Q: 3 clusters Score -1881397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1881413.125000 Penalty: 4802.193848
	Iteration 20F: 3 clusters Score -1881413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1881417.875000 Penalty: 4802.193848
	Iteration 21Q: 3 clusters Score -1881418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1881426.500000 Penalty: 4802.193848
	Iteration 22Q: 3 clusters Score -1881426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1881433.125000 Penalty: 4802.193848
	Iteration 23Q: 3 clusters Score -1881433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1881435.000000 Penalty: 4802.193848
	Iteration 24Q: 3 clusters Score -1881435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1881434.125000 Penalty: 4802.193848
	Iteration 25Q: 3 clusters Score -1881434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1881434.000000 Penalty: 4802.193848
	Iteration 26Q: 3 clusters Score -1881434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1881437.625000 Penalty: 4802.193848
	Iteration 27Q: 3 clusters Score -1881438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1881437.375000 Penalty: 4802.193848
	Iteration 28Q: 3 clusters Score -1881437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1881437.375000 Penalty: 4802.193848
	Iteration 29F: 3 clusters Score -1881437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Entering Unmasked Estep 
Score: -711244.437500 Penalty: 2160.927734
	Iteration 0F: 2 clusters Score -711244.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -706035.500000 Penalty: 4321.855469
	Iteration 0F: 3 clusters Score -706035.5 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -707371.062500 Penalty: 4321.855469
	Iteration 1F: 3 clusters Score -707371.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -707578.750000 Penalty: 4321.855469
	Iteration 2F: 3 clusters Score -707578.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -707710.562500 Penalty: 4321.855469
	Iteration 3Q: 3 clusters Score -707710.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -707804.312500 Penalty: 4321.855469
	Iteration 4Q: 3 clusters Score -707804.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -707912.562500 Penalty: 4321.855469
	Iteration 5Q: 3 clusters Score -707912.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -708004.250000 Penalty: 4321.855469
	Iteration 6Q: 3 clusters Score -708004.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -708060.062500 Penalty: 4321.855469
	Iteration 7Q: 3 clusters Score -708060.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -708110.187500 Penalty: 4321.855469
	Iteration 8Q: 3 clusters Score -708110.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -708151.312500 Penalty: 4321.855469
	Iteration 9Q: 3 clusters Score -708151.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -708186.062500 Penalty: 4321.855469
	Iteration 10Q: 3 clusters Score -708186.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -708221.250000 Penalty: 4321.855469
	Iteration 11Q: 3 clusters Score -708221.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -708251.750000 Penalty: 4321.855469
	Iteration 12Q: 3 clusters Score -708251.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -708277.687500 Penalty: 4321.855469
	Iteration 13Q: 3 clusters Score -708277.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -708303.187500 Penalty: 4321.855469
	Iteration 14Q: 3 clusters Score -708303.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -708330.000000 Penalty: 4321.855469
	Iteration 15Q: 3 clusters Score -708330 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -708356.875000 Penalty: 4321.855469
	Iteration 16Q: 3 clusters Score -708356.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -708385.312500 Penalty: 4321.855469
	Iteration 17Q: 3 clusters Score -708385.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -708418.812500 Penalty: 4321.855469
	Iteration 18Q: 3 clusters Score -708418.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -708451.562500 Penalty: 4321.855469
	Iteration 19Q: 3 clusters Score -708451.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -708475.937500 Penalty: 4321.855469
	Iteration 20F: 3 clusters Score -708475.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -708504.625000 Penalty: 4321.855469
	Iteration 21Q: 3 clusters Score -708504.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -708533.187500 Penalty: 4321.855469
	Iteration 22Q: 3 clusters Score -708533.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -708560.937500 Penalty: 4321.855469
	Iteration 23Q: 3 clusters Score -708560.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -708586.000000 Penalty: 4321.855469
	Iteration 24Q: 3 clusters Score -708586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -708619.687500 Penalty: 4321.855469
	Iteration 25Q: 3 clusters Score -708619.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -708656.812500 Penalty: 4321.855469
	Iteration 26Q: 3 clusters Score -708656.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -708698.562500 Penalty: 4321.855469
	Iteration 27Q: 3 clusters Score -708698.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -708749.250000 Penalty: 4321.855469
	Iteration 28Q: 3 clusters Score -708749.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -708801.187500 Penalty: 4321.855469
	Iteration 29Q: 3 clusters Score -708801.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -708853.125000 Penalty: 4321.855469
	Iteration 30Q: 3 clusters Score -708853.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -708911.687500 Penalty: 4321.855469
	Iteration 31Q: 3 clusters Score -708911.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -708970.750000 Penalty: 4321.855469
	Iteration 32Q: 3 clusters Score -708970.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -709022.000000 Penalty: 4321.855469
	Iteration 33Q: 3 clusters Score -709022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -709067.687500 Penalty: 4321.855469
	Iteration 34Q: 3 clusters Score -709067.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -709100.812500 Penalty: 4321.855469
	Iteration 35Q: 3 clusters Score -709100.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -709137.312500 Penalty: 4321.855469
	Iteration 36Q: 3 clusters Score -709137.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -709157.812500 Penalty: 4321.855469
	Iteration 37Q: 3 clusters Score -709157.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -709172.812500 Penalty: 4321.855469
	Iteration 38Q: 3 clusters Score -709172.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -709182.000000 Penalty: 4321.855469
	Iteration 39Q: 3 clusters Score -709182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -709186.687500 Penalty: 4321.855469
	Iteration 40F: 3 clusters Score -709186.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -709189.187500 Penalty: 4321.855469
	Iteration 41Q: 3 clusters Score -709189.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -709191.500000 Penalty: 4321.855469
	Iteration 42Q: 3 clusters Score -709191.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -709195.000000 Penalty: 4321.855469
	Iteration 43Q: 3 clusters Score -709195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -709200.312500 Penalty: 4321.855469
	Iteration 44Q: 3 clusters Score -709200.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -709202.250000 Penalty: 4321.855469
	Iteration 45Q: 3 clusters Score -709202.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -709204.812500 Penalty: 4321.855469
	Iteration 46Q: 3 clusters Score -709204.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -709207.000000 Penalty: 4321.855469
	Iteration 47Q: 3 clusters Score -709207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -709206.750000 Penalty: 4321.855469
	Iteration 48Q: 3 clusters Score -709206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -709208.375000 Penalty: 4321.855469
	Iteration 49Q: 3 clusters Score -709208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -709211.937500 Penalty: 4321.855469
	Iteration 50Q: 3 clusters Score -709211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -709209.187500 Penalty: 4321.855469
	Iteration 51Q: 3 clusters Score -709209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -709209.437500 Penalty: 4321.855469
	Iteration 52Q: 3 clusters Score -709209.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -709209.437500 Penalty: 4321.855469
	Iteration 53F: 3 clusters Score -709209.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Entering Unmasked Estep 
Score: -4188526.750000 Penalty: 2598.779297
	Iteration 0F: 2 clusters Score -4188527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4164356.750000 Penalty: 5197.558594
	Iteration 0F: 3 clusters Score -4164357 nChanged 16127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -4172976.500000 Penalty: 5197.558594
	Iteration 1F: 3 clusters Score -4172976 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -4173358.750000 Penalty: 5197.558594
	Iteration 2Q: 3 clusters Score -4173359 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4173639.000000 Penalty: 5197.558594
	Iteration 3Q: 3 clusters Score -4173639 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -4173870.250000 Penalty: 5197.558594
	Iteration 4Q: 3 clusters Score -4173870 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4174127.750000 Penalty: 5197.558594
	Iteration 5Q: 3 clusters Score -4174128 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4174339.250000 Penalty: 5197.558594
	Iteration 6Q: 3 clusters Score -4174339 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -4174600.500000 Penalty: 5197.558594
	Iteration 7Q: 3 clusters Score -4174600 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -4174927.250000 Penalty: 5197.558594
	Iteration 8Q: 3 clusters Score -4174927 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -4175404.000000 Penalty: 5197.558594
	Iteration 9Q: 3 clusters Score -4175404 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -4176169.000000 Penalty: 5197.558594
	Iteration 10Q: 3 clusters Score -4176169 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -4177335.500000 Penalty: 5197.558594
	Iteration 11F: 3 clusters Score -4177336 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -4179096.500000 Penalty: 5197.558594
	Iteration 12F: 3 clusters Score -4179096 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -4180976.250000 Penalty: 5197.558594
	Iteration 13F: 3 clusters Score -4180976 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -4182712.750000 Penalty: 5197.558594
	Iteration 14F: 3 clusters Score -4182713 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -4184040.750000 Penalty: 5197.558594
	Iteration 15Q: 3 clusters Score -4184041 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -4184913.750000 Penalty: 5197.558594
	Iteration 16Q: 3 clusters Score -4184914 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -4185417.750000 Penalty: 5197.558594
	Iteration 17Q: 3 clusters Score -4185418 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -4185693.250000 Penalty: 5197.558594
	Iteration 18Q: 3 clusters Score -4185693 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -4185870.500000 Penalty: 5197.558594
	Iteration 19Q: 3 clusters Score -4185870 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -4185986.250000 Penalty: 5197.558594
	Iteration 20F: 3 clusters Score -4185986 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -4186070.250000 Penalty: 5197.558594
	Iteration 21Q: 3 clusters Score -4186070 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -4186137.250000 Penalty: 5197.558594
	Iteration 22Q: 3 clusters Score -4186137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -4186187.750000 Penalty: 5197.558594
	Iteration 23Q: 3 clusters Score -4186188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -4186216.250000 Penalty: 5197.558594
	Iteration 24Q: 3 clusters Score -4186216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -4186255.500000 Penalty: 5197.558594
	Iteration 25Q: 3 clusters Score -4186256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4186274.500000 Penalty: 5197.558594
	Iteration 26Q: 3 clusters Score -4186274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -4186287.500000 Penalty: 5197.558594
	Iteration 27Q: 3 clusters Score -4186288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -4186295.500000 Penalty: 5197.558594
	Iteration 28Q: 3 clusters Score -4186296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -4186314.750000 Penalty: 5197.558594
	Iteration 29Q: 3 clusters Score -4186315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -4186321.500000 Penalty: 5197.558594
	Iteration 30Q: 3 clusters Score -4186322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -4186331.000000 Penalty: 5197.558594
	Iteration 31Q: 3 clusters Score -4186331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -4186322.750000 Penalty: 5197.558594
	Iteration 32Q: 3 clusters Score -4186323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -4186331.000000 Penalty: 5197.558594
	Iteration 33Q: 3 clusters Score -4186331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4186329.500000 Penalty: 5197.558594
	Iteration 34Q: 3 clusters Score -4186330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4186335.500000 Penalty: 5197.558594
	Iteration 35Q: 3 clusters Score -4186336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -4186336.500000 Penalty: 5197.558594
	Iteration 36Q: 3 clusters Score -4186336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -4186337.000000 Penalty: 5197.558594
	Iteration 37Q: 3 clusters Score -4186337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -4186338.500000 Penalty: 5197.558594
	Iteration 38Q: 3 clusters Score -4186338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -4186339.500000 Penalty: 5197.558594
	Iteration 39Q: 3 clusters Score -4186340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4186342.500000 Penalty: 5197.558594
	Iteration 40F: 3 clusters Score -4186342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -4186343.000000 Penalty: 5197.558594
	Iteration 41Q: 3 clusters Score -4186343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -4186343.000000 Penalty: 5197.558594
	Iteration 42F: 3 clusters Score -4186343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Entering Unmasked Estep 
Score: -7586310.000000 Penalty: 2749.866211
	Iteration 0F: 2 clusters Score -7586310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -7542750.500000 Penalty: 5499.732422
	Iteration 0F: 3 clusters Score -7542750 nChanged 30314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -7559617.000000 Penalty: 5499.732422
	Iteration 1F: 3 clusters Score -7559617 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -7560111.500000 Penalty: 5499.732422
	Iteration 2Q: 3 clusters Score -7560112 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -7560670.500000 Penalty: 5499.732422
	Iteration 3Q: 3 clusters Score -7560670 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -7561356.000000 Penalty: 5499.732422
	Iteration 4Q: 3 clusters Score -7561356 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -7562393.500000 Penalty: 5499.732422
	Iteration 5Q: 3 clusters Score -7562394 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -7564072.000000 Penalty: 5499.732422
	Iteration 6F: 3 clusters Score -7564072 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -7566697.500000 Penalty: 5499.732422
	Iteration 7F: 3 clusters Score -7566698 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -7570560.500000 Penalty: 5499.732422
	Iteration 8F: 3 clusters Score -7570560 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -7575151.000000 Penalty: 5499.732422
	Iteration 9F: 3 clusters Score -7575151 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -7579097.500000 Penalty: 5499.732422
	Iteration 10F: 3 clusters Score -7579098 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -7581714.000000 Penalty: 5499.732422
	Iteration 11Q: 3 clusters Score -7581714 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -7582926.000000 Penalty: 5499.732422
	Iteration 12Q: 3 clusters Score -7582926 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -7583449.000000 Penalty: 5499.732422
	Iteration 13Q: 3 clusters Score -7583449 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -7583680.000000 Penalty: 5499.732422
	Iteration 14Q: 3 clusters Score -7583680 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -7583750.500000 Penalty: 5499.732422
	Iteration 15Q: 3 clusters Score -7583750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -7583809.500000 Penalty: 5499.732422
	Iteration 16Q: 3 clusters Score -7583810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -7583831.500000 Penalty: 5499.732422
	Iteration 17Q: 3 clusters Score -7583832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -7583853.000000 Penalty: 5499.732422
	Iteration 18Q: 3 clusters Score -7583853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -7583860.000000 Penalty: 5499.732422
	Iteration 19Q: 3 clusters Score -7583860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 65004 members 
Entering Unmasked Estep 
Score: -7583882.500000 Penalty: 5499.732422
	Iteration 20F: 3 clusters Score -7583882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -7583889.500000 Penalty: 5499.732422
	Iteration 21Q: 3 clusters Score -7583890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -7583900.500000 Penalty: 5499.732422
	Iteration 22Q: 3 clusters Score -7583900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -7583913.500000 Penalty: 5499.732422
	Iteration 23Q: 3 clusters Score -7583914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -7583911.000000 Penalty: 5499.732422
	Iteration 24Q: 3 clusters Score -7583911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -7583916.500000 Penalty: 5499.732422
	Iteration 25Q: 3 clusters Score -7583916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -7583917.500000 Penalty: 5499.732422
	Iteration 26Q: 3 clusters Score -7583918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -7583917.500000 Penalty: 5499.732422
	Iteration 27F: 3 clusters Score -7583918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -361046.906250 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -361046.9 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 1706 members 
Entering Unmasked Estep 
Score: -357614.031250 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -357614 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -358462.343750 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -358462.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -358711.437500 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -358711.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -358895.156250 Penalty: 4026.334961
	Iteration 3F: 3 clusters Score -358895.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -359070.968750 Penalty: 4026.334961
	Iteration 4Q: 3 clusters Score -359071 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -359302.093750 Penalty: 4026.334961
	Iteration 5F: 3 clusters Score -359302.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -359541.906250 Penalty: 4026.334961
	Iteration 6F: 3 clusters Score -359541.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -359873.343750 Penalty: 4026.334961
	Iteration 7F: 3 clusters Score -359873.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -360271.343750 Penalty: 4026.334961
	Iteration 8F: 3 clusters Score -360271.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -360567.531250 Penalty: 4026.334961
	Iteration 9F: 3 clusters Score -360567.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -360809.625000 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -360809.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -360977.843750 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -360977.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -361081.187500 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -361081.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -361143.468750 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -361143.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -361187.625000 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -361187.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -361238.656250 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -361238.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -361270.000000 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -361270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -361288.281250 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -361288.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -361306.375000 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -361306.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -361311.156250 Penalty: 4026.334961
	Iteration 19Q: 3 clusters Score -361311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -361312.906250 Penalty: 4026.334961
	Iteration 20F: 3 clusters Score -361312.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 230 members 
Mstep: Class 3 contains 330035 members 
Mstep: Class 4 contains 35850 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11044 members 
Mstep: Class 7 contains 13030 members 
Mstep: Class 8 contains 19991 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16024 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 35559 members 
Mstep: Class 13 contains 65393 members 
Mstep: Class 14 contains 3123 members 
Mstep: Class 15 contains 19272 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42403 members 
Mstep: Class 18 contains 5602 members 
Mstep: Class 19 contains 15491 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65359 members 
Mstep: Class 24 contains 94836 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686696.000000 Penalty: 91179.304688
Splitting cluster 14 changes total score from -92687856.000000 to -92686696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (19272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Entering Unmasked Estep 
Score: -2270944.500000 Penalty: 2446.869385
	Iteration 0F: 2 clusters Score -2270944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2257400.750000 Penalty: 4893.738770
	Iteration 0F: 3 clusters Score -2257401 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2261809.750000 Penalty: 4893.738770
	Iteration 1F: 3 clusters Score -2261810 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2262186.500000 Penalty: 4893.738770
	Iteration 2F: 3 clusters Score -2262186 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2262461.250000 Penalty: 4893.738770
	Iteration 3Q: 3 clusters Score -2262461 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2262676.500000 Penalty: 4893.738770
	Iteration 4Q: 3 clusters Score -2262676 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2262854.750000 Penalty: 4893.738770
	Iteration 5Q: 3 clusters Score -2262855 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2263021.500000 Penalty: 4893.738770
	Iteration 6Q: 3 clusters Score -2263022 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2263167.000000 Penalty: 4893.738770
	Iteration 7Q: 3 clusters Score -2263167 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2263290.000000 Penalty: 4893.738770
	Iteration 8Q: 3 clusters Score -2263290 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2263405.250000 Penalty: 4893.738770
	Iteration 9Q: 3 clusters Score -2263405 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2263508.250000 Penalty: 4893.738770
	Iteration 10Q: 3 clusters Score -2263508 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2263604.500000 Penalty: 4893.738770
	Iteration 11Q: 3 clusters Score -2263604 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2263717.250000 Penalty: 4893.738770
	Iteration 12Q: 3 clusters Score -2263717 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2263862.000000 Penalty: 4893.738770
	Iteration 13Q: 3 clusters Score -2263862 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2264044.250000 Penalty: 4893.738770
	Iteration 14Q: 3 clusters Score -2264044 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2264265.750000 Penalty: 4893.738770
	Iteration 15Q: 3 clusters Score -2264266 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2264527.750000 Penalty: 4893.738770
	Iteration 16Q: 3 clusters Score -2264528 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2264870.750000 Penalty: 4893.738770
	Iteration 17Q: 3 clusters Score -2264871 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2265256.500000 Penalty: 4893.738770
	Iteration 18Q: 3 clusters Score -2265256 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2265680.000000 Penalty: 4893.738770
	Iteration 19Q: 3 clusters Score -2265680 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2266092.000000 Penalty: 4893.738770
	Iteration 20F: 3 clusters Score -2266092 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2266368.250000 Penalty: 4893.738770
	Iteration 21Q: 3 clusters Score -2266368 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2266572.750000 Penalty: 4893.738770
	Iteration 22Q: 3 clusters Score -2266573 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2266698.000000 Penalty: 4893.738770
	Iteration 23Q: 3 clusters Score -2266698 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2266777.000000 Penalty: 4893.738770
	Iteration 24Q: 3 clusters Score -2266777 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2266840.250000 Penalty: 4893.738770
	Iteration 25Q: 3 clusters Score -2266840 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2266896.750000 Penalty: 4893.738770
	Iteration 26Q: 3 clusters Score -2266897 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2266946.750000 Penalty: 4893.738770
	Iteration 27Q: 3 clusters Score -2266947 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2267006.750000 Penalty: 4893.738770
	Iteration 28Q: 3 clusters Score -2267007 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2267062.250000 Penalty: 4893.738770
	Iteration 29Q: 3 clusters Score -2267062 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2267115.000000 Penalty: 4893.738770
	Iteration 30Q: 3 clusters Score -2267115 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2267166.500000 Penalty: 4893.738770
	Iteration 31Q: 3 clusters Score -2267166 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2267216.750000 Penalty: 4893.738770
	Iteration 32Q: 3 clusters Score -2267217 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2267274.000000 Penalty: 4893.738770
	Iteration 33Q: 3 clusters Score -2267274 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2267332.750000 Penalty: 4893.738770
	Iteration 34Q: 3 clusters Score -2267333 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2267397.500000 Penalty: 4893.738770
	Iteration 35Q: 3 clusters Score -2267398 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2267452.250000 Penalty: 4893.738770
	Iteration 36Q: 3 clusters Score -2267452 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2267516.000000 Penalty: 4893.738770
	Iteration 37Q: 3 clusters Score -2267516 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2267569.250000 Penalty: 4893.738770
	Iteration 38Q: 3 clusters Score -2267569 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2267653.500000 Penalty: 4893.738770
	Iteration 39Q: 3 clusters Score -2267654 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2267724.000000 Penalty: 4893.738770
	Iteration 40F: 3 clusters Score -2267724 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2267813.250000 Penalty: 4893.738770
	Iteration 41Q: 3 clusters Score -2267813 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2267886.000000 Penalty: 4893.738770
	Iteration 42Q: 3 clusters Score -2267886 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2267966.500000 Penalty: 4893.738770
	Iteration 43Q: 3 clusters Score -2267966 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2268052.000000 Penalty: 4893.738770
	Iteration 44Q: 3 clusters Score -2268052 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2268140.500000 Penalty: 4893.738770
	Iteration 45Q: 3 clusters Score -2268140 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2268233.250000 Penalty: 4893.738770
	Iteration 46Q: 3 clusters Score -2268233 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2268297.500000 Penalty: 4893.738770
	Iteration 47Q: 3 clusters Score -2268298 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2268374.750000 Penalty: 4893.738770
	Iteration 48Q: 3 clusters Score -2268375 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2268435.750000 Penalty: 4893.738770
	Iteration 49Q: 3 clusters Score -2268436 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2268510.500000 Penalty: 4893.738770
	Iteration 50Q: 3 clusters Score -2268510 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2268580.000000 Penalty: 4893.738770
	Iteration 51Q: 3 clusters Score -2268580 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2268639.500000 Penalty: 4893.738770
	Iteration 52Q: 3 clusters Score -2268640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2268675.250000 Penalty: 4893.738770
	Iteration 53Q: 3 clusters Score -2268675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2268703.250000 Penalty: 4893.738770
	Iteration 54Q: 3 clusters Score -2268703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2268735.500000 Penalty: 4893.738770
	Iteration 55Q: 3 clusters Score -2268736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2268757.000000 Penalty: 4893.738770
	Iteration 56Q: 3 clusters Score -2268757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2268773.500000 Penalty: 4893.738770
	Iteration 57Q: 3 clusters Score -2268774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2268787.000000 Penalty: 4893.738770
	Iteration 58Q: 3 clusters Score -2268787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2268792.750000 Penalty: 4893.738770
	Iteration 59Q: 3 clusters Score -2268793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2268799.500000 Penalty: 4893.738770
	Iteration 60F: 3 clusters Score -2268800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2268802.750000 Penalty: 4893.738770
	Iteration 61Q: 3 clusters Score -2268803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2268806.250000 Penalty: 4893.738770
	Iteration 62Q: 3 clusters Score -2268806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2268806.750000 Penalty: 4893.738770
	Iteration 63Q: 3 clusters Score -2268807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2268810.000000 Penalty: 4893.738770
	Iteration 64Q: 3 clusters Score -2268810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2268810.250000 Penalty: 4893.738770
	Iteration 65Q: 3 clusters Score -2268810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2268809.750000 Penalty: 4893.738770
	Iteration 66Q: 3 clusters Score -2268810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2268809.750000 Penalty: 4893.738770
	Iteration 67F: 3 clusters Score -2268810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -56604.718750 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -56604.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55050.972656 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -55050.97 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55234.273438 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -55234.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55278.554688 Penalty: 3125.189941
	Iteration 2Q: 3 clusters Score -55278.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55315.597656 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -55315.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55336.042969 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -55336.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55341.742188 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -55341.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55350.277344 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -55350.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55355.875000 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -55355.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55357.910156 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -55357.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55362.695312 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -55362.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55367.890625 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -55367.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55367.890625 Penalty: 3125.189941
	Iteration 11F: 3 clusters Score -55367.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Entering Unmasked Estep 
Score: -4776447.000000 Penalty: 2642.433594
	Iteration 0F: 2 clusters Score -4776447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -4747861.000000 Penalty: 5284.867188
	Iteration 0F: 3 clusters Score -4747861 nChanged 19449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -4758479.500000 Penalty: 5284.867188
	Iteration 1F: 3 clusters Score -4758480 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -4759096.000000 Penalty: 5284.867188
	Iteration 2Q: 3 clusters Score -4759096 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -4759771.000000 Penalty: 5284.867188
	Iteration 3Q: 3 clusters Score -4759771 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -4760629.500000 Penalty: 5284.867188
	Iteration 4Q: 3 clusters Score -4760630 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -4761630.500000 Penalty: 5284.867188
	Iteration 5Q: 3 clusters Score -4761630 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -4762931.000000 Penalty: 5284.867188
	Iteration 6Q: 3 clusters Score -4762931 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -4764466.000000 Penalty: 5284.867188
	Iteration 7F: 3 clusters Score -4764466 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -4766226.500000 Penalty: 5284.867188
	Iteration 8F: 3 clusters Score -4766226 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -4768111.500000 Penalty: 5284.867188
	Iteration 9F: 3 clusters Score -4768112 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -4769776.500000 Penalty: 5284.867188
	Iteration 10F: 3 clusters Score -4769776 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -4771218.000000 Penalty: 5284.867188
	Iteration 11Q: 3 clusters Score -4771218 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -4772233.500000 Penalty: 5284.867188
	Iteration 12Q: 3 clusters Score -4772234 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -4772885.500000 Penalty: 5284.867188
	Iteration 13Q: 3 clusters Score -4772886 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -4773314.500000 Penalty: 5284.867188
	Iteration 14Q: 3 clusters Score -4773314 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -4773565.500000 Penalty: 5284.867188
	Iteration 15Q: 3 clusters Score -4773566 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -4773760.500000 Penalty: 5284.867188
	Iteration 16Q: 3 clusters Score -4773760 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -4773889.000000 Penalty: 5284.867188
	Iteration 17Q: 3 clusters Score -4773889 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -4773975.500000 Penalty: 5284.867188
	Iteration 18Q: 3 clusters Score -4773976 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -4774048.000000 Penalty: 5284.867188
	Iteration 19Q: 3 clusters Score -4774048 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -4774114.000000 Penalty: 5284.867188
	Iteration 20F: 3 clusters Score -4774114 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -4774151.500000 Penalty: 5284.867188
	Iteration 21Q: 3 clusters Score -4774152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -4774172.000000 Penalty: 5284.867188
	Iteration 22Q: 3 clusters Score -4774172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -4774200.000000 Penalty: 5284.867188
	Iteration 23Q: 3 clusters Score -4774200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -4774211.500000 Penalty: 5284.867188
	Iteration 24Q: 3 clusters Score -4774212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -4774229.000000 Penalty: 5284.867188
	Iteration 25Q: 3 clusters Score -4774229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -4774239.500000 Penalty: 5284.867188
	Iteration 26Q: 3 clusters Score -4774240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -4774245.500000 Penalty: 5284.867188
	Iteration 27Q: 3 clusters Score -4774246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -4774244.500000 Penalty: 5284.867188
	Iteration 28Q: 3 clusters Score -4774244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -4774247.000000 Penalty: 5284.867188
	Iteration 29Q: 3 clusters Score -4774247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -4774250.000000 Penalty: 5284.867188
	Iteration 30Q: 3 clusters Score -4774250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -4774249.500000 Penalty: 5284.867188
	Iteration 31Q: 3 clusters Score -4774250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -4774252.500000 Penalty: 5284.867188
	Iteration 32Q: 3 clusters Score -4774252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -4774256.500000 Penalty: 5284.867188
	Iteration 33Q: 3 clusters Score -4774256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -4774257.500000 Penalty: 5284.867188
	Iteration 34Q: 3 clusters Score -4774258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -4774256.500000 Penalty: 5284.867188
	Iteration 35Q: 3 clusters Score -4774256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -4774258.500000 Penalty: 5284.867188
	Iteration 36Q: 3 clusters Score -4774258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -4774256.500000 Penalty: 5284.867188
	Iteration 37Q: 3 clusters Score -4774256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -4774260.000000 Penalty: 5284.867188
	Iteration 38Q: 3 clusters Score -4774260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -4774260.000000 Penalty: 5284.867188
	Iteration 39F: 3 clusters Score -4774260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Entering Unmasked Estep 
Score: -637659.875000 Penalty: 2140.458008
	Iteration 0F: 2 clusters Score -637659.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -632746.437500 Penalty: 4280.916016
	Iteration 0F: 3 clusters Score -632746.4 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -633951.125000 Penalty: 4280.916016
	Iteration 1F: 3 clusters Score -633951.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -634164.312500 Penalty: 4280.916016
	Iteration 2F: 3 clusters Score -634164.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -634276.625000 Penalty: 4280.916016
	Iteration 3Q: 3 clusters Score -634276.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -634339.500000 Penalty: 4280.916016
	Iteration 4Q: 3 clusters Score -634339.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -634390.937500 Penalty: 4280.916016
	Iteration 5Q: 3 clusters Score -634390.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -634433.187500 Penalty: 4280.916016
	Iteration 6Q: 3 clusters Score -634433.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -634474.437500 Penalty: 4280.916016
	Iteration 7Q: 3 clusters Score -634474.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -634514.937500 Penalty: 4280.916016
	Iteration 8Q: 3 clusters Score -634514.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -634555.062500 Penalty: 4280.916016
	Iteration 9Q: 3 clusters Score -634555.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -634592.687500 Penalty: 4280.916016
	Iteration 10Q: 3 clusters Score -634592.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -634629.625000 Penalty: 4280.916016
	Iteration 11Q: 3 clusters Score -634629.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -634667.187500 Penalty: 4280.916016
	Iteration 12Q: 3 clusters Score -634667.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -634697.250000 Penalty: 4280.916016
	Iteration 13Q: 3 clusters Score -634697.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -634726.687500 Penalty: 4280.916016
	Iteration 14Q: 3 clusters Score -634726.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -634750.125000 Penalty: 4280.916016
	Iteration 15Q: 3 clusters Score -634750.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -634781.625000 Penalty: 4280.916016
	Iteration 16Q: 3 clusters Score -634781.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -634825.062500 Penalty: 4280.916016
	Iteration 17Q: 3 clusters Score -634825.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -634877.937500 Penalty: 4280.916016
	Iteration 18Q: 3 clusters Score -634877.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -634921.437500 Penalty: 4280.916016
	Iteration 19Q: 3 clusters Score -634921.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -634966.000000 Penalty: 4280.916016
	Iteration 20F: 3 clusters Score -634966 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -635014.437500 Penalty: 4280.916016
	Iteration 21Q: 3 clusters Score -635014.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -635069.062500 Penalty: 4280.916016
	Iteration 22Q: 3 clusters Score -635069.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -635122.000000 Penalty: 4280.916016
	Iteration 23Q: 3 clusters Score -635122 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -635181.500000 Penalty: 4280.916016
	Iteration 24Q: 3 clusters Score -635181.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -635242.250000 Penalty: 4280.916016
	Iteration 25Q: 3 clusters Score -635242.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -635293.125000 Penalty: 4280.916016
	Iteration 26Q: 3 clusters Score -635293.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -635344.250000 Penalty: 4280.916016
	Iteration 27Q: 3 clusters Score -635344.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -635391.562500 Penalty: 4280.916016
	Iteration 28Q: 3 clusters Score -635391.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -635439.250000 Penalty: 4280.916016
	Iteration 29Q: 3 clusters Score -635439.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -635477.187500 Penalty: 4280.916016
	Iteration 30Q: 3 clusters Score -635477.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -635512.125000 Penalty: 4280.916016
	Iteration 31Q: 3 clusters Score -635512.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -635546.062500 Penalty: 4280.916016
	Iteration 32Q: 3 clusters Score -635546.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -635579.687500 Penalty: 4280.916016
	Iteration 33Q: 3 clusters Score -635579.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -635608.812500 Penalty: 4280.916016
	Iteration 34Q: 3 clusters Score -635608.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -635626.750000 Penalty: 4280.916016
	Iteration 35Q: 3 clusters Score -635626.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -635646.187500 Penalty: 4280.916016
	Iteration 36Q: 3 clusters Score -635646.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -635657.812500 Penalty: 4280.916016
	Iteration 37Q: 3 clusters Score -635657.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -635665.062500 Penalty: 4280.916016
	Iteration 38Q: 3 clusters Score -635665.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -635675.062500 Penalty: 4280.916016
	Iteration 39Q: 3 clusters Score -635675.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -635682.750000 Penalty: 4280.916016
	Iteration 40F: 3 clusters Score -635682.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -635690.812500 Penalty: 4280.916016
	Iteration 41Q: 3 clusters Score -635690.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -635699.875000 Penalty: 4280.916016
	Iteration 42Q: 3 clusters Score -635699.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -635703.375000 Penalty: 4280.916016
	Iteration 43Q: 3 clusters Score -635703.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -635706.500000 Penalty: 4280.916016
	Iteration 44Q: 3 clusters Score -635706.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -635711.375000 Penalty: 4280.916016
	Iteration 45Q: 3 clusters Score -635711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -635713.125000 Penalty: 4280.916016
	Iteration 46Q: 3 clusters Score -635713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -635713.437500 Penalty: 4280.916016
	Iteration 47Q: 3 clusters Score -635713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -635714.687500 Penalty: 4280.916016
	Iteration 48Q: 3 clusters Score -635714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -635715.437500 Penalty: 4280.916016
	Iteration 49Q: 3 clusters Score -635715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -635715.812500 Penalty: 4280.916016
	Iteration 50Q: 3 clusters Score -635715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -635716.750000 Penalty: 4280.916016
	Iteration 51Q: 3 clusters Score -635716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -635718.062500 Penalty: 4280.916016
	Iteration 52Q: 3 clusters Score -635718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -635719.437500 Penalty: 4280.916016
	Iteration 53Q: 3 clusters Score -635719.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -635719.437500 Penalty: 4280.916016
	Iteration 54F: 3 clusters Score -635719.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Entering Unmasked Estep 
Score: -1821192.875000 Penalty: 2392.707520
	Iteration 0F: 2 clusters Score -1821193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1809977.000000 Penalty: 4785.415039
	Iteration 0F: 3 clusters Score -1809977 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1813443.375000 Penalty: 4785.415039
	Iteration 1F: 3 clusters Score -1813443 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1813727.375000 Penalty: 4785.415039
	Iteration 2F: 3 clusters Score -1813727 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1813973.750000 Penalty: 4785.415039
	Iteration 3Q: 3 clusters Score -1813974 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1814220.625000 Penalty: 4785.415039
	Iteration 4Q: 3 clusters Score -1814221 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1814468.250000 Penalty: 4785.415039
	Iteration 5Q: 3 clusters Score -1814468 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1814771.625000 Penalty: 4785.415039
	Iteration 6Q: 3 clusters Score -1814772 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1815212.125000 Penalty: 4785.415039
	Iteration 7Q: 3 clusters Score -1815212 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1815716.750000 Penalty: 4785.415039
	Iteration 8F: 3 clusters Score -1815717 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1816357.125000 Penalty: 4785.415039
	Iteration 9F: 3 clusters Score -1816357 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1817088.375000 Penalty: 4785.415039
	Iteration 10F: 3 clusters Score -1817088 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1817838.500000 Penalty: 4785.415039
	Iteration 11F: 3 clusters Score -1817838 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1818365.875000 Penalty: 4785.415039
	Iteration 12Q: 3 clusters Score -1818366 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1818690.250000 Penalty: 4785.415039
	Iteration 13Q: 3 clusters Score -1818690 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1818888.750000 Penalty: 4785.415039
	Iteration 14Q: 3 clusters Score -1818889 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1819007.250000 Penalty: 4785.415039
	Iteration 15Q: 3 clusters Score -1819007 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1819080.375000 Penalty: 4785.415039
	Iteration 16Q: 3 clusters Score -1819080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1819121.875000 Penalty: 4785.415039
	Iteration 17Q: 3 clusters Score -1819122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1819142.875000 Penalty: 4785.415039
	Iteration 18Q: 3 clusters Score -1819143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1819166.125000 Penalty: 4785.415039
	Iteration 19Q: 3 clusters Score -1819166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1819168.500000 Penalty: 4785.415039
	Iteration 20F: 3 clusters Score -1819168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1819178.250000 Penalty: 4785.415039
	Iteration 21Q: 3 clusters Score -1819178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1819180.875000 Penalty: 4785.415039
	Iteration 22Q: 3 clusters Score -1819181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1819181.125000 Penalty: 4785.415039
	Iteration 23Q: 3 clusters Score -1819181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1819182.500000 Penalty: 4785.415039
	Iteration 24Q: 3 clusters Score -1819182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1819179.750000 Penalty: 4785.415039
	Iteration 25Q: 3 clusters Score -1819180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1819185.000000 Penalty: 4785.415039
	Iteration 26Q: 3 clusters Score -1819185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1819185.000000 Penalty: 4785.415039
	Iteration 27F: 3 clusters Score -1819185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -82085.203125 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -82085.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80355.226562 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -80355.23 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80597.039062 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -80597.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80669.742188 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -80669.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80701.617188 Penalty: 3284.217285
	Iteration 3Q: 3 clusters Score -80701.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80717.343750 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -80717.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -80721.593750 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -80721.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80730.312500 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -80730.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80737.054688 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -80737.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80745.093750 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -80745.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80746.226562 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -80746.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80746.226562 Penalty: 3284.217285
	Iteration 10F: 3 clusters Score -80746.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Entering Unmasked Estep 
Score: -75553.492188 Penalty: 1650.549194
	Iteration 0F: 2 clusters Score -75553.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73824.687500 Penalty: 3301.098389
	Iteration 0F: 3 clusters Score -73824.69 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74197.304688 Penalty: 3301.098389
	Iteration 1F: 3 clusters Score -74197.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -74493.578125 Penalty: 3301.098389
	Iteration 2F: 3 clusters Score -74493.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74644.054688 Penalty: 3301.098389
	Iteration 3F: 3 clusters Score -74644.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74740.382812 Penalty: 3301.098389
	Iteration 4F: 3 clusters Score -74740.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74791.421875 Penalty: 3301.098389
	Iteration 5Q: 3 clusters Score -74791.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74851.187500 Penalty: 3301.098389
	Iteration 6Q: 3 clusters Score -74851.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -74917.125000 Penalty: 3301.098389
	Iteration 7Q: 3 clusters Score -74917.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -74982.429688 Penalty: 3301.098389
	Iteration 8Q: 3 clusters Score -74982.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75068.171875 Penalty: 3301.098389
	Iteration 9Q: 3 clusters Score -75068.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -75252.617188 Penalty: 3301.098389
	Iteration 10Q: 3 clusters Score -75252.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75559.085938 Penalty: 3301.098389
	Iteration 11Q: 3 clusters Score -75559.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75737.382812 Penalty: 3301.098389
	Iteration 12Q: 3 clusters Score -75737.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -75840.359375 Penalty: 3301.098389
	Iteration 13Q: 3 clusters Score -75840.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75934.648438 Penalty: 3301.098389
	Iteration 14Q: 3 clusters Score -75934.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76020.718750 Penalty: 3301.098389
	Iteration 15Q: 3 clusters Score -76020.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76044.968750 Penalty: 3301.098389
	Iteration 16Q: 3 clusters Score -76044.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -76085.414062 Penalty: 3301.098389
	Iteration 17Q: 3 clusters Score -76085.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -76147.820312 Penalty: 3301.098389
	Iteration 18Q: 3 clusters Score -76147.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76314.414062 Penalty: 3301.098389
	Iteration 19Q: 3 clusters Score -76314.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76415.234375 Penalty: 3301.098389
	Iteration 20F: 3 clusters Score -76415.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76432.367188 Penalty: 3301.098389
	Iteration 21Q: 3 clusters Score -76432.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76464.328125 Penalty: 3301.098389
	Iteration 22Q: 3 clusters Score -76464.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76517.359375 Penalty: 3301.098389
	Iteration 23Q: 3 clusters Score -76517.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76532.578125 Penalty: 3301.098389
	Iteration 24Q: 3 clusters Score -76532.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76532.578125 Penalty: 3301.098389
	Iteration 25F: 3 clusters Score -76532.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 330035 members 
Mstep: Class 4 contains 35850 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11044 members 
Mstep: Class 7 contains 13030 members 
Mstep: Class 8 contains 19991 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16024 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 35559 members 
Mstep: Class 13 contains 65393 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19272 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42403 members 
Mstep: Class 18 contains 5602 members 
Mstep: Class 19 contains 15491 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65359 members 
Mstep: Class 24 contains 94836 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686984.000000 Penalty: 91179.304688
Splitting cluster 21 changes total score from -92687856.000000 to -92686984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -110955.218750 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -110955.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -108924.734375 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -108924.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -109303.328125 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -109303.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -109518.984375 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -109519 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -109676.882812 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -109676.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109836.234375 Penalty: 3461.656006
	Iteration 4F: 3 clusters Score -109836.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -110031.992188 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -110032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110214.632812 Penalty: 3461.656006
	Iteration 6F: 3 clusters Score -110214.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -110348.593750 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -110348.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -110464.242188 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -110464.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -110587.304688 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -110587.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -110670.421875 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -110670.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -110726.328125 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -110726.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110792.265625 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -110792.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -110873.320312 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -110873.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111072.750000 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -111072.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111423.984375 Penalty: 3461.656006
	Iteration 15Q: 3 clusters Score -111424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -111492.367188 Penalty: 3461.656006
	Iteration 16Q: 3 clusters Score -111492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111508.625000 Penalty: 3461.656006
	Iteration 17Q: 3 clusters Score -111508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -111519.835938 Penalty: 3461.656006
	Iteration 18Q: 3 clusters Score -111519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111526.484375 Penalty: 3461.656006
	Iteration 19Q: 3 clusters Score -111526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111535.164062 Penalty: 3461.656006
	Iteration 20F: 3 clusters Score -111535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -111543.367188 Penalty: 3461.656006
	Iteration 21Q: 3 clusters Score -111543.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -111547.125000 Penalty: 3461.656006
	Iteration 22Q: 3 clusters Score -111547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -111547.125000 Penalty: 3461.656006
	Iteration 23F: 3 clusters Score -111547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 330035 members 
Mstep: Class 4 contains 35850 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11044 members 
Mstep: Class 7 contains 13030 members 
Mstep: Class 8 contains 19991 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16024 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 35559 members 
Mstep: Class 13 contains 65393 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19272 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42403 members 
Mstep: Class 18 contains 5602 members 
Mstep: Class 19 contains 15491 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 65359 members 
Mstep: Class 24 contains 94836 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686720.000000 Penalty: 91179.304688
Splitting cluster 22 changes total score from -92687856.000000 to -92686720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (65359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Entering Unmasked Estep 
Score: -7684280.500000 Penalty: 2749.737305
	Iteration 0F: 2 clusters Score -7684280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -7640318.500000 Penalty: 5499.474609
	Iteration 0F: 3 clusters Score -7640318 nChanged 30417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -7657478.500000 Penalty: 5499.474609
	Iteration 1F: 3 clusters Score -7657478 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -7658133.000000 Penalty: 5499.474609
	Iteration 2Q: 3 clusters Score -7658133 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -7658900.500000 Penalty: 5499.474609
	Iteration 3Q: 3 clusters Score -7658900 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -7660032.000000 Penalty: 5499.474609
	Iteration 4Q: 3 clusters Score -7660032 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -7661733.000000 Penalty: 5499.474609
	Iteration 5F: 3 clusters Score -7661733 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -7664435.500000 Penalty: 5499.474609
	Iteration 6F: 3 clusters Score -7664436 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -7668119.000000 Penalty: 5499.474609
	Iteration 7F: 3 clusters Score -7668119 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -7672463.500000 Penalty: 5499.474609
	Iteration 8F: 3 clusters Score -7672464 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -7676305.000000 Penalty: 5499.474609
	Iteration 9F: 3 clusters Score -7676305 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -7678916.000000 Penalty: 5499.474609
	Iteration 10Q: 3 clusters Score -7678916 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7680417.500000 Penalty: 5499.474609
	Iteration 11Q: 3 clusters Score -7680418 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7681173.500000 Penalty: 5499.474609
	Iteration 12Q: 3 clusters Score -7681174 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7681524.000000 Penalty: 5499.474609
	Iteration 13Q: 3 clusters Score -7681524 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63908 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7681718.500000 Penalty: 5499.474609
	Iteration 14Q: 3 clusters Score -7681718 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7681859.000000 Penalty: 5499.474609
	Iteration 15Q: 3 clusters Score -7681859 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7681926.500000 Penalty: 5499.474609
	Iteration 16Q: 3 clusters Score -7681926 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7681974.500000 Penalty: 5499.474609
	Iteration 17Q: 3 clusters Score -7681974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7682007.500000 Penalty: 5499.474609
	Iteration 18Q: 3 clusters Score -7682008 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7682028.500000 Penalty: 5499.474609
	Iteration 19Q: 3 clusters Score -7682028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7682022.500000 Penalty: 5499.474609
	Iteration 20F: 3 clusters Score -7682022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7682052.500000 Penalty: 5499.474609
	Iteration 21Q: 3 clusters Score -7682052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7682044.000000 Penalty: 5499.474609
	Iteration 22Q: 3 clusters Score -7682044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7682046.500000 Penalty: 5499.474609
	Iteration 23Q: 3 clusters Score -7682046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7682062.000000 Penalty: 5499.474609
	Iteration 24Q: 3 clusters Score -7682062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7682059.500000 Penalty: 5499.474609
	Iteration 25Q: 3 clusters Score -7682060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7682057.500000 Penalty: 5499.474609
	Iteration 26Q: 3 clusters Score -7682058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7682067.000000 Penalty: 5499.474609
	Iteration 27Q: 3 clusters Score -7682067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7682070.000000 Penalty: 5499.474609
	Iteration 28Q: 3 clusters Score -7682070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7682074.500000 Penalty: 5499.474609
	Iteration 29Q: 3 clusters Score -7682074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7682075.000000 Penalty: 5499.474609
	Iteration 30Q: 3 clusters Score -7682075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7682066.500000 Penalty: 5499.474609
	Iteration 31Q: 3 clusters Score -7682066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7682074.500000 Penalty: 5499.474609
	Iteration 32Q: 3 clusters Score -7682074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7682074.500000 Penalty: 5499.474609
	Iteration 33F: 3 clusters Score -7682074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (94836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94836 members 
Entering Unmasked Estep 
Score: -11011223.000000 Penalty: 2842.056396
	Iteration 0F: 2 clusters Score -1.101122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -10947874.000000 Penalty: 5684.112793
	Iteration 0F: 3 clusters Score -1.094787e+07 nChanged 44691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -10973574.000000 Penalty: 5684.112793
	Iteration 1F: 3 clusters Score -1.097357e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -10974745.000000 Penalty: 5684.112793
	Iteration 2Q: 3 clusters Score -1.097474e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -10976614.000000 Penalty: 5684.112793
	Iteration 3Q: 3 clusters Score -1.097661e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -10979791.000000 Penalty: 5684.112793
	Iteration 4F: 3 clusters Score -1.097979e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -10984927.000000 Penalty: 5684.112793
	Iteration 5F: 3 clusters Score -1.098493e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -10991630.000000 Penalty: 5684.112793
	Iteration 6F: 3 clusters Score -1.099163e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -10998363.000000 Penalty: 5684.112793
	Iteration 7F: 3 clusters Score -1.099836e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
Score: -11003151.000000 Penalty: 5684.112793
	Iteration 8F: 3 clusters Score -1.100315e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 85946 members 
Entering Unmasked Estep 
Score: -11005626.000000 Penalty: 5684.112793
	Iteration 9Q: 3 clusters Score -1.100563e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 87188 members 
Entering Unmasked Estep 
Score: -11006720.000000 Penalty: 5684.112793
	Iteration 10Q: 3 clusters Score -1.100672e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 88050 members 
Entering Unmasked Estep 
Score: -11007329.000000 Penalty: 5684.112793
	Iteration 11Q: 3 clusters Score -1.100733e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -11007666.000000 Penalty: 5684.112793
	Iteration 12Q: 3 clusters Score -1.100767e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -11007914.000000 Penalty: 5684.112793
	Iteration 13Q: 3 clusters Score -1.100791e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 89816 members 
Entering Unmasked Estep 
Score: -11008152.000000 Penalty: 5684.112793
	Iteration 14Q: 3 clusters Score -1.100815e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -11008328.000000 Penalty: 5684.112793
	Iteration 15Q: 3 clusters Score -1.100833e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -11008466.000000 Penalty: 5684.112793
	Iteration 16Q: 3 clusters Score -1.100847e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -11008624.000000 Penalty: 5684.112793
	Iteration 17Q: 3 clusters Score -1.100862e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -11008734.000000 Penalty: 5684.112793
	Iteration 18Q: 3 clusters Score -1.100873e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 91485 members 
Entering Unmasked Estep 
Score: -11008825.000000 Penalty: 5684.112793
	Iteration 19Q: 3 clusters Score -1.100882e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 91692 members 
Entering Unmasked Estep 
Score: -11008885.000000 Penalty: 5684.112793
	Iteration 20F: 3 clusters Score -1.100888e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 91866 members 
Entering Unmasked Estep 
Score: -11008931.000000 Penalty: 5684.112793
	Iteration 21Q: 3 clusters Score -1.100893e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 92028 members 
Entering Unmasked Estep 
Score: -11008965.000000 Penalty: 5684.112793
	Iteration 22Q: 3 clusters Score -1.100896e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -11009003.000000 Penalty: 5684.112793
	Iteration 23Q: 3 clusters Score -1.1009e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 92260 members 
Entering Unmasked Estep 
Score: -11009050.000000 Penalty: 5684.112793
	Iteration 24Q: 3 clusters Score -1.100905e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -11009090.000000 Penalty: 5684.112793
	Iteration 25Q: 3 clusters Score -1.100909e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 92436 members 
Entering Unmasked Estep 
Score: -11009118.000000 Penalty: 5684.112793
	Iteration 26Q: 3 clusters Score -1.100912e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -11009139.000000 Penalty: 5684.112793
	Iteration 27Q: 3 clusters Score -1.100914e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 92583 members 
Entering Unmasked Estep 
Score: -11009168.000000 Penalty: 5684.112793
	Iteration 28Q: 3 clusters Score -1.100917e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 92642 members 
Entering Unmasked Estep 
Score: -11009200.000000 Penalty: 5684.112793
	Iteration 29Q: 3 clusters Score -1.10092e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 92694 members 
Entering Unmasked Estep 
Score: -11009207.000000 Penalty: 5684.112793
	Iteration 30Q: 3 clusters Score -1.100921e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -11009204.000000 Penalty: 5684.112793
	Iteration 31Q: 3 clusters Score -1.10092e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 92766 members 
Entering Unmasked Estep 
Score: -11009209.000000 Penalty: 5684.112793
	Iteration 32Q: 3 clusters Score -1.100921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 92788 members 
Entering Unmasked Estep 
Score: -11009226.000000 Penalty: 5684.112793
	Iteration 33Q: 3 clusters Score -1.100923e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 92806 members 
Entering Unmasked Estep 
Score: -11009223.000000 Penalty: 5684.112793
	Iteration 34Q: 3 clusters Score -1.100922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 92821 members 
Entering Unmasked Estep 
Score: -11009233.000000 Penalty: 5684.112793
	Iteration 35Q: 3 clusters Score -1.100923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 92834 members 
Entering Unmasked Estep 
Score: -11009230.000000 Penalty: 5684.112793
	Iteration 36Q: 3 clusters Score -1.100923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 92848 members 
Entering Unmasked Estep 
Score: -11009236.000000 Penalty: 5684.112793
	Iteration 37Q: 3 clusters Score -1.100924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 92863 members 
Entering Unmasked Estep 
Score: -11009254.000000 Penalty: 5684.112793
	Iteration 38Q: 3 clusters Score -1.100925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 92878 members 
Entering Unmasked Estep 
Score: -11009245.000000 Penalty: 5684.112793
	Iteration 39Q: 3 clusters Score -1.100924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -11009252.000000 Penalty: 5684.112793
	Iteration 40F: 3 clusters Score -1.100925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -11009248.000000 Penalty: 5684.112793
	Iteration 41Q: 3 clusters Score -1.100925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 92903 members 
Entering Unmasked Estep 
Score: -11009253.000000 Penalty: 5684.112793
	Iteration 42Q: 3 clusters Score -1.100925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 92908 members 
Entering Unmasked Estep 
Score: -11009261.000000 Penalty: 5684.112793
	Iteration 43Q: 3 clusters Score -1.100926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 92908 members 
Entering Unmasked Estep 
Score: -11009264.000000 Penalty: 5684.112793
	Iteration 44Q: 3 clusters Score -1.100926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -11009262.000000 Penalty: 5684.112793
	Iteration 45Q: 3 clusters Score -1.100926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 92913 members 
Entering Unmasked Estep 
Score: -11009257.000000 Penalty: 5684.112793
	Iteration 46Q: 3 clusters Score -1.100926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -11009257.000000 Penalty: 5684.112793
	Iteration 47Q: 3 clusters Score -1.100926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -11009260.000000 Penalty: 5684.112793
	Iteration 48Q: 3 clusters Score -1.100926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -11009257.000000 Penalty: 5684.112793
	Iteration 49Q: 3 clusters Score -1.100926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -11009257.000000 Penalty: 5684.112793
	Iteration 50F: 3 clusters Score -1.100926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -248063.609375 Penalty: 1902.843994
	Iteration 0F: 2 clusters Score -248063.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -245352.531250 Penalty: 3805.687988
	Iteration 0F: 3 clusters Score -245352.5 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -245829.640625 Penalty: 3805.687988
	Iteration 1F: 3 clusters Score -245829.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -245944.437500 Penalty: 3805.687988
	Iteration 2F: 3 clusters Score -245944.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -246006.015625 Penalty: 3805.687988
	Iteration 3Q: 3 clusters Score -246006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -246043.453125 Penalty: 3805.687988
	Iteration 4Q: 3 clusters Score -246043.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -246064.781250 Penalty: 3805.687988
	Iteration 5Q: 3 clusters Score -246064.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -246078.812500 Penalty: 3805.687988
	Iteration 6Q: 3 clusters Score -246078.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -246088.000000 Penalty: 3805.687988
	Iteration 7Q: 3 clusters Score -246088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -246093.234375 Penalty: 3805.687988
	Iteration 8Q: 3 clusters Score -246093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -246097.828125 Penalty: 3805.687988
	Iteration 9Q: 3 clusters Score -246097.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -246102.562500 Penalty: 3805.687988
	Iteration 10Q: 3 clusters Score -246102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -246105.281250 Penalty: 3805.687988
	Iteration 11Q: 3 clusters Score -246105.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -246109.625000 Penalty: 3805.687988
	Iteration 12Q: 3 clusters Score -246109.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -246113.359375 Penalty: 3805.687988
	Iteration 13Q: 3 clusters Score -246113.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -246115.984375 Penalty: 3805.687988
	Iteration 14Q: 3 clusters Score -246116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -246118.859375 Penalty: 3805.687988
	Iteration 15Q: 3 clusters Score -246118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -246120.968750 Penalty: 3805.687988
	Iteration 16Q: 3 clusters Score -246121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -246121.890625 Penalty: 3805.687988
	Iteration 17Q: 3 clusters Score -246121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -246124.140625 Penalty: 3805.687988
	Iteration 18Q: 3 clusters Score -246124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -246125.796875 Penalty: 3805.687988
	Iteration 19Q: 3 clusters Score -246125.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -246128.734375 Penalty: 3805.687988
	Iteration 20F: 3 clusters Score -246128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -246129.843750 Penalty: 3805.687988
	Iteration 21Q: 3 clusters Score -246129.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -246131.437500 Penalty: 3805.687988
	Iteration 22Q: 3 clusters Score -246131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -246132.968750 Penalty: 3805.687988
	Iteration 23Q: 3 clusters Score -246133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -246132.968750 Penalty: 3805.687988
	Iteration 24F: 3 clusters Score -246133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -70089.312500 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -70089.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68387.000000 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -68387 nChanged 183
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: -68928.031250 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -68928.03 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69519.859375 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -69519.86 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70048.273438 Penalty: 3274.883545
	Iteration 3F: 3 clusters Score -70048.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -70468.250000 Penalty: 3274.883545
	Iteration 4F: 3 clusters Score -70468.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -70635.593750 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -70635.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -70801.632812 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -70801.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -70886.976562 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -70886.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -70974.765625 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -70974.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -70986.875000 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -70986.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -71007.117188 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -71007.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -71015.796875 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -71015.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -71027.796875 Penalty: 3274.883545
	Iteration 12Q: 3 clusters Score -71027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -71031.929688 Penalty: 3274.883545
	Iteration 13Q: 3 clusters Score -71031.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -71038.117188 Penalty: 3274.883545
	Iteration 14Q: 3 clusters Score -71038.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -71050.343750 Penalty: 3274.883545
	Iteration 15Q: 3 clusters Score -71050.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -71079.437500 Penalty: 3274.883545
	Iteration 16Q: 3 clusters Score -71079.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -71098.234375 Penalty: 3274.883545
	Iteration 17Q: 3 clusters Score -71098.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -71120.320312 Penalty: 3274.883545
	Iteration 18Q: 3 clusters Score -71120.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -71161.125000 Penalty: 3274.883545
	Iteration 19Q: 3 clusters Score -71161.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71188.367188 Penalty: 3274.883545
	Iteration 20F: 3 clusters Score -71188.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -71193.851562 Penalty: 3274.883545
	Iteration 21Q: 3 clusters Score -71193.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -71193.851562 Penalty: 3274.883545
	Iteration 22F: 3 clusters Score -71193.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 218 members 
Mstep: Class 3 contains 330035 members 
Mstep: Class 4 contains 35850 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11044 members 
Mstep: Class 7 contains 13030 members 
Mstep: Class 8 contains 19991 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16024 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 35559 members 
Mstep: Class 13 contains 65393 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19272 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42403 members 
Mstep: Class 18 contains 5602 members 
Mstep: Class 19 contains 15491 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65359 members 
Mstep: Class 24 contains 94836 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92687040.000000 Penalty: 91179.304688
Splitting cluster 26 changes total score from -92687856.000000 to -92687040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -22942.414062 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -22942.41 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 124 members 
Entering Unmasked Estep 
Score: -21742.839844 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -21742.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21869.847656 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -21869.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21932.013672 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -21932.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21961.134766 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -21961.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21973.574219 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -21973.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21975.544922 Penalty: 2724.558594
	Iteration 5Q: 3 clusters Score -21975.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21975.544922 Penalty: 2724.558594
	Iteration 6F: 3 clusters Score -21975.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 3 contains 330035 members 
Mstep: Class 4 contains 35850 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11044 members 
Mstep: Class 7 contains 13030 members 
Mstep: Class 8 contains 19991 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16024 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 35559 members 
Mstep: Class 13 contains 65393 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19272 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42403 members 
Mstep: Class 18 contains 5602 members 
Mstep: Class 19 contains 15491 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65359 members 
Mstep: Class 24 contains 94836 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687728.000000 Penalty: 87802.296875
Iteration 159Q: 27 clusters Score -9.268773e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 3 contains 330115 members 
Mstep: Class 4 contains 35880 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11044 members 
Mstep: Class 7 contains 13030 members 
Mstep: Class 8 contains 19998 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16040 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 35578 members 
Mstep: Class 13 contains 65399 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 19281 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42394 members 
Mstep: Class 18 contains 5602 members 
Mstep: Class 19 contains 15498 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65359 members 
Mstep: Class 24 contains 94647 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687736.000000 Penalty: 87802.296875
Iteration 160F: 27 clusters Score -9.268774e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 3 contains 330192 members 
Mstep: Class 4 contains 35909 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11043 members 
Mstep: Class 7 contains 13030 members 
Mstep: Class 8 contains 20011 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16055 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 35586 members 
Mstep: Class 13 contains 65403 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 19292 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42386 members 
Mstep: Class 18 contains 5603 members 
Mstep: Class 19 contains 15512 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65355 members 
Mstep: Class 24 contains 94468 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687648.000000 Penalty: 87802.296875
Iteration 161Q: 27 clusters Score -9.268765e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 3 contains 330264 members 
Mstep: Class 4 contains 35931 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11043 members 
Mstep: Class 7 contains 13030 members 
Mstep: Class 8 contains 20019 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16073 members 
Mstep: Class 11 contains 6086 members 
Mstep: Class 12 contains 35596 members 
Mstep: Class 13 contains 65410 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 19304 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42383 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 15522 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65347 members 
Mstep: Class 24 contains 94298 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687448.000000 Penalty: 87802.296875
Iteration 162Q: 27 clusters Score -9.268745e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 3 contains 330332 members 
Mstep: Class 4 contains 35951 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11041 members 
Mstep: Class 7 contains 13031 members 
Mstep: Class 8 contains 20026 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16084 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 35599 members 
Mstep: Class 13 contains 65411 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 19320 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42372 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 15537 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65351 members 
Mstep: Class 24 contains 94151 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687288.000000 Penalty: 87802.296875
Iteration 163Q: 27 clusters Score -9.268729e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 3 contains 330420 members 
Mstep: Class 4 contains 35961 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11040 members 
Mstep: Class 7 contains 13032 members 
Mstep: Class 8 contains 20038 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16093 members 
Mstep: Class 11 contains 6090 members 
Mstep: Class 12 contains 35608 members 
Mstep: Class 13 contains 65417 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19331 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42362 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 15547 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65362 members 
Mstep: Class 24 contains 93982 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687176.000000 Penalty: 87802.296875
Iteration 164Q: 27 clusters Score -9.268718e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 3 contains 330516 members 
Mstep: Class 4 contains 35977 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11039 members 
Mstep: Class 7 contains 13033 members 
Mstep: Class 8 contains 20050 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16102 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 35624 members 
Mstep: Class 13 contains 65417 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 19346 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42356 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 15562 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65370 members 
Mstep: Class 24 contains 93793 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687152.000000 Penalty: 87802.296875
Iteration 165Q: 27 clusters Score -9.268715e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 3 contains 330603 members 
Mstep: Class 4 contains 35987 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11040 members 
Mstep: Class 7 contains 13033 members 
Mstep: Class 8 contains 20057 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16110 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 35639 members 
Mstep: Class 13 contains 65417 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19346 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42355 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 15578 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65369 members 
Mstep: Class 24 contains 93638 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687120.000000 Penalty: 87802.296875
Iteration 166Q: 27 clusters Score -9.268712e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 3 contains 330667 members 
Mstep: Class 4 contains 35997 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11041 members 
Mstep: Class 7 contains 13035 members 
Mstep: Class 8 contains 20056 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16118 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 35654 members 
Mstep: Class 13 contains 65417 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19346 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42347 members 
Mstep: Class 18 contains 5606 members 
Mstep: Class 19 contains 15594 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65371 members 
Mstep: Class 24 contains 93510 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686936.000000 Penalty: 87802.296875
Iteration 167Q: 27 clusters Score -9.268694e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 3 contains 330725 members 
Mstep: Class 4 contains 36007 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11043 members 
Mstep: Class 7 contains 13034 members 
Mstep: Class 8 contains 20065 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16130 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 35664 members 
Mstep: Class 13 contains 65420 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19340 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42341 members 
Mstep: Class 18 contains 5606 members 
Mstep: Class 19 contains 15604 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65373 members 
Mstep: Class 24 contains 93387 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686904.000000 Penalty: 87802.296875
Iteration 168Q: 27 clusters Score -9.26869e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 3 contains 330765 members 
Mstep: Class 4 contains 36017 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11043 members 
Mstep: Class 7 contains 13036 members 
Mstep: Class 8 contains 20068 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16142 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 35682 members 
Mstep: Class 13 contains 65419 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19342 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42341 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 15617 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65372 members 
Mstep: Class 24 contains 93286 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686864.000000 Penalty: 87802.296875
Iteration 169Q: 27 clusters Score -9.268686e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 3 contains 330824 members 
Mstep: Class 4 contains 36036 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11042 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20072 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 35693 members 
Mstep: Class 13 contains 65424 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19339 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42341 members 
Mstep: Class 18 contains 5606 members 
Mstep: Class 19 contains 15629 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65362 members 
Mstep: Class 24 contains 93171 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686904.000000 Penalty: 87802.296875
Iteration 170Q: 27 clusters Score -9.26869e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 3 contains 330856 members 
Mstep: Class 4 contains 36054 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11042 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20083 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16177 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35706 members 
Mstep: Class 13 contains 65429 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 19339 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42342 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 15641 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65358 members 
Mstep: Class 24 contains 93057 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686760.000000 Penalty: 87802.296875
Iteration 171Q: 27 clusters Score -9.268676e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 3 contains 330894 members 
Mstep: Class 4 contains 36071 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11039 members 
Mstep: Class 7 contains 13036 members 
Mstep: Class 8 contains 20095 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16198 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 35713 members 
Mstep: Class 13 contains 65438 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 19338 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42343 members 
Mstep: Class 18 contains 5610 members 
Mstep: Class 19 contains 15654 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65358 members 
Mstep: Class 24 contains 92940 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686752.000000 Penalty: 87802.296875
Iteration 172Q: 27 clusters Score -9.268675e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 3 contains 330903 members 
Mstep: Class 4 contains 36086 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11038 members 
Mstep: Class 7 contains 13036 members 
Mstep: Class 8 contains 20115 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16224 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 35722 members 
Mstep: Class 13 contains 65439 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 19341 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42345 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 19 contains 15669 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65360 members 
Mstep: Class 24 contains 92830 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686744.000000 Penalty: 87802.296875
Iteration 173Q: 27 clusters Score -9.268674e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 3 contains 330929 members 
Mstep: Class 4 contains 36104 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 13035 members 
Mstep: Class 8 contains 20126 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16237 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 35724 members 
Mstep: Class 13 contains 65444 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 19346 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42346 members 
Mstep: Class 18 contains 5610 members 
Mstep: Class 19 contains 15687 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65365 members 
Mstep: Class 24 contains 92718 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686736.000000 Penalty: 87802.296875
Iteration 174Q: 27 clusters Score -9.268674e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 3 contains 330962 members 
Mstep: Class 4 contains 36113 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11034 members 
Mstep: Class 7 contains 13036 members 
Mstep: Class 8 contains 20138 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16255 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 35726 members 
Mstep: Class 13 contains 65450 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 19345 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42344 members 
Mstep: Class 18 contains 5612 members 
Mstep: Class 19 contains 15700 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65364 members 
Mstep: Class 24 contains 92616 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686752.000000 Penalty: 87802.296875
Iteration 175Q: 27 clusters Score -9.268675e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 3 contains 330993 members 
Mstep: Class 4 contains 36126 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11034 members 
Mstep: Class 7 contains 13037 members 
Mstep: Class 8 contains 20152 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16276 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 35729 members 
Mstep: Class 13 contains 65459 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 19346 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42337 members 
Mstep: Class 18 contains 5614 members 
Mstep: Class 19 contains 15710 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65366 members 
Mstep: Class 24 contains 92508 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686768.000000 Penalty: 87802.296875
Iteration 176Q: 27 clusters Score -9.268677e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 3 contains 331036 members 
Mstep: Class 4 contains 36141 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11034 members 
Mstep: Class 7 contains 13037 members 
Mstep: Class 8 contains 20157 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16288 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 35736 members 
Mstep: Class 13 contains 65465 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 19350 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42334 members 
Mstep: Class 18 contains 5612 members 
Mstep: Class 19 contains 15716 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65368 members 
Mstep: Class 24 contains 92409 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686792.000000 Penalty: 87802.296875
Iteration 177Q: 27 clusters Score -9.268679e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 3 contains 331060 members 
Mstep: Class 4 contains 36154 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11034 members 
Mstep: Class 7 contains 13037 members 
Mstep: Class 8 contains 20161 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16299 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35743 members 
Mstep: Class 13 contains 65466 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 19351 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42332 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 15725 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65374 members 
Mstep: Class 24 contains 92324 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686808.000000 Penalty: 87802.296875
Iteration 178Q: 27 clusters Score -9.268681e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 3 contains 331079 members 
Mstep: Class 4 contains 36161 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11033 members 
Mstep: Class 7 contains 13036 members 
Mstep: Class 8 contains 20166 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16314 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35754 members 
Mstep: Class 13 contains 65469 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 19347 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42327 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 15734 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65380 members 
Mstep: Class 24 contains 92249 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686680.000000 Penalty: 87802.296875
Iteration 179Q: 27 clusters Score -9.268668e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 3 contains 331095 members 
Mstep: Class 4 contains 36163 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11031 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20173 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 16332 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35764 members 
Mstep: Class 13 contains 65471 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 19348 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42326 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 15740 members 
Mstep: Class 20 contains 754 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65380 members 
Mstep: Class 24 contains 92172 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686768.000000 Penalty: 87802.296875
Iteration 180F: 27 clusters Score -9.268677e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 3 contains 331110 members 
Mstep: Class 4 contains 36169 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11032 members 
Mstep: Class 7 contains 13037 members 
Mstep: Class 8 contains 20180 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35771 members 
Mstep: Class 13 contains 65469 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 19349 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42326 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 15745 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65383 members 
Mstep: Class 24 contains 92095 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686848.000000 Penalty: 87802.296875
Iteration 181Q: 27 clusters Score -9.268685e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 3 contains 331117 members 
Mstep: Class 4 contains 36168 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11032 members 
Mstep: Class 7 contains 13036 members 
Mstep: Class 8 contains 20178 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16370 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35778 members 
Mstep: Class 13 contains 65469 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 19349 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42325 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 15752 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65390 members 
Mstep: Class 24 contains 92031 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686776.000000 Penalty: 87802.296875
Iteration 182Q: 27 clusters Score -9.268678e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 3 contains 331141 members 
Mstep: Class 4 contains 36169 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11032 members 
Mstep: Class 7 contains 13035 members 
Mstep: Class 8 contains 20181 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16380 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35782 members 
Mstep: Class 13 contains 65470 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19352 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42325 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 15759 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65393 members 
Mstep: Class 24 contains 91967 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686672.000000 Penalty: 87802.296875
Iteration 183Q: 27 clusters Score -9.268667e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 3 contains 331160 members 
Mstep: Class 4 contains 36173 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11032 members 
Mstep: Class 7 contains 13035 members 
Mstep: Class 8 contains 20185 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16390 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35788 members 
Mstep: Class 13 contains 65467 members 
Mstep: Class 14 contains 3345 members 
Mstep: Class 15 contains 19352 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42324 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 15771 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65393 members 
Mstep: Class 24 contains 91903 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686688.000000 Penalty: 87802.296875
Iteration 184Q: 27 clusters Score -9.268669e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 3 contains 331198 members 
Mstep: Class 4 contains 36181 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11032 members 
Mstep: Class 7 contains 13035 members 
Mstep: Class 8 contains 20189 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16401 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35791 members 
Mstep: Class 13 contains 65463 members 
Mstep: Class 14 contains 3345 members 
Mstep: Class 15 contains 19353 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42321 members 
Mstep: Class 18 contains 5614 members 
Mstep: Class 19 contains 15777 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65393 members 
Mstep: Class 24 contains 91827 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686680.000000 Penalty: 87802.296875
Iteration 185Q: 27 clusters Score -9.268668e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 3 contains 331229 members 
Mstep: Class 4 contains 36184 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11031 members 
Mstep: Class 7 contains 13035 members 
Mstep: Class 8 contains 20191 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16410 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35788 members 
Mstep: Class 13 contains 65462 members 
Mstep: Class 14 contains 3345 members 
Mstep: Class 15 contains 19354 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42319 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 15785 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65395 members 
Mstep: Class 24 contains 91766 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686472.000000 Penalty: 87802.296875
Iteration 186Q: 27 clusters Score -9.268647e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 3 contains 331232 members 
Mstep: Class 4 contains 36190 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11031 members 
Mstep: Class 7 contains 13036 members 
Mstep: Class 8 contains 20191 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16416 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35794 members 
Mstep: Class 13 contains 65462 members 
Mstep: Class 14 contains 3345 members 
Mstep: Class 15 contains 19357 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42317 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 15791 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65398 members 
Mstep: Class 24 contains 91718 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686472.000000 Penalty: 87802.296875
Iteration 187Q: 27 clusters Score -9.268647e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 3 contains 331242 members 
Mstep: Class 4 contains 36195 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11031 members 
Mstep: Class 7 contains 13035 members 
Mstep: Class 8 contains 20193 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35797 members 
Mstep: Class 13 contains 65464 members 
Mstep: Class 14 contains 3345 members 
Mstep: Class 15 contains 19360 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42316 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 15798 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65399 members 
Mstep: Class 24 contains 91662 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686432.000000 Penalty: 87802.296875
Iteration 188Q: 27 clusters Score -9.268643e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 3 contains 331252 members 
Mstep: Class 4 contains 36198 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11030 members 
Mstep: Class 7 contains 13034 members 
Mstep: Class 8 contains 20195 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16427 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35798 members 
Mstep: Class 13 contains 65469 members 
Mstep: Class 14 contains 3345 members 
Mstep: Class 15 contains 19360 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42315 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 15809 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65400 members 
Mstep: Class 24 contains 91607 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686560.000000 Penalty: 87802.296875
Iteration 189Q: 27 clusters Score -9.268656e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 3 contains 331259 members 
Mstep: Class 4 contains 36203 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11030 members 
Mstep: Class 7 contains 13034 members 
Mstep: Class 8 contains 20197 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16432 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35802 members 
Mstep: Class 13 contains 65473 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19362 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42314 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 15820 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65394 members 
Mstep: Class 24 contains 91556 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686592.000000 Penalty: 87802.296875
Iteration 190Q: 27 clusters Score -9.268659e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 3 contains 331277 members 
Mstep: Class 4 contains 36211 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11029 members 
Mstep: Class 7 contains 13034 members 
Mstep: Class 8 contains 20201 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16433 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35802 members 
Mstep: Class 13 contains 65471 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19364 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42313 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 15831 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65397 members 
Mstep: Class 24 contains 91506 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686576.000000 Penalty: 87802.296875
Iteration 191Q: 27 clusters Score -9.268658e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 3 contains 331284 members 
Mstep: Class 4 contains 36216 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11028 members 
Mstep: Class 7 contains 13035 members 
Mstep: Class 8 contains 20205 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16437 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35802 members 
Mstep: Class 13 contains 65471 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19368 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42312 members 
Mstep: Class 18 contains 5614 members 
Mstep: Class 19 contains 15843 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65404 members 
Mstep: Class 24 contains 91460 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686624.000000 Penalty: 87802.296875
Iteration 192Q: 27 clusters Score -9.268662e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 3 contains 331287 members 
Mstep: Class 4 contains 36218 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11028 members 
Mstep: Class 7 contains 13034 members 
Mstep: Class 8 contains 20211 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16440 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35803 members 
Mstep: Class 13 contains 65470 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19375 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42309 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 15854 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65415 members 
Mstep: Class 24 contains 91418 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686640.000000 Penalty: 87802.296875
Iteration 193Q: 27 clusters Score -9.268664e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 3 contains 331289 members 
Mstep: Class 4 contains 36223 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11028 members 
Mstep: Class 7 contains 13035 members 
Mstep: Class 8 contains 20213 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16438 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35806 members 
Mstep: Class 13 contains 65472 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19382 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 18 contains 5612 members 
Mstep: Class 19 contains 15863 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65426 members 
Mstep: Class 24 contains 91379 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686720.000000 Penalty: 87802.296875
Iteration 194Q: 27 clusters Score -9.268672e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 3 contains 331296 members 
Mstep: Class 4 contains 36230 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11028 members 
Mstep: Class 7 contains 13035 members 
Mstep: Class 8 contains 20219 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16439 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35811 members 
Mstep: Class 13 contains 65474 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19385 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42309 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 15869 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65433 members 
Mstep: Class 24 contains 91334 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686816.000000 Penalty: 87802.296875
Iteration 195Q: 27 clusters Score -9.268682e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 3 contains 331300 members 
Mstep: Class 4 contains 36232 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11028 members 
Mstep: Class 7 contains 13037 members 
Mstep: Class 8 contains 20222 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16439 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35814 members 
Mstep: Class 13 contains 65475 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19386 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42309 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 15875 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65440 members 
Mstep: Class 24 contains 91296 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686864.000000 Penalty: 87802.296875
Iteration 196Q: 27 clusters Score -9.268686e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 3 contains 331298 members 
Mstep: Class 4 contains 36237 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11028 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20232 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16440 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35816 members 
Mstep: Class 13 contains 65474 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19388 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42309 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 15883 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65444 members 
Mstep: Class 24 contains 91261 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686776.000000 Penalty: 87802.296875
Iteration 197Q: 27 clusters Score -9.268678e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 3 contains 331301 members 
Mstep: Class 4 contains 36240 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11029 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20241 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16439 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35818 members 
Mstep: Class 13 contains 65470 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19389 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42308 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 15888 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65447 members 
Mstep: Class 24 contains 91236 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686800.000000 Penalty: 87802.296875
Iteration 198Q: 27 clusters Score -9.26868e+07 nChanged 78
Entering ConstructFrom: 
Score: -92686800.000000 Penalty: 87802.296875
Entering ConstructFrom: 
Trying to split cluster 1 (27252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Entering Unmasked Estep 
Score: -3202887.000000 Penalty: 2532.794678
	Iteration 0F: 2 clusters Score -3202887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3184090.250000 Penalty: 5065.589355
	Iteration 0F: 3 clusters Score -3184090 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3190475.500000 Penalty: 5065.589355
	Iteration 1F: 3 clusters Score -3190476 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3190867.250000 Penalty: 5065.589355
	Iteration 2Q: 3 clusters Score -3190867 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3191232.750000 Penalty: 5065.589355
	Iteration 3Q: 3 clusters Score -3191233 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3191647.750000 Penalty: 5065.589355
	Iteration 4Q: 3 clusters Score -3191648 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3192159.500000 Penalty: 5065.589355
	Iteration 5Q: 3 clusters Score -3192160 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -3192903.750000 Penalty: 5065.589355
	Iteration 6F: 3 clusters Score -3192904 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -3193962.250000 Penalty: 5065.589355
	Iteration 7F: 3 clusters Score -3193962 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3195344.000000 Penalty: 5065.589355
	Iteration 8F: 3 clusters Score -3195344 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -3197032.500000 Penalty: 5065.589355
	Iteration 9F: 3 clusters Score -3197032 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3198571.750000 Penalty: 5065.589355
	Iteration 10F: 3 clusters Score -3198572 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3199549.250000 Penalty: 5065.589355
	Iteration 11Q: 3 clusters Score -3199549 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -3200091.500000 Penalty: 5065.589355
	Iteration 12Q: 3 clusters Score -3200092 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3200348.500000 Penalty: 5065.589355
	Iteration 13Q: 3 clusters Score -3200348 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3200496.750000 Penalty: 5065.589355
	Iteration 14Q: 3 clusters Score -3200497 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3200584.250000 Penalty: 5065.589355
	Iteration 15Q: 3 clusters Score -3200584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -3200635.250000 Penalty: 5065.589355
	Iteration 16Q: 3 clusters Score -3200635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -3200664.000000 Penalty: 5065.589355
	Iteration 17Q: 3 clusters Score -3200664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3200685.750000 Penalty: 5065.589355
	Iteration 18Q: 3 clusters Score -3200686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3200696.750000 Penalty: 5065.589355
	Iteration 19Q: 3 clusters Score -3200697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3200705.750000 Penalty: 5065.589355
	Iteration 20F: 3 clusters Score -3200706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3200707.000000 Penalty: 5065.589355
	Iteration 21Q: 3 clusters Score -3200707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3200706.750000 Penalty: 5065.589355
	Iteration 22Q: 3 clusters Score -3200707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3200710.250000 Penalty: 5065.589355
	Iteration 23Q: 3 clusters Score -3200710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3200713.250000 Penalty: 5065.589355
	Iteration 24Q: 3 clusters Score -3200713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3200713.250000 Penalty: 5065.589355
	Iteration 25F: 3 clusters Score -3200713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (331299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331299 members 
Entering Unmasked Estep 
Score: -37943248.000000 Penalty: 3152.272461
	Iteration 0F: 2 clusters Score -3.794325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 165502 members 
Entering Unmasked Estep 
Score: -37759772.000000 Penalty: 6304.544922
	Iteration 0F: 3 clusters Score -3.775977e+07 nChanged 161212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170699 members 
Mstep: Class 2 contains 160600 members 
Entering Unmasked Estep 
Score: -37855908.000000 Penalty: 6304.544922
	Iteration 1F: 3 clusters Score -3.785591e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173889 members 
Mstep: Class 2 contains 157410 members 
Entering Unmasked Estep 
Score: -37856964.000000 Penalty: 6304.544922
	Iteration 2Q: 3 clusters Score -3.785696e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178661 members 
Mstep: Class 2 contains 152638 members 
Entering Unmasked Estep 
Score: -37858424.000000 Penalty: 6304.544922
	Iteration 3Q: 3 clusters Score -3.785842e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185898 members 
Mstep: Class 2 contains 145401 members 
Entering Unmasked Estep 
Score: -37860884.000000 Penalty: 6304.544922
	Iteration 4Q: 3 clusters Score -3.786088e+07 nChanged 12825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196791 members 
Mstep: Class 2 contains 134508 members 
Entering Unmasked Estep 
Score: -37865036.000000 Penalty: 6304.544922
	Iteration 5Q: 3 clusters Score -3.786504e+07 nChanged 17172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212719 members 
Mstep: Class 2 contains 118580 members 
Entering Unmasked Estep 
Score: -37872984.000000 Penalty: 6304.544922
	Iteration 6F: 3 clusters Score -3.787298e+07 nChanged 22475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234534 members 
Mstep: Class 2 contains 96765 members 
Entering Unmasked Estep 
Score: -37887268.000000 Penalty: 6304.544922
	Iteration 7F: 3 clusters Score -3.788727e+07 nChanged 27086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261346 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -37908828.000000 Penalty: 6304.544922
	Iteration 8F: 3 clusters Score -3.790883e+07 nChanged 27448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288722 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -37932780.000000 Penalty: 6304.544922
	Iteration 9F: 3 clusters Score -3.793278e+07 nChanged 21021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309725 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -37941732.000000 Penalty: 6304.544922
	Iteration 10F: 3 clusters Score -3.794173e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320648 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -37941540.000000 Penalty: 6304.544922
	Iteration 11Q: 3 clusters Score -3.794154e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325578 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -37940508.000000 Penalty: 6304.544922
	Iteration 12Q: 3 clusters Score -3.794051e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327675 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -37940364.000000 Penalty: 6304.544922
	Iteration 13Q: 3 clusters Score -3.794036e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328678 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -37940696.000000 Penalty: 6304.544922
	Iteration 14Q: 3 clusters Score -3.79407e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329180 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -37940856.000000 Penalty: 6304.544922
	Iteration 15Q: 3 clusters Score -3.794086e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329486 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -37940936.000000 Penalty: 6304.544922
	Iteration 16Q: 3 clusters Score -3.794094e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329685 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -37940968.000000 Penalty: 6304.544922
	Iteration 17Q: 3 clusters Score -3.794097e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329799 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -37940984.000000 Penalty: 6304.544922
	Iteration 18Q: 3 clusters Score -3.794098e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329883 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -37940992.000000 Penalty: 6304.544922
	Iteration 19Q: 3 clusters Score -3.794099e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329940 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -37941012.000000 Penalty: 6304.544922
	Iteration 20F: 3 clusters Score -3.794101e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329989 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -37941012.000000 Penalty: 6304.544922
	Iteration 21Q: 3 clusters Score -3.794101e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330036 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -37941020.000000 Penalty: 6304.544922
	Iteration 22Q: 3 clusters Score -3.794102e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330064 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -37941044.000000 Penalty: 6304.544922
	Iteration 23Q: 3 clusters Score -3.794104e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330096 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -37941048.000000 Penalty: 6304.544922
	Iteration 24Q: 3 clusters Score -3.794105e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330118 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -37941024.000000 Penalty: 6304.544922
	Iteration 25Q: 3 clusters Score -3.794102e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330135 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -37941036.000000 Penalty: 6304.544922
	Iteration 26Q: 3 clusters Score -3.794104e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330153 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -37941024.000000 Penalty: 6304.544922
	Iteration 27Q: 3 clusters Score -3.794102e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330172 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -37940992.000000 Penalty: 6304.544922
	Iteration 28Q: 3 clusters Score -3.794099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330186 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -37941020.000000 Penalty: 6304.544922
	Iteration 29Q: 3 clusters Score -3.794102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330194 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -37941040.000000 Penalty: 6304.544922
	Iteration 30Q: 3 clusters Score -3.794104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330197 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -37941040.000000 Penalty: 6304.544922
	Iteration 31Q: 3 clusters Score -3.794104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330203 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -37941044.000000 Penalty: 6304.544922
	Iteration 32Q: 3 clusters Score -3.794104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330205 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -37941024.000000 Penalty: 6304.544922
	Iteration 33Q: 3 clusters Score -3.794102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330208 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -37941028.000000 Penalty: 6304.544922
	Iteration 34Q: 3 clusters Score -3.794103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330213 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -37941020.000000 Penalty: 6304.544922
	Iteration 35Q: 3 clusters Score -3.794102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330220 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -37941036.000000 Penalty: 6304.544922
	Iteration 36Q: 3 clusters Score -3.794104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330224 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -37941012.000000 Penalty: 6304.544922
	Iteration 37Q: 3 clusters Score -3.794101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330231 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -37941020.000000 Penalty: 6304.544922
	Iteration 38Q: 3 clusters Score -3.794102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330235 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -37941024.000000 Penalty: 6304.544922
	Iteration 39Q: 3 clusters Score -3.794102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330240 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -37941044.000000 Penalty: 6304.544922
	Iteration 40F: 3 clusters Score -3.794104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330246 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -37941036.000000 Penalty: 6304.544922
	Iteration 41Q: 3 clusters Score -3.794104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330248 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -37941032.000000 Penalty: 6304.544922
	Iteration 42Q: 3 clusters Score -3.794103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330249 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -37941044.000000 Penalty: 6304.544922
	Iteration 43Q: 3 clusters Score -3.794104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330250 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -37941056.000000 Penalty: 6304.544922
	Iteration 44Q: 3 clusters Score -3.794106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330250 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -37941056.000000 Penalty: 6304.544922
	Iteration 45F: 3 clusters Score -3.794106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Entering Unmasked Estep 
Score: -4261642.000000 Penalty: 2603.490723
	Iteration 0F: 2 clusters Score -4261642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4237024.500000 Penalty: 5206.981445
	Iteration 0F: 3 clusters Score -4237024 nChanged 16525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4246351.000000 Penalty: 5206.981445
	Iteration 1F: 3 clusters Score -4246351 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -4246944.000000 Penalty: 5206.981445
	Iteration 2Q: 3 clusters Score -4246944 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -4247553.500000 Penalty: 5206.981445
	Iteration 3Q: 3 clusters Score -4247554 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4248142.000000 Penalty: 5206.981445
	Iteration 4Q: 3 clusters Score -4248142 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -4248778.500000 Penalty: 5206.981445
	Iteration 5Q: 3 clusters Score -4248778 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -4249531.000000 Penalty: 5206.981445
	Iteration 6Q: 3 clusters Score -4249531 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -4250291.000000 Penalty: 5206.981445
	Iteration 7Q: 3 clusters Score -4250291 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -4251153.500000 Penalty: 5206.981445
	Iteration 8Q: 3 clusters Score -4251154 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -4252123.000000 Penalty: 5206.981445
	Iteration 9Q: 3 clusters Score -4252123 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -4253084.500000 Penalty: 5206.981445
	Iteration 10Q: 3 clusters Score -4253084 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -4253940.500000 Penalty: 5206.981445
	Iteration 11Q: 3 clusters Score -4253940 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -4254546.500000 Penalty: 5206.981445
	Iteration 12Q: 3 clusters Score -4254546 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -4254913.000000 Penalty: 5206.981445
	Iteration 13Q: 3 clusters Score -4254913 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -4255135.000000 Penalty: 5206.981445
	Iteration 14Q: 3 clusters Score -4255135 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -4255282.000000 Penalty: 5206.981445
	Iteration 15Q: 3 clusters Score -4255282 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -4255415.500000 Penalty: 5206.981445
	Iteration 16Q: 3 clusters Score -4255416 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -4255521.000000 Penalty: 5206.981445
	Iteration 17Q: 3 clusters Score -4255521 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -4255633.500000 Penalty: 5206.981445
	Iteration 18Q: 3 clusters Score -4255634 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -4255751.000000 Penalty: 5206.981445
	Iteration 19Q: 3 clusters Score -4255751 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -4255863.500000 Penalty: 5206.981445
	Iteration 20F: 3 clusters Score -4255864 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -4255971.500000 Penalty: 5206.981445
	Iteration 21Q: 3 clusters Score -4255972 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -4256089.000000 Penalty: 5206.981445
	Iteration 22Q: 3 clusters Score -4256089 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -4256192.500000 Penalty: 5206.981445
	Iteration 23Q: 3 clusters Score -4256192 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -4256303.500000 Penalty: 5206.981445
	Iteration 24Q: 3 clusters Score -4256304 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -4256378.000000 Penalty: 5206.981445
	Iteration 25Q: 3 clusters Score -4256378 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -4256477.000000 Penalty: 5206.981445
	Iteration 26Q: 3 clusters Score -4256477 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -4256552.000000 Penalty: 5206.981445
	Iteration 27Q: 3 clusters Score -4256552 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -4256635.500000 Penalty: 5206.981445
	Iteration 28Q: 3 clusters Score -4256636 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -4256720.500000 Penalty: 5206.981445
	Iteration 29Q: 3 clusters Score -4256720 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -4256805.000000 Penalty: 5206.981445
	Iteration 30Q: 3 clusters Score -4256805 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -4256899.500000 Penalty: 5206.981445
	Iteration 31Q: 3 clusters Score -4256900 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -4257004.500000 Penalty: 5206.981445
	Iteration 32Q: 3 clusters Score -4257004 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -4257130.000000 Penalty: 5206.981445
	Iteration 33Q: 3 clusters Score -4257130 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -4257228.500000 Penalty: 5206.981445
	Iteration 34Q: 3 clusters Score -4257228 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4257338.500000 Penalty: 5206.981445
	Iteration 35Q: 3 clusters Score -4257338 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -4257450.000000 Penalty: 5206.981445
	Iteration 36Q: 3 clusters Score -4257450 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4257577.500000 Penalty: 5206.981445
	Iteration 37Q: 3 clusters Score -4257578 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4257695.000000 Penalty: 5206.981445
	Iteration 38Q: 3 clusters Score -4257695 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4257804.000000 Penalty: 5206.981445
	Iteration 39Q: 3 clusters Score -4257804 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4257894.000000 Penalty: 5206.981445
	Iteration 40F: 3 clusters Score -4257894 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -4257981.500000 Penalty: 5206.981445
	Iteration 41Q: 3 clusters Score -4257982 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4258061.500000 Penalty: 5206.981445
	Iteration 42Q: 3 clusters Score -4258062 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4258124.000000 Penalty: 5206.981445
	Iteration 43Q: 3 clusters Score -4258124 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4258198.500000 Penalty: 5206.981445
	Iteration 44Q: 3 clusters Score -4258198 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -4258284.500000 Penalty: 5206.981445
	Iteration 45Q: 3 clusters Score -4258284 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -4258382.000000 Penalty: 5206.981445
	Iteration 46Q: 3 clusters Score -4258382 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4258478.000000 Penalty: 5206.981445
	Iteration 47Q: 3 clusters Score -4258478 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -4258574.500000 Penalty: 5206.981445
	Iteration 48Q: 3 clusters Score -4258574 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -4258675.500000 Penalty: 5206.981445
	Iteration 49Q: 3 clusters Score -4258676 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -4258761.000000 Penalty: 5206.981445
	Iteration 50Q: 3 clusters Score -4258761 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4258838.500000 Penalty: 5206.981445
	Iteration 51Q: 3 clusters Score -4258838 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4258897.000000 Penalty: 5206.981445
	Iteration 52Q: 3 clusters Score -4258897 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -4258954.500000 Penalty: 5206.981445
	Iteration 53Q: 3 clusters Score -4258954 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -4259012.500000 Penalty: 5206.981445
	Iteration 54Q: 3 clusters Score -4259012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -4259059.500000 Penalty: 5206.981445
	Iteration 55Q: 3 clusters Score -4259060 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -4259105.000000 Penalty: 5206.981445
	Iteration 56Q: 3 clusters Score -4259105 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -4259141.000000 Penalty: 5206.981445
	Iteration 57Q: 3 clusters Score -4259141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -4259185.500000 Penalty: 5206.981445
	Iteration 58Q: 3 clusters Score -4259186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -4259206.000000 Penalty: 5206.981445
	Iteration 59Q: 3 clusters Score -4259206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -4259220.500000 Penalty: 5206.981445
	Iteration 60F: 3 clusters Score -4259220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -4259254.500000 Penalty: 5206.981445
	Iteration 61Q: 3 clusters Score -4259254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -4259276.500000 Penalty: 5206.981445
	Iteration 62Q: 3 clusters Score -4259276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -4259291.500000 Penalty: 5206.981445
	Iteration 63Q: 3 clusters Score -4259292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -4259295.000000 Penalty: 5206.981445
	Iteration 64Q: 3 clusters Score -4259295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4259310.500000 Penalty: 5206.981445
	Iteration 65Q: 3 clusters Score -4259310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -4259318.000000 Penalty: 5206.981445
	Iteration 66Q: 3 clusters Score -4259318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4259316.500000 Penalty: 5206.981445
	Iteration 67Q: 3 clusters Score -4259316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -4259324.500000 Penalty: 5206.981445
	Iteration 68Q: 3 clusters Score -4259324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4259330.500000 Penalty: 5206.981445
	Iteration 69Q: 3 clusters Score -4259330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -4259335.500000 Penalty: 5206.981445
	Iteration 70Q: 3 clusters Score -4259336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4259340.500000 Penalty: 5206.981445
	Iteration 71Q: 3 clusters Score -4259340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -4259350.000000 Penalty: 5206.981445
	Iteration 72Q: 3 clusters Score -4259350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -4259351.000000 Penalty: 5206.981445
	Iteration 73Q: 3 clusters Score -4259351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -4259352.500000 Penalty: 5206.981445
	Iteration 74Q: 3 clusters Score -4259352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4259357.000000 Penalty: 5206.981445
	Iteration 75Q: 3 clusters Score -4259357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -4259359.000000 Penalty: 5206.981445
	Iteration 76Q: 3 clusters Score -4259359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4259364.500000 Penalty: 5206.981445
	Iteration 77Q: 3 clusters Score -4259364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -4259367.000000 Penalty: 5206.981445
	Iteration 78Q: 3 clusters Score -4259367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -4259367.000000 Penalty: 5206.981445
	Iteration 79Q: 3 clusters Score -4259367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4259368.000000 Penalty: 5206.981445
	Iteration 80F: 3 clusters Score -4259368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -4259368.500000 Penalty: 5206.981445
	Iteration 81Q: 3 clusters Score -4259368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -4259370.000000 Penalty: 5206.981445
	Iteration 82Q: 3 clusters Score -4259370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -4259370.000000 Penalty: 5206.981445
	Iteration 83F: 3 clusters Score -4259370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Entering Unmasked Estep 
Score: -201984.718750 Penalty: 1884.029785
	Iteration 0F: 2 clusters Score -201984.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -199388.187500 Penalty: 3768.059570
	Iteration 0F: 3 clusters Score -199388.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -199881.843750 Penalty: 3768.059570
	Iteration 1F: 3 clusters Score -199881.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -200016.250000 Penalty: 3768.059570
	Iteration 2F: 3 clusters Score -200016.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -200108.750000 Penalty: 3768.059570
	Iteration 3Q: 3 clusters Score -200108.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -200181.218750 Penalty: 3768.059570
	Iteration 4Q: 3 clusters Score -200181.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -200238.000000 Penalty: 3768.059570
	Iteration 5Q: 3 clusters Score -200238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -200289.031250 Penalty: 3768.059570
	Iteration 6Q: 3 clusters Score -200289 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -200335.687500 Penalty: 3768.059570
	Iteration 7Q: 3 clusters Score -200335.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -200375.984375 Penalty: 3768.059570
	Iteration 8Q: 3 clusters Score -200376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -200406.500000 Penalty: 3768.059570
	Iteration 9Q: 3 clusters Score -200406.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -200432.296875 Penalty: 3768.059570
	Iteration 10Q: 3 clusters Score -200432.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -200464.187500 Penalty: 3768.059570
	Iteration 11Q: 3 clusters Score -200464.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -200505.468750 Penalty: 3768.059570
	Iteration 12Q: 3 clusters Score -200505.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -200539.656250 Penalty: 3768.059570
	Iteration 13Q: 3 clusters Score -200539.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -200564.703125 Penalty: 3768.059570
	Iteration 14Q: 3 clusters Score -200564.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -200587.265625 Penalty: 3768.059570
	Iteration 15Q: 3 clusters Score -200587.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -200607.343750 Penalty: 3768.059570
	Iteration 16Q: 3 clusters Score -200607.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -200616.656250 Penalty: 3768.059570
	Iteration 17Q: 3 clusters Score -200616.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -200623.359375 Penalty: 3768.059570
	Iteration 18Q: 3 clusters Score -200623.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -200629.296875 Penalty: 3768.059570
	Iteration 19Q: 3 clusters Score -200629.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -200634.531250 Penalty: 3768.059570
	Iteration 20F: 3 clusters Score -200634.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -200643.093750 Penalty: 3768.059570
	Iteration 21Q: 3 clusters Score -200643.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -200649.171875 Penalty: 3768.059570
	Iteration 22Q: 3 clusters Score -200649.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -200655.187500 Penalty: 3768.059570
	Iteration 23Q: 3 clusters Score -200655.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -200658.921875 Penalty: 3768.059570
	Iteration 24Q: 3 clusters Score -200658.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -200665.828125 Penalty: 3768.059570
	Iteration 25Q: 3 clusters Score -200665.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -200682.171875 Penalty: 3768.059570
	Iteration 26Q: 3 clusters Score -200682.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -200687.015625 Penalty: 3768.059570
	Iteration 27Q: 3 clusters Score -200687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -200690.796875 Penalty: 3768.059570
	Iteration 28Q: 3 clusters Score -200690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -200691.843750 Penalty: 3768.059570
	Iteration 29Q: 3 clusters Score -200691.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -200691.843750 Penalty: 3768.059570
	Iteration 30F: 3 clusters Score -200691.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1295413.375000 Penalty: 2308.454346
	Iteration 0F: 2 clusters Score -1295413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1287093.875000 Penalty: 4616.908691
	Iteration 0F: 3 clusters Score -1287094 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1289538.125000 Penalty: 4616.908691
	Iteration 1F: 3 clusters Score -1289538 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1289849.875000 Penalty: 4616.908691
	Iteration 2F: 3 clusters Score -1289850 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1290060.000000 Penalty: 4616.908691
	Iteration 3Q: 3 clusters Score -1290060 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1290238.875000 Penalty: 4616.908691
	Iteration 4Q: 3 clusters Score -1290239 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1290403.250000 Penalty: 4616.908691
	Iteration 5Q: 3 clusters Score -1290403 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1290565.500000 Penalty: 4616.908691
	Iteration 6Q: 3 clusters Score -1290566 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1290741.000000 Penalty: 4616.908691
	Iteration 7Q: 3 clusters Score -1290741 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1290927.000000 Penalty: 4616.908691
	Iteration 8Q: 3 clusters Score -1290927 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1291139.750000 Penalty: 4616.908691
	Iteration 9Q: 3 clusters Score -1291140 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1291382.125000 Penalty: 4616.908691
	Iteration 10Q: 3 clusters Score -1291382 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1291625.625000 Penalty: 4616.908691
	Iteration 11Q: 3 clusters Score -1291626 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1291905.750000 Penalty: 4616.908691
	Iteration 12Q: 3 clusters Score -1291906 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1292200.750000 Penalty: 4616.908691
	Iteration 13Q: 3 clusters Score -1292201 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1292490.375000 Penalty: 4616.908691
	Iteration 14Q: 3 clusters Score -1292490 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1292735.125000 Penalty: 4616.908691
	Iteration 15Q: 3 clusters Score -1292735 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1292934.750000 Penalty: 4616.908691
	Iteration 16Q: 3 clusters Score -1292935 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1293083.625000 Penalty: 4616.908691
	Iteration 17Q: 3 clusters Score -1293084 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1293185.750000 Penalty: 4616.908691
	Iteration 18Q: 3 clusters Score -1293186 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1293254.000000 Penalty: 4616.908691
	Iteration 19Q: 3 clusters Score -1293254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1293295.250000 Penalty: 4616.908691
	Iteration 20F: 3 clusters Score -1293295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1293324.500000 Penalty: 4616.908691
	Iteration 21Q: 3 clusters Score -1293324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1293344.750000 Penalty: 4616.908691
	Iteration 22Q: 3 clusters Score -1293345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1293360.500000 Penalty: 4616.908691
	Iteration 23Q: 3 clusters Score -1293360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1293362.875000 Penalty: 4616.908691
	Iteration 24Q: 3 clusters Score -1293363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1293366.375000 Penalty: 4616.908691
	Iteration 25Q: 3 clusters Score -1293366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1293368.250000 Penalty: 4616.908691
	Iteration 26Q: 3 clusters Score -1293368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1293371.250000 Penalty: 4616.908691
	Iteration 27Q: 3 clusters Score -1293371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1293371.250000 Penalty: 4616.908691
	Iteration 28F: 3 clusters Score -1293371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Entering Unmasked Estep 
Score: -1408661.875000 Penalty: 2349.954590
	Iteration 0F: 2 clusters Score -1408662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1398980.875000 Penalty: 4699.909180
	Iteration 0F: 3 clusters Score -1398981 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1401902.750000 Penalty: 4699.909180
	Iteration 1F: 3 clusters Score -1401903 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1402223.250000 Penalty: 4699.909180
	Iteration 2F: 3 clusters Score -1402223 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1402468.875000 Penalty: 4699.909180
	Iteration 3Q: 3 clusters Score -1402469 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1402675.375000 Penalty: 4699.909180
	Iteration 4Q: 3 clusters Score -1402675 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1402861.125000 Penalty: 4699.909180
	Iteration 5Q: 3 clusters Score -1402861 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1403034.000000 Penalty: 4699.909180
	Iteration 6Q: 3 clusters Score -1403034 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1403206.375000 Penalty: 4699.909180
	Iteration 7Q: 3 clusters Score -1403206 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1403370.000000 Penalty: 4699.909180
	Iteration 8Q: 3 clusters Score -1403370 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1403540.250000 Penalty: 4699.909180
	Iteration 9Q: 3 clusters Score -1403540 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1403712.000000 Penalty: 4699.909180
	Iteration 10Q: 3 clusters Score -1403712 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1403880.125000 Penalty: 4699.909180
	Iteration 11Q: 3 clusters Score -1403880 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1404063.500000 Penalty: 4699.909180
	Iteration 12Q: 3 clusters Score -1404064 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1404284.500000 Penalty: 4699.909180
	Iteration 13Q: 3 clusters Score -1404284 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1404562.375000 Penalty: 4699.909180
	Iteration 14Q: 3 clusters Score -1404562 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1404881.750000 Penalty: 4699.909180
	Iteration 15Q: 3 clusters Score -1404882 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1405165.125000 Penalty: 4699.909180
	Iteration 16Q: 3 clusters Score -1405165 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1405394.250000 Penalty: 4699.909180
	Iteration 17Q: 3 clusters Score -1405394 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1405557.625000 Penalty: 4699.909180
	Iteration 18Q: 3 clusters Score -1405558 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1405674.125000 Penalty: 4699.909180
	Iteration 19Q: 3 clusters Score -1405674 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1405757.250000 Penalty: 4699.909180
	Iteration 20F: 3 clusters Score -1405757 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1405825.625000 Penalty: 4699.909180
	Iteration 21Q: 3 clusters Score -1405826 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1405877.000000 Penalty: 4699.909180
	Iteration 22Q: 3 clusters Score -1405877 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1405929.750000 Penalty: 4699.909180
	Iteration 23Q: 3 clusters Score -1405930 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1405985.750000 Penalty: 4699.909180
	Iteration 24Q: 3 clusters Score -1405986 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1406029.375000 Penalty: 4699.909180
	Iteration 25Q: 3 clusters Score -1406029 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1406076.125000 Penalty: 4699.909180
	Iteration 26Q: 3 clusters Score -1406076 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1406121.000000 Penalty: 4699.909180
	Iteration 27Q: 3 clusters Score -1406121 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1406186.250000 Penalty: 4699.909180
	Iteration 28Q: 3 clusters Score -1406186 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1406250.875000 Penalty: 4699.909180
	Iteration 29Q: 3 clusters Score -1406251 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1406328.250000 Penalty: 4699.909180
	Iteration 30Q: 3 clusters Score -1406328 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1406386.750000 Penalty: 4699.909180
	Iteration 31Q: 3 clusters Score -1406387 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1406437.500000 Penalty: 4699.909180
	Iteration 32Q: 3 clusters Score -1406438 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1406487.000000 Penalty: 4699.909180
	Iteration 33Q: 3 clusters Score -1406487 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1406533.500000 Penalty: 4699.909180
	Iteration 34Q: 3 clusters Score -1406534 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1406577.875000 Penalty: 4699.909180
	Iteration 35Q: 3 clusters Score -1406578 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1406616.875000 Penalty: 4699.909180
	Iteration 36Q: 3 clusters Score -1406617 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1406653.000000 Penalty: 4699.909180
	Iteration 37Q: 3 clusters Score -1406653 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1406688.250000 Penalty: 4699.909180
	Iteration 38Q: 3 clusters Score -1406688 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1406719.625000 Penalty: 4699.909180
	Iteration 39Q: 3 clusters Score -1406720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1406739.750000 Penalty: 4699.909180
	Iteration 40F: 3 clusters Score -1406740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1406760.750000 Penalty: 4699.909180
	Iteration 41Q: 3 clusters Score -1406761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1406772.250000 Penalty: 4699.909180
	Iteration 42Q: 3 clusters Score -1406772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1406783.750000 Penalty: 4699.909180
	Iteration 43Q: 3 clusters Score -1406784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1406791.125000 Penalty: 4699.909180
	Iteration 44Q: 3 clusters Score -1406791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1406795.875000 Penalty: 4699.909180
	Iteration 45Q: 3 clusters Score -1406796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1406806.875000 Penalty: 4699.909180
	Iteration 46Q: 3 clusters Score -1406807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1406811.125000 Penalty: 4699.909180
	Iteration 47Q: 3 clusters Score -1406811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1406811.875000 Penalty: 4699.909180
	Iteration 48Q: 3 clusters Score -1406812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1406820.375000 Penalty: 4699.909180
	Iteration 49Q: 3 clusters Score -1406820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1406828.625000 Penalty: 4699.909180
	Iteration 50Q: 3 clusters Score -1406829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1406834.125000 Penalty: 4699.909180
	Iteration 51Q: 3 clusters Score -1406834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1406842.750000 Penalty: 4699.909180
	Iteration 52Q: 3 clusters Score -1406843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1406854.500000 Penalty: 4699.909180
	Iteration 53Q: 3 clusters Score -1406854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1406858.625000 Penalty: 4699.909180
	Iteration 54Q: 3 clusters Score -1406859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1406858.500000 Penalty: 4699.909180
	Iteration 55Q: 3 clusters Score -1406858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1406859.875000 Penalty: 4699.909180
	Iteration 56Q: 3 clusters Score -1406860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1406860.250000 Penalty: 4699.909180
	Iteration 57Q: 3 clusters Score -1406860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1406862.625000 Penalty: 4699.909180
	Iteration 58Q: 3 clusters Score -1406863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1406864.500000 Penalty: 4699.909180
	Iteration 59Q: 3 clusters Score -1406864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1406864.500000 Penalty: 4699.909180
	Iteration 60F: 3 clusters Score -1406864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Entering Unmasked Estep 
Score: -2380395.500000 Penalty: 2459.133545
	Iteration 0F: 2 clusters Score -2380396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2366170.750000 Penalty: 4918.267090
	Iteration 0F: 3 clusters Score -2366171 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2370858.500000 Penalty: 4918.267090
	Iteration 1F: 3 clusters Score -2370858 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2371179.000000 Penalty: 4918.267090
	Iteration 2Q: 3 clusters Score -2371179 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2371411.500000 Penalty: 4918.267090
	Iteration 3Q: 3 clusters Score -2371412 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2371595.000000 Penalty: 4918.267090
	Iteration 4Q: 3 clusters Score -2371595 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2371739.250000 Penalty: 4918.267090
	Iteration 5Q: 3 clusters Score -2371739 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2371890.250000 Penalty: 4918.267090
	Iteration 6Q: 3 clusters Score -2371890 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2372064.500000 Penalty: 4918.267090
	Iteration 7Q: 3 clusters Score -2372064 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2372269.000000 Penalty: 4918.267090
	Iteration 8Q: 3 clusters Score -2372269 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2372500.000000 Penalty: 4918.267090
	Iteration 9Q: 3 clusters Score -2372500 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2372792.000000 Penalty: 4918.267090
	Iteration 10Q: 3 clusters Score -2372792 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2373233.000000 Penalty: 4918.267090
	Iteration 11Q: 3 clusters Score -2373233 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2373787.750000 Penalty: 4918.267090
	Iteration 12Q: 3 clusters Score -2373788 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2374424.000000 Penalty: 4918.267090
	Iteration 13Q: 3 clusters Score -2374424 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2375119.750000 Penalty: 4918.267090
	Iteration 14Q: 3 clusters Score -2375120 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2375773.500000 Penalty: 4918.267090
	Iteration 15Q: 3 clusters Score -2375774 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2376336.500000 Penalty: 4918.267090
	Iteration 16Q: 3 clusters Score -2376336 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2376796.750000 Penalty: 4918.267090
	Iteration 17Q: 3 clusters Score -2376797 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2377177.000000 Penalty: 4918.267090
	Iteration 18Q: 3 clusters Score -2377177 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2377462.500000 Penalty: 4918.267090
	Iteration 19Q: 3 clusters Score -2377462 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2377667.250000 Penalty: 4918.267090
	Iteration 20F: 3 clusters Score -2377667 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2377819.750000 Penalty: 4918.267090
	Iteration 21Q: 3 clusters Score -2377820 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2377933.500000 Penalty: 4918.267090
	Iteration 22Q: 3 clusters Score -2377934 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2378017.500000 Penalty: 4918.267090
	Iteration 23Q: 3 clusters Score -2378018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2378066.500000 Penalty: 4918.267090
	Iteration 24Q: 3 clusters Score -2378066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2378106.250000 Penalty: 4918.267090
	Iteration 25Q: 3 clusters Score -2378106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2378135.250000 Penalty: 4918.267090
	Iteration 26Q: 3 clusters Score -2378135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2378154.000000 Penalty: 4918.267090
	Iteration 27Q: 3 clusters Score -2378154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2378182.750000 Penalty: 4918.267090
	Iteration 28Q: 3 clusters Score -2378183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2378197.500000 Penalty: 4918.267090
	Iteration 29Q: 3 clusters Score -2378198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2378211.250000 Penalty: 4918.267090
	Iteration 30Q: 3 clusters Score -2378211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2378224.000000 Penalty: 4918.267090
	Iteration 31Q: 3 clusters Score -2378224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2378236.000000 Penalty: 4918.267090
	Iteration 32Q: 3 clusters Score -2378236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2378241.750000 Penalty: 4918.267090
	Iteration 33Q: 3 clusters Score -2378242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2378247.250000 Penalty: 4918.267090
	Iteration 34Q: 3 clusters Score -2378247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2378252.000000 Penalty: 4918.267090
	Iteration 35Q: 3 clusters Score -2378252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2378252.250000 Penalty: 4918.267090
	Iteration 36Q: 3 clusters Score -2378252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2378258.500000 Penalty: 4918.267090
	Iteration 37Q: 3 clusters Score -2378258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2378263.500000 Penalty: 4918.267090
	Iteration 38Q: 3 clusters Score -2378264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2378269.250000 Penalty: 4918.267090
	Iteration 39Q: 3 clusters Score -2378269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2378282.000000 Penalty: 4918.267090
	Iteration 40F: 3 clusters Score -2378282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2378288.500000 Penalty: 4918.267090
	Iteration 41Q: 3 clusters Score -2378288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2378292.750000 Penalty: 4918.267090
	Iteration 42Q: 3 clusters Score -2378293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2378303.750000 Penalty: 4918.267090
	Iteration 43Q: 3 clusters Score -2378304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2378315.250000 Penalty: 4918.267090
	Iteration 44Q: 3 clusters Score -2378315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2378324.750000 Penalty: 4918.267090
	Iteration 45Q: 3 clusters Score -2378325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2378331.000000 Penalty: 4918.267090
	Iteration 46Q: 3 clusters Score -2378331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2378330.500000 Penalty: 4918.267090
	Iteration 47Q: 3 clusters Score -2378330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2378336.500000 Penalty: 4918.267090
	Iteration 48Q: 3 clusters Score -2378336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2378341.250000 Penalty: 4918.267090
	Iteration 49Q: 3 clusters Score -2378341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2378340.500000 Penalty: 4918.267090
	Iteration 50Q: 3 clusters Score -2378340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2378341.250000 Penalty: 4918.267090
	Iteration 51Q: 3 clusters Score -2378341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2378341.250000 Penalty: 4918.267090
	Iteration 52F: 3 clusters Score -2378341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -499536.781250 Penalty: 2078.410156
	Iteration 0F: 2 clusters Score -499536.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -495448.000000 Penalty: 4156.820312
	Iteration 0F: 3 clusters Score -495448 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -496348.968750 Penalty: 4156.820312
	Iteration 1F: 3 clusters Score -496349 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -496606.562500 Penalty: 4156.820312
	Iteration 2F: 3 clusters Score -496606.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -496855.593750 Penalty: 4156.820312
	Iteration 3F: 3 clusters Score -496855.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -497146.937500 Penalty: 4156.820312
	Iteration 4F: 3 clusters Score -497146.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -497519.343750 Penalty: 4156.820312
	Iteration 5F: 3 clusters Score -497519.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -498072.968750 Penalty: 4156.820312
	Iteration 6F: 3 clusters Score -498073 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -498869.812500 Penalty: 4156.820312
	Iteration 7F: 3 clusters Score -498869.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -499570.343750 Penalty: 4156.820312
	Iteration 8F: 3 clusters Score -499570.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -500211.656250 Penalty: 4156.820312
	Iteration 9F: 3 clusters Score -500211.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -500520.000000 Penalty: 4156.820312
	Iteration 10Q: 3 clusters Score -500520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -500563.843750 Penalty: 4156.820312
	Iteration 11Q: 3 clusters Score -500563.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -500570.187500 Penalty: 4156.820312
	Iteration 12Q: 3 clusters Score -500570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -500573.437500 Penalty: 4156.820312
	Iteration 13Q: 3 clusters Score -500573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -500573.937500 Penalty: 4156.820312
	Iteration 14Q: 3 clusters Score -500573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -500573.937500 Penalty: 4156.820312
	Iteration 15F: 3 clusters Score -500573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 2453 members 
Mstep: Class 3 contains 331299 members 
Mstep: Class 4 contains 36241 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11029 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20249 members 
Mstep: Class 9 contains 1909 members 
Mstep: Class 10 contains 16440 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35822 members 
Mstep: Class 13 contains 65472 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19392 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 15895 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65447 members 
Mstep: Class 24 contains 91209 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686440.000000 Penalty: 91179.304688
Splitting cluster 9 changes total score from -92686800.000000 to -92686440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (16440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Entering Unmasked Estep 
Score: -1930704.250000 Penalty: 2407.453369
	Iteration 0F: 2 clusters Score -1930704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1918905.875000 Penalty: 4814.906738
	Iteration 0F: 3 clusters Score -1918906 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1922656.125000 Penalty: 4814.906738
	Iteration 1F: 3 clusters Score -1922656 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1923003.500000 Penalty: 4814.906738
	Iteration 2F: 3 clusters Score -1923004 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1923337.375000 Penalty: 4814.906738
	Iteration 3Q: 3 clusters Score -1923337 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1923637.000000 Penalty: 4814.906738
	Iteration 4Q: 3 clusters Score -1923637 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1923915.375000 Penalty: 4814.906738
	Iteration 5Q: 3 clusters Score -1923915 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1924230.375000 Penalty: 4814.906738
	Iteration 6Q: 3 clusters Score -1924230 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1924604.375000 Penalty: 4814.906738
	Iteration 7Q: 3 clusters Score -1924604 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1925073.125000 Penalty: 4814.906738
	Iteration 8Q: 3 clusters Score -1925073 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1925625.500000 Penalty: 4814.906738
	Iteration 9Q: 3 clusters Score -1925626 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1926261.750000 Penalty: 4814.906738
	Iteration 10F: 3 clusters Score -1926262 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1926880.875000 Penalty: 4814.906738
	Iteration 11Q: 3 clusters Score -1926881 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1927406.000000 Penalty: 4814.906738
	Iteration 12Q: 3 clusters Score -1927406 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1927822.500000 Penalty: 4814.906738
	Iteration 13Q: 3 clusters Score -1927822 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1928088.750000 Penalty: 4814.906738
	Iteration 14Q: 3 clusters Score -1928089 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1928250.250000 Penalty: 4814.906738
	Iteration 15Q: 3 clusters Score -1928250 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1928352.875000 Penalty: 4814.906738
	Iteration 16Q: 3 clusters Score -1928353 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -1928423.750000 Penalty: 4814.906738
	Iteration 17Q: 3 clusters Score -1928424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1928483.500000 Penalty: 4814.906738
	Iteration 18Q: 3 clusters Score -1928484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1928520.750000 Penalty: 4814.906738
	Iteration 19Q: 3 clusters Score -1928521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1928548.250000 Penalty: 4814.906738
	Iteration 20F: 3 clusters Score -1928548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1928567.750000 Penalty: 4814.906738
	Iteration 21Q: 3 clusters Score -1928568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1928577.375000 Penalty: 4814.906738
	Iteration 22Q: 3 clusters Score -1928577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1928582.000000 Penalty: 4814.906738
	Iteration 23Q: 3 clusters Score -1928582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1928582.625000 Penalty: 4814.906738
	Iteration 24Q: 3 clusters Score -1928583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1928586.000000 Penalty: 4814.906738
	Iteration 25Q: 3 clusters Score -1928586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1928585.375000 Penalty: 4814.906738
	Iteration 26Q: 3 clusters Score -1928585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1928585.375000 Penalty: 4814.906738
	Iteration 27F: 3 clusters Score -1928585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Entering Unmasked Estep 
Score: -713526.625000 Penalty: 2161.741455
	Iteration 0F: 2 clusters Score -713526.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -708290.687500 Penalty: 4323.482910
	Iteration 0F: 3 clusters Score -708290.7 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -709609.625000 Penalty: 4323.482910
	Iteration 1F: 3 clusters Score -709609.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -709828.500000 Penalty: 4323.482910
	Iteration 2F: 3 clusters Score -709828.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -709969.812500 Penalty: 4323.482910
	Iteration 3Q: 3 clusters Score -709969.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -710085.312500 Penalty: 4323.482910
	Iteration 4Q: 3 clusters Score -710085.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -710174.625000 Penalty: 4323.482910
	Iteration 5Q: 3 clusters Score -710174.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -710244.625000 Penalty: 4323.482910
	Iteration 6Q: 3 clusters Score -710244.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -710306.875000 Penalty: 4323.482910
	Iteration 7Q: 3 clusters Score -710306.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -710359.625000 Penalty: 4323.482910
	Iteration 8Q: 3 clusters Score -710359.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -710404.875000 Penalty: 4323.482910
	Iteration 9Q: 3 clusters Score -710404.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -710457.437500 Penalty: 4323.482910
	Iteration 10Q: 3 clusters Score -710457.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -710512.437500 Penalty: 4323.482910
	Iteration 11Q: 3 clusters Score -710512.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -710568.062500 Penalty: 4323.482910
	Iteration 12Q: 3 clusters Score -710568.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -710623.750000 Penalty: 4323.482910
	Iteration 13Q: 3 clusters Score -710623.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -710678.125000 Penalty: 4323.482910
	Iteration 14Q: 3 clusters Score -710678.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -710740.312500 Penalty: 4323.482910
	Iteration 15Q: 3 clusters Score -710740.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -710799.875000 Penalty: 4323.482910
	Iteration 16Q: 3 clusters Score -710799.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -710867.187500 Penalty: 4323.482910
	Iteration 17Q: 3 clusters Score -710867.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -710951.562500 Penalty: 4323.482910
	Iteration 18Q: 3 clusters Score -710951.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -711043.812500 Penalty: 4323.482910
	Iteration 19Q: 3 clusters Score -711043.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -711139.562500 Penalty: 4323.482910
	Iteration 20F: 3 clusters Score -711139.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -711217.375000 Penalty: 4323.482910
	Iteration 21Q: 3 clusters Score -711217.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -711280.750000 Penalty: 4323.482910
	Iteration 22Q: 3 clusters Score -711280.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -711346.625000 Penalty: 4323.482910
	Iteration 23Q: 3 clusters Score -711346.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -711398.750000 Penalty: 4323.482910
	Iteration 24Q: 3 clusters Score -711398.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -711442.687500 Penalty: 4323.482910
	Iteration 25Q: 3 clusters Score -711442.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -711475.562500 Penalty: 4323.482910
	Iteration 26Q: 3 clusters Score -711475.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -711510.812500 Penalty: 4323.482910
	Iteration 27Q: 3 clusters Score -711510.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -711532.312500 Penalty: 4323.482910
	Iteration 28Q: 3 clusters Score -711532.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -711545.812500 Penalty: 4323.482910
	Iteration 29Q: 3 clusters Score -711545.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -711555.312500 Penalty: 4323.482910
	Iteration 30Q: 3 clusters Score -711555.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -711563.125000 Penalty: 4323.482910
	Iteration 31Q: 3 clusters Score -711563.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -711572.187500 Penalty: 4323.482910
	Iteration 32Q: 3 clusters Score -711572.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -711584.875000 Penalty: 4323.482910
	Iteration 33Q: 3 clusters Score -711584.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -711593.000000 Penalty: 4323.482910
	Iteration 34Q: 3 clusters Score -711593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -711599.562500 Penalty: 4323.482910
	Iteration 35Q: 3 clusters Score -711599.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -711607.000000 Penalty: 4323.482910
	Iteration 36Q: 3 clusters Score -711607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -711612.375000 Penalty: 4323.482910
	Iteration 37Q: 3 clusters Score -711612.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -711618.687500 Penalty: 4323.482910
	Iteration 38Q: 3 clusters Score -711618.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -711623.000000 Penalty: 4323.482910
	Iteration 39Q: 3 clusters Score -711623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -711626.812500 Penalty: 4323.482910
	Iteration 40F: 3 clusters Score -711626.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -711630.250000 Penalty: 4323.482910
	Iteration 41Q: 3 clusters Score -711630.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -711633.562500 Penalty: 4323.482910
	Iteration 42Q: 3 clusters Score -711633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -711636.562500 Penalty: 4323.482910
	Iteration 43Q: 3 clusters Score -711636.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -711638.000000 Penalty: 4323.482910
	Iteration 44Q: 3 clusters Score -711638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -711637.812500 Penalty: 4323.482910
	Iteration 45Q: 3 clusters Score -711637.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -711637.812500 Penalty: 4323.482910
	Iteration 46F: 3 clusters Score -711637.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Entering Unmasked Estep 
Score: -4218937.000000 Penalty: 2600.606689
	Iteration 0F: 2 clusters Score -4218937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -4194519.500000 Penalty: 5201.213379
	Iteration 0F: 3 clusters Score -4194520 nChanged 16309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4203472.500000 Penalty: 5201.213379
	Iteration 1F: 3 clusters Score -4203472 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4203952.500000 Penalty: 5201.213379
	Iteration 2Q: 3 clusters Score -4203952 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4204442.500000 Penalty: 5201.213379
	Iteration 3Q: 3 clusters Score -4204442 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4204879.000000 Penalty: 5201.213379
	Iteration 4Q: 3 clusters Score -4204879 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -4205332.500000 Penalty: 5201.213379
	Iteration 5Q: 3 clusters Score -4205332 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -4205795.000000 Penalty: 5201.213379
	Iteration 6Q: 3 clusters Score -4205795 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -4206351.500000 Penalty: 5201.213379
	Iteration 7Q: 3 clusters Score -4206352 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -4207043.500000 Penalty: 5201.213379
	Iteration 8Q: 3 clusters Score -4207044 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -4207862.000000 Penalty: 5201.213379
	Iteration 9Q: 3 clusters Score -4207862 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -4208806.000000 Penalty: 5201.213379
	Iteration 10Q: 3 clusters Score -4208806 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -4209814.500000 Penalty: 5201.213379
	Iteration 11Q: 3 clusters Score -4209814 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -4210760.500000 Penalty: 5201.213379
	Iteration 12Q: 3 clusters Score -4210760 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -4211556.500000 Penalty: 5201.213379
	Iteration 13Q: 3 clusters Score -4211556 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -4212149.000000 Penalty: 5201.213379
	Iteration 14Q: 3 clusters Score -4212149 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -4212608.500000 Penalty: 5201.213379
	Iteration 15Q: 3 clusters Score -4212608 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -4212930.500000 Penalty: 5201.213379
	Iteration 16Q: 3 clusters Score -4212930 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -4213151.000000 Penalty: 5201.213379
	Iteration 17Q: 3 clusters Score -4213151 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -4213263.500000 Penalty: 5201.213379
	Iteration 18Q: 3 clusters Score -4213264 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -4213351.500000 Penalty: 5201.213379
	Iteration 19Q: 3 clusters Score -4213352 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -4213447.500000 Penalty: 5201.213379
	Iteration 20F: 3 clusters Score -4213448 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -4213520.000000 Penalty: 5201.213379
	Iteration 21Q: 3 clusters Score -4213520 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -4213604.500000 Penalty: 5201.213379
	Iteration 22Q: 3 clusters Score -4213604 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -4213709.000000 Penalty: 5201.213379
	Iteration 23Q: 3 clusters Score -4213709 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -4213789.000000 Penalty: 5201.213379
	Iteration 24Q: 3 clusters Score -4213789 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -4213875.500000 Penalty: 5201.213379
	Iteration 25Q: 3 clusters Score -4213876 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -4213968.000000 Penalty: 5201.213379
	Iteration 26Q: 3 clusters Score -4213968 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -4214059.000000 Penalty: 5201.213379
	Iteration 27Q: 3 clusters Score -4214059 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -4214129.000000 Penalty: 5201.213379
	Iteration 28Q: 3 clusters Score -4214129 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -4214217.500000 Penalty: 5201.213379
	Iteration 29Q: 3 clusters Score -4214218 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -4214328.000000 Penalty: 5201.213379
	Iteration 30Q: 3 clusters Score -4214328 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -4214445.500000 Penalty: 5201.213379
	Iteration 31Q: 3 clusters Score -4214446 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -4214576.000000 Penalty: 5201.213379
	Iteration 32Q: 3 clusters Score -4214576 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -4214695.500000 Penalty: 5201.213379
	Iteration 33Q: 3 clusters Score -4214696 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -4214811.500000 Penalty: 5201.213379
	Iteration 34Q: 3 clusters Score -4214812 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -4214907.500000 Penalty: 5201.213379
	Iteration 35Q: 3 clusters Score -4214908 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -4215043.500000 Penalty: 5201.213379
	Iteration 36Q: 3 clusters Score -4215044 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4215158.000000 Penalty: 5201.213379
	Iteration 37Q: 3 clusters Score -4215158 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4215285.000000 Penalty: 5201.213379
	Iteration 38Q: 3 clusters Score -4215285 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4215450.500000 Penalty: 5201.213379
	Iteration 39Q: 3 clusters Score -4215450 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4215619.000000 Penalty: 5201.213379
	Iteration 40F: 3 clusters Score -4215619 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4215790.000000 Penalty: 5201.213379
	Iteration 41Q: 3 clusters Score -4215790 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4215937.500000 Penalty: 5201.213379
	Iteration 42Q: 3 clusters Score -4215938 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4216049.500000 Penalty: 5201.213379
	Iteration 43Q: 3 clusters Score -4216050 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4216169.500000 Penalty: 5201.213379
	Iteration 44Q: 3 clusters Score -4216170 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4216252.500000 Penalty: 5201.213379
	Iteration 45Q: 3 clusters Score -4216252 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4216325.500000 Penalty: 5201.213379
	Iteration 46Q: 3 clusters Score -4216326 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4216397.000000 Penalty: 5201.213379
	Iteration 47Q: 3 clusters Score -4216397 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4216470.000000 Penalty: 5201.213379
	Iteration 48Q: 3 clusters Score -4216470 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4216517.000000 Penalty: 5201.213379
	Iteration 49Q: 3 clusters Score -4216517 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4216548.000000 Penalty: 5201.213379
	Iteration 50Q: 3 clusters Score -4216548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4216580.000000 Penalty: 5201.213379
	Iteration 51Q: 3 clusters Score -4216580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4216601.500000 Penalty: 5201.213379
	Iteration 52Q: 3 clusters Score -4216602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4216623.000000 Penalty: 5201.213379
	Iteration 53Q: 3 clusters Score -4216623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4216638.500000 Penalty: 5201.213379
	Iteration 54Q: 3 clusters Score -4216638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4216663.500000 Penalty: 5201.213379
	Iteration 55Q: 3 clusters Score -4216664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4216678.500000 Penalty: 5201.213379
	Iteration 56Q: 3 clusters Score -4216678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4216692.000000 Penalty: 5201.213379
	Iteration 57Q: 3 clusters Score -4216692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4216717.000000 Penalty: 5201.213379
	Iteration 58Q: 3 clusters Score -4216717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4216719.500000 Penalty: 5201.213379
	Iteration 59Q: 3 clusters Score -4216720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4216730.000000 Penalty: 5201.213379
	Iteration 60F: 3 clusters Score -4216730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4216739.000000 Penalty: 5201.213379
	Iteration 61Q: 3 clusters Score -4216739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4216747.500000 Penalty: 5201.213379
	Iteration 62Q: 3 clusters Score -4216748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4216754.000000 Penalty: 5201.213379
	Iteration 63Q: 3 clusters Score -4216754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4216758.500000 Penalty: 5201.213379
	Iteration 64Q: 3 clusters Score -4216758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4216761.500000 Penalty: 5201.213379
	Iteration 65Q: 3 clusters Score -4216762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4216765.500000 Penalty: 5201.213379
	Iteration 66Q: 3 clusters Score -4216766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4216771.500000 Penalty: 5201.213379
	Iteration 67Q: 3 clusters Score -4216772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4216784.000000 Penalty: 5201.213379
	Iteration 68Q: 3 clusters Score -4216784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4216782.500000 Penalty: 5201.213379
	Iteration 69Q: 3 clusters Score -4216782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4216781.500000 Penalty: 5201.213379
	Iteration 70Q: 3 clusters Score -4216782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4216788.000000 Penalty: 5201.213379
	Iteration 71Q: 3 clusters Score -4216788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4216784.500000 Penalty: 5201.213379
	Iteration 72Q: 3 clusters Score -4216784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4216788.500000 Penalty: 5201.213379
	Iteration 73Q: 3 clusters Score -4216788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4216788.000000 Penalty: 5201.213379
	Iteration 74Q: 3 clusters Score -4216788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4216788.000000 Penalty: 5201.213379
	Iteration 75F: 3 clusters Score -4216788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65472 members 
Entering Unmasked Estep 
Score: -7595364.000000 Penalty: 2750.165527
	Iteration 0F: 2 clusters Score -7595364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -7551339.000000 Penalty: 5500.331055
	Iteration 0F: 3 clusters Score -7551339 nChanged 30620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -7568389.500000 Penalty: 5500.331055
	Iteration 1F: 3 clusters Score -7568390 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -7569009.000000 Penalty: 5500.331055
	Iteration 2Q: 3 clusters Score -7569009 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -7569657.500000 Penalty: 5500.331055
	Iteration 3Q: 3 clusters Score -7569658 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -7570549.000000 Penalty: 5500.331055
	Iteration 4Q: 3 clusters Score -7570549 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -7571727.500000 Penalty: 5500.331055
	Iteration 5Q: 3 clusters Score -7571728 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -7573493.000000 Penalty: 5500.331055
	Iteration 6Q: 3 clusters Score -7573493 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -7575921.500000 Penalty: 5500.331055
	Iteration 7F: 3 clusters Score -7575922 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -7579231.000000 Penalty: 5500.331055
	Iteration 8F: 3 clusters Score -7579231 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -7582925.000000 Penalty: 5500.331055
	Iteration 9F: 3 clusters Score -7582925 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -7586345.000000 Penalty: 5500.331055
	Iteration 10F: 3 clusters Score -7586345 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -7588990.500000 Penalty: 5500.331055
	Iteration 11Q: 3 clusters Score -7588990 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -7590591.500000 Penalty: 5500.331055
	Iteration 12Q: 3 clusters Score -7590592 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -7591546.500000 Penalty: 5500.331055
	Iteration 13Q: 3 clusters Score -7591546 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -7592136.000000 Penalty: 5500.331055
	Iteration 14Q: 3 clusters Score -7592136 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -7592434.500000 Penalty: 5500.331055
	Iteration 15Q: 3 clusters Score -7592434 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -7592633.500000 Penalty: 5500.331055
	Iteration 16Q: 3 clusters Score -7592634 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -7592745.500000 Penalty: 5500.331055
	Iteration 17Q: 3 clusters Score -7592746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -7592796.000000 Penalty: 5500.331055
	Iteration 18Q: 3 clusters Score -7592796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 64926 members 
Entering Unmasked Estep 
Score: -7592847.500000 Penalty: 5500.331055
	Iteration 19Q: 3 clusters Score -7592848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -7592889.500000 Penalty: 5500.331055
	Iteration 20F: 3 clusters Score -7592890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -7592908.500000 Penalty: 5500.331055
	Iteration 21Q: 3 clusters Score -7592908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 65009 members 
Entering Unmasked Estep 
Score: -7592933.500000 Penalty: 5500.331055
	Iteration 22Q: 3 clusters Score -7592934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 65029 members 
Entering Unmasked Estep 
Score: -7592949.500000 Penalty: 5500.331055
	Iteration 23Q: 3 clusters Score -7592950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -7592963.500000 Penalty: 5500.331055
	Iteration 24Q: 3 clusters Score -7592964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -7592982.000000 Penalty: 5500.331055
	Iteration 25Q: 3 clusters Score -7592982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -7592994.000000 Penalty: 5500.331055
	Iteration 26Q: 3 clusters Score -7592994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -7593005.000000 Penalty: 5500.331055
	Iteration 27Q: 3 clusters Score -7593005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -7593010.000000 Penalty: 5500.331055
	Iteration 28Q: 3 clusters Score -7593010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -7593016.000000 Penalty: 5500.331055
	Iteration 29Q: 3 clusters Score -7593016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -7593013.500000 Penalty: 5500.331055
	Iteration 30Q: 3 clusters Score -7593014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -7593019.000000 Penalty: 5500.331055
	Iteration 31Q: 3 clusters Score -7593019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -7593019.000000 Penalty: 5500.331055
	Iteration 32F: 3 clusters Score -7593019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -360281.625000 Penalty: 2012.649048
	Iteration 0F: 2 clusters Score -360281.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -356797.156250 Penalty: 4025.298096
	Iteration 0F: 3 clusters Score -356797.2 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -357645.500000 Penalty: 4025.298096
	Iteration 1F: 3 clusters Score -357645.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -357899.343750 Penalty: 4025.298096
	Iteration 2F: 3 clusters Score -357899.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -358171.718750 Penalty: 4025.298096
	Iteration 3F: 3 clusters Score -358171.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -358587.687500 Penalty: 4025.298096
	Iteration 4F: 3 clusters Score -358587.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -358954.718750 Penalty: 4025.298096
	Iteration 5F: 3 clusters Score -358954.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -359253.312500 Penalty: 4025.298096
	Iteration 6F: 3 clusters Score -359253.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -359544.093750 Penalty: 4025.298096
	Iteration 7F: 3 clusters Score -359544.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -359839.812500 Penalty: 4025.298096
	Iteration 8F: 3 clusters Score -359839.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -360070.062500 Penalty: 4025.298096
	Iteration 9F: 3 clusters Score -360070.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -360210.343750 Penalty: 4025.298096
	Iteration 10Q: 3 clusters Score -360210.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -360332.875000 Penalty: 4025.298096
	Iteration 11Q: 3 clusters Score -360332.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -360413.218750 Penalty: 4025.298096
	Iteration 12Q: 3 clusters Score -360413.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -360446.687500 Penalty: 4025.298096
	Iteration 13Q: 3 clusters Score -360446.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -360476.031250 Penalty: 4025.298096
	Iteration 14Q: 3 clusters Score -360476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -360489.531250 Penalty: 4025.298096
	Iteration 15Q: 3 clusters Score -360489.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -360503.187500 Penalty: 4025.298096
	Iteration 16Q: 3 clusters Score -360503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -360511.156250 Penalty: 4025.298096
	Iteration 17Q: 3 clusters Score -360511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -360516.937500 Penalty: 4025.298096
	Iteration 18Q: 3 clusters Score -360516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -360519.093750 Penalty: 4025.298096
	Iteration 19Q: 3 clusters Score -360519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -360520.156250 Penalty: 4025.298096
	Iteration 20F: 3 clusters Score -360520.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 331299 members 
Mstep: Class 4 contains 36241 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11029 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20249 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16440 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35822 members 
Mstep: Class 13 contains 65472 members 
Mstep: Class 14 contains 3077 members 
Mstep: Class 15 contains 19392 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 15895 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65447 members 
Mstep: Class 24 contains 91209 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92685664.000000 Penalty: 91179.304688
Splitting cluster 14 changes total score from -92686800.000000 to -92685664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (19392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Entering Unmasked Estep 
Score: -2284861.250000 Penalty: 2448.408691
	Iteration 0F: 2 clusters Score -2284861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2271185.250000 Penalty: 4896.817383
	Iteration 0F: 3 clusters Score -2271185 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2275786.500000 Penalty: 4896.817383
	Iteration 1F: 3 clusters Score -2275786 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2276148.000000 Penalty: 4896.817383
	Iteration 2F: 3 clusters Score -2276148 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2276438.500000 Penalty: 4896.817383
	Iteration 3Q: 3 clusters Score -2276438 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2276689.750000 Penalty: 4896.817383
	Iteration 4Q: 3 clusters Score -2276690 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2276869.750000 Penalty: 4896.817383
	Iteration 5Q: 3 clusters Score -2276870 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2277020.750000 Penalty: 4896.817383
	Iteration 6Q: 3 clusters Score -2277021 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2277186.250000 Penalty: 4896.817383
	Iteration 7Q: 3 clusters Score -2277186 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2277341.250000 Penalty: 4896.817383
	Iteration 8Q: 3 clusters Score -2277341 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2277509.000000 Penalty: 4896.817383
	Iteration 9Q: 3 clusters Score -2277509 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2277682.000000 Penalty: 4896.817383
	Iteration 10Q: 3 clusters Score -2277682 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2277878.000000 Penalty: 4896.817383
	Iteration 11Q: 3 clusters Score -2277878 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2278137.250000 Penalty: 4896.817383
	Iteration 12Q: 3 clusters Score -2278137 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2278497.000000 Penalty: 4896.817383
	Iteration 13Q: 3 clusters Score -2278497 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2278899.500000 Penalty: 4896.817383
	Iteration 14Q: 3 clusters Score -2278900 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2279321.500000 Penalty: 4896.817383
	Iteration 15Q: 3 clusters Score -2279322 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2279746.000000 Penalty: 4896.817383
	Iteration 16Q: 3 clusters Score -2279746 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2280070.250000 Penalty: 4896.817383
	Iteration 17Q: 3 clusters Score -2280070 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2280243.500000 Penalty: 4896.817383
	Iteration 18Q: 3 clusters Score -2280244 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2280336.500000 Penalty: 4896.817383
	Iteration 19Q: 3 clusters Score -2280336 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2280376.000000 Penalty: 4896.817383
	Iteration 20F: 3 clusters Score -2280376 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2280411.000000 Penalty: 4896.817383
	Iteration 21Q: 3 clusters Score -2280411 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2280440.000000 Penalty: 4896.817383
	Iteration 22Q: 3 clusters Score -2280440 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2280467.000000 Penalty: 4896.817383
	Iteration 23Q: 3 clusters Score -2280467 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2280493.750000 Penalty: 4896.817383
	Iteration 24Q: 3 clusters Score -2280494 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2280504.000000 Penalty: 4896.817383
	Iteration 25Q: 3 clusters Score -2280504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2280515.000000 Penalty: 4896.817383
	Iteration 26Q: 3 clusters Score -2280515 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2280525.000000 Penalty: 4896.817383
	Iteration 27Q: 3 clusters Score -2280525 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2280535.250000 Penalty: 4896.817383
	Iteration 28Q: 3 clusters Score -2280535 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2280537.750000 Penalty: 4896.817383
	Iteration 29Q: 3 clusters Score -2280538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2280547.250000 Penalty: 4896.817383
	Iteration 30Q: 3 clusters Score -2280547 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2280548.000000 Penalty: 4896.817383
	Iteration 31Q: 3 clusters Score -2280548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2280542.250000 Penalty: 4896.817383
	Iteration 32Q: 3 clusters Score -2280542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2280553.250000 Penalty: 4896.817383
	Iteration 33Q: 3 clusters Score -2280553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2280561.000000 Penalty: 4896.817383
	Iteration 34Q: 3 clusters Score -2280561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2280571.750000 Penalty: 4896.817383
	Iteration 35Q: 3 clusters Score -2280572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2280569.500000 Penalty: 4896.817383
	Iteration 36Q: 3 clusters Score -2280570 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2280577.750000 Penalty: 4896.817383
	Iteration 37Q: 3 clusters Score -2280578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2280584.500000 Penalty: 4896.817383
	Iteration 38Q: 3 clusters Score -2280584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2280589.500000 Penalty: 4896.817383
	Iteration 39Q: 3 clusters Score -2280590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2280597.750000 Penalty: 4896.817383
	Iteration 40F: 3 clusters Score -2280598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2280602.000000 Penalty: 4896.817383
	Iteration 41Q: 3 clusters Score -2280602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2280606.250000 Penalty: 4896.817383
	Iteration 42Q: 3 clusters Score -2280606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2280616.000000 Penalty: 4896.817383
	Iteration 43Q: 3 clusters Score -2280616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2280626.000000 Penalty: 4896.817383
	Iteration 44Q: 3 clusters Score -2280626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2280629.500000 Penalty: 4896.817383
	Iteration 45Q: 3 clusters Score -2280630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2280637.500000 Penalty: 4896.817383
	Iteration 46Q: 3 clusters Score -2280638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2280641.500000 Penalty: 4896.817383
	Iteration 47Q: 3 clusters Score -2280642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2280638.750000 Penalty: 4896.817383
	Iteration 48Q: 3 clusters Score -2280639 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2280655.750000 Penalty: 4896.817383
	Iteration 49Q: 3 clusters Score -2280656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2280659.750000 Penalty: 4896.817383
	Iteration 50Q: 3 clusters Score -2280660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2280666.000000 Penalty: 4896.817383
	Iteration 51Q: 3 clusters Score -2280666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2280677.000000 Penalty: 4896.817383
	Iteration 52Q: 3 clusters Score -2280677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2280683.250000 Penalty: 4896.817383
	Iteration 53Q: 3 clusters Score -2280683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2280689.500000 Penalty: 4896.817383
	Iteration 54Q: 3 clusters Score -2280690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2280701.000000 Penalty: 4896.817383
	Iteration 55Q: 3 clusters Score -2280701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2280697.250000 Penalty: 4896.817383
	Iteration 56Q: 3 clusters Score -2280697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2280706.250000 Penalty: 4896.817383
	Iteration 57Q: 3 clusters Score -2280706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2280710.250000 Penalty: 4896.817383
	Iteration 58Q: 3 clusters Score -2280710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2280712.250000 Penalty: 4896.817383
	Iteration 59Q: 3 clusters Score -2280712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2280717.250000 Penalty: 4896.817383
	Iteration 60F: 3 clusters Score -2280717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2280715.000000 Penalty: 4896.817383
	Iteration 61Q: 3 clusters Score -2280715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2280720.500000 Penalty: 4896.817383
	Iteration 62Q: 3 clusters Score -2280720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2280729.500000 Penalty: 4896.817383
	Iteration 63Q: 3 clusters Score -2280730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2280734.500000 Penalty: 4896.817383
	Iteration 64Q: 3 clusters Score -2280734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2280738.750000 Penalty: 4896.817383
	Iteration 65Q: 3 clusters Score -2280739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2280741.000000 Penalty: 4896.817383
	Iteration 66Q: 3 clusters Score -2280741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2280752.000000 Penalty: 4896.817383
	Iteration 67Q: 3 clusters Score -2280752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2280751.250000 Penalty: 4896.817383
	Iteration 68Q: 3 clusters Score -2280751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2280749.250000 Penalty: 4896.817383
	Iteration 69Q: 3 clusters Score -2280749 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2280749.500000 Penalty: 4896.817383
	Iteration 70Q: 3 clusters Score -2280750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2280750.000000 Penalty: 4896.817383
	Iteration 71Q: 3 clusters Score -2280750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2280755.250000 Penalty: 4896.817383
	Iteration 72Q: 3 clusters Score -2280755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2280758.750000 Penalty: 4896.817383
	Iteration 73Q: 3 clusters Score -2280759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2280766.000000 Penalty: 4896.817383
	Iteration 74Q: 3 clusters Score -2280766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2280766.500000 Penalty: 4896.817383
	Iteration 75Q: 3 clusters Score -2280766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2280774.250000 Penalty: 4896.817383
	Iteration 76Q: 3 clusters Score -2280774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2280774.000000 Penalty: 4896.817383
	Iteration 77Q: 3 clusters Score -2280774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2280772.000000 Penalty: 4896.817383
	Iteration 78Q: 3 clusters Score -2280772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2280775.000000 Penalty: 4896.817383
	Iteration 79Q: 3 clusters Score -2280775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2280786.750000 Penalty: 4896.817383
	Iteration 80F: 3 clusters Score -2280787 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2280796.250000 Penalty: 4896.817383
	Iteration 81Q: 3 clusters Score -2280796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2280798.750000 Penalty: 4896.817383
	Iteration 82Q: 3 clusters Score -2280799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2280804.000000 Penalty: 4896.817383
	Iteration 83Q: 3 clusters Score -2280804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2280814.250000 Penalty: 4896.817383
	Iteration 84Q: 3 clusters Score -2280814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2280820.250000 Penalty: 4896.817383
	Iteration 85Q: 3 clusters Score -2280820 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2280835.000000 Penalty: 4896.817383
	Iteration 86Q: 3 clusters Score -2280835 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2280855.250000 Penalty: 4896.817383
	Iteration 87Q: 3 clusters Score -2280855 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2280865.750000 Penalty: 4896.817383
	Iteration 88Q: 3 clusters Score -2280866 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2280876.500000 Penalty: 4896.817383
	Iteration 89Q: 3 clusters Score -2280876 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2280881.500000 Penalty: 4896.817383
	Iteration 90Q: 3 clusters Score -2280882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2280890.500000 Penalty: 4896.817383
	Iteration 91Q: 3 clusters Score -2280890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2280898.750000 Penalty: 4896.817383
	Iteration 92Q: 3 clusters Score -2280899 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2280903.750000 Penalty: 4896.817383
	Iteration 93Q: 3 clusters Score -2280904 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2280907.750000 Penalty: 4896.817383
	Iteration 94Q: 3 clusters Score -2280908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2280919.750000 Penalty: 4896.817383
	Iteration 95Q: 3 clusters Score -2280920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2280928.500000 Penalty: 4896.817383
	Iteration 96Q: 3 clusters Score -2280928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2280940.000000 Penalty: 4896.817383
	Iteration 97Q: 3 clusters Score -2280940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2280949.750000 Penalty: 4896.817383
	Iteration 98Q: 3 clusters Score -2280950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2280960.500000 Penalty: 4896.817383
	Iteration 99Q: 3 clusters Score -2280960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2280968.750000 Penalty: 4896.817383
	Iteration 100F: 3 clusters Score -2280969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2280984.250000 Penalty: 4896.817383
	Iteration 101Q: 3 clusters Score -2280984 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2280995.750000 Penalty: 4896.817383
	Iteration 102Q: 3 clusters Score -2280996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2281012.750000 Penalty: 4896.817383
	Iteration 103Q: 3 clusters Score -2281013 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2281028.500000 Penalty: 4896.817383
	Iteration 104Q: 3 clusters Score -2281028 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2281043.750000 Penalty: 4896.817383
	Iteration 105Q: 3 clusters Score -2281044 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2281061.750000 Penalty: 4896.817383
	Iteration 106Q: 3 clusters Score -2281062 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2281078.000000 Penalty: 4896.817383
	Iteration 107Q: 3 clusters Score -2281078 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2281115.750000 Penalty: 4896.817383
	Iteration 108Q: 3 clusters Score -2281116 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2281142.750000 Penalty: 4896.817383
	Iteration 109Q: 3 clusters Score -2281143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2281168.500000 Penalty: 4896.817383
	Iteration 110Q: 3 clusters Score -2281168 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2281190.500000 Penalty: 4896.817383
	Iteration 111Q: 3 clusters Score -2281190 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2281225.750000 Penalty: 4896.817383
	Iteration 112Q: 3 clusters Score -2281226 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2281253.500000 Penalty: 4896.817383
	Iteration 113Q: 3 clusters Score -2281254 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2281303.250000 Penalty: 4896.817383
	Iteration 114Q: 3 clusters Score -2281303 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2281345.000000 Penalty: 4896.817383
	Iteration 115Q: 3 clusters Score -2281345 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2281379.500000 Penalty: 4896.817383
	Iteration 116Q: 3 clusters Score -2281380 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2281412.750000 Penalty: 4896.817383
	Iteration 117Q: 3 clusters Score -2281413 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2281448.250000 Penalty: 4896.817383
	Iteration 118Q: 3 clusters Score -2281448 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2281475.250000 Penalty: 4896.817383
	Iteration 119Q: 3 clusters Score -2281475 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2281514.250000 Penalty: 4896.817383
	Iteration 120F: 3 clusters Score -2281514 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2281557.000000 Penalty: 4896.817383
	Iteration 121Q: 3 clusters Score -2281557 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2281601.750000 Penalty: 4896.817383
	Iteration 122Q: 3 clusters Score -2281602 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2281642.000000 Penalty: 4896.817383
	Iteration 123Q: 3 clusters Score -2281642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2281687.500000 Penalty: 4896.817383
	Iteration 124Q: 3 clusters Score -2281688 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2281723.500000 Penalty: 4896.817383
	Iteration 125Q: 3 clusters Score -2281724 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2281763.000000 Penalty: 4896.817383
	Iteration 126Q: 3 clusters Score -2281763 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2281804.250000 Penalty: 4896.817383
	Iteration 127Q: 3 clusters Score -2281804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2281831.250000 Penalty: 4896.817383
	Iteration 128Q: 3 clusters Score -2281831 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2281879.250000 Penalty: 4896.817383
	Iteration 129Q: 3 clusters Score -2281879 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2281919.000000 Penalty: 4896.817383
	Iteration 130Q: 3 clusters Score -2281919 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2281954.000000 Penalty: 4896.817383
	Iteration 131Q: 3 clusters Score -2281954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2281990.500000 Penalty: 4896.817383
	Iteration 132Q: 3 clusters Score -2281990 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2282024.000000 Penalty: 4896.817383
	Iteration 133Q: 3 clusters Score -2282024 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2282048.250000 Penalty: 4896.817383
	Iteration 134Q: 3 clusters Score -2282048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2282085.750000 Penalty: 4896.817383
	Iteration 135Q: 3 clusters Score -2282086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2282121.250000 Penalty: 4896.817383
	Iteration 136Q: 3 clusters Score -2282121 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2282145.750000 Penalty: 4896.817383
	Iteration 137Q: 3 clusters Score -2282146 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2282179.250000 Penalty: 4896.817383
	Iteration 138Q: 3 clusters Score -2282179 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2282217.000000 Penalty: 4896.817383
	Iteration 139Q: 3 clusters Score -2282217 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2282250.000000 Penalty: 4896.817383
	Iteration 140F: 3 clusters Score -2282250 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2282289.000000 Penalty: 4896.817383
	Iteration 141Q: 3 clusters Score -2282289 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2282323.000000 Penalty: 4896.817383
	Iteration 142Q: 3 clusters Score -2282323 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2282348.250000 Penalty: 4896.817383
	Iteration 143Q: 3 clusters Score -2282348 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2282373.250000 Penalty: 4896.817383
	Iteration 144Q: 3 clusters Score -2282373 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2282403.500000 Penalty: 4896.817383
	Iteration 145Q: 3 clusters Score -2282404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2282420.000000 Penalty: 4896.817383
	Iteration 146Q: 3 clusters Score -2282420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2282451.500000 Penalty: 4896.817383
	Iteration 147Q: 3 clusters Score -2282452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2282477.750000 Penalty: 4896.817383
	Iteration 148Q: 3 clusters Score -2282478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2282496.500000 Penalty: 4896.817383
	Iteration 149Q: 3 clusters Score -2282496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2282514.750000 Penalty: 4896.817383
	Iteration 150Q: 3 clusters Score -2282515 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2282528.000000 Penalty: 4896.817383
	Iteration 151Q: 3 clusters Score -2282528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2282547.500000 Penalty: 4896.817383
	Iteration 152Q: 3 clusters Score -2282548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2282565.250000 Penalty: 4896.817383
	Iteration 153Q: 3 clusters Score -2282565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2282578.750000 Penalty: 4896.817383
	Iteration 154Q: 3 clusters Score -2282579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2282598.000000 Penalty: 4896.817383
	Iteration 155Q: 3 clusters Score -2282598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2282604.250000 Penalty: 4896.817383
	Iteration 156Q: 3 clusters Score -2282604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2282615.250000 Penalty: 4896.817383
	Iteration 157Q: 3 clusters Score -2282615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2282630.500000 Penalty: 4896.817383
	Iteration 158Q: 3 clusters Score -2282630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2282635.000000 Penalty: 4896.817383
	Iteration 159Q: 3 clusters Score -2282635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2282642.500000 Penalty: 4896.817383
	Iteration 160F: 3 clusters Score -2282642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2282653.750000 Penalty: 4896.817383
	Iteration 161Q: 3 clusters Score -2282654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2282662.500000 Penalty: 4896.817383
	Iteration 162Q: 3 clusters Score -2282662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2282671.750000 Penalty: 4896.817383
	Iteration 163Q: 3 clusters Score -2282672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2282680.000000 Penalty: 4896.817383
	Iteration 164Q: 3 clusters Score -2282680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2282690.250000 Penalty: 4896.817383
	Iteration 165Q: 3 clusters Score -2282690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2282689.500000 Penalty: 4896.817383
	Iteration 166Q: 3 clusters Score -2282690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2282692.000000 Penalty: 4896.817383
	Iteration 167Q: 3 clusters Score -2282692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2282695.000000 Penalty: 4896.817383
	Iteration 168Q: 3 clusters Score -2282695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2282698.750000 Penalty: 4896.817383
	Iteration 169Q: 3 clusters Score -2282699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2282702.250000 Penalty: 4896.817383
	Iteration 170Q: 3 clusters Score -2282702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2282702.500000 Penalty: 4896.817383
	Iteration 171Q: 3 clusters Score -2282702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2282705.750000 Penalty: 4896.817383
	Iteration 172Q: 3 clusters Score -2282706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2282712.250000 Penalty: 4896.817383
	Iteration 173Q: 3 clusters Score -2282712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2282713.500000 Penalty: 4896.817383
	Iteration 174Q: 3 clusters Score -2282714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2282717.750000 Penalty: 4896.817383
	Iteration 175Q: 3 clusters Score -2282718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2282722.000000 Penalty: 4896.817383
	Iteration 176Q: 3 clusters Score -2282722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2282723.000000 Penalty: 4896.817383
	Iteration 177Q: 3 clusters Score -2282723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2282722.750000 Penalty: 4896.817383
	Iteration 178Q: 3 clusters Score -2282723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2282729.250000 Penalty: 4896.817383
	Iteration 179Q: 3 clusters Score -2282729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2282730.750000 Penalty: 4896.817383
	Iteration 180F: 3 clusters Score -2282731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2282731.500000 Penalty: 4896.817383
	Iteration 181Q: 3 clusters Score -2282732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2282734.250000 Penalty: 4896.817383
	Iteration 182Q: 3 clusters Score -2282734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2282745.000000 Penalty: 4896.817383
	Iteration 183Q: 3 clusters Score -2282745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2282746.250000 Penalty: 4896.817383
	Iteration 184Q: 3 clusters Score -2282746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2282750.000000 Penalty: 4896.817383
	Iteration 185Q: 3 clusters Score -2282750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2282750.250000 Penalty: 4896.817383
	Iteration 186Q: 3 clusters Score -2282750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2282748.250000 Penalty: 4896.817383
	Iteration 187Q: 3 clusters Score -2282748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2282748.250000 Penalty: 4896.817383
	Iteration 188F: 3 clusters Score -2282748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -56604.718750 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -56604.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55067.246094 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -55067.25 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55250.007812 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -55250.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55288.425781 Penalty: 3125.189941
	Iteration 2Q: 3 clusters Score -55288.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55314.906250 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -55314.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55328.441406 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -55328.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55330.679688 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -55330.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55332.136719 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -55332.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55334.550781 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -55334.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55336.000000 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -55336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55336.628906 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -55336.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55336.628906 Penalty: 3125.189941
	Iteration 10F: 3 clusters Score -55336.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Entering Unmasked Estep 
Score: -4766061.500000 Penalty: 2641.889160
	Iteration 0F: 2 clusters Score -4766062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -4737325.000000 Penalty: 5283.778320
	Iteration 0F: 3 clusters Score -4737325 nChanged 19515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -4748016.000000 Penalty: 5283.778320
	Iteration 1F: 3 clusters Score -4748016 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -4748437.500000 Penalty: 5283.778320
	Iteration 2Q: 3 clusters Score -4748438 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4748826.000000 Penalty: 5283.778320
	Iteration 3Q: 3 clusters Score -4748826 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -4749136.500000 Penalty: 5283.778320
	Iteration 4Q: 3 clusters Score -4749136 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -4749456.000000 Penalty: 5283.778320
	Iteration 5Q: 3 clusters Score -4749456 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -4749794.000000 Penalty: 5283.778320
	Iteration 6Q: 3 clusters Score -4749794 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -4750029.500000 Penalty: 5283.778320
	Iteration 7Q: 3 clusters Score -4750030 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -4750292.500000 Penalty: 5283.778320
	Iteration 8Q: 3 clusters Score -4750292 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -4750563.000000 Penalty: 5283.778320
	Iteration 9Q: 3 clusters Score -4750563 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4750853.500000 Penalty: 5283.778320
	Iteration 10Q: 3 clusters Score -4750854 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -4751143.000000 Penalty: 5283.778320
	Iteration 11Q: 3 clusters Score -4751143 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -4751450.000000 Penalty: 5283.778320
	Iteration 12Q: 3 clusters Score -4751450 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -4751761.500000 Penalty: 5283.778320
	Iteration 13Q: 3 clusters Score -4751762 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4752097.000000 Penalty: 5283.778320
	Iteration 14Q: 3 clusters Score -4752097 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -4752405.500000 Penalty: 5283.778320
	Iteration 15Q: 3 clusters Score -4752406 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -4752696.500000 Penalty: 5283.778320
	Iteration 16Q: 3 clusters Score -4752696 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -4753000.000000 Penalty: 5283.778320
	Iteration 17Q: 3 clusters Score -4753000 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -4753230.000000 Penalty: 5283.778320
	Iteration 18Q: 3 clusters Score -4753230 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -4753490.000000 Penalty: 5283.778320
	Iteration 19Q: 3 clusters Score -4753490 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -4753718.000000 Penalty: 5283.778320
	Iteration 20F: 3 clusters Score -4753718 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -4753975.000000 Penalty: 5283.778320
	Iteration 21Q: 3 clusters Score -4753975 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4754264.000000 Penalty: 5283.778320
	Iteration 22Q: 3 clusters Score -4754264 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -4754638.000000 Penalty: 5283.778320
	Iteration 23Q: 3 clusters Score -4754638 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -4755064.500000 Penalty: 5283.778320
	Iteration 24Q: 3 clusters Score -4755064 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -4755779.000000 Penalty: 5283.778320
	Iteration 25Q: 3 clusters Score -4755779 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -4757038.500000 Penalty: 5283.778320
	Iteration 26Q: 3 clusters Score -4757038 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -4758341.500000 Penalty: 5283.778320
	Iteration 27Q: 3 clusters Score -4758342 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4759130.500000 Penalty: 5283.778320
	Iteration 28Q: 3 clusters Score -4759130 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -4759632.000000 Penalty: 5283.778320
	Iteration 29Q: 3 clusters Score -4759632 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -4760017.500000 Penalty: 5283.778320
	Iteration 30Q: 3 clusters Score -4760018 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4760321.000000 Penalty: 5283.778320
	Iteration 31Q: 3 clusters Score -4760321 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -4760608.000000 Penalty: 5283.778320
	Iteration 32Q: 3 clusters Score -4760608 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -4760883.500000 Penalty: 5283.778320
	Iteration 33Q: 3 clusters Score -4760884 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -4761128.500000 Penalty: 5283.778320
	Iteration 34Q: 3 clusters Score -4761128 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -4761402.500000 Penalty: 5283.778320
	Iteration 35Q: 3 clusters Score -4761402 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -4761659.000000 Penalty: 5283.778320
	Iteration 36Q: 3 clusters Score -4761659 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -4761904.500000 Penalty: 5283.778320
	Iteration 37Q: 3 clusters Score -4761904 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -4762113.500000 Penalty: 5283.778320
	Iteration 38Q: 3 clusters Score -4762114 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -4762319.000000 Penalty: 5283.778320
	Iteration 39Q: 3 clusters Score -4762319 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -4762492.000000 Penalty: 5283.778320
	Iteration 40F: 3 clusters Score -4762492 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -4762712.500000 Penalty: 5283.778320
	Iteration 41Q: 3 clusters Score -4762712 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -4762893.500000 Penalty: 5283.778320
	Iteration 42Q: 3 clusters Score -4762894 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -4763026.000000 Penalty: 5283.778320
	Iteration 43Q: 3 clusters Score -4763026 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -4763173.000000 Penalty: 5283.778320
	Iteration 44Q: 3 clusters Score -4763173 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -4763277.000000 Penalty: 5283.778320
	Iteration 45Q: 3 clusters Score -4763277 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -4763367.000000 Penalty: 5283.778320
	Iteration 46Q: 3 clusters Score -4763367 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -4763439.000000 Penalty: 5283.778320
	Iteration 47Q: 3 clusters Score -4763439 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -4763486.000000 Penalty: 5283.778320
	Iteration 48Q: 3 clusters Score -4763486 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -4763526.000000 Penalty: 5283.778320
	Iteration 49Q: 3 clusters Score -4763526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -4763557.000000 Penalty: 5283.778320
	Iteration 50Q: 3 clusters Score -4763557 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -4763598.000000 Penalty: 5283.778320
	Iteration 51Q: 3 clusters Score -4763598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -4763614.500000 Penalty: 5283.778320
	Iteration 52Q: 3 clusters Score -4763614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -4763637.500000 Penalty: 5283.778320
	Iteration 53Q: 3 clusters Score -4763638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -4763653.000000 Penalty: 5283.778320
	Iteration 54Q: 3 clusters Score -4763653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -4763672.000000 Penalty: 5283.778320
	Iteration 55Q: 3 clusters Score -4763672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -4763681.000000 Penalty: 5283.778320
	Iteration 56Q: 3 clusters Score -4763681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -4763694.500000 Penalty: 5283.778320
	Iteration 57Q: 3 clusters Score -4763694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -4763695.500000 Penalty: 5283.778320
	Iteration 58Q: 3 clusters Score -4763696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -4763710.000000 Penalty: 5283.778320
	Iteration 59Q: 3 clusters Score -4763710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -4763722.000000 Penalty: 5283.778320
	Iteration 60F: 3 clusters Score -4763722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -4763733.500000 Penalty: 5283.778320
	Iteration 61Q: 3 clusters Score -4763734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -4763736.500000 Penalty: 5283.778320
	Iteration 62Q: 3 clusters Score -4763736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -4763733.500000 Penalty: 5283.778320
	Iteration 63Q: 3 clusters Score -4763734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -4763734.000000 Penalty: 5283.778320
	Iteration 64Q: 3 clusters Score -4763734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -4763739.000000 Penalty: 5283.778320
	Iteration 65Q: 3 clusters Score -4763739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -4763747.500000 Penalty: 5283.778320
	Iteration 66Q: 3 clusters Score -4763748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -4763748.500000 Penalty: 5283.778320
	Iteration 67Q: 3 clusters Score -4763748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -4763746.000000 Penalty: 5283.778320
	Iteration 68Q: 3 clusters Score -4763746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -4763754.500000 Penalty: 5283.778320
	Iteration 69Q: 3 clusters Score -4763754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -4763751.000000 Penalty: 5283.778320
	Iteration 70Q: 3 clusters Score -4763751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -4763746.500000 Penalty: 5283.778320
	Iteration 71Q: 3 clusters Score -4763746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -4763752.500000 Penalty: 5283.778320
	Iteration 72Q: 3 clusters Score -4763752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -4763752.000000 Penalty: 5283.778320
	Iteration 73Q: 3 clusters Score -4763752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -4763752.000000 Penalty: 5283.778320
	Iteration 74Q: 3 clusters Score -4763752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -4763757.500000 Penalty: 5283.778320
	Iteration 75Q: 3 clusters Score -4763758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -4763757.500000 Penalty: 5283.778320
	Iteration 76F: 3 clusters Score -4763758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Entering Unmasked Estep 
Score: -638433.250000 Penalty: 2140.767578
	Iteration 0F: 2 clusters Score -638433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -633501.125000 Penalty: 4281.535156
	Iteration 0F: 3 clusters Score -633501.1 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -634662.437500 Penalty: 4281.535156
	Iteration 1F: 3 clusters Score -634662.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -634891.187500 Penalty: 4281.535156
	Iteration 2F: 3 clusters Score -634891.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -635024.562500 Penalty: 4281.535156
	Iteration 3F: 3 clusters Score -635024.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -635103.125000 Penalty: 4281.535156
	Iteration 4Q: 3 clusters Score -635103.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -635160.625000 Penalty: 4281.535156
	Iteration 5Q: 3 clusters Score -635160.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -635200.687500 Penalty: 4281.535156
	Iteration 6Q: 3 clusters Score -635200.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -635231.875000 Penalty: 4281.535156
	Iteration 7Q: 3 clusters Score -635231.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -635247.937500 Penalty: 4281.535156
	Iteration 8Q: 3 clusters Score -635247.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -635260.875000 Penalty: 4281.535156
	Iteration 9Q: 3 clusters Score -635260.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -635270.812500 Penalty: 4281.535156
	Iteration 10Q: 3 clusters Score -635270.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -635278.062500 Penalty: 4281.535156
	Iteration 11Q: 3 clusters Score -635278.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -635285.250000 Penalty: 4281.535156
	Iteration 12Q: 3 clusters Score -635285.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -635293.937500 Penalty: 4281.535156
	Iteration 13Q: 3 clusters Score -635293.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -635306.750000 Penalty: 4281.535156
	Iteration 14Q: 3 clusters Score -635306.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -635319.687500 Penalty: 4281.535156
	Iteration 15Q: 3 clusters Score -635319.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -635330.937500 Penalty: 4281.535156
	Iteration 16Q: 3 clusters Score -635330.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -635341.500000 Penalty: 4281.535156
	Iteration 17Q: 3 clusters Score -635341.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -635350.062500 Penalty: 4281.535156
	Iteration 18Q: 3 clusters Score -635350.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -635357.500000 Penalty: 4281.535156
	Iteration 19Q: 3 clusters Score -635357.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -635365.312500 Penalty: 4281.535156
	Iteration 20F: 3 clusters Score -635365.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -635371.812500 Penalty: 4281.535156
	Iteration 21Q: 3 clusters Score -635371.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -635375.125000 Penalty: 4281.535156
	Iteration 22Q: 3 clusters Score -635375.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -635376.812500 Penalty: 4281.535156
	Iteration 23Q: 3 clusters Score -635376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -635378.750000 Penalty: 4281.535156
	Iteration 24Q: 3 clusters Score -635378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -635380.687500 Penalty: 4281.535156
	Iteration 25Q: 3 clusters Score -635380.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -635382.062500 Penalty: 4281.535156
	Iteration 26Q: 3 clusters Score -635382.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -635383.875000 Penalty: 4281.535156
	Iteration 27Q: 3 clusters Score -635383.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -635385.500000 Penalty: 4281.535156
	Iteration 28Q: 3 clusters Score -635385.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -635385.312500 Penalty: 4281.535156
	Iteration 29Q: 3 clusters Score -635385.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -635386.500000 Penalty: 4281.535156
	Iteration 30Q: 3 clusters Score -635386.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -635386.375000 Penalty: 4281.535156
	Iteration 31Q: 3 clusters Score -635386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -635386.375000 Penalty: 4281.535156
	Iteration 32F: 3 clusters Score -635386.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Entering Unmasked Estep 
Score: -1867958.000000 Penalty: 2399.092285
	Iteration 0F: 2 clusters Score -1867958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1856533.500000 Penalty: 4798.184570
	Iteration 0F: 3 clusters Score -1856534 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1860120.000000 Penalty: 4798.184570
	Iteration 1F: 3 clusters Score -1860120 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1860537.250000 Penalty: 4798.184570
	Iteration 2F: 3 clusters Score -1860537 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1860967.625000 Penalty: 4798.184570
	Iteration 3F: 3 clusters Score -1860968 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1861427.875000 Penalty: 4798.184570
	Iteration 4F: 3 clusters Score -1861428 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1861908.500000 Penalty: 4798.184570
	Iteration 5F: 3 clusters Score -1861908 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1862535.125000 Penalty: 4798.184570
	Iteration 6F: 3 clusters Score -1862535 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1863267.750000 Penalty: 4798.184570
	Iteration 7F: 3 clusters Score -1863268 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1864045.875000 Penalty: 4798.184570
	Iteration 8F: 3 clusters Score -1864046 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1864690.250000 Penalty: 4798.184570
	Iteration 9Q: 3 clusters Score -1864690 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1865075.875000 Penalty: 4798.184570
	Iteration 10Q: 3 clusters Score -1865076 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1865259.750000 Penalty: 4798.184570
	Iteration 11Q: 3 clusters Score -1865260 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1865369.500000 Penalty: 4798.184570
	Iteration 12Q: 3 clusters Score -1865370 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1865436.875000 Penalty: 4798.184570
	Iteration 13Q: 3 clusters Score -1865437 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1865501.250000 Penalty: 4798.184570
	Iteration 14Q: 3 clusters Score -1865501 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1865547.250000 Penalty: 4798.184570
	Iteration 15Q: 3 clusters Score -1865547 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1865589.000000 Penalty: 4798.184570
	Iteration 16Q: 3 clusters Score -1865589 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1865611.125000 Penalty: 4798.184570
	Iteration 17Q: 3 clusters Score -1865611 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1865629.000000 Penalty: 4798.184570
	Iteration 18Q: 3 clusters Score -1865629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1865651.000000 Penalty: 4798.184570
	Iteration 19Q: 3 clusters Score -1865651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1865659.125000 Penalty: 4798.184570
	Iteration 20F: 3 clusters Score -1865659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1865678.750000 Penalty: 4798.184570
	Iteration 21Q: 3 clusters Score -1865679 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1865691.625000 Penalty: 4798.184570
	Iteration 22Q: 3 clusters Score -1865692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1865707.875000 Penalty: 4798.184570
	Iteration 23Q: 3 clusters Score -1865708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1865716.125000 Penalty: 4798.184570
	Iteration 24Q: 3 clusters Score -1865716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1865726.500000 Penalty: 4798.184570
	Iteration 25Q: 3 clusters Score -1865726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1865734.500000 Penalty: 4798.184570
	Iteration 26Q: 3 clusters Score -1865734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1865748.125000 Penalty: 4798.184570
	Iteration 27Q: 3 clusters Score -1865748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1865762.125000 Penalty: 4798.184570
	Iteration 28Q: 3 clusters Score -1865762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1865775.250000 Penalty: 4798.184570
	Iteration 29Q: 3 clusters Score -1865775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1865785.125000 Penalty: 4798.184570
	Iteration 30Q: 3 clusters Score -1865785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1865795.000000 Penalty: 4798.184570
	Iteration 31Q: 3 clusters Score -1865795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1865808.625000 Penalty: 4798.184570
	Iteration 32Q: 3 clusters Score -1865809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1865817.125000 Penalty: 4798.184570
	Iteration 33Q: 3 clusters Score -1865817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1865818.875000 Penalty: 4798.184570
	Iteration 34Q: 3 clusters Score -1865819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1865826.250000 Penalty: 4798.184570
	Iteration 35Q: 3 clusters Score -1865826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1865833.750000 Penalty: 4798.184570
	Iteration 36Q: 3 clusters Score -1865834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1865839.250000 Penalty: 4798.184570
	Iteration 37Q: 3 clusters Score -1865839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1865844.125000 Penalty: 4798.184570
	Iteration 38Q: 3 clusters Score -1865844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1865851.250000 Penalty: 4798.184570
	Iteration 39Q: 3 clusters Score -1865851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1865854.250000 Penalty: 4798.184570
	Iteration 40F: 3 clusters Score -1865854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1865857.000000 Penalty: 4798.184570
	Iteration 41Q: 3 clusters Score -1865857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1865857.500000 Penalty: 4798.184570
	Iteration 42Q: 3 clusters Score -1865858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1865860.500000 Penalty: 4798.184570
	Iteration 43Q: 3 clusters Score -1865860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1865865.625000 Penalty: 4798.184570
	Iteration 44Q: 3 clusters Score -1865866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1865869.875000 Penalty: 4798.184570
	Iteration 45Q: 3 clusters Score -1865870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1865876.625000 Penalty: 4798.184570
	Iteration 46Q: 3 clusters Score -1865877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1865875.625000 Penalty: 4798.184570
	Iteration 47Q: 3 clusters Score -1865876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1865876.375000 Penalty: 4798.184570
	Iteration 48Q: 3 clusters Score -1865876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1865889.125000 Penalty: 4798.184570
	Iteration 49Q: 3 clusters Score -1865889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1865895.000000 Penalty: 4798.184570
	Iteration 50Q: 3 clusters Score -1865895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1865904.875000 Penalty: 4798.184570
	Iteration 51Q: 3 clusters Score -1865905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1865907.625000 Penalty: 4798.184570
	Iteration 52Q: 3 clusters Score -1865908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1865906.625000 Penalty: 4798.184570
	Iteration 53Q: 3 clusters Score -1865907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1865906.875000 Penalty: 4798.184570
	Iteration 54Q: 3 clusters Score -1865907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1865907.125000 Penalty: 4798.184570
	Iteration 55Q: 3 clusters Score -1865907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1865907.625000 Penalty: 4798.184570
	Iteration 56Q: 3 clusters Score -1865908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1865908.000000 Penalty: 4798.184570
	Iteration 57Q: 3 clusters Score -1865908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1865908.000000 Penalty: 4798.184570
	Iteration 58F: 3 clusters Score -1865908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -82184.937500 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -82184.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80464.093750 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -80464.09 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80650.921875 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -80650.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80707.500000 Penalty: 3284.877197
	Iteration 2Q: 3 clusters Score -80707.5 nChanged 13
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: -80727.046875 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -80727.05 nChanged 8
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: -80736.328125 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -80736.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -80739.335938 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -80739.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -80739.335938 Penalty: 3284.877197
	Iteration 6F: 3 clusters Score -80739.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -75657.304688 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -75657.3 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 402 members 
Entering Unmasked Estep 
Score: -74101.664062 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -74101.66 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74770.609375 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -74770.61 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -75254.679688 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -75254.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -75604.406250 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -75604.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -75996.875000 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -75996.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -76329.476562 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -76329.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -76437.351562 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -76437.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -76616.125000 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -76616.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -76666.484375 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -76666.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -76668.851562 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -76668.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -76673.984375 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -76673.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -76673.984375 Penalty: 3301.736328
	Iteration 11F: 3 clusters Score -76673.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 198 members 
Mstep: Class 3 contains 331299 members 
Mstep: Class 4 contains 36241 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11029 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20249 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16440 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35822 members 
Mstep: Class 13 contains 65472 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19392 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 15895 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 580 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65447 members 
Mstep: Class 24 contains 91209 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92685968.000000 Penalty: 91179.304688
Splitting cluster 21 changes total score from -92686800.000000 to -92685968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -110955.218750 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -110955.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -108963.585938 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -108963.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -109360.156250 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -109360.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -109529.250000 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -109529.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -109669.453125 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -109669.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -109761.218750 Penalty: 3461.656006
	Iteration 4Q: 3 clusters Score -109761.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -109851.195312 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -109851.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -109951.664062 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -109951.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -110104.835938 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -110104.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -110241.414062 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -110241.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -110403.539062 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -110403.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -110876.656250 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -110876.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111312.531250 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -111312.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -111452.976562 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -111453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -111599.812500 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -111599.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111741.218750 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -111741.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111923.242188 Penalty: 3461.656006
	Iteration 15Q: 3 clusters Score -111923.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -112005.734375 Penalty: 3461.656006
	Iteration 16Q: 3 clusters Score -112005.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112022.179688 Penalty: 3461.656006
	Iteration 17Q: 3 clusters Score -112022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112038.367188 Penalty: 3461.656006
	Iteration 18Q: 3 clusters Score -112038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112041.656250 Penalty: 3461.656006
	Iteration 19Q: 3 clusters Score -112041.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112043.281250 Penalty: 3461.656006
	Iteration 20F: 3 clusters Score -112043.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 331299 members 
Mstep: Class 4 contains 36241 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11029 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20249 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16440 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35822 members 
Mstep: Class 13 contains 65472 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19392 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 15895 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 645 members 
Mstep: Class 23 contains 65447 members 
Mstep: Class 24 contains 91209 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686168.000000 Penalty: 91179.304688
Splitting cluster 22 changes total score from -92686800.000000 to -92686168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (65447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Entering Unmasked Estep 
Score: -7693867.000000 Penalty: 2750.071045
	Iteration 0F: 2 clusters Score -7693867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -7650011.000000 Penalty: 5500.142090
	Iteration 0F: 3 clusters Score -7650011 nChanged 30469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -7667153.000000 Penalty: 5500.142090
	Iteration 1F: 3 clusters Score -7667153 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -7667838.500000 Penalty: 5500.142090
	Iteration 2Q: 3 clusters Score -7667838 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -7668709.000000 Penalty: 5500.142090
	Iteration 3Q: 3 clusters Score -7668709 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -7670121.500000 Penalty: 5500.142090
	Iteration 4Q: 3 clusters Score -7670122 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -7672322.000000 Penalty: 5500.142090
	Iteration 5F: 3 clusters Score -7672322 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -7675865.000000 Penalty: 5500.142090
	Iteration 6F: 3 clusters Score -7675865 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -7680458.500000 Penalty: 5500.142090
	Iteration 7F: 3 clusters Score -7680458 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -7684916.500000 Penalty: 5500.142090
	Iteration 8F: 3 clusters Score -7684916 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -7688255.500000 Penalty: 5500.142090
	Iteration 9F: 3 clusters Score -7688256 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7690001.000000 Penalty: 5500.142090
	Iteration 10Q: 3 clusters Score -7690001 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7690742.500000 Penalty: 5500.142090
	Iteration 11Q: 3 clusters Score -7690742 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7691115.500000 Penalty: 5500.142090
	Iteration 12Q: 3 clusters Score -7691116 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7691273.000000 Penalty: 5500.142090
	Iteration 13Q: 3 clusters Score -7691273 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7691357.000000 Penalty: 5500.142090
	Iteration 14Q: 3 clusters Score -7691357 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7691418.000000 Penalty: 5500.142090
	Iteration 15Q: 3 clusters Score -7691418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7691465.500000 Penalty: 5500.142090
	Iteration 16Q: 3 clusters Score -7691466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7691501.500000 Penalty: 5500.142090
	Iteration 17Q: 3 clusters Score -7691502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7691505.000000 Penalty: 5500.142090
	Iteration 18Q: 3 clusters Score -7691505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7691519.000000 Penalty: 5500.142090
	Iteration 19Q: 3 clusters Score -7691519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7691526.000000 Penalty: 5500.142090
	Iteration 20F: 3 clusters Score -7691526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7691533.500000 Penalty: 5500.142090
	Iteration 21Q: 3 clusters Score -7691534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7691534.500000 Penalty: 5500.142090
	Iteration 22Q: 3 clusters Score -7691534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7691534.500000 Penalty: 5500.142090
	Iteration 23Q: 3 clusters Score -7691534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7691548.000000 Penalty: 5500.142090
	Iteration 24Q: 3 clusters Score -7691548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7691546.500000 Penalty: 5500.142090
	Iteration 25Q: 3 clusters Score -7691546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7691554.000000 Penalty: 5500.142090
	Iteration 26Q: 3 clusters Score -7691554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7691556.500000 Penalty: 5500.142090
	Iteration 27Q: 3 clusters Score -7691556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7691556.500000 Penalty: 5500.142090
	Iteration 28F: 3 clusters Score -7691556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (91209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91209 members 
Entering Unmasked Estep 
Score: -10597548.000000 Penalty: 2832.385498
	Iteration 0F: 2 clusters Score -1.059755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -10536635.000000 Penalty: 5664.770996
	Iteration 0F: 3 clusters Score -1.053664e+07 nChanged 42942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -10560951.000000 Penalty: 5664.770996
	Iteration 1F: 3 clusters Score -1.056095e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -10561791.000000 Penalty: 5664.770996
	Iteration 2Q: 3 clusters Score -1.056179e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -10562612.000000 Penalty: 5664.770996
	Iteration 3Q: 3 clusters Score -1.056261e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -10563740.000000 Penalty: 5664.770996
	Iteration 4Q: 3 clusters Score -1.056374e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -10565297.000000 Penalty: 5664.770996
	Iteration 5Q: 3 clusters Score -1.05653e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -10568136.000000 Penalty: 5664.770996
	Iteration 6F: 3 clusters Score -1.056814e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -10572574.000000 Penalty: 5664.770996
	Iteration 7F: 3 clusters Score -1.057257e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -10578520.000000 Penalty: 5664.770996
	Iteration 8F: 3 clusters Score -1.057852e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78501 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -10584678.000000 Penalty: 5664.770996
	Iteration 9F: 3 clusters Score -1.058468e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -10589533.000000 Penalty: 5664.770996
	Iteration 10F: 3 clusters Score -1.058953e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -10592418.000000 Penalty: 5664.770996
	Iteration 11Q: 3 clusters Score -1.059242e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -10593951.000000 Penalty: 5664.770996
	Iteration 12Q: 3 clusters Score -1.059395e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -10594710.000000 Penalty: 5664.770996
	Iteration 13Q: 3 clusters Score -1.059471e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89103 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -10595015.000000 Penalty: 5664.770996
	Iteration 14Q: 3 clusters Score -1.059502e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -10595231.000000 Penalty: 5664.770996
	Iteration 15Q: 3 clusters Score -1.059523e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10595335.000000 Penalty: 5664.770996
	Iteration 16Q: 3 clusters Score -1.059534e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -10595378.000000 Penalty: 5664.770996
	Iteration 17Q: 3 clusters Score -1.059538e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89552 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -10595427.000000 Penalty: 5664.770996
	Iteration 18Q: 3 clusters Score -1.059543e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89592 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -10595465.000000 Penalty: 5664.770996
	Iteration 19Q: 3 clusters Score -1.059546e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -10595515.000000 Penalty: 5664.770996
	Iteration 20F: 3 clusters Score -1.059552e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89669 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -10595527.000000 Penalty: 5664.770996
	Iteration 21Q: 3 clusters Score -1.059553e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -10595533.000000 Penalty: 5664.770996
	Iteration 22Q: 3 clusters Score -1.059553e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89705 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10595550.000000 Penalty: 5664.770996
	Iteration 23Q: 3 clusters Score -1.059555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -10595556.000000 Penalty: 5664.770996
	Iteration 24Q: 3 clusters Score -1.059556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -10595555.000000 Penalty: 5664.770996
	Iteration 25Q: 3 clusters Score -1.059556e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -10595576.000000 Penalty: 5664.770996
	Iteration 26Q: 3 clusters Score -1.059558e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89752 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -10595586.000000 Penalty: 5664.770996
	Iteration 27Q: 3 clusters Score -1.059559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89763 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10595589.000000 Penalty: 5664.770996
	Iteration 28Q: 3 clusters Score -1.059559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89773 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -10595606.000000 Penalty: 5664.770996
	Iteration 29Q: 3 clusters Score -1.059561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89777 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -10595609.000000 Penalty: 5664.770996
	Iteration 30Q: 3 clusters Score -1.059561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89783 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -10595611.000000 Penalty: 5664.770996
	Iteration 31Q: 3 clusters Score -1.059561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89790 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10595612.000000 Penalty: 5664.770996
	Iteration 32Q: 3 clusters Score -1.059561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -10595615.000000 Penalty: 5664.770996
	Iteration 33Q: 3 clusters Score -1.059562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -10595626.000000 Penalty: 5664.770996
	Iteration 34Q: 3 clusters Score -1.059563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -10595618.000000 Penalty: 5664.770996
	Iteration 35Q: 3 clusters Score -1.059562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10595616.000000 Penalty: 5664.770996
	Iteration 36Q: 3 clusters Score -1.059562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -10595612.000000 Penalty: 5664.770996
	Iteration 37Q: 3 clusters Score -1.059561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10595615.000000 Penalty: 5664.770996
	Iteration 38Q: 3 clusters Score -1.059562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10595628.000000 Penalty: 5664.770996
	Iteration 39Q: 3 clusters Score -1.059563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -10595628.000000 Penalty: 5664.770996
	Iteration 40F: 3 clusters Score -1.059563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -10595632.000000 Penalty: 5664.770996
	Iteration 41Q: 3 clusters Score -1.059563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -10595638.000000 Penalty: 5664.770996
	Iteration 42Q: 3 clusters Score -1.059564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89804 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -10595634.000000 Penalty: 5664.770996
	Iteration 43Q: 3 clusters Score -1.059563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -10595636.000000 Penalty: 5664.770996
	Iteration 44Q: 3 clusters Score -1.059564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10595627.000000 Penalty: 5664.770996
	Iteration 45Q: 3 clusters Score -1.059563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89817 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10595623.000000 Penalty: 5664.770996
	Iteration 46Q: 3 clusters Score -1.059562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10595639.000000 Penalty: 5664.770996
	Iteration 47Q: 3 clusters Score -1.059564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89823 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -10595637.000000 Penalty: 5664.770996
	Iteration 48Q: 3 clusters Score -1.059564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -10595638.000000 Penalty: 5664.770996
	Iteration 49Q: 3 clusters Score -1.059564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -10595641.000000 Penalty: 5664.770996
	Iteration 50Q: 3 clusters Score -1.059564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -10595639.000000 Penalty: 5664.770996
	Iteration 51Q: 3 clusters Score -1.059564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89822 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10595639.000000 Penalty: 5664.770996
	Iteration 52Q: 3 clusters Score -1.059564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10595639.000000 Penalty: 5664.770996
	Iteration 53Q: 3 clusters Score -1.059564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10595639.000000 Penalty: 5664.770996
	Iteration 54F: 3 clusters Score -1.059564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -248294.031250 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -248294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -245615.328125 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -245615.3 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -246100.031250 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -246100 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -246201.812500 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -246201.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -246263.203125 Penalty: 3806.149170
	Iteration 3Q: 3 clusters Score -246263.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -246302.781250 Penalty: 3806.149170
	Iteration 4Q: 3 clusters Score -246302.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -246320.578125 Penalty: 3806.149170
	Iteration 5Q: 3 clusters Score -246320.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -246333.625000 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -246333.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -246345.375000 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -246345.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -246352.015625 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -246352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -246355.937500 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -246355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -246361.968750 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -246362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -246365.906250 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -246365.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -246374.171875 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -246374.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -246384.328125 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -246384.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -246393.359375 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -246393.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -246398.500000 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -246398.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -246400.375000 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -246400.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -246402.140625 Penalty: 3806.149170
	Iteration 17Q: 3 clusters Score -246402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -246403.062500 Penalty: 3806.149170
	Iteration 18Q: 3 clusters Score -246403.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -246404.984375 Penalty: 3806.149170
	Iteration 19Q: 3 clusters Score -246405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -246408.312500 Penalty: 3806.149170
	Iteration 20F: 3 clusters Score -246408.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -246409.750000 Penalty: 3806.149170
	Iteration 21Q: 3 clusters Score -246409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -246411.453125 Penalty: 3806.149170
	Iteration 22Q: 3 clusters Score -246411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -246413.343750 Penalty: 3806.149170
	Iteration 23Q: 3 clusters Score -246413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -246415.093750 Penalty: 3806.149170
	Iteration 24Q: 3 clusters Score -246415.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -246417.265625 Penalty: 3806.149170
	Iteration 25Q: 3 clusters Score -246417.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -246418.046875 Penalty: 3806.149170
	Iteration 26Q: 3 clusters Score -246418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -246420.125000 Penalty: 3806.149170
	Iteration 27Q: 3 clusters Score -246420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -246420.312500 Penalty: 3806.149170
	Iteration 28Q: 3 clusters Score -246420.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -246420.312500 Penalty: 3806.149170
	Iteration 29F: 3 clusters Score -246420.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -70089.312500 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -70089.31 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: -68533.710938 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -68533.71 nChanged 207
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: -69563.304688 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -69563.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -70295.359375 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -70295.36 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -70705.164062 Penalty: 3274.883545
	Iteration 3F: 3 clusters Score -70705.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -70859.304688 Penalty: 3274.883545
	Iteration 4Q: 3 clusters Score -70859.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -70909.507812 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -70909.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -70928.203125 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -70928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -70936.054688 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -70936.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -70945.859375 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -70945.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -70953.000000 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -70953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -70968.085938 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -70968.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -70982.289062 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -70982.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -70982.289062 Penalty: 3274.883545
	Iteration 12F: 3 clusters Score -70982.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 331299 members 
Mstep: Class 4 contains 36241 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11029 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20249 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16440 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35822 members 
Mstep: Class 13 contains 65472 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19392 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 15895 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65447 members 
Mstep: Class 24 contains 91209 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 163 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92685816.000000 Penalty: 91179.304688
Splitting cluster 26 changes total score from -92686800.000000 to -92685816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -22942.414062 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -22942.41 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 112 members 
Entering Unmasked Estep 
Score: -21744.437500 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -21744.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21871.570312 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -21871.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21936.074219 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -21936.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21977.761719 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -21977.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21990.076172 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -21990.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22000.064453 Penalty: 2724.558594
	Iteration 5Q: 3 clusters Score -22000.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22006.431641 Penalty: 2724.558594
	Iteration 6Q: 3 clusters Score -22006.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22006.431641 Penalty: 2724.558594
	Iteration 7F: 3 clusters Score -22006.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 3 contains 331299 members 
Mstep: Class 4 contains 36241 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11029 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20249 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16440 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35822 members 
Mstep: Class 13 contains 65472 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19392 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 15895 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65447 members 
Mstep: Class 24 contains 91209 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686720.000000 Penalty: 87802.296875
Iteration 199Q: 27 clusters Score -9.268672e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 3 contains 331298 members 
Mstep: Class 4 contains 36247 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11029 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20257 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16444 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35829 members 
Mstep: Class 13 contains 65476 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19394 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 15899 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65442 members 
Mstep: Class 24 contains 91181 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686752.000000 Penalty: 87802.296875
Iteration 200F: 27 clusters Score -9.268675e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 3 contains 331290 members 
Mstep: Class 4 contains 36253 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11028 members 
Mstep: Class 7 contains 13039 members 
Mstep: Class 8 contains 20266 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16448 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35831 members 
Mstep: Class 13 contains 65479 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19398 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 15901 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65438 members 
Mstep: Class 24 contains 91159 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686784.000000 Penalty: 87802.296875
Iteration 201Q: 27 clusters Score -9.268678e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 3 contains 331291 members 
Mstep: Class 4 contains 36260 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11028 members 
Mstep: Class 7 contains 13040 members 
Mstep: Class 8 contains 20268 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16456 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 35831 members 
Mstep: Class 13 contains 65479 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19400 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42307 members 
Mstep: Class 18 contains 5610 members 
Mstep: Class 19 contains 15905 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65437 members 
Mstep: Class 24 contains 91133 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686712.000000 Penalty: 87802.296875
Iteration 202Q: 27 clusters Score -9.268671e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 3 contains 331277 members 
Mstep: Class 4 contains 36268 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11026 members 
Mstep: Class 7 contains 13040 members 
Mstep: Class 8 contains 20273 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16464 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 35832 members 
Mstep: Class 13 contains 65478 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19401 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42306 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 15908 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65441 members 
Mstep: Class 24 contains 91118 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686624.000000 Penalty: 87802.296875
Iteration 203Q: 27 clusters Score -9.268662e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 3 contains 331273 members 
Mstep: Class 4 contains 36276 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11026 members 
Mstep: Class 7 contains 13039 members 
Mstep: Class 8 contains 20282 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16467 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35833 members 
Mstep: Class 13 contains 65479 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19403 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42306 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 15909 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65441 members 
Mstep: Class 24 contains 91098 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686696.000000 Penalty: 87802.296875
Iteration 204Q: 27 clusters Score -9.26867e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 3 contains 331265 members 
Mstep: Class 4 contains 36286 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11025 members 
Mstep: Class 7 contains 13039 members 
Mstep: Class 8 contains 20289 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16472 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 35835 members 
Mstep: Class 13 contains 65480 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19406 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42307 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15910 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65442 members 
Mstep: Class 24 contains 91073 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686736.000000 Penalty: 87802.296875
Iteration 205Q: 27 clusters Score -9.268674e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 3 contains 331264 members 
Mstep: Class 4 contains 36285 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11024 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20294 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16476 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 35833 members 
Mstep: Class 13 contains 65482 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 19410 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42306 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15912 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65445 members 
Mstep: Class 24 contains 91059 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686720.000000 Penalty: 87802.296875
Iteration 206Q: 27 clusters Score -9.268672e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 3 contains 331264 members 
Mstep: Class 4 contains 36286 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11022 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20296 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16482 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 35833 members 
Mstep: Class 13 contains 65482 members 
Mstep: Class 14 contains 3345 members 
Mstep: Class 15 contains 19413 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42305 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15916 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65448 members 
Mstep: Class 24 contains 91043 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686728.000000 Penalty: 87802.296875
Iteration 207Q: 27 clusters Score -9.268673e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 3 contains 331257 members 
Mstep: Class 4 contains 36285 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11020 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20298 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16490 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 35837 members 
Mstep: Class 13 contains 65484 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 19418 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42305 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15919 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65453 members 
Mstep: Class 24 contains 91022 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686784.000000 Penalty: 87802.296875
Iteration 208Q: 27 clusters Score -9.268678e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 3 contains 331245 members 
Mstep: Class 4 contains 36285 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11020 members 
Mstep: Class 7 contains 13039 members 
Mstep: Class 8 contains 20301 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16496 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 35841 members 
Mstep: Class 13 contains 65488 members 
Mstep: Class 14 contains 3343 members 
Mstep: Class 15 contains 19421 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42306 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15923 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65457 members 
Mstep: Class 24 contains 91002 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686816.000000 Penalty: 87802.296875
Iteration 209Q: 27 clusters Score -9.268682e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 3 contains 331252 members 
Mstep: Class 4 contains 36286 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11019 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20302 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16501 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 35844 members 
Mstep: Class 13 contains 65488 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19423 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42306 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15927 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65462 members 
Mstep: Class 24 contains 90972 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686880.000000 Penalty: 87802.296875
Iteration 210Q: 27 clusters Score -9.268688e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 3 contains 331264 members 
Mstep: Class 4 contains 36289 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11018 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20303 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16505 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 35847 members 
Mstep: Class 13 contains 65488 members 
Mstep: Class 14 contains 3343 members 
Mstep: Class 15 contains 19425 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42303 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15930 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65466 members 
Mstep: Class 24 contains 90945 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686816.000000 Penalty: 87802.296875
Iteration 211Q: 27 clusters Score -9.268682e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 3 contains 331264 members 
Mstep: Class 4 contains 36293 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11018 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20303 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16510 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 35851 members 
Mstep: Class 13 contains 65490 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19427 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42302 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15933 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65470 members 
Mstep: Class 24 contains 90923 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686856.000000 Penalty: 87802.296875
Iteration 212Q: 27 clusters Score -9.268686e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 3 contains 331267 members 
Mstep: Class 4 contains 36295 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11018 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20303 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16512 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 35856 members 
Mstep: Class 13 contains 65493 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19430 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42301 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15937 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65476 members 
Mstep: Class 24 contains 90897 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686912.000000 Penalty: 87802.296875
Iteration 213Q: 27 clusters Score -9.268691e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 3 contains 331267 members 
Mstep: Class 4 contains 36302 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11018 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20302 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16514 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 35864 members 
Mstep: Class 13 contains 65495 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19432 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42302 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15942 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65481 members 
Mstep: Class 24 contains 90866 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686840.000000 Penalty: 87802.296875
Iteration 214Q: 27 clusters Score -9.268684e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 3 contains 331269 members 
Mstep: Class 4 contains 36308 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11018 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20303 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16515 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 35870 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19433 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42303 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15944 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65489 members 
Mstep: Class 24 contains 90834 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686936.000000 Penalty: 87802.296875
Iteration 215Q: 27 clusters Score -9.268694e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 3 contains 331263 members 
Mstep: Class 4 contains 36314 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11018 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20306 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16515 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 35876 members 
Mstep: Class 13 contains 65497 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19435 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42302 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15943 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65496 members 
Mstep: Class 24 contains 90816 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686928.000000 Penalty: 87802.296875
Iteration 216Q: 27 clusters Score -9.268693e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 3 contains 331257 members 
Mstep: Class 4 contains 36322 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11018 members 
Mstep: Class 7 contains 13040 members 
Mstep: Class 8 contains 20310 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16517 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 35882 members 
Mstep: Class 13 contains 65497 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19436 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42300 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15944 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65500 members 
Mstep: Class 24 contains 90799 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686968.000000 Penalty: 87802.296875
Iteration 217Q: 27 clusters Score -9.268697e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 3 contains 331253 members 
Mstep: Class 4 contains 36326 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11018 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20313 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16517 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 35886 members 
Mstep: Class 13 contains 65497 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19437 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42301 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15947 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65500 members 
Mstep: Class 24 contains 90786 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686888.000000 Penalty: 87802.296875
Iteration 218Q: 27 clusters Score -9.268689e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 3 contains 331260 members 
Mstep: Class 4 contains 36328 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11018 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20317 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16516 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35888 members 
Mstep: Class 13 contains 65497 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19437 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42300 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15947 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65500 members 
Mstep: Class 24 contains 90774 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686904.000000 Penalty: 87802.296875
Iteration 219Q: 27 clusters Score -9.26869e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 3 contains 331258 members 
Mstep: Class 4 contains 36331 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11018 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20320 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16516 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35895 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19438 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42300 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15948 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65500 members 
Mstep: Class 24 contains 90762 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687008.000000 Penalty: 87802.296875
Iteration 220F: 27 clusters Score -9.268701e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 3 contains 331251 members 
Mstep: Class 4 contains 36333 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11018 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20324 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16516 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35900 members 
Mstep: Class 13 contains 65497 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19437 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42300 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15950 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65502 members 
Mstep: Class 24 contains 90753 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687000.000000 Penalty: 87802.296875
Iteration 221Q: 27 clusters Score -9.2687e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 3 contains 331258 members 
Mstep: Class 4 contains 36329 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20331 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16516 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35902 members 
Mstep: Class 13 contains 65498 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19438 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42299 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15953 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65502 members 
Mstep: Class 24 contains 90737 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686976.000000 Penalty: 87802.296875
Iteration 222Q: 27 clusters Score -9.268698e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 3 contains 331252 members 
Mstep: Class 4 contains 36331 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20334 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16517 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35908 members 
Mstep: Class 13 contains 65499 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19440 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42298 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15957 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65504 members 
Mstep: Class 24 contains 90722 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686976.000000 Penalty: 87802.296875
Iteration 223Q: 27 clusters Score -9.268698e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 3 contains 331240 members 
Mstep: Class 4 contains 36333 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20343 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16517 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35916 members 
Mstep: Class 13 contains 65501 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42297 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15960 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65504 members 
Mstep: Class 24 contains 90710 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686968.000000 Penalty: 87802.296875
Iteration 224Q: 27 clusters Score -9.268697e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 3 contains 331235 members 
Mstep: Class 4 contains 36335 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20346 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16517 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35924 members 
Mstep: Class 13 contains 65503 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15965 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65504 members 
Mstep: Class 24 contains 90696 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687040.000000 Penalty: 87802.296875
Iteration 225Q: 27 clusters Score -9.268704e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 3 contains 331232 members 
Mstep: Class 4 contains 36338 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20351 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16519 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35927 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15967 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65505 members 
Mstep: Class 24 contains 90684 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687024.000000 Penalty: 87802.296875
Iteration 226Q: 27 clusters Score -9.268702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 3 contains 331234 members 
Mstep: Class 4 contains 36340 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13037 members 
Mstep: Class 8 contains 20355 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16520 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35929 members 
Mstep: Class 13 contains 65506 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15969 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65507 members 
Mstep: Class 24 contains 90667 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687056.000000 Penalty: 87802.296875
Iteration 227Q: 27 clusters Score -9.268706e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 3 contains 331236 members 
Mstep: Class 4 contains 36345 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 20354 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16520 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35935 members 
Mstep: Class 13 contains 65505 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15972 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65508 members 
Mstep: Class 24 contains 90650 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687088.000000 Penalty: 87802.296875
Iteration 228Q: 27 clusters Score -9.268709e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 3 contains 331244 members 
Mstep: Class 4 contains 36346 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13039 members 
Mstep: Class 8 contains 20355 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16520 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35938 members 
Mstep: Class 13 contains 65503 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15973 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65507 members 
Mstep: Class 24 contains 90637 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687040.000000 Penalty: 87802.296875
Iteration 229Q: 27 clusters Score -9.268704e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 3 contains 331241 members 
Mstep: Class 4 contains 36348 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13040 members 
Mstep: Class 8 contains 20357 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16520 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35941 members 
Mstep: Class 13 contains 65503 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 15975 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65508 members 
Mstep: Class 24 contains 90626 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687016.000000 Penalty: 87802.296875
Iteration 230Q: 27 clusters Score -9.268702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 3 contains 331238 members 
Mstep: Class 4 contains 36351 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20360 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16520 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35944 members 
Mstep: Class 13 contains 65503 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 15977 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65508 members 
Mstep: Class 24 contains 90615 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687048.000000 Penalty: 87802.296875
Iteration 231Q: 27 clusters Score -9.268705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 3 contains 331233 members 
Mstep: Class 4 contains 36353 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20362 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16521 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35950 members 
Mstep: Class 13 contains 65503 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5620 members 
Mstep: Class 19 contains 15980 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65509 members 
Mstep: Class 24 contains 90602 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686976.000000 Penalty: 87802.296875
Iteration 232Q: 27 clusters Score -9.268698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 3 contains 331231 members 
Mstep: Class 4 contains 36356 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13041 members 
Mstep: Class 8 contains 20364 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16521 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35952 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5621 members 
Mstep: Class 19 contains 15982 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65509 members 
Mstep: Class 24 contains 90590 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686984.000000 Penalty: 87802.296875
Iteration 233Q: 27 clusters Score -9.268698e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 3 contains 331228 members 
Mstep: Class 4 contains 36358 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13045 members 
Mstep: Class 8 contains 20366 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16521 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35956 members 
Mstep: Class 13 contains 65503 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 15983 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65508 members 
Mstep: Class 24 contains 90580 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687016.000000 Penalty: 87802.296875
Iteration 234Q: 27 clusters Score -9.268702e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 3 contains 331226 members 
Mstep: Class 4 contains 36359 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13045 members 
Mstep: Class 8 contains 20367 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16522 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35960 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 15987 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65508 members 
Mstep: Class 24 contains 90569 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687040.000000 Penalty: 87802.296875
Iteration 235Q: 27 clusters Score -9.268704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 3 contains 331229 members 
Mstep: Class 4 contains 36361 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13045 members 
Mstep: Class 8 contains 20366 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16523 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35962 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 15992 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65509 members 
Mstep: Class 24 contains 90556 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686984.000000 Penalty: 87802.296875
Iteration 236Q: 27 clusters Score -9.268698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 3 contains 331231 members 
Mstep: Class 4 contains 36362 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13045 members 
Mstep: Class 8 contains 20366 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16524 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35964 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 15999 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65509 members 
Mstep: Class 24 contains 90543 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686976.000000 Penalty: 87802.296875
Iteration 237Q: 27 clusters Score -9.268698e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 3 contains 331229 members 
Mstep: Class 4 contains 36361 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13046 members 
Mstep: Class 8 contains 20366 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16526 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35965 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16004 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65509 members 
Mstep: Class 24 contains 90537 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687016.000000 Penalty: 87802.296875
Iteration 238Q: 27 clusters Score -9.268702e+07 nChanged 19
Entering ConstructFrom: 
Score: -92687016.000000 Penalty: 87802.296875
Entering ConstructFrom: 
Trying to split cluster 1 (27293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Entering Unmasked Estep 
Score: -3207633.000000 Penalty: 2533.167725
	Iteration 0F: 2 clusters Score -3207633 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 13532 members 
Entering Unmasked Estep 
Score: -3188874.500000 Penalty: 5066.335449
	Iteration 0F: 3 clusters Score -3188874 nChanged 12177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3195367.750000 Penalty: 5066.335449
	Iteration 1F: 3 clusters Score -3195368 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3195769.500000 Penalty: 5066.335449
	Iteration 2Q: 3 clusters Score -3195770 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3196143.000000 Penalty: 5066.335449
	Iteration 3Q: 3 clusters Score -3196143 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3196562.500000 Penalty: 5066.335449
	Iteration 4Q: 3 clusters Score -3196562 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3197059.500000 Penalty: 5066.335449
	Iteration 5Q: 3 clusters Score -3197060 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3197686.500000 Penalty: 5066.335449
	Iteration 6Q: 3 clusters Score -3197686 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3198568.000000 Penalty: 5066.335449
	Iteration 7F: 3 clusters Score -3198568 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3199723.500000 Penalty: 5066.335449
	Iteration 8F: 3 clusters Score -3199724 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3201147.500000 Penalty: 5066.335449
	Iteration 9F: 3 clusters Score -3201148 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3202651.000000 Penalty: 5066.335449
	Iteration 10F: 3 clusters Score -3202651 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3203840.000000 Penalty: 5066.335449
	Iteration 11Q: 3 clusters Score -3203840 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3204590.250000 Penalty: 5066.335449
	Iteration 12Q: 3 clusters Score -3204590 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3204976.250000 Penalty: 5066.335449
	Iteration 13Q: 3 clusters Score -3204976 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3205153.750000 Penalty: 5066.335449
	Iteration 14Q: 3 clusters Score -3205154 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3205238.250000 Penalty: 5066.335449
	Iteration 15Q: 3 clusters Score -3205238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3205284.000000 Penalty: 5066.335449
	Iteration 16Q: 3 clusters Score -3205284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3205321.500000 Penalty: 5066.335449
	Iteration 17Q: 3 clusters Score -3205322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3205342.750000 Penalty: 5066.335449
	Iteration 18Q: 3 clusters Score -3205343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3205356.500000 Penalty: 5066.335449
	Iteration 19Q: 3 clusters Score -3205356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3205357.000000 Penalty: 5066.335449
	Iteration 20F: 3 clusters Score -3205357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3205360.250000 Penalty: 5066.335449
	Iteration 21Q: 3 clusters Score -3205360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3205367.750000 Penalty: 5066.335449
	Iteration 22Q: 3 clusters Score -3205368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3205368.500000 Penalty: 5066.335449
	Iteration 23Q: 3 clusters Score -3205368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3205368.500000 Penalty: 5066.335449
	Iteration 24F: 3 clusters Score -3205368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (331226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331226 members 
Entering Unmasked Estep 
Score: -37934664.000000 Penalty: 3152.217773
	Iteration 0F: 2 clusters Score -3.793466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165931 members 
Mstep: Class 2 contains 165295 members 
Entering Unmasked Estep 
Score: -37752188.000000 Penalty: 6304.435547
	Iteration 0F: 3 clusters Score -3.775219e+07 nChanged 160509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172112 members 
Mstep: Class 2 contains 159114 members 
Entering Unmasked Estep 
Score: -37846868.000000 Penalty: 6304.435547
	Iteration 1F: 3 clusters Score -3.784687e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176234 members 
Mstep: Class 2 contains 154992 members 
Entering Unmasked Estep 
Score: -37848244.000000 Penalty: 6304.435547
	Iteration 2Q: 3 clusters Score -3.784824e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182806 members 
Mstep: Class 2 contains 148420 members 
Entering Unmasked Estep 
Score: -37850088.000000 Penalty: 6304.435547
	Iteration 3Q: 3 clusters Score -3.785009e+07 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193125 members 
Mstep: Class 2 contains 138101 members 
Entering Unmasked Estep 
Score: -37853560.000000 Penalty: 6304.435547
	Iteration 4Q: 3 clusters Score -3.785356e+07 nChanged 15978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208731 members 
Mstep: Class 2 contains 122495 members 
Entering Unmasked Estep 
Score: -37860892.000000 Penalty: 6304.435547
	Iteration 5Q: 3 clusters Score -3.786089e+07 nChanged 22839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231488 members 
Mstep: Class 2 contains 99738 members 
Entering Unmasked Estep 
Score: -37874976.000000 Penalty: 6304.435547
	Iteration 6F: 3 clusters Score -3.787498e+07 nChanged 30089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261567 members 
Mstep: Class 2 contains 69659 members 
Entering Unmasked Estep 
Score: -37899428.000000 Penalty: 6304.435547
	Iteration 7F: 3 clusters Score -3.789943e+07 nChanged 31761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293328 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -37928140.000000 Penalty: 6304.435547
	Iteration 8F: 3 clusters Score -3.792814e+07 nChanged 22758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316086 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -37935836.000000 Penalty: 6304.435547
	Iteration 9F: 3 clusters Score -3.793584e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326615 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -37932648.000000 Penalty: 6304.435547
	Iteration 10Q: 3 clusters Score -3.793265e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329839 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -37931800.000000 Penalty: 6304.435547
	Iteration 11Q: 3 clusters Score -3.79318e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330632 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -37931836.000000 Penalty: 6304.435547
	Iteration 12Q: 3 clusters Score -3.793184e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330865 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37931896.000000 Penalty: 6304.435547
	Iteration 13Q: 3 clusters Score -3.79319e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330924 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37931916.000000 Penalty: 6304.435547
	Iteration 14Q: 3 clusters Score -3.793192e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330944 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37931948.000000 Penalty: 6304.435547
	Iteration 15Q: 3 clusters Score -3.793195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330950 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37931968.000000 Penalty: 6304.435547
	Iteration 16Q: 3 clusters Score -3.793197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330955 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37931956.000000 Penalty: 6304.435547
	Iteration 17Q: 3 clusters Score -3.793196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330957 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37931976.000000 Penalty: 6304.435547
	Iteration 18Q: 3 clusters Score -3.793198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330961 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37931948.000000 Penalty: 6304.435547
	Iteration 19Q: 3 clusters Score -3.793195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330960 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37931980.000000 Penalty: 6304.435547
	Iteration 20F: 3 clusters Score -3.793198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330963 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37931988.000000 Penalty: 6304.435547
	Iteration 21Q: 3 clusters Score -3.793199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330965 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37931984.000000 Penalty: 6304.435547
	Iteration 22Q: 3 clusters Score -3.793198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330967 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37932000.000000 Penalty: 6304.435547
	Iteration 23Q: 3 clusters Score -3.7932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330973 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37932012.000000 Penalty: 6304.435547
	Iteration 24Q: 3 clusters Score -3.793201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330974 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37932012.000000 Penalty: 6304.435547
	Iteration 25Q: 3 clusters Score -3.793201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330974 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37932012.000000 Penalty: 6304.435547
	Iteration 26F: 3 clusters Score -3.793201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Entering Unmasked Estep 
Score: -4275533.500000 Penalty: 2604.317383
	Iteration 0F: 2 clusters Score -4275534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -4250790.500000 Penalty: 5208.634766
	Iteration 0F: 3 clusters Score -4250790 nChanged 16595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -4260012.500000 Penalty: 5208.634766
	Iteration 1F: 3 clusters Score -4260012 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -4260641.500000 Penalty: 5208.634766
	Iteration 2Q: 3 clusters Score -4260642 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -4261267.500000 Penalty: 5208.634766
	Iteration 3Q: 3 clusters Score -4261268 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -4261957.000000 Penalty: 5208.634766
	Iteration 4Q: 3 clusters Score -4261957 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -4262651.000000 Penalty: 5208.634766
	Iteration 5Q: 3 clusters Score -4262651 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -4263380.000000 Penalty: 5208.634766
	Iteration 6Q: 3 clusters Score -4263380 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4264123.000000 Penalty: 5208.634766
	Iteration 7Q: 3 clusters Score -4264123 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -4264976.500000 Penalty: 5208.634766
	Iteration 8Q: 3 clusters Score -4264976 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -4265894.000000 Penalty: 5208.634766
	Iteration 9Q: 3 clusters Score -4265894 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -4266843.500000 Penalty: 5208.634766
	Iteration 10Q: 3 clusters Score -4266844 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -4267695.500000 Penalty: 5208.634766
	Iteration 11Q: 3 clusters Score -4267696 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4268296.000000 Penalty: 5208.634766
	Iteration 12Q: 3 clusters Score -4268296 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -4268601.500000 Penalty: 5208.634766
	Iteration 13Q: 3 clusters Score -4268602 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4268797.000000 Penalty: 5208.634766
	Iteration 14Q: 3 clusters Score -4268797 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -4268932.500000 Penalty: 5208.634766
	Iteration 15Q: 3 clusters Score -4268932 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4269043.000000 Penalty: 5208.634766
	Iteration 16Q: 3 clusters Score -4269043 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -4269172.500000 Penalty: 5208.634766
	Iteration 17Q: 3 clusters Score -4269172 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -4269268.000000 Penalty: 5208.634766
	Iteration 18Q: 3 clusters Score -4269268 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -4269349.500000 Penalty: 5208.634766
	Iteration 19Q: 3 clusters Score -4269350 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -4269441.500000 Penalty: 5208.634766
	Iteration 20F: 3 clusters Score -4269442 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -4269533.000000 Penalty: 5208.634766
	Iteration 21Q: 3 clusters Score -4269533 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -4269605.500000 Penalty: 5208.634766
	Iteration 22Q: 3 clusters Score -4269606 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -4269660.500000 Penalty: 5208.634766
	Iteration 23Q: 3 clusters Score -4269660 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -4269745.500000 Penalty: 5208.634766
	Iteration 24Q: 3 clusters Score -4269746 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -4269801.500000 Penalty: 5208.634766
	Iteration 25Q: 3 clusters Score -4269802 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -4269871.500000 Penalty: 5208.634766
	Iteration 26Q: 3 clusters Score -4269872 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -4269946.500000 Penalty: 5208.634766
	Iteration 27Q: 3 clusters Score -4269946 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -4270046.000000 Penalty: 5208.634766
	Iteration 28Q: 3 clusters Score -4270046 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -4270126.500000 Penalty: 5208.634766
	Iteration 29Q: 3 clusters Score -4270126 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -4270193.500000 Penalty: 5208.634766
	Iteration 30Q: 3 clusters Score -4270194 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -4270293.000000 Penalty: 5208.634766
	Iteration 31Q: 3 clusters Score -4270293 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -4270390.500000 Penalty: 5208.634766
	Iteration 32Q: 3 clusters Score -4270390 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -4270483.500000 Penalty: 5208.634766
	Iteration 33Q: 3 clusters Score -4270484 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -4270576.500000 Penalty: 5208.634766
	Iteration 34Q: 3 clusters Score -4270576 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -4270713.500000 Penalty: 5208.634766
	Iteration 35Q: 3 clusters Score -4270714 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -4270841.000000 Penalty: 5208.634766
	Iteration 36Q: 3 clusters Score -4270841 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -4270991.500000 Penalty: 5208.634766
	Iteration 37Q: 3 clusters Score -4270992 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -4271105.000000 Penalty: 5208.634766
	Iteration 38Q: 3 clusters Score -4271105 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -4271260.500000 Penalty: 5208.634766
	Iteration 39Q: 3 clusters Score -4271260 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -4271385.000000 Penalty: 5208.634766
	Iteration 40F: 3 clusters Score -4271385 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -4271504.500000 Penalty: 5208.634766
	Iteration 41Q: 3 clusters Score -4271504 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -4271659.500000 Penalty: 5208.634766
	Iteration 42Q: 3 clusters Score -4271660 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -4271839.000000 Penalty: 5208.634766
	Iteration 43Q: 3 clusters Score -4271839 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4272019.500000 Penalty: 5208.634766
	Iteration 44Q: 3 clusters Score -4272020 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -4272220.500000 Penalty: 5208.634766
	Iteration 45Q: 3 clusters Score -4272220 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -4272421.000000 Penalty: 5208.634766
	Iteration 46Q: 3 clusters Score -4272421 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4272589.000000 Penalty: 5208.634766
	Iteration 47Q: 3 clusters Score -4272589 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -4272748.500000 Penalty: 5208.634766
	Iteration 48Q: 3 clusters Score -4272748 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -4272915.500000 Penalty: 5208.634766
	Iteration 49Q: 3 clusters Score -4272916 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -4273048.500000 Penalty: 5208.634766
	Iteration 50Q: 3 clusters Score -4273048 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4273176.500000 Penalty: 5208.634766
	Iteration 51Q: 3 clusters Score -4273176 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -4273283.500000 Penalty: 5208.634766
	Iteration 52Q: 3 clusters Score -4273284 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -4273363.500000 Penalty: 5208.634766
	Iteration 53Q: 3 clusters Score -4273364 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -4273415.000000 Penalty: 5208.634766
	Iteration 54Q: 3 clusters Score -4273415 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -4273466.000000 Penalty: 5208.634766
	Iteration 55Q: 3 clusters Score -4273466 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -4273519.000000 Penalty: 5208.634766
	Iteration 56Q: 3 clusters Score -4273519 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4273539.500000 Penalty: 5208.634766
	Iteration 57Q: 3 clusters Score -4273540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -4273568.000000 Penalty: 5208.634766
	Iteration 58Q: 3 clusters Score -4273568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -4273595.500000 Penalty: 5208.634766
	Iteration 59Q: 3 clusters Score -4273596 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4273614.000000 Penalty: 5208.634766
	Iteration 60F: 3 clusters Score -4273614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -4273631.500000 Penalty: 5208.634766
	Iteration 61Q: 3 clusters Score -4273632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -4273652.000000 Penalty: 5208.634766
	Iteration 62Q: 3 clusters Score -4273652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -4273668.000000 Penalty: 5208.634766
	Iteration 63Q: 3 clusters Score -4273668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4273679.500000 Penalty: 5208.634766
	Iteration 64Q: 3 clusters Score -4273680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -4273700.500000 Penalty: 5208.634766
	Iteration 65Q: 3 clusters Score -4273700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -4273715.000000 Penalty: 5208.634766
	Iteration 66Q: 3 clusters Score -4273715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -4273726.000000 Penalty: 5208.634766
	Iteration 67Q: 3 clusters Score -4273726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -4273736.000000 Penalty: 5208.634766
	Iteration 68Q: 3 clusters Score -4273736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -4273746.500000 Penalty: 5208.634766
	Iteration 69Q: 3 clusters Score -4273746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4273742.500000 Penalty: 5208.634766
	Iteration 70Q: 3 clusters Score -4273742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -4273738.500000 Penalty: 5208.634766
	Iteration 71Q: 3 clusters Score -4273738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -4273742.500000 Penalty: 5208.634766
	Iteration 72Q: 3 clusters Score -4273742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -4273746.500000 Penalty: 5208.634766
	Iteration 73Q: 3 clusters Score -4273746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -4273745.000000 Penalty: 5208.634766
	Iteration 74Q: 3 clusters Score -4273745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -4273746.000000 Penalty: 5208.634766
	Iteration 75Q: 3 clusters Score -4273746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -4273746.000000 Penalty: 5208.634766
	Iteration 76Q: 3 clusters Score -4273746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4273745.500000 Penalty: 5208.634766
	Iteration 77Q: 3 clusters Score -4273746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -4273741.000000 Penalty: 5208.634766
	Iteration 78Q: 3 clusters Score -4273741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -4273741.000000 Penalty: 5208.634766
	Iteration 79F: 3 clusters Score -4273741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -201891.031250 Penalty: 1883.905273
	Iteration 0F: 2 clusters Score -201891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -199332.093750 Penalty: 3767.810547
	Iteration 0F: 3 clusters Score -199332.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -199815.046875 Penalty: 3767.810547
	Iteration 1F: 3 clusters Score -199815 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -199927.171875 Penalty: 3767.810547
	Iteration 2F: 3 clusters Score -199927.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -199983.078125 Penalty: 3767.810547
	Iteration 3Q: 3 clusters Score -199983.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -200032.656250 Penalty: 3767.810547
	Iteration 4Q: 3 clusters Score -200032.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -200059.656250 Penalty: 3767.810547
	Iteration 5Q: 3 clusters Score -200059.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -200076.656250 Penalty: 3767.810547
	Iteration 6Q: 3 clusters Score -200076.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -200091.687500 Penalty: 3767.810547
	Iteration 7Q: 3 clusters Score -200091.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -200108.453125 Penalty: 3767.810547
	Iteration 8Q: 3 clusters Score -200108.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -200124.234375 Penalty: 3767.810547
	Iteration 9Q: 3 clusters Score -200124.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -200137.046875 Penalty: 3767.810547
	Iteration 10Q: 3 clusters Score -200137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -200150.156250 Penalty: 3767.810547
	Iteration 11Q: 3 clusters Score -200150.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -200162.375000 Penalty: 3767.810547
	Iteration 12Q: 3 clusters Score -200162.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -200170.375000 Penalty: 3767.810547
	Iteration 13Q: 3 clusters Score -200170.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -200179.093750 Penalty: 3767.810547
	Iteration 14Q: 3 clusters Score -200179.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -200191.687500 Penalty: 3767.810547
	Iteration 15Q: 3 clusters Score -200191.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -200199.593750 Penalty: 3767.810547
	Iteration 16Q: 3 clusters Score -200199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -200206.218750 Penalty: 3767.810547
	Iteration 17Q: 3 clusters Score -200206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -200214.078125 Penalty: 3767.810547
	Iteration 18Q: 3 clusters Score -200214.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -200220.046875 Penalty: 3767.810547
	Iteration 19Q: 3 clusters Score -200220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -200225.156250 Penalty: 3767.810547
	Iteration 20F: 3 clusters Score -200225.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -200232.453125 Penalty: 3767.810547
	Iteration 21Q: 3 clusters Score -200232.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -200238.656250 Penalty: 3767.810547
	Iteration 22Q: 3 clusters Score -200238.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -200246.250000 Penalty: 3767.810547
	Iteration 23Q: 3 clusters Score -200246.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -200254.750000 Penalty: 3767.810547
	Iteration 24Q: 3 clusters Score -200254.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -200261.687500 Penalty: 3767.810547
	Iteration 25Q: 3 clusters Score -200261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -200266.453125 Penalty: 3767.810547
	Iteration 26Q: 3 clusters Score -200266.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -200271.031250 Penalty: 3767.810547
	Iteration 27Q: 3 clusters Score -200271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -200277.609375 Penalty: 3767.810547
	Iteration 28Q: 3 clusters Score -200277.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -200280.734375 Penalty: 3767.810547
	Iteration 29Q: 3 clusters Score -200280.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -200284.406250 Penalty: 3767.810547
	Iteration 30Q: 3 clusters Score -200284.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -200287.859375 Penalty: 3767.810547
	Iteration 31Q: 3 clusters Score -200287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -200287.953125 Penalty: 3767.810547
	Iteration 32Q: 3 clusters Score -200288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -200289.421875 Penalty: 3767.810547
	Iteration 33Q: 3 clusters Score -200289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -200290.796875 Penalty: 3767.810547
	Iteration 34Q: 3 clusters Score -200290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -200292.578125 Penalty: 3767.810547
	Iteration 35Q: 3 clusters Score -200292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -200295.515625 Penalty: 3767.810547
	Iteration 36Q: 3 clusters Score -200295.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -200300.281250 Penalty: 3767.810547
	Iteration 37Q: 3 clusters Score -200300.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -200303.546875 Penalty: 3767.810547
	Iteration 38Q: 3 clusters Score -200303.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -200308.687500 Penalty: 3767.810547
	Iteration 39Q: 3 clusters Score -200308.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -200313.437500 Penalty: 3767.810547
	Iteration 40F: 3 clusters Score -200313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -200317.437500 Penalty: 3767.810547
	Iteration 41Q: 3 clusters Score -200317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -200320.375000 Penalty: 3767.810547
	Iteration 42Q: 3 clusters Score -200320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -200323.296875 Penalty: 3767.810547
	Iteration 43Q: 3 clusters Score -200323.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -200327.562500 Penalty: 3767.810547
	Iteration 44Q: 3 clusters Score -200327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -200328.515625 Penalty: 3767.810547
	Iteration 45Q: 3 clusters Score -200328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -200333.359375 Penalty: 3767.810547
	Iteration 46Q: 3 clusters Score -200333.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -200336.375000 Penalty: 3767.810547
	Iteration 47Q: 3 clusters Score -200336.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -200337.343750 Penalty: 3767.810547
	Iteration 48Q: 3 clusters Score -200337.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -200337.343750 Penalty: 3767.810547
	Iteration 49F: 3 clusters Score -200337.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Entering Unmasked Estep 
Score: -1294025.000000 Penalty: 2308.184326
	Iteration 0F: 2 clusters Score -1294025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1285652.750000 Penalty: 4616.368652
	Iteration 0F: 3 clusters Score -1285653 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1288001.375000 Penalty: 4616.368652
	Iteration 1F: 3 clusters Score -1288001 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1288288.750000 Penalty: 4616.368652
	Iteration 2F: 3 clusters Score -1288289 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1288494.500000 Penalty: 4616.368652
	Iteration 3Q: 3 clusters Score -1288494 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1288641.250000 Penalty: 4616.368652
	Iteration 4Q: 3 clusters Score -1288641 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1288773.000000 Penalty: 4616.368652
	Iteration 5Q: 3 clusters Score -1288773 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1288919.000000 Penalty: 4616.368652
	Iteration 6Q: 3 clusters Score -1288919 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1289096.875000 Penalty: 4616.368652
	Iteration 7Q: 3 clusters Score -1289097 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1289307.500000 Penalty: 4616.368652
	Iteration 8Q: 3 clusters Score -1289308 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1289570.250000 Penalty: 4616.368652
	Iteration 9Q: 3 clusters Score -1289570 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1289892.500000 Penalty: 4616.368652
	Iteration 10Q: 3 clusters Score -1289892 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1290295.375000 Penalty: 4616.368652
	Iteration 11Q: 3 clusters Score -1290295 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1290744.000000 Penalty: 4616.368652
	Iteration 12F: 3 clusters Score -1290744 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1291182.625000 Penalty: 4616.368652
	Iteration 13Q: 3 clusters Score -1291183 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1291512.125000 Penalty: 4616.368652
	Iteration 14Q: 3 clusters Score -1291512 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1291739.250000 Penalty: 4616.368652
	Iteration 15Q: 3 clusters Score -1291739 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1291891.875000 Penalty: 4616.368652
	Iteration 16Q: 3 clusters Score -1291892 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1292002.250000 Penalty: 4616.368652
	Iteration 17Q: 3 clusters Score -1292002 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1292063.250000 Penalty: 4616.368652
	Iteration 18Q: 3 clusters Score -1292063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1292096.500000 Penalty: 4616.368652
	Iteration 19Q: 3 clusters Score -1292096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1292121.625000 Penalty: 4616.368652
	Iteration 20F: 3 clusters Score -1292122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1292139.625000 Penalty: 4616.368652
	Iteration 21Q: 3 clusters Score -1292140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1292155.125000 Penalty: 4616.368652
	Iteration 22Q: 3 clusters Score -1292155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1292165.750000 Penalty: 4616.368652
	Iteration 23Q: 3 clusters Score -1292166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1292176.625000 Penalty: 4616.368652
	Iteration 24Q: 3 clusters Score -1292177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1292180.875000 Penalty: 4616.368652
	Iteration 25Q: 3 clusters Score -1292181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1292181.750000 Penalty: 4616.368652
	Iteration 26Q: 3 clusters Score -1292182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1292185.125000 Penalty: 4616.368652
	Iteration 27Q: 3 clusters Score -1292185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1292184.125000 Penalty: 4616.368652
	Iteration 28Q: 3 clusters Score -1292184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1292183.500000 Penalty: 4616.368652
	Iteration 29Q: 3 clusters Score -1292184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1292185.250000 Penalty: 4616.368652
	Iteration 30Q: 3 clusters Score -1292185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1292188.875000 Penalty: 4616.368652
	Iteration 31Q: 3 clusters Score -1292189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1292189.750000 Penalty: 4616.368652
	Iteration 32Q: 3 clusters Score -1292190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1292189.625000 Penalty: 4616.368652
	Iteration 33Q: 3 clusters Score -1292190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1292189.625000 Penalty: 4616.368652
	Iteration 34F: 3 clusters Score -1292190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Entering Unmasked Estep 
Score: -1409594.375000 Penalty: 2350.125732
	Iteration 0F: 2 clusters Score -1409594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1399943.000000 Penalty: 4700.251465
	Iteration 0F: 3 clusters Score -1399943 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1402836.500000 Penalty: 4700.251465
	Iteration 1F: 3 clusters Score -1402836 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1403219.250000 Penalty: 4700.251465
	Iteration 2F: 3 clusters Score -1403219 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1403533.875000 Penalty: 4700.251465
	Iteration 3F: 3 clusters Score -1403534 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1403821.375000 Penalty: 4700.251465
	Iteration 4Q: 3 clusters Score -1403821 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1404112.625000 Penalty: 4700.251465
	Iteration 5Q: 3 clusters Score -1404113 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1404429.375000 Penalty: 4700.251465
	Iteration 6Q: 3 clusters Score -1404429 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1404795.750000 Penalty: 4700.251465
	Iteration 7Q: 3 clusters Score -1404796 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1405255.750000 Penalty: 4700.251465
	Iteration 8F: 3 clusters Score -1405256 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1405764.125000 Penalty: 4700.251465
	Iteration 9Q: 3 clusters Score -1405764 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1406292.625000 Penalty: 4700.251465
	Iteration 10Q: 3 clusters Score -1406293 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1406743.125000 Penalty: 4700.251465
	Iteration 11Q: 3 clusters Score -1406743 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1407069.625000 Penalty: 4700.251465
	Iteration 12Q: 3 clusters Score -1407070 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1407320.750000 Penalty: 4700.251465
	Iteration 13Q: 3 clusters Score -1407321 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1407487.875000 Penalty: 4700.251465
	Iteration 14Q: 3 clusters Score -1407488 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1407586.625000 Penalty: 4700.251465
	Iteration 15Q: 3 clusters Score -1407587 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1407648.250000 Penalty: 4700.251465
	Iteration 16Q: 3 clusters Score -1407648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1407689.875000 Penalty: 4700.251465
	Iteration 17Q: 3 clusters Score -1407690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1407725.250000 Penalty: 4700.251465
	Iteration 18Q: 3 clusters Score -1407725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1407740.875000 Penalty: 4700.251465
	Iteration 19Q: 3 clusters Score -1407741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1407755.125000 Penalty: 4700.251465
	Iteration 20F: 3 clusters Score -1407755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1407767.250000 Penalty: 4700.251465
	Iteration 21Q: 3 clusters Score -1407767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1407786.125000 Penalty: 4700.251465
	Iteration 22Q: 3 clusters Score -1407786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1407793.500000 Penalty: 4700.251465
	Iteration 23Q: 3 clusters Score -1407794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1407802.500000 Penalty: 4700.251465
	Iteration 24Q: 3 clusters Score -1407802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1407808.000000 Penalty: 4700.251465
	Iteration 25Q: 3 clusters Score -1407808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1407812.250000 Penalty: 4700.251465
	Iteration 26Q: 3 clusters Score -1407812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1407818.000000 Penalty: 4700.251465
	Iteration 27Q: 3 clusters Score -1407818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1407824.750000 Penalty: 4700.251465
	Iteration 28Q: 3 clusters Score -1407825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1407831.625000 Penalty: 4700.251465
	Iteration 29Q: 3 clusters Score -1407832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1407841.750000 Penalty: 4700.251465
	Iteration 30Q: 3 clusters Score -1407842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1407845.500000 Penalty: 4700.251465
	Iteration 31Q: 3 clusters Score -1407846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1407849.250000 Penalty: 4700.251465
	Iteration 32Q: 3 clusters Score -1407849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1407857.500000 Penalty: 4700.251465
	Iteration 33Q: 3 clusters Score -1407858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1407857.750000 Penalty: 4700.251465
	Iteration 34Q: 3 clusters Score -1407858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1407857.250000 Penalty: 4700.251465
	Iteration 35Q: 3 clusters Score -1407857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1407857.250000 Penalty: 4700.251465
	Iteration 36F: 3 clusters Score -1407857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Entering Unmasked Estep 
Score: -2394066.000000 Penalty: 2460.574463
	Iteration 0F: 2 clusters Score -2394066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2379724.250000 Penalty: 4921.148926
	Iteration 0F: 3 clusters Score -2379724 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2384498.000000 Penalty: 4921.148926
	Iteration 1F: 3 clusters Score -2384498 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2384850.750000 Penalty: 4921.148926
	Iteration 2F: 3 clusters Score -2384851 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2385156.000000 Penalty: 4921.148926
	Iteration 3Q: 3 clusters Score -2385156 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2385435.250000 Penalty: 4921.148926
	Iteration 4Q: 3 clusters Score -2385435 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2385669.250000 Penalty: 4921.148926
	Iteration 5Q: 3 clusters Score -2385669 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2385898.750000 Penalty: 4921.148926
	Iteration 6Q: 3 clusters Score -2385899 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2386184.750000 Penalty: 4921.148926
	Iteration 7Q: 3 clusters Score -2386185 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2386523.000000 Penalty: 4921.148926
	Iteration 8Q: 3 clusters Score -2386523 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2386948.000000 Penalty: 4921.148926
	Iteration 9Q: 3 clusters Score -2386948 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2387492.000000 Penalty: 4921.148926
	Iteration 10Q: 3 clusters Score -2387492 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2388143.000000 Penalty: 4921.148926
	Iteration 11Q: 3 clusters Score -2388143 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2388832.500000 Penalty: 4921.148926
	Iteration 12Q: 3 clusters Score -2388832 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2389446.500000 Penalty: 4921.148926
	Iteration 13Q: 3 clusters Score -2389446 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2389954.750000 Penalty: 4921.148926
	Iteration 14Q: 3 clusters Score -2389955 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2390384.250000 Penalty: 4921.148926
	Iteration 15Q: 3 clusters Score -2390384 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2390667.000000 Penalty: 4921.148926
	Iteration 16Q: 3 clusters Score -2390667 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2390918.500000 Penalty: 4921.148926
	Iteration 17Q: 3 clusters Score -2390918 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2391121.250000 Penalty: 4921.148926
	Iteration 18Q: 3 clusters Score -2391121 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2391270.250000 Penalty: 4921.148926
	Iteration 19Q: 3 clusters Score -2391270 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2391404.750000 Penalty: 4921.148926
	Iteration 20F: 3 clusters Score -2391405 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2391516.000000 Penalty: 4921.148926
	Iteration 21Q: 3 clusters Score -2391516 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2391627.500000 Penalty: 4921.148926
	Iteration 22Q: 3 clusters Score -2391628 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2391721.750000 Penalty: 4921.148926
	Iteration 23Q: 3 clusters Score -2391722 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2391794.500000 Penalty: 4921.148926
	Iteration 24Q: 3 clusters Score -2391794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2391839.750000 Penalty: 4921.148926
	Iteration 25Q: 3 clusters Score -2391840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2391873.750000 Penalty: 4921.148926
	Iteration 26Q: 3 clusters Score -2391874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2391899.750000 Penalty: 4921.148926
	Iteration 27Q: 3 clusters Score -2391900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2391912.250000 Penalty: 4921.148926
	Iteration 28Q: 3 clusters Score -2391912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2391926.750000 Penalty: 4921.148926
	Iteration 29Q: 3 clusters Score -2391927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2391940.500000 Penalty: 4921.148926
	Iteration 30Q: 3 clusters Score -2391940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2391945.000000 Penalty: 4921.148926
	Iteration 31Q: 3 clusters Score -2391945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2391952.750000 Penalty: 4921.148926
	Iteration 32Q: 3 clusters Score -2391953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2391951.500000 Penalty: 4921.148926
	Iteration 33Q: 3 clusters Score -2391952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2391958.250000 Penalty: 4921.148926
	Iteration 34Q: 3 clusters Score -2391958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2391960.000000 Penalty: 4921.148926
	Iteration 35Q: 3 clusters Score -2391960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2391963.750000 Penalty: 4921.148926
	Iteration 36Q: 3 clusters Score -2391964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2391970.500000 Penalty: 4921.148926
	Iteration 37Q: 3 clusters Score -2391970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2391973.750000 Penalty: 4921.148926
	Iteration 38Q: 3 clusters Score -2391974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2391976.750000 Penalty: 4921.148926
	Iteration 39Q: 3 clusters Score -2391977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2391976.000000 Penalty: 4921.148926
	Iteration 40F: 3 clusters Score -2391976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2391978.500000 Penalty: 4921.148926
	Iteration 41Q: 3 clusters Score -2391978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2391977.500000 Penalty: 4921.148926
	Iteration 42Q: 3 clusters Score -2391978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2391978.750000 Penalty: 4921.148926
	Iteration 43Q: 3 clusters Score -2391979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2391981.250000 Penalty: 4921.148926
	Iteration 44Q: 3 clusters Score -2391981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2391981.250000 Penalty: 4921.148926
	Iteration 45F: 3 clusters Score -2391981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -499536.781250 Penalty: 2078.410156
	Iteration 0F: 2 clusters Score -499536.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -495422.187500 Penalty: 4156.820312
	Iteration 0F: 3 clusters Score -495422.2 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -496408.375000 Penalty: 4156.820312
	Iteration 1F: 3 clusters Score -496408.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -496584.562500 Penalty: 4156.820312
	Iteration 2F: 3 clusters Score -496584.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -496700.125000 Penalty: 4156.820312
	Iteration 3Q: 3 clusters Score -496700.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -496821.000000 Penalty: 4156.820312
	Iteration 4Q: 3 clusters Score -496821 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -496946.718750 Penalty: 4156.820312
	Iteration 5Q: 3 clusters Score -496946.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -497076.125000 Penalty: 4156.820312
	Iteration 6Q: 3 clusters Score -497076.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -497282.500000 Penalty: 4156.820312
	Iteration 7Q: 3 clusters Score -497282.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -497560.375000 Penalty: 4156.820312
	Iteration 8Q: 3 clusters Score -497560.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -497938.187500 Penalty: 4156.820312
	Iteration 9F: 3 clusters Score -497938.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -498477.843750 Penalty: 4156.820312
	Iteration 10F: 3 clusters Score -498477.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -499215.937500 Penalty: 4156.820312
	Iteration 11F: 3 clusters Score -499215.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -499918.468750 Penalty: 4156.820312
	Iteration 12F: 3 clusters Score -499918.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -500327.375000 Penalty: 4156.820312
	Iteration 13Q: 3 clusters Score -500327.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -500479.562500 Penalty: 4156.820312
	Iteration 14Q: 3 clusters Score -500479.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -500534.593750 Penalty: 4156.820312
	Iteration 15Q: 3 clusters Score -500534.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -500561.281250 Penalty: 4156.820312
	Iteration 16Q: 3 clusters Score -500561.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -500567.125000 Penalty: 4156.820312
	Iteration 17Q: 3 clusters Score -500567.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -500572.406250 Penalty: 4156.820312
	Iteration 18Q: 3 clusters Score -500572.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -500573.968750 Penalty: 4156.820312
	Iteration 19Q: 3 clusters Score -500574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -500574.250000 Penalty: 4156.820312
	Iteration 20F: 3 clusters Score -500574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 331226 members 
Mstep: Class 4 contains 36362 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20367 members 
Mstep: Class 9 contains 1925 members 
Mstep: Class 10 contains 16529 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35966 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19444 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42295 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16009 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65511 members 
Mstep: Class 24 contains 90526 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686792.000000 Penalty: 91179.304688
Splitting cluster 9 changes total score from -92687016.000000 to -92686792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (16529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Entering Unmasked Estep 
Score: -1941049.375000 Penalty: 2408.792236
	Iteration 0F: 2 clusters Score -1941049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1929359.750000 Penalty: 4817.584473
	Iteration 0F: 3 clusters Score -1929360 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1932997.750000 Penalty: 4817.584473
	Iteration 1F: 3 clusters Score -1932998 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1933379.625000 Penalty: 4817.584473
	Iteration 2F: 3 clusters Score -1933380 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1933683.750000 Penalty: 4817.584473
	Iteration 3Q: 3 clusters Score -1933684 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1933925.625000 Penalty: 4817.584473
	Iteration 4Q: 3 clusters Score -1933926 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1934099.625000 Penalty: 4817.584473
	Iteration 5Q: 3 clusters Score -1934100 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1934242.125000 Penalty: 4817.584473
	Iteration 6Q: 3 clusters Score -1934242 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1934385.125000 Penalty: 4817.584473
	Iteration 7Q: 3 clusters Score -1934385 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1934565.250000 Penalty: 4817.584473
	Iteration 8Q: 3 clusters Score -1934565 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1934797.375000 Penalty: 4817.584473
	Iteration 9Q: 3 clusters Score -1934797 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1935117.500000 Penalty: 4817.584473
	Iteration 10Q: 3 clusters Score -1935118 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1935563.375000 Penalty: 4817.584473
	Iteration 11Q: 3 clusters Score -1935563 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1936135.625000 Penalty: 4817.584473
	Iteration 12F: 3 clusters Score -1936136 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1936828.000000 Penalty: 4817.584473
	Iteration 13F: 3 clusters Score -1936828 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1937564.625000 Penalty: 4817.584473
	Iteration 14F: 3 clusters Score -1937565 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1938299.500000 Penalty: 4817.584473
	Iteration 15Q: 3 clusters Score -1938300 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1938841.250000 Penalty: 4817.584473
	Iteration 16Q: 3 clusters Score -1938841 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1939164.500000 Penalty: 4817.584473
	Iteration 17Q: 3 clusters Score -1939164 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1939403.750000 Penalty: 4817.584473
	Iteration 18Q: 3 clusters Score -1939404 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1939585.500000 Penalty: 4817.584473
	Iteration 19Q: 3 clusters Score -1939586 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1939722.250000 Penalty: 4817.584473
	Iteration 20F: 3 clusters Score -1939722 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1939832.750000 Penalty: 4817.584473
	Iteration 21Q: 3 clusters Score -1939833 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1939925.625000 Penalty: 4817.584473
	Iteration 22Q: 3 clusters Score -1939926 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1940016.500000 Penalty: 4817.584473
	Iteration 23Q: 3 clusters Score -1940016 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1940065.875000 Penalty: 4817.584473
	Iteration 24Q: 3 clusters Score -1940066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1940102.375000 Penalty: 4817.584473
	Iteration 25Q: 3 clusters Score -1940102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1940131.750000 Penalty: 4817.584473
	Iteration 26Q: 3 clusters Score -1940132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1940158.250000 Penalty: 4817.584473
	Iteration 27Q: 3 clusters Score -1940158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1940174.625000 Penalty: 4817.584473
	Iteration 28Q: 3 clusters Score -1940175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1940187.875000 Penalty: 4817.584473
	Iteration 29Q: 3 clusters Score -1940188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1940196.375000 Penalty: 4817.584473
	Iteration 30Q: 3 clusters Score -1940196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1940207.250000 Penalty: 4817.584473
	Iteration 31Q: 3 clusters Score -1940207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1940224.500000 Penalty: 4817.584473
	Iteration 32Q: 3 clusters Score -1940224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1940234.500000 Penalty: 4817.584473
	Iteration 33Q: 3 clusters Score -1940234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1940244.750000 Penalty: 4817.584473
	Iteration 34Q: 3 clusters Score -1940245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1940246.250000 Penalty: 4817.584473
	Iteration 35Q: 3 clusters Score -1940246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1940246.500000 Penalty: 4817.584473
	Iteration 36Q: 3 clusters Score -1940246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1940251.750000 Penalty: 4817.584473
	Iteration 37Q: 3 clusters Score -1940252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1940252.625000 Penalty: 4817.584473
	Iteration 38Q: 3 clusters Score -1940253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1940250.875000 Penalty: 4817.584473
	Iteration 39Q: 3 clusters Score -1940251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1940251.500000 Penalty: 4817.584473
	Iteration 40F: 3 clusters Score -1940252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1940253.875000 Penalty: 4817.584473
	Iteration 41Q: 3 clusters Score -1940254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1940253.750000 Penalty: 4817.584473
	Iteration 42Q: 3 clusters Score -1940254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1940253.750000 Penalty: 4817.584473
	Iteration 43F: 3 clusters Score -1940254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Entering Unmasked Estep 
Score: -712916.500000 Penalty: 2161.538330
	Iteration 0F: 2 clusters Score -712916.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -707715.062500 Penalty: 4323.076660
	Iteration 0F: 3 clusters Score -707715.1 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -709073.625000 Penalty: 4323.076660
	Iteration 1F: 3 clusters Score -709073.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -709305.437500 Penalty: 4323.076660
	Iteration 2F: 3 clusters Score -709305.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -709446.250000 Penalty: 4323.076660
	Iteration 3Q: 3 clusters Score -709446.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -709567.000000 Penalty: 4323.076660
	Iteration 4Q: 3 clusters Score -709567 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -709684.250000 Penalty: 4323.076660
	Iteration 5Q: 3 clusters Score -709684.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -709809.312500 Penalty: 4323.076660
	Iteration 6Q: 3 clusters Score -709809.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -709942.250000 Penalty: 4323.076660
	Iteration 7Q: 3 clusters Score -709942.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -710075.562500 Penalty: 4323.076660
	Iteration 8Q: 3 clusters Score -710075.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -710211.312500 Penalty: 4323.076660
	Iteration 9Q: 3 clusters Score -710211.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -710385.812500 Penalty: 4323.076660
	Iteration 10Q: 3 clusters Score -710385.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -710514.312500 Penalty: 4323.076660
	Iteration 11Q: 3 clusters Score -710514.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -710632.687500 Penalty: 4323.076660
	Iteration 12Q: 3 clusters Score -710632.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -710717.125000 Penalty: 4323.076660
	Iteration 13Q: 3 clusters Score -710717.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -710780.687500 Penalty: 4323.076660
	Iteration 14Q: 3 clusters Score -710780.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -710823.687500 Penalty: 4323.076660
	Iteration 15Q: 3 clusters Score -710823.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -710872.875000 Penalty: 4323.076660
	Iteration 16Q: 3 clusters Score -710872.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -710918.250000 Penalty: 4323.076660
	Iteration 17Q: 3 clusters Score -710918.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -710954.625000 Penalty: 4323.076660
	Iteration 18Q: 3 clusters Score -710954.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -710984.125000 Penalty: 4323.076660
	Iteration 19Q: 3 clusters Score -710984.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -711018.062500 Penalty: 4323.076660
	Iteration 20F: 3 clusters Score -711018.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -711032.812500 Penalty: 4323.076660
	Iteration 21Q: 3 clusters Score -711032.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -711047.562500 Penalty: 4323.076660
	Iteration 22Q: 3 clusters Score -711047.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -711059.375000 Penalty: 4323.076660
	Iteration 23Q: 3 clusters Score -711059.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -711069.625000 Penalty: 4323.076660
	Iteration 24Q: 3 clusters Score -711069.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -711082.250000 Penalty: 4323.076660
	Iteration 25Q: 3 clusters Score -711082.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -711090.562500 Penalty: 4323.076660
	Iteration 26Q: 3 clusters Score -711090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -711090.937500 Penalty: 4323.076660
	Iteration 27Q: 3 clusters Score -711090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -711095.687500 Penalty: 4323.076660
	Iteration 28Q: 3 clusters Score -711095.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -711098.250000 Penalty: 4323.076660
	Iteration 29Q: 3 clusters Score -711098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -711101.812500 Penalty: 4323.076660
	Iteration 30Q: 3 clusters Score -711101.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -711105.125000 Penalty: 4323.076660
	Iteration 31Q: 3 clusters Score -711105.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -711107.187500 Penalty: 4323.076660
	Iteration 32Q: 3 clusters Score -711107.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -711109.312500 Penalty: 4323.076660
	Iteration 33Q: 3 clusters Score -711109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -711111.750000 Penalty: 4323.076660
	Iteration 34Q: 3 clusters Score -711111.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -711114.562500 Penalty: 4323.076660
	Iteration 35Q: 3 clusters Score -711114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -711115.937500 Penalty: 4323.076660
	Iteration 36Q: 3 clusters Score -711115.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -711115.937500 Penalty: 4323.076660
	Iteration 37F: 3 clusters Score -711115.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Entering Unmasked Estep 
Score: -4235529.000000 Penalty: 2601.601807
	Iteration 0F: 2 clusters Score -4235529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4211076.000000 Penalty: 5203.203613
	Iteration 0F: 3 clusters Score -4211076 nChanged 16349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4219877.000000 Penalty: 5203.203613
	Iteration 1F: 3 clusters Score -4219877 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -4220281.500000 Penalty: 5203.203613
	Iteration 2Q: 3 clusters Score -4220282 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -4220671.500000 Penalty: 5203.203613
	Iteration 3Q: 3 clusters Score -4220672 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -4221069.500000 Penalty: 5203.203613
	Iteration 4Q: 3 clusters Score -4221070 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -4221606.500000 Penalty: 5203.203613
	Iteration 5Q: 3 clusters Score -4221606 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -4222439.000000 Penalty: 5203.203613
	Iteration 6Q: 3 clusters Score -4222439 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -4223841.000000 Penalty: 5203.203613
	Iteration 7F: 3 clusters Score -4223841 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -4225988.500000 Penalty: 5203.203613
	Iteration 8F: 3 clusters Score -4225988 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4228665.500000 Penalty: 5203.203613
	Iteration 9F: 3 clusters Score -4228666 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -4231053.500000 Penalty: 5203.203613
	Iteration 10F: 3 clusters Score -4231054 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -4232366.500000 Penalty: 5203.203613
	Iteration 11Q: 3 clusters Score -4232366 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -4232883.000000 Penalty: 5203.203613
	Iteration 12Q: 3 clusters Score -4232883 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -4233030.500000 Penalty: 5203.203613
	Iteration 13Q: 3 clusters Score -4233030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -4233118.500000 Penalty: 5203.203613
	Iteration 14Q: 3 clusters Score -4233118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -4233160.000000 Penalty: 5203.203613
	Iteration 15Q: 3 clusters Score -4233160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4233191.500000 Penalty: 5203.203613
	Iteration 16Q: 3 clusters Score -4233192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -4233199.000000 Penalty: 5203.203613
	Iteration 17Q: 3 clusters Score -4233199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4233207.500000 Penalty: 5203.203613
	Iteration 18Q: 3 clusters Score -4233208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -4233215.500000 Penalty: 5203.203613
	Iteration 19Q: 3 clusters Score -4233216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4233224.000000 Penalty: 5203.203613
	Iteration 20F: 3 clusters Score -4233224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -4233224.500000 Penalty: 5203.203613
	Iteration 21Q: 3 clusters Score -4233224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -4233224.500000 Penalty: 5203.203613
	Iteration 22F: 3 clusters Score -4233224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Entering Unmasked Estep 
Score: -7599086.000000 Penalty: 2750.286865
	Iteration 0F: 2 clusters Score -7599086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -7555036.500000 Penalty: 5500.573730
	Iteration 0F: 3 clusters Score -7555036 nChanged 30593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -7571918.000000 Penalty: 5500.573730
	Iteration 1F: 3 clusters Score -7571918 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -7572405.000000 Penalty: 5500.573730
	Iteration 2Q: 3 clusters Score -7572405 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -7572925.000000 Penalty: 5500.573730
	Iteration 3Q: 3 clusters Score -7572925 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -7573529.500000 Penalty: 5500.573730
	Iteration 4Q: 3 clusters Score -7573530 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -7574303.000000 Penalty: 5500.573730
	Iteration 5Q: 3 clusters Score -7574303 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -7575543.000000 Penalty: 5500.573730
	Iteration 6Q: 3 clusters Score -7575543 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -7577466.500000 Penalty: 5500.573730
	Iteration 7F: 3 clusters Score -7577466 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -7580349.000000 Penalty: 5500.573730
	Iteration 8F: 3 clusters Score -7580349 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -7584146.500000 Penalty: 5500.573730
	Iteration 9F: 3 clusters Score -7584146 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -7588593.000000 Penalty: 5500.573730
	Iteration 10F: 3 clusters Score -7588593 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -7592425.500000 Penalty: 5500.573730
	Iteration 11F: 3 clusters Score -7592426 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7594829.000000 Penalty: 5500.573730
	Iteration 12Q: 3 clusters Score -7594829 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7595805.500000 Penalty: 5500.573730
	Iteration 13Q: 3 clusters Score -7595806 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7596245.000000 Penalty: 5500.573730
	Iteration 14Q: 3 clusters Score -7596245 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7596437.000000 Penalty: 5500.573730
	Iteration 15Q: 3 clusters Score -7596437 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7596546.000000 Penalty: 5500.573730
	Iteration 16Q: 3 clusters Score -7596546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7596605.500000 Penalty: 5500.573730
	Iteration 17Q: 3 clusters Score -7596606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7596634.000000 Penalty: 5500.573730
	Iteration 18Q: 3 clusters Score -7596634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7596641.500000 Penalty: 5500.573730
	Iteration 19Q: 3 clusters Score -7596642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65254 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7596653.500000 Penalty: 5500.573730
	Iteration 20F: 3 clusters Score -7596654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7596657.500000 Penalty: 5500.573730
	Iteration 21Q: 3 clusters Score -7596658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65254 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7596658.000000 Penalty: 5500.573730
	Iteration 22Q: 3 clusters Score -7596658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7596664.500000 Penalty: 5500.573730
	Iteration 23Q: 3 clusters Score -7596664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7596664.000000 Penalty: 5500.573730
	Iteration 24Q: 3 clusters Score -7596664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7596664.000000 Penalty: 5500.573730
	Iteration 25F: 3 clusters Score -7596664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Entering Unmasked Estep 
Score: -359879.687500 Penalty: 2012.352539
	Iteration 0F: 2 clusters Score -359879.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -356528.781250 Penalty: 4024.705078
	Iteration 0F: 3 clusters Score -356528.8 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -357551.468750 Penalty: 4024.705078
	Iteration 1F: 3 clusters Score -357551.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -358068.031250 Penalty: 4024.705078
	Iteration 2F: 3 clusters Score -358068 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -358526.968750 Penalty: 4024.705078
	Iteration 3F: 3 clusters Score -358527 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -358905.750000 Penalty: 4024.705078
	Iteration 4F: 3 clusters Score -358905.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -359244.750000 Penalty: 4024.705078
	Iteration 5F: 3 clusters Score -359244.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -359538.562500 Penalty: 4024.705078
	Iteration 6F: 3 clusters Score -359538.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -359774.937500 Penalty: 4024.705078
	Iteration 7Q: 3 clusters Score -359774.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -359873.562500 Penalty: 4024.705078
	Iteration 8Q: 3 clusters Score -359873.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -359930.968750 Penalty: 4024.705078
	Iteration 9Q: 3 clusters Score -359931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -359983.156250 Penalty: 4024.705078
	Iteration 10Q: 3 clusters Score -359983.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -360037.750000 Penalty: 4024.705078
	Iteration 11Q: 3 clusters Score -360037.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -360086.750000 Penalty: 4024.705078
	Iteration 12Q: 3 clusters Score -360086.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -360118.750000 Penalty: 4024.705078
	Iteration 13Q: 3 clusters Score -360118.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -360140.718750 Penalty: 4024.705078
	Iteration 14Q: 3 clusters Score -360140.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -360150.312500 Penalty: 4024.705078
	Iteration 15Q: 3 clusters Score -360150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -360153.062500 Penalty: 4024.705078
	Iteration 16Q: 3 clusters Score -360153.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -360153.062500 Penalty: 4024.705078
	Iteration 17F: 3 clusters Score -360153.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 3119 members 
Mstep: Class 3 contains 331226 members 
Mstep: Class 4 contains 36362 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20367 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16529 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35966 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 223 members 
Mstep: Class 15 contains 19444 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42295 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16009 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65511 members 
Mstep: Class 24 contains 90526 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92685952.000000 Penalty: 91179.304688
Splitting cluster 14 changes total score from -92687016.000000 to -92685952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (19444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Entering Unmasked Estep 
Score: -2290918.000000 Penalty: 2449.072754
	Iteration 0F: 2 clusters Score -2290918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2277219.500000 Penalty: 4898.145508
	Iteration 0F: 3 clusters Score -2277220 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2281747.500000 Penalty: 4898.145508
	Iteration 1F: 3 clusters Score -2281748 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2282121.500000 Penalty: 4898.145508
	Iteration 2F: 3 clusters Score -2282122 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2282437.000000 Penalty: 4898.145508
	Iteration 3Q: 3 clusters Score -2282437 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2282723.750000 Penalty: 4898.145508
	Iteration 4Q: 3 clusters Score -2282724 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2283001.750000 Penalty: 4898.145508
	Iteration 5Q: 3 clusters Score -2283002 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2283322.250000 Penalty: 4898.145508
	Iteration 6Q: 3 clusters Score -2283322 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2283742.750000 Penalty: 4898.145508
	Iteration 7Q: 3 clusters Score -2283743 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2284344.000000 Penalty: 4898.145508
	Iteration 8Q: 3 clusters Score -2284344 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2285115.000000 Penalty: 4898.145508
	Iteration 9F: 3 clusters Score -2285115 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2285960.250000 Penalty: 4898.145508
	Iteration 10F: 3 clusters Score -2285960 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2286640.500000 Penalty: 4898.145508
	Iteration 11Q: 3 clusters Score -2286640 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2287006.250000 Penalty: 4898.145508
	Iteration 12Q: 3 clusters Score -2287006 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2287210.250000 Penalty: 4898.145508
	Iteration 13Q: 3 clusters Score -2287210 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2287396.500000 Penalty: 4898.145508
	Iteration 14Q: 3 clusters Score -2287396 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2287535.250000 Penalty: 4898.145508
	Iteration 15Q: 3 clusters Score -2287535 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2287656.250000 Penalty: 4898.145508
	Iteration 16Q: 3 clusters Score -2287656 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2287750.250000 Penalty: 4898.145508
	Iteration 17Q: 3 clusters Score -2287750 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2287847.000000 Penalty: 4898.145508
	Iteration 18Q: 3 clusters Score -2287847 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2287939.500000 Penalty: 4898.145508
	Iteration 19Q: 3 clusters Score -2287940 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2288023.750000 Penalty: 4898.145508
	Iteration 20F: 3 clusters Score -2288024 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2288094.000000 Penalty: 4898.145508
	Iteration 21Q: 3 clusters Score -2288094 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2288147.000000 Penalty: 4898.145508
	Iteration 22Q: 3 clusters Score -2288147 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2288215.500000 Penalty: 4898.145508
	Iteration 23Q: 3 clusters Score -2288216 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2288273.750000 Penalty: 4898.145508
	Iteration 24Q: 3 clusters Score -2288274 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2288326.750000 Penalty: 4898.145508
	Iteration 25Q: 3 clusters Score -2288327 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2288375.500000 Penalty: 4898.145508
	Iteration 26Q: 3 clusters Score -2288376 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2288420.750000 Penalty: 4898.145508
	Iteration 27Q: 3 clusters Score -2288421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2288453.250000 Penalty: 4898.145508
	Iteration 28Q: 3 clusters Score -2288453 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2288481.000000 Penalty: 4898.145508
	Iteration 29Q: 3 clusters Score -2288481 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2288500.750000 Penalty: 4898.145508
	Iteration 30Q: 3 clusters Score -2288501 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2288533.750000 Penalty: 4898.145508
	Iteration 31Q: 3 clusters Score -2288534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2288550.750000 Penalty: 4898.145508
	Iteration 32Q: 3 clusters Score -2288551 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2288562.250000 Penalty: 4898.145508
	Iteration 33Q: 3 clusters Score -2288562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2288581.500000 Penalty: 4898.145508
	Iteration 34Q: 3 clusters Score -2288582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2288589.250000 Penalty: 4898.145508
	Iteration 35Q: 3 clusters Score -2288589 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2288606.500000 Penalty: 4898.145508
	Iteration 36Q: 3 clusters Score -2288606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2288617.250000 Penalty: 4898.145508
	Iteration 37Q: 3 clusters Score -2288617 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2288637.500000 Penalty: 4898.145508
	Iteration 38Q: 3 clusters Score -2288638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2288645.000000 Penalty: 4898.145508
	Iteration 39Q: 3 clusters Score -2288645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2288656.500000 Penalty: 4898.145508
	Iteration 40F: 3 clusters Score -2288656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2288672.250000 Penalty: 4898.145508
	Iteration 41Q: 3 clusters Score -2288672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2288686.250000 Penalty: 4898.145508
	Iteration 42Q: 3 clusters Score -2288686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2288694.250000 Penalty: 4898.145508
	Iteration 43Q: 3 clusters Score -2288694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2288716.500000 Penalty: 4898.145508
	Iteration 44Q: 3 clusters Score -2288716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2288736.500000 Penalty: 4898.145508
	Iteration 45Q: 3 clusters Score -2288736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2288753.250000 Penalty: 4898.145508
	Iteration 46Q: 3 clusters Score -2288753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2288765.250000 Penalty: 4898.145508
	Iteration 47Q: 3 clusters Score -2288765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2288772.250000 Penalty: 4898.145508
	Iteration 48Q: 3 clusters Score -2288772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2288782.500000 Penalty: 4898.145508
	Iteration 49Q: 3 clusters Score -2288782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2288785.750000 Penalty: 4898.145508
	Iteration 50Q: 3 clusters Score -2288786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2288796.250000 Penalty: 4898.145508
	Iteration 51Q: 3 clusters Score -2288796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2288799.250000 Penalty: 4898.145508
	Iteration 52Q: 3 clusters Score -2288799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2288802.500000 Penalty: 4898.145508
	Iteration 53Q: 3 clusters Score -2288802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2288804.750000 Penalty: 4898.145508
	Iteration 54Q: 3 clusters Score -2288805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2288804.250000 Penalty: 4898.145508
	Iteration 55Q: 3 clusters Score -2288804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2288810.500000 Penalty: 4898.145508
	Iteration 56Q: 3 clusters Score -2288810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2288807.750000 Penalty: 4898.145508
	Iteration 57Q: 3 clusters Score -2288808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2288811.750000 Penalty: 4898.145508
	Iteration 58Q: 3 clusters Score -2288812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2288814.500000 Penalty: 4898.145508
	Iteration 59Q: 3 clusters Score -2288814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2288818.500000 Penalty: 4898.145508
	Iteration 60F: 3 clusters Score -2288818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2288813.500000 Penalty: 4898.145508
	Iteration 61Q: 3 clusters Score -2288814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2288816.750000 Penalty: 4898.145508
	Iteration 62Q: 3 clusters Score -2288817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2288818.500000 Penalty: 4898.145508
	Iteration 63Q: 3 clusters Score -2288818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2288822.000000 Penalty: 4898.145508
	Iteration 64Q: 3 clusters Score -2288822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2288825.250000 Penalty: 4898.145508
	Iteration 65Q: 3 clusters Score -2288825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2288829.500000 Penalty: 4898.145508
	Iteration 66Q: 3 clusters Score -2288830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2288827.500000 Penalty: 4898.145508
	Iteration 67Q: 3 clusters Score -2288828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2288826.500000 Penalty: 4898.145508
	Iteration 68Q: 3 clusters Score -2288826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2288826.500000 Penalty: 4898.145508
	Iteration 69F: 3 clusters Score -2288826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -56604.718750 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -56604.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55097.828125 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -55097.83 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55243.175781 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -55243.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55283.132812 Penalty: 3125.189941
	Iteration 2Q: 3 clusters Score -55283.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55306.000000 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -55306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55326.359375 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -55326.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55343.296875 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -55343.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55362.757812 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -55362.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55389.437500 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -55389.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55400.898438 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -55400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55406.011719 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -55406.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55407.500000 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -55407.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55407.500000 Penalty: 3125.189941
	Iteration 11F: 3 clusters Score -55407.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Entering Unmasked Estep 
Score: -4764383.500000 Penalty: 2641.801025
	Iteration 0F: 2 clusters Score -4764384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -4735682.000000 Penalty: 5283.602051
	Iteration 0F: 3 clusters Score -4735682 nChanged 19479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -4746453.000000 Penalty: 5283.602051
	Iteration 1F: 3 clusters Score -4746453 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -4746950.500000 Penalty: 5283.602051
	Iteration 2Q: 3 clusters Score -4746950 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -4747352.500000 Penalty: 5283.602051
	Iteration 3Q: 3 clusters Score -4747352 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4747855.000000 Penalty: 5283.602051
	Iteration 4Q: 3 clusters Score -4747855 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -4748548.000000 Penalty: 5283.602051
	Iteration 5Q: 3 clusters Score -4748548 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -4749434.500000 Penalty: 5283.602051
	Iteration 6Q: 3 clusters Score -4749434 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -4750688.500000 Penalty: 5283.602051
	Iteration 7F: 3 clusters Score -4750688 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -4752262.500000 Penalty: 5283.602051
	Iteration 8F: 3 clusters Score -4752262 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -4754143.000000 Penalty: 5283.602051
	Iteration 9F: 3 clusters Score -4754143 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -4755963.500000 Penalty: 5283.602051
	Iteration 10F: 3 clusters Score -4755964 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -4757504.000000 Penalty: 5283.602051
	Iteration 11Q: 3 clusters Score -4757504 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -4758646.000000 Penalty: 5283.602051
	Iteration 12Q: 3 clusters Score -4758646 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -4759537.500000 Penalty: 5283.602051
	Iteration 13Q: 3 clusters Score -4759538 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -4760925.000000 Penalty: 5283.602051
	Iteration 14Q: 3 clusters Score -4760925 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -4761897.000000 Penalty: 5283.602051
	Iteration 15Q: 3 clusters Score -4761897 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -4762132.500000 Penalty: 5283.602051
	Iteration 16Q: 3 clusters Score -4762132 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -4762233.000000 Penalty: 5283.602051
	Iteration 17Q: 3 clusters Score -4762233 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -4762271.000000 Penalty: 5283.602051
	Iteration 18Q: 3 clusters Score -4762271 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -4762326.500000 Penalty: 5283.602051
	Iteration 19Q: 3 clusters Score -4762326 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -4762354.500000 Penalty: 5283.602051
	Iteration 20F: 3 clusters Score -4762354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -4762366.500000 Penalty: 5283.602051
	Iteration 21Q: 3 clusters Score -4762366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -4762374.000000 Penalty: 5283.602051
	Iteration 22Q: 3 clusters Score -4762374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -4762387.500000 Penalty: 5283.602051
	Iteration 23Q: 3 clusters Score -4762388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -4762400.500000 Penalty: 5283.602051
	Iteration 24Q: 3 clusters Score -4762400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -4762411.000000 Penalty: 5283.602051
	Iteration 25Q: 3 clusters Score -4762411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -4762411.000000 Penalty: 5283.602051
	Iteration 26Q: 3 clusters Score -4762411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -4762417.000000 Penalty: 5283.602051
	Iteration 27Q: 3 clusters Score -4762417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -4762425.500000 Penalty: 5283.602051
	Iteration 28Q: 3 clusters Score -4762426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -4762428.500000 Penalty: 5283.602051
	Iteration 29Q: 3 clusters Score -4762428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -4762440.000000 Penalty: 5283.602051
	Iteration 30Q: 3 clusters Score -4762440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -4762453.000000 Penalty: 5283.602051
	Iteration 31Q: 3 clusters Score -4762453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -4762460.000000 Penalty: 5283.602051
	Iteration 32Q: 3 clusters Score -4762460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -4762455.500000 Penalty: 5283.602051
	Iteration 33Q: 3 clusters Score -4762456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -4762469.000000 Penalty: 5283.602051
	Iteration 34Q: 3 clusters Score -4762469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -4762470.500000 Penalty: 5283.602051
	Iteration 35Q: 3 clusters Score -4762470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -4762470.500000 Penalty: 5283.602051
	Iteration 36Q: 3 clusters Score -4762470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -4762468.000000 Penalty: 5283.602051
	Iteration 37Q: 3 clusters Score -4762468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -4762474.000000 Penalty: 5283.602051
	Iteration 38Q: 3 clusters Score -4762474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -4762476.500000 Penalty: 5283.602051
	Iteration 39Q: 3 clusters Score -4762476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -4762483.000000 Penalty: 5283.602051
	Iteration 40F: 3 clusters Score -4762483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -4762486.000000 Penalty: 5283.602051
	Iteration 41Q: 3 clusters Score -4762486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -4762491.500000 Penalty: 5283.602051
	Iteration 42Q: 3 clusters Score -4762492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -4762495.500000 Penalty: 5283.602051
	Iteration 43Q: 3 clusters Score -4762496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -4762497.000000 Penalty: 5283.602051
	Iteration 44Q: 3 clusters Score -4762497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -4762504.000000 Penalty: 5283.602051
	Iteration 45Q: 3 clusters Score -4762504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -4762500.000000 Penalty: 5283.602051
	Iteration 46Q: 3 clusters Score -4762500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -4762507.000000 Penalty: 5283.602051
	Iteration 47Q: 3 clusters Score -4762507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -4762501.500000 Penalty: 5283.602051
	Iteration 48Q: 3 clusters Score -4762502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -4762520.500000 Penalty: 5283.602051
	Iteration 49Q: 3 clusters Score -4762520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -4762519.000000 Penalty: 5283.602051
	Iteration 50Q: 3 clusters Score -4762519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -4762522.000000 Penalty: 5283.602051
	Iteration 51Q: 3 clusters Score -4762522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -4762520.500000 Penalty: 5283.602051
	Iteration 52Q: 3 clusters Score -4762520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -4762519.500000 Penalty: 5283.602051
	Iteration 53Q: 3 clusters Score -4762520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -4762521.500000 Penalty: 5283.602051
	Iteration 54Q: 3 clusters Score -4762522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -4762527.500000 Penalty: 5283.602051
	Iteration 55Q: 3 clusters Score -4762528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -4762525.500000 Penalty: 5283.602051
	Iteration 56Q: 3 clusters Score -4762526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -4762524.000000 Penalty: 5283.602051
	Iteration 57Q: 3 clusters Score -4762524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -4762518.000000 Penalty: 5283.602051
	Iteration 58Q: 3 clusters Score -4762518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -4762513.000000 Penalty: 5283.602051
	Iteration 59Q: 3 clusters Score -4762513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -4762519.500000 Penalty: 5283.602051
	Iteration 60F: 3 clusters Score -4762520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -4762525.000000 Penalty: 5283.602051
	Iteration 61Q: 3 clusters Score -4762525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -4762520.000000 Penalty: 5283.602051
	Iteration 62Q: 3 clusters Score -4762520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -4762521.500000 Penalty: 5283.602051
	Iteration 63Q: 3 clusters Score -4762522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -4762528.000000 Penalty: 5283.602051
	Iteration 64Q: 3 clusters Score -4762528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -4762520.000000 Penalty: 5283.602051
	Iteration 65Q: 3 clusters Score -4762520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -4762517.500000 Penalty: 5283.602051
	Iteration 66Q: 3 clusters Score -4762518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -4762519.000000 Penalty: 5283.602051
	Iteration 67Q: 3 clusters Score -4762519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -4762518.500000 Penalty: 5283.602051
	Iteration 68Q: 3 clusters Score -4762518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -4762520.000000 Penalty: 5283.602051
	Iteration 69Q: 3 clusters Score -4762520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -4762526.500000 Penalty: 5283.602051
	Iteration 70Q: 3 clusters Score -4762526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -4762521.000000 Penalty: 5283.602051
	Iteration 71Q: 3 clusters Score -4762521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -4762521.000000 Penalty: 5283.602051
	Iteration 72F: 3 clusters Score -4762521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Entering Unmasked Estep 
Score: -639611.500000 Penalty: 2141.209473
	Iteration 0F: 2 clusters Score -639611.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -634719.687500 Penalty: 4282.418945
	Iteration 0F: 3 clusters Score -634719.7 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -635854.687500 Penalty: 4282.418945
	Iteration 1F: 3 clusters Score -635854.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -636069.875000 Penalty: 4282.418945
	Iteration 2F: 3 clusters Score -636069.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -636202.187500 Penalty: 4282.418945
	Iteration 3Q: 3 clusters Score -636202.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -636284.750000 Penalty: 4282.418945
	Iteration 4Q: 3 clusters Score -636284.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -636359.000000 Penalty: 4282.418945
	Iteration 5Q: 3 clusters Score -636359 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -636412.250000 Penalty: 4282.418945
	Iteration 6Q: 3 clusters Score -636412.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -636462.000000 Penalty: 4282.418945
	Iteration 7Q: 3 clusters Score -636462 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -636506.437500 Penalty: 4282.418945
	Iteration 8Q: 3 clusters Score -636506.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -636553.437500 Penalty: 4282.418945
	Iteration 9Q: 3 clusters Score -636553.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -636598.187500 Penalty: 4282.418945
	Iteration 10Q: 3 clusters Score -636598.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -636630.687500 Penalty: 4282.418945
	Iteration 11Q: 3 clusters Score -636630.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -636657.312500 Penalty: 4282.418945
	Iteration 12Q: 3 clusters Score -636657.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -636684.437500 Penalty: 4282.418945
	Iteration 13Q: 3 clusters Score -636684.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -636719.375000 Penalty: 4282.418945
	Iteration 14Q: 3 clusters Score -636719.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -636747.125000 Penalty: 4282.418945
	Iteration 15Q: 3 clusters Score -636747.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -636771.937500 Penalty: 4282.418945
	Iteration 16Q: 3 clusters Score -636771.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -636802.187500 Penalty: 4282.418945
	Iteration 17Q: 3 clusters Score -636802.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -636834.625000 Penalty: 4282.418945
	Iteration 18Q: 3 clusters Score -636834.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -636868.125000 Penalty: 4282.418945
	Iteration 19Q: 3 clusters Score -636868.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -636902.437500 Penalty: 4282.418945
	Iteration 20F: 3 clusters Score -636902.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -636935.812500 Penalty: 4282.418945
	Iteration 21Q: 3 clusters Score -636935.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -636975.000000 Penalty: 4282.418945
	Iteration 22Q: 3 clusters Score -636975 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -637022.437500 Penalty: 4282.418945
	Iteration 23Q: 3 clusters Score -637022.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -637068.937500 Penalty: 4282.418945
	Iteration 24Q: 3 clusters Score -637068.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -637116.000000 Penalty: 4282.418945
	Iteration 25Q: 3 clusters Score -637116 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -637162.500000 Penalty: 4282.418945
	Iteration 26Q: 3 clusters Score -637162.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -637211.875000 Penalty: 4282.418945
	Iteration 27Q: 3 clusters Score -637211.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -637246.937500 Penalty: 4282.418945
	Iteration 28Q: 3 clusters Score -637246.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -637280.687500 Penalty: 4282.418945
	Iteration 29Q: 3 clusters Score -637280.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -637311.250000 Penalty: 4282.418945
	Iteration 30Q: 3 clusters Score -637311.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -637338.687500 Penalty: 4282.418945
	Iteration 31Q: 3 clusters Score -637338.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -637359.250000 Penalty: 4282.418945
	Iteration 32Q: 3 clusters Score -637359.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -637386.437500 Penalty: 4282.418945
	Iteration 33Q: 3 clusters Score -637386.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -637407.437500 Penalty: 4282.418945
	Iteration 34Q: 3 clusters Score -637407.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -637424.187500 Penalty: 4282.418945
	Iteration 35Q: 3 clusters Score -637424.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -637446.000000 Penalty: 4282.418945
	Iteration 36Q: 3 clusters Score -637446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -637465.875000 Penalty: 4282.418945
	Iteration 37Q: 3 clusters Score -637465.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -637484.625000 Penalty: 4282.418945
	Iteration 38Q: 3 clusters Score -637484.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -637504.125000 Penalty: 4282.418945
	Iteration 39Q: 3 clusters Score -637504.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -637522.562500 Penalty: 4282.418945
	Iteration 40F: 3 clusters Score -637522.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -637539.687500 Penalty: 4282.418945
	Iteration 41Q: 3 clusters Score -637539.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -637553.812500 Penalty: 4282.418945
	Iteration 42Q: 3 clusters Score -637553.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -637571.437500 Penalty: 4282.418945
	Iteration 43Q: 3 clusters Score -637571.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -637589.687500 Penalty: 4282.418945
	Iteration 44Q: 3 clusters Score -637589.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -637602.562500 Penalty: 4282.418945
	Iteration 45Q: 3 clusters Score -637602.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -637615.312500 Penalty: 4282.418945
	Iteration 46Q: 3 clusters Score -637615.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -637628.312500 Penalty: 4282.418945
	Iteration 47Q: 3 clusters Score -637628.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -637637.500000 Penalty: 4282.418945
	Iteration 48Q: 3 clusters Score -637637.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -637643.187500 Penalty: 4282.418945
	Iteration 49Q: 3 clusters Score -637643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -637645.187500 Penalty: 4282.418945
	Iteration 50Q: 3 clusters Score -637645.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -637649.125000 Penalty: 4282.418945
	Iteration 51Q: 3 clusters Score -637649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -637652.875000 Penalty: 4282.418945
	Iteration 52Q: 3 clusters Score -637652.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -637657.750000 Penalty: 4282.418945
	Iteration 53Q: 3 clusters Score -637657.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -637663.187500 Penalty: 4282.418945
	Iteration 54Q: 3 clusters Score -637663.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -637667.312500 Penalty: 4282.418945
	Iteration 55Q: 3 clusters Score -637667.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -637675.312500 Penalty: 4282.418945
	Iteration 56Q: 3 clusters Score -637675.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -637679.375000 Penalty: 4282.418945
	Iteration 57Q: 3 clusters Score -637679.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -637682.312500 Penalty: 4282.418945
	Iteration 58Q: 3 clusters Score -637682.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -637688.562500 Penalty: 4282.418945
	Iteration 59Q: 3 clusters Score -637688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -637694.125000 Penalty: 4282.418945
	Iteration 60F: 3 clusters Score -637694.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -637697.875000 Penalty: 4282.418945
	Iteration 61Q: 3 clusters Score -637697.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -637700.375000 Penalty: 4282.418945
	Iteration 62Q: 3 clusters Score -637700.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -637706.250000 Penalty: 4282.418945
	Iteration 63Q: 3 clusters Score -637706.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -637713.125000 Penalty: 4282.418945
	Iteration 64Q: 3 clusters Score -637713.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -637716.250000 Penalty: 4282.418945
	Iteration 65Q: 3 clusters Score -637716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -637718.375000 Penalty: 4282.418945
	Iteration 66Q: 3 clusters Score -637718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -637718.562500 Penalty: 4282.418945
	Iteration 67Q: 3 clusters Score -637718.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -637718.187500 Penalty: 4282.418945
	Iteration 68Q: 3 clusters Score -637718.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -637718.187500 Penalty: 4282.418945
	Iteration 69F: 3 clusters Score -637718.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Entering Unmasked Estep 
Score: -1881197.125000 Penalty: 2400.864746
	Iteration 0F: 2 clusters Score -1881197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1869571.125000 Penalty: 4801.729492
	Iteration 0F: 3 clusters Score -1869571 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1873169.500000 Penalty: 4801.729492
	Iteration 1F: 3 clusters Score -1873170 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1873525.625000 Penalty: 4801.729492
	Iteration 2F: 3 clusters Score -1873526 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1873818.875000 Penalty: 4801.729492
	Iteration 3Q: 3 clusters Score -1873819 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1874070.750000 Penalty: 4801.729492
	Iteration 4Q: 3 clusters Score -1874071 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1874287.375000 Penalty: 4801.729492
	Iteration 5Q: 3 clusters Score -1874287 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1874512.875000 Penalty: 4801.729492
	Iteration 6Q: 3 clusters Score -1874513 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1874795.625000 Penalty: 4801.729492
	Iteration 7Q: 3 clusters Score -1874796 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1875112.875000 Penalty: 4801.729492
	Iteration 8Q: 3 clusters Score -1875113 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1875500.375000 Penalty: 4801.729492
	Iteration 9Q: 3 clusters Score -1875500 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1875960.750000 Penalty: 4801.729492
	Iteration 10Q: 3 clusters Score -1875961 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1876508.500000 Penalty: 4801.729492
	Iteration 11Q: 3 clusters Score -1876508 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1877124.000000 Penalty: 4801.729492
	Iteration 12Q: 3 clusters Score -1877124 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1877731.750000 Penalty: 4801.729492
	Iteration 13Q: 3 clusters Score -1877732 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1878193.375000 Penalty: 4801.729492
	Iteration 14Q: 3 clusters Score -1878193 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1878504.750000 Penalty: 4801.729492
	Iteration 15Q: 3 clusters Score -1878505 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1878708.000000 Penalty: 4801.729492
	Iteration 16Q: 3 clusters Score -1878708 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1878836.125000 Penalty: 4801.729492
	Iteration 17Q: 3 clusters Score -1878836 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1878938.875000 Penalty: 4801.729492
	Iteration 18Q: 3 clusters Score -1878939 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1879000.875000 Penalty: 4801.729492
	Iteration 19Q: 3 clusters Score -1879001 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1879041.500000 Penalty: 4801.729492
	Iteration 20F: 3 clusters Score -1879042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1879065.875000 Penalty: 4801.729492
	Iteration 21Q: 3 clusters Score -1879066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1879082.000000 Penalty: 4801.729492
	Iteration 22Q: 3 clusters Score -1879082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1879099.375000 Penalty: 4801.729492
	Iteration 23Q: 3 clusters Score -1879099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1879113.500000 Penalty: 4801.729492
	Iteration 24Q: 3 clusters Score -1879114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1879126.500000 Penalty: 4801.729492
	Iteration 25Q: 3 clusters Score -1879126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1879135.625000 Penalty: 4801.729492
	Iteration 26Q: 3 clusters Score -1879136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1879145.625000 Penalty: 4801.729492
	Iteration 27Q: 3 clusters Score -1879146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1879153.375000 Penalty: 4801.729492
	Iteration 28Q: 3 clusters Score -1879153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1879157.250000 Penalty: 4801.729492
	Iteration 29Q: 3 clusters Score -1879157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1879166.500000 Penalty: 4801.729492
	Iteration 30Q: 3 clusters Score -1879166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1879170.375000 Penalty: 4801.729492
	Iteration 31Q: 3 clusters Score -1879170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1879174.875000 Penalty: 4801.729492
	Iteration 32Q: 3 clusters Score -1879175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1879174.875000 Penalty: 4801.729492
	Iteration 33Q: 3 clusters Score -1879175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1879178.250000 Penalty: 4801.729492
	Iteration 34Q: 3 clusters Score -1879178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1879181.125000 Penalty: 4801.729492
	Iteration 35Q: 3 clusters Score -1879181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1879181.000000 Penalty: 4801.729492
	Iteration 36Q: 3 clusters Score -1879181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1879183.875000 Penalty: 4801.729492
	Iteration 37Q: 3 clusters Score -1879184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1879183.875000 Penalty: 4801.729492
	Iteration 38F: 3 clusters Score -1879184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -82069.718750 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -82069.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80310.593750 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -80310.59 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80505.875000 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -80505.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80564.351562 Penalty: 3284.217285
	Iteration 2Q: 3 clusters Score -80564.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80599.015625 Penalty: 3284.217285
	Iteration 3Q: 3 clusters Score -80599.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80611.828125 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -80611.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80618.695312 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -80618.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80621.242188 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -80621.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80622.750000 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -80622.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80622.750000 Penalty: 3284.217285
	Iteration 8F: 3 clusters Score -80622.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -75657.304688 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -75657.3 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 392 members 
Entering Unmasked Estep 
Score: -73940.515625 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -73940.52 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74584.328125 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -74584.33 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75132.789062 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -75132.79 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -75728.492188 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -75728.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -76285.539062 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -76285.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -76502.867188 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -76502.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -76565.960938 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -76565.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76583.671875 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -76583.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76603.882812 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -76603.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76610.835938 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -76610.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76613.695312 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -76613.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76615.007812 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -76615.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76615.007812 Penalty: 3301.736328
	Iteration 12F: 3 clusters Score -76615.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 331226 members 
Mstep: Class 4 contains 36362 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20367 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16529 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35966 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19444 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42295 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16009 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 529 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65511 members 
Mstep: Class 24 contains 90526 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686208.000000 Penalty: 91179.304688
Splitting cluster 21 changes total score from -92687016.000000 to -92686208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -110955.218750 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -110955.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -108993.195312 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -108993.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109541.257812 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -109541.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109982.398438 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -109982.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -110736.101562 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -110736.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -111168.117188 Penalty: 3461.656006
	Iteration 4F: 3 clusters Score -111168.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -111755.500000 Penalty: 3461.656006
	Iteration 5F: 3 clusters Score -111755.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -112312.539062 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -112312.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -112318.468750 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -112318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -112319.796875 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -112319.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -112319.796875 Penalty: 3461.656006
	Iteration 9F: 3 clusters Score -112319.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 331226 members 
Mstep: Class 4 contains 36362 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20367 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16529 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35966 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19444 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42295 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16009 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 65511 members 
Mstep: Class 24 contains 90526 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686752.000000 Penalty: 91179.304688
Splitting cluster 22 changes total score from -92687016.000000 to -92686752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (65511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Entering Unmasked Estep 
Score: -7701170.000000 Penalty: 2750.313477
	Iteration 0F: 2 clusters Score -7701170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -7656998.500000 Penalty: 5500.626953
	Iteration 0F: 3 clusters Score -7656998 nChanged 30600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -7674693.000000 Penalty: 5500.626953
	Iteration 1F: 3 clusters Score -7674693 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -7675773.000000 Penalty: 5500.626953
	Iteration 2Q: 3 clusters Score -7675773 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -7677521.000000 Penalty: 5500.626953
	Iteration 3F: 3 clusters Score -7677521 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -7680358.500000 Penalty: 5500.626953
	Iteration 4F: 3 clusters Score -7680358 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -7685086.500000 Penalty: 5500.626953
	Iteration 5F: 3 clusters Score -7685086 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
Score: -7690792.500000 Penalty: 5500.626953
	Iteration 6F: 3 clusters Score -7690792 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -7695370.000000 Penalty: 5500.626953
	Iteration 7F: 3 clusters Score -7695370 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -7697582.500000 Penalty: 5500.626953
	Iteration 8Q: 3 clusters Score -7697582 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -7698390.000000 Penalty: 5500.626953
	Iteration 9Q: 3 clusters Score -7698390 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -7698693.000000 Penalty: 5500.626953
	Iteration 10Q: 3 clusters Score -7698693 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -7698804.000000 Penalty: 5500.626953
	Iteration 11Q: 3 clusters Score -7698804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -7698867.500000 Penalty: 5500.626953
	Iteration 12Q: 3 clusters Score -7698868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -7698918.000000 Penalty: 5500.626953
	Iteration 13Q: 3 clusters Score -7698918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -7698957.000000 Penalty: 5500.626953
	Iteration 14Q: 3 clusters Score -7698957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -7698978.500000 Penalty: 5500.626953
	Iteration 15Q: 3 clusters Score -7698978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -7699004.500000 Penalty: 5500.626953
	Iteration 16Q: 3 clusters Score -7699004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -7699008.000000 Penalty: 5500.626953
	Iteration 17Q: 3 clusters Score -7699008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -7699020.000000 Penalty: 5500.626953
	Iteration 18Q: 3 clusters Score -7699020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -7699018.500000 Penalty: 5500.626953
	Iteration 19Q: 3 clusters Score -7699018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -7699018.500000 Penalty: 5500.626953
	Iteration 20F: 3 clusters Score -7699018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (90526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Entering Unmasked Estep 
Score: -10519721.000000 Penalty: 2830.521240
	Iteration 0F: 2 clusters Score -1.051972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -10459310.000000 Penalty: 5661.042480
	Iteration 0F: 3 clusters Score -1.045931e+07 nChanged 42753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -10483737.000000 Penalty: 5661.042480
	Iteration 1F: 3 clusters Score -1.048374e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -10484398.000000 Penalty: 5661.042480
	Iteration 2Q: 3 clusters Score -1.04844e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -10485072.000000 Penalty: 5661.042480
	Iteration 3Q: 3 clusters Score -1.048507e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -10485832.000000 Penalty: 5661.042480
	Iteration 4Q: 3 clusters Score -1.048583e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -10486651.000000 Penalty: 5661.042480
	Iteration 5Q: 3 clusters Score -1.048665e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -10487639.000000 Penalty: 5661.042480
	Iteration 6Q: 3 clusters Score -1.048764e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -10488785.000000 Penalty: 5661.042480
	Iteration 7Q: 3 clusters Score -1.048878e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -10490174.000000 Penalty: 5661.042480
	Iteration 8Q: 3 clusters Score -1.049017e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -10492118.000000 Penalty: 5661.042480
	Iteration 9Q: 3 clusters Score -1.049212e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -10494744.000000 Penalty: 5661.042480
	Iteration 10Q: 3 clusters Score -1.049474e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -10497952.000000 Penalty: 5661.042480
	Iteration 11F: 3 clusters Score -1.049795e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -10500971.000000 Penalty: 5661.042480
	Iteration 12F: 3 clusters Score -1.050097e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -10503004.000000 Penalty: 5661.042480
	Iteration 13Q: 3 clusters Score -1.0503e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -10503997.000000 Penalty: 5661.042480
	Iteration 14Q: 3 clusters Score -1.0504e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -10504445.000000 Penalty: 5661.042480
	Iteration 15Q: 3 clusters Score -1.050444e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -10504847.000000 Penalty: 5661.042480
	Iteration 16Q: 3 clusters Score -1.050485e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -10505181.000000 Penalty: 5661.042480
	Iteration 17Q: 3 clusters Score -1.050518e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -10505513.000000 Penalty: 5661.042480
	Iteration 18Q: 3 clusters Score -1.050551e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -10505801.000000 Penalty: 5661.042480
	Iteration 19Q: 3 clusters Score -1.05058e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -10506191.000000 Penalty: 5661.042480
	Iteration 20F: 3 clusters Score -1.050619e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -10506388.000000 Penalty: 5661.042480
	Iteration 21Q: 3 clusters Score -1.050639e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -10506478.000000 Penalty: 5661.042480
	Iteration 22Q: 3 clusters Score -1.050648e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -10506706.000000 Penalty: 5661.042480
	Iteration 23Q: 3 clusters Score -1.050671e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -10506902.000000 Penalty: 5661.042480
	Iteration 24Q: 3 clusters Score -1.05069e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -10507074.000000 Penalty: 5661.042480
	Iteration 25Q: 3 clusters Score -1.050707e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -10507227.000000 Penalty: 5661.042480
	Iteration 26Q: 3 clusters Score -1.050723e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -10507404.000000 Penalty: 5661.042480
	Iteration 27Q: 3 clusters Score -1.05074e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -10507533.000000 Penalty: 5661.042480
	Iteration 28Q: 3 clusters Score -1.050753e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -10507633.000000 Penalty: 5661.042480
	Iteration 29Q: 3 clusters Score -1.050763e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -10507751.000000 Penalty: 5661.042480
	Iteration 30Q: 3 clusters Score -1.050775e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -10507839.000000 Penalty: 5661.042480
	Iteration 31Q: 3 clusters Score -1.050784e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -10507924.000000 Penalty: 5661.042480
	Iteration 32Q: 3 clusters Score -1.050792e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -10508064.000000 Penalty: 5661.042480
	Iteration 33Q: 3 clusters Score -1.050806e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -10508161.000000 Penalty: 5661.042480
	Iteration 34Q: 3 clusters Score -1.050816e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -10508221.000000 Penalty: 5661.042480
	Iteration 35Q: 3 clusters Score -1.050822e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -10508295.000000 Penalty: 5661.042480
	Iteration 36Q: 3 clusters Score -1.05083e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -10508367.000000 Penalty: 5661.042480
	Iteration 37Q: 3 clusters Score -1.050837e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -10508429.000000 Penalty: 5661.042480
	Iteration 38Q: 3 clusters Score -1.050843e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -10508461.000000 Penalty: 5661.042480
	Iteration 39Q: 3 clusters Score -1.050846e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -10508487.000000 Penalty: 5661.042480
	Iteration 40F: 3 clusters Score -1.050849e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -10508519.000000 Penalty: 5661.042480
	Iteration 41Q: 3 clusters Score -1.050852e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -10508548.000000 Penalty: 5661.042480
	Iteration 42Q: 3 clusters Score -1.050855e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -10508576.000000 Penalty: 5661.042480
	Iteration 43Q: 3 clusters Score -1.050858e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -10508617.000000 Penalty: 5661.042480
	Iteration 44Q: 3 clusters Score -1.050862e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -10508695.000000 Penalty: 5661.042480
	Iteration 45Q: 3 clusters Score -1.05087e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -10508736.000000 Penalty: 5661.042480
	Iteration 46Q: 3 clusters Score -1.050874e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -10508755.000000 Penalty: 5661.042480
	Iteration 47Q: 3 clusters Score -1.050876e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -10508799.000000 Penalty: 5661.042480
	Iteration 48Q: 3 clusters Score -1.05088e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -10508813.000000 Penalty: 5661.042480
	Iteration 49Q: 3 clusters Score -1.050881e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -10508836.000000 Penalty: 5661.042480
	Iteration 50Q: 3 clusters Score -1.050884e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -10508812.000000 Penalty: 5661.042480
	Iteration 51Q: 3 clusters Score -1.050881e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -10508850.000000 Penalty: 5661.042480
	Iteration 52Q: 3 clusters Score -1.050885e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -10508862.000000 Penalty: 5661.042480
	Iteration 53Q: 3 clusters Score -1.050886e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -10508861.000000 Penalty: 5661.042480
	Iteration 54Q: 3 clusters Score -1.050886e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -10508849.000000 Penalty: 5661.042480
	Iteration 55Q: 3 clusters Score -1.050885e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -10508881.000000 Penalty: 5661.042480
	Iteration 56Q: 3 clusters Score -1.050888e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -10508919.000000 Penalty: 5661.042480
	Iteration 57Q: 3 clusters Score -1.050892e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -10508950.000000 Penalty: 5661.042480
	Iteration 58Q: 3 clusters Score -1.050895e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -10508946.000000 Penalty: 5661.042480
	Iteration 59Q: 3 clusters Score -1.050895e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -10508955.000000 Penalty: 5661.042480
	Iteration 60F: 3 clusters Score -1.050896e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -10508964.000000 Penalty: 5661.042480
	Iteration 61Q: 3 clusters Score -1.050896e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -10509011.000000 Penalty: 5661.042480
	Iteration 62Q: 3 clusters Score -1.050901e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -10509027.000000 Penalty: 5661.042480
	Iteration 63Q: 3 clusters Score -1.050903e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -10509074.000000 Penalty: 5661.042480
	Iteration 64Q: 3 clusters Score -1.050907e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -10509112.000000 Penalty: 5661.042480
	Iteration 65Q: 3 clusters Score -1.050911e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -10509150.000000 Penalty: 5661.042480
	Iteration 66Q: 3 clusters Score -1.050915e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -10509171.000000 Penalty: 5661.042480
	Iteration 67Q: 3 clusters Score -1.050917e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -10509189.000000 Penalty: 5661.042480
	Iteration 68Q: 3 clusters Score -1.050919e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -10509177.000000 Penalty: 5661.042480
	Iteration 69Q: 3 clusters Score -1.050918e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -10509198.000000 Penalty: 5661.042480
	Iteration 70Q: 3 clusters Score -1.05092e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -10509230.000000 Penalty: 5661.042480
	Iteration 71Q: 3 clusters Score -1.050923e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -10509250.000000 Penalty: 5661.042480
	Iteration 72Q: 3 clusters Score -1.050925e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -10509236.000000 Penalty: 5661.042480
	Iteration 73Q: 3 clusters Score -1.050924e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -10509233.000000 Penalty: 5661.042480
	Iteration 74Q: 3 clusters Score -1.050923e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -10509273.000000 Penalty: 5661.042480
	Iteration 75Q: 3 clusters Score -1.050927e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -10509271.000000 Penalty: 5661.042480
	Iteration 76Q: 3 clusters Score -1.050927e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -10509318.000000 Penalty: 5661.042480
	Iteration 77Q: 3 clusters Score -1.050932e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -10509331.000000 Penalty: 5661.042480
	Iteration 78Q: 3 clusters Score -1.050933e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -10509361.000000 Penalty: 5661.042480
	Iteration 79Q: 3 clusters Score -1.050936e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -10509389.000000 Penalty: 5661.042480
	Iteration 80F: 3 clusters Score -1.050939e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -10509389.000000 Penalty: 5661.042480
	Iteration 81Q: 3 clusters Score -1.050939e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -10509404.000000 Penalty: 5661.042480
	Iteration 82Q: 3 clusters Score -1.05094e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -10509440.000000 Penalty: 5661.042480
	Iteration 83Q: 3 clusters Score -1.050944e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -10509479.000000 Penalty: 5661.042480
	Iteration 84Q: 3 clusters Score -1.050948e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -10509546.000000 Penalty: 5661.042480
	Iteration 85Q: 3 clusters Score -1.050955e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -10509659.000000 Penalty: 5661.042480
	Iteration 86Q: 3 clusters Score -1.050966e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -10509743.000000 Penalty: 5661.042480
	Iteration 87Q: 3 clusters Score -1.050974e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -10509806.000000 Penalty: 5661.042480
	Iteration 88Q: 3 clusters Score -1.050981e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
Score: -10509878.000000 Penalty: 5661.042480
	Iteration 89Q: 3 clusters Score -1.050988e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -10509976.000000 Penalty: 5661.042480
	Iteration 90Q: 3 clusters Score -1.050998e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -10510076.000000 Penalty: 5661.042480
	Iteration 91Q: 3 clusters Score -1.051008e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -10510151.000000 Penalty: 5661.042480
	Iteration 92Q: 3 clusters Score -1.051015e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -10510195.000000 Penalty: 5661.042480
	Iteration 93Q: 3 clusters Score -1.05102e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -10510292.000000 Penalty: 5661.042480
	Iteration 94Q: 3 clusters Score -1.051029e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -10510388.000000 Penalty: 5661.042480
	Iteration 95Q: 3 clusters Score -1.051039e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -10510536.000000 Penalty: 5661.042480
	Iteration 96Q: 3 clusters Score -1.051054e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -10510638.000000 Penalty: 5661.042480
	Iteration 97Q: 3 clusters Score -1.051064e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -10510776.000000 Penalty: 5661.042480
	Iteration 98Q: 3 clusters Score -1.051078e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -10510912.000000 Penalty: 5661.042480
	Iteration 99Q: 3 clusters Score -1.051091e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -10511144.000000 Penalty: 5661.042480
	Iteration 100F: 3 clusters Score -1.051114e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -10511273.000000 Penalty: 5661.042480
	Iteration 101Q: 3 clusters Score -1.051127e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 66197 members 
Entering Unmasked Estep 
Score: -10511359.000000 Penalty: 5661.042480
	Iteration 102Q: 3 clusters Score -1.051136e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -10511528.000000 Penalty: 5661.042480
	Iteration 103Q: 3 clusters Score -1.051153e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -10511759.000000 Penalty: 5661.042480
	Iteration 104Q: 3 clusters Score -1.051176e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -10511910.000000 Penalty: 5661.042480
	Iteration 105Q: 3 clusters Score -1.051191e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -10512147.000000 Penalty: 5661.042480
	Iteration 106Q: 3 clusters Score -1.051215e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 70743 members 
Entering Unmasked Estep 
Score: -10512393.000000 Penalty: 5661.042480
	Iteration 107Q: 3 clusters Score -1.051239e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 71699 members 
Entering Unmasked Estep 
Score: -10512651.000000 Penalty: 5661.042480
	Iteration 108Q: 3 clusters Score -1.051265e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -10512911.000000 Penalty: 5661.042480
	Iteration 109Q: 3 clusters Score -1.051291e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 73570 members 
Entering Unmasked Estep 
Score: -10513165.000000 Penalty: 5661.042480
	Iteration 110Q: 3 clusters Score -1.051316e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -10513440.000000 Penalty: 5661.042480
	Iteration 111Q: 3 clusters Score -1.051344e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -10513719.000000 Penalty: 5661.042480
	Iteration 112Q: 3 clusters Score -1.051372e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 76421 members 
Entering Unmasked Estep 
Score: -10513917.000000 Penalty: 5661.042480
	Iteration 113Q: 3 clusters Score -1.051392e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -10514142.000000 Penalty: 5661.042480
	Iteration 114Q: 3 clusters Score -1.051414e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -10514398.000000 Penalty: 5661.042480
	Iteration 115Q: 3 clusters Score -1.05144e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -10514641.000000 Penalty: 5661.042480
	Iteration 116Q: 3 clusters Score -1.051464e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -10514940.000000 Penalty: 5661.042480
	Iteration 117Q: 3 clusters Score -1.051494e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -10515302.000000 Penalty: 5661.042480
	Iteration 118Q: 3 clusters Score -1.05153e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 81632 members 
Entering Unmasked Estep 
Score: -10515588.000000 Penalty: 5661.042480
	Iteration 119Q: 3 clusters Score -1.051559e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -10515802.000000 Penalty: 5661.042480
	Iteration 120F: 3 clusters Score -1.05158e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 83044 members 
Entering Unmasked Estep 
Score: -10516023.000000 Penalty: 5661.042480
	Iteration 121Q: 3 clusters Score -1.051602e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -10516229.000000 Penalty: 5661.042480
	Iteration 122Q: 3 clusters Score -1.051623e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -10516441.000000 Penalty: 5661.042480
	Iteration 123Q: 3 clusters Score -1.051644e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -10516665.000000 Penalty: 5661.042480
	Iteration 124Q: 3 clusters Score -1.051666e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 85334 members 
Entering Unmasked Estep 
Score: -10516816.000000 Penalty: 5661.042480
	Iteration 125Q: 3 clusters Score -1.051682e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -10516936.000000 Penalty: 5661.042480
	Iteration 126Q: 3 clusters Score -1.051694e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -10517026.000000 Penalty: 5661.042480
	Iteration 127Q: 3 clusters Score -1.051703e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 86437 members 
Entering Unmasked Estep 
Score: -10517181.000000 Penalty: 5661.042480
	Iteration 128Q: 3 clusters Score -1.051718e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 86741 members 
Entering Unmasked Estep 
Score: -10517264.000000 Penalty: 5661.042480
	Iteration 129Q: 3 clusters Score -1.051726e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 87011 members 
Entering Unmasked Estep 
Score: -10517331.000000 Penalty: 5661.042480
	Iteration 130Q: 3 clusters Score -1.051733e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87234 members 
Entering Unmasked Estep 
Score: -10517413.000000 Penalty: 5661.042480
	Iteration 131Q: 3 clusters Score -1.051741e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -10517528.000000 Penalty: 5661.042480
	Iteration 132Q: 3 clusters Score -1.051753e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -10517545.000000 Penalty: 5661.042480
	Iteration 133Q: 3 clusters Score -1.051754e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
Score: -10517592.000000 Penalty: 5661.042480
	Iteration 134Q: 3 clusters Score -1.051759e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -10517636.000000 Penalty: 5661.042480
	Iteration 135Q: 3 clusters Score -1.051764e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 87937 members 
Entering Unmasked Estep 
Score: -10517660.000000 Penalty: 5661.042480
	Iteration 136Q: 3 clusters Score -1.051766e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -10517685.000000 Penalty: 5661.042480
	Iteration 137Q: 3 clusters Score -1.051768e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -10517710.000000 Penalty: 5661.042480
	Iteration 138Q: 3 clusters Score -1.051771e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -10517718.000000 Penalty: 5661.042480
	Iteration 139Q: 3 clusters Score -1.051772e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -10517716.000000 Penalty: 5661.042480
	Iteration 140F: 3 clusters Score -1.051772e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 88277 members 
Entering Unmasked Estep 
Score: -10517748.000000 Penalty: 5661.042480
	Iteration 141Q: 3 clusters Score -1.051775e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 88321 members 
Entering Unmasked Estep 
Score: -10517761.000000 Penalty: 5661.042480
	Iteration 142Q: 3 clusters Score -1.051776e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -10517775.000000 Penalty: 5661.042480
	Iteration 143Q: 3 clusters Score -1.051778e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -10517760.000000 Penalty: 5661.042480
	Iteration 144Q: 3 clusters Score -1.051776e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -10517777.000000 Penalty: 5661.042480
	Iteration 145Q: 3 clusters Score -1.051778e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -10517784.000000 Penalty: 5661.042480
	Iteration 146Q: 3 clusters Score -1.051778e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 88498 members 
Entering Unmasked Estep 
Score: -10517779.000000 Penalty: 5661.042480
	Iteration 147Q: 3 clusters Score -1.051778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -10517786.000000 Penalty: 5661.042480
	Iteration 148Q: 3 clusters Score -1.051779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 88539 members 
Entering Unmasked Estep 
Score: -10517800.000000 Penalty: 5661.042480
	Iteration 149Q: 3 clusters Score -1.05178e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 88554 members 
Entering Unmasked Estep 
Score: -10517811.000000 Penalty: 5661.042480
	Iteration 150Q: 3 clusters Score -1.051781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 88566 members 
Entering Unmasked Estep 
Score: -10517811.000000 Penalty: 5661.042480
	Iteration 151Q: 3 clusters Score -1.051781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 88574 members 
Entering Unmasked Estep 
Score: -10517814.000000 Penalty: 5661.042480
	Iteration 152Q: 3 clusters Score -1.051781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 88585 members 
Entering Unmasked Estep 
Score: -10517826.000000 Penalty: 5661.042480
	Iteration 153Q: 3 clusters Score -1.051783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -10517821.000000 Penalty: 5661.042480
	Iteration 154Q: 3 clusters Score -1.051782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -10517820.000000 Penalty: 5661.042480
	Iteration 155Q: 3 clusters Score -1.051782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 88599 members 
Entering Unmasked Estep 
Score: -10517815.000000 Penalty: 5661.042480
	Iteration 156Q: 3 clusters Score -1.051782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -10517816.000000 Penalty: 5661.042480
	Iteration 157Q: 3 clusters Score -1.051782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 88622 members 
Entering Unmasked Estep 
Score: -10517827.000000 Penalty: 5661.042480
	Iteration 158Q: 3 clusters Score -1.051783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -10517820.000000 Penalty: 5661.042480
	Iteration 159Q: 3 clusters Score -1.051782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 88638 members 
Entering Unmasked Estep 
Score: -10517820.000000 Penalty: 5661.042480
	Iteration 160F: 3 clusters Score -1.051782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 88641 members 
Entering Unmasked Estep 
Score: -10517817.000000 Penalty: 5661.042480
	Iteration 161Q: 3 clusters Score -1.051782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 88646 members 
Entering Unmasked Estep 
Score: -10517824.000000 Penalty: 5661.042480
	Iteration 162Q: 3 clusters Score -1.051782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -10517830.000000 Penalty: 5661.042480
	Iteration 163Q: 3 clusters Score -1.051783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -10517822.000000 Penalty: 5661.042480
	Iteration 164Q: 3 clusters Score -1.051782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -10517821.000000 Penalty: 5661.042480
	Iteration 165Q: 3 clusters Score -1.051782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 88660 members 
Entering Unmasked Estep 
Score: -10517830.000000 Penalty: 5661.042480
	Iteration 166Q: 3 clusters Score -1.051783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -10517821.000000 Penalty: 5661.042480
	Iteration 167Q: 3 clusters Score -1.051782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -10517824.000000 Penalty: 5661.042480
	Iteration 168Q: 3 clusters Score -1.051782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -10517824.000000 Penalty: 5661.042480
	Iteration 169F: 3 clusters Score -1.051782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -248302.843750 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -248302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -245573.390625 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -245573.4 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -246055.562500 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -246055.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -246168.031250 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -246168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -246233.812500 Penalty: 3806.149170
	Iteration 3Q: 3 clusters Score -246233.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -246283.046875 Penalty: 3806.149170
	Iteration 4Q: 3 clusters Score -246283 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -246324.921875 Penalty: 3806.149170
	Iteration 5Q: 3 clusters Score -246324.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -246353.734375 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -246353.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -246369.812500 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -246369.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -246383.718750 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -246383.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -246391.921875 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -246391.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -246399.531250 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -246399.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -246406.906250 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -246406.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -246410.671875 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -246410.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -246414.093750 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -246414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -246416.843750 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -246416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -246418.437500 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -246418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -246418.984375 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -246419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -246419.593750 Penalty: 3806.149170
	Iteration 17Q: 3 clusters Score -246419.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -246419.593750 Penalty: 3806.149170
	Iteration 18F: 3 clusters Score -246419.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -70089.312500 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -70089.31 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 372 members 
Entering Unmasked Estep 
Score: -68460.984375 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -68460.98 nChanged 200
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: -69080.242188 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -69080.24 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -69630.710938 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -69630.71 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -70045.187500 Penalty: 3274.883545
	Iteration 3F: 3 clusters Score -70045.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70265.515625 Penalty: 3274.883545
	Iteration 4F: 3 clusters Score -70265.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -70417.695312 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -70417.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -70453.703125 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -70453.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -70482.171875 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -70482.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -70497.484375 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -70497.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -70510.734375 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -70510.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -70519.234375 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -70519.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -70528.507812 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -70528.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -70535.257812 Penalty: 3274.883545
	Iteration 12Q: 3 clusters Score -70535.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -70547.890625 Penalty: 3274.883545
	Iteration 13Q: 3 clusters Score -70547.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -70555.945312 Penalty: 3274.883545
	Iteration 14Q: 3 clusters Score -70555.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -70564.656250 Penalty: 3274.883545
	Iteration 15Q: 3 clusters Score -70564.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -70578.164062 Penalty: 3274.883545
	Iteration 16Q: 3 clusters Score -70578.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -70604.289062 Penalty: 3274.883545
	Iteration 17Q: 3 clusters Score -70604.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -70624.750000 Penalty: 3274.883545
	Iteration 18Q: 3 clusters Score -70624.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -70639.304688 Penalty: 3274.883545
	Iteration 19Q: 3 clusters Score -70639.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -70689.445312 Penalty: 3274.883545
	Iteration 20F: 3 clusters Score -70689.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -70744.531250 Penalty: 3274.883545
	Iteration 21Q: 3 clusters Score -70744.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -70751.546875 Penalty: 3274.883545
	Iteration 22Q: 3 clusters Score -70751.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70764.093750 Penalty: 3274.883545
	Iteration 23Q: 3 clusters Score -70764.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -70773.656250 Penalty: 3274.883545
	Iteration 24Q: 3 clusters Score -70773.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -70777.687500 Penalty: 3274.883545
	Iteration 25Q: 3 clusters Score -70777.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70784.054688 Penalty: 3274.883545
	Iteration 26Q: 3 clusters Score -70784.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -70788.250000 Penalty: 3274.883545
	Iteration 27Q: 3 clusters Score -70788.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70789.453125 Penalty: 3274.883545
	Iteration 28Q: 3 clusters Score -70789.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70789.453125 Penalty: 3274.883545
	Iteration 29F: 3 clusters Score -70789.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 331226 members 
Mstep: Class 4 contains 36362 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20367 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16529 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35966 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19444 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42295 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16009 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65511 members 
Mstep: Class 24 contains 90526 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92685984.000000 Penalty: 91179.304688
Splitting cluster 26 changes total score from -92687016.000000 to -92685984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -22942.414062 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -22942.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21750.339844 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -21750.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21858.648438 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -21858.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21899.271484 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -21899.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21909.884766 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -21909.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21914.951172 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -21914.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21917.697266 Penalty: 2724.558594
	Iteration 5Q: 3 clusters Score -21917.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21917.697266 Penalty: 2724.558594
	Iteration 6F: 3 clusters Score -21917.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 3 contains 331226 members 
Mstep: Class 4 contains 36362 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20367 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16529 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35966 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19444 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42295 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16009 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65511 members 
Mstep: Class 24 contains 90526 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687040.000000 Penalty: 87802.296875
Iteration 239Q: 27 clusters Score -9.268704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 3 contains 331217 members 
Mstep: Class 4 contains 36363 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20368 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16530 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35968 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42295 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16019 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65512 members 
Mstep: Class 24 contains 90517 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686952.000000 Penalty: 87802.296875
Iteration 240F: 27 clusters Score -9.268695e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 3 contains 331212 members 
Mstep: Class 4 contains 36365 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20369 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16533 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35969 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19444 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42295 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16025 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65515 members 
Mstep: Class 24 contains 90507 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686944.000000 Penalty: 87802.296875
Iteration 241Q: 27 clusters Score -9.268694e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 3 contains 331206 members 
Mstep: Class 4 contains 36369 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20370 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16535 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35972 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19446 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42295 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16027 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65512 members 
Mstep: Class 24 contains 90500 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687024.000000 Penalty: 87802.296875
Iteration 242Q: 27 clusters Score -9.268702e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 3 contains 331207 members 
Mstep: Class 4 contains 36371 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20374 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16536 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 35974 members 
Mstep: Class 13 contains 65503 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19449 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42294 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16027 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65514 members 
Mstep: Class 24 contains 90488 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687000.000000 Penalty: 87802.296875
Iteration 243Q: 27 clusters Score -9.2687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 3 contains 331198 members 
Mstep: Class 4 contains 36374 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20377 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16537 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 35977 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19451 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42293 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16029 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65516 members 
Mstep: Class 24 contains 90479 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687000.000000 Penalty: 87802.296875
Iteration 244Q: 27 clusters Score -9.2687e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 3 contains 331189 members 
Mstep: Class 4 contains 36377 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20386 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16537 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35980 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19453 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42293 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16032 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65520 members 
Mstep: Class 24 contains 90463 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92686960.000000 Penalty: 87802.296875
Iteration 245Q: 27 clusters Score -9.268696e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 3 contains 331182 members 
Mstep: Class 4 contains 36379 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11015 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20392 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16537 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35980 members 
Mstep: Class 13 contains 65506 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19457 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42293 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16034 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65525 members 
Mstep: Class 24 contains 90451 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687040.000000 Penalty: 87802.296875
Iteration 246Q: 27 clusters Score -9.268704e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 3 contains 331184 members 
Mstep: Class 4 contains 36386 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11015 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20393 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16537 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35980 members 
Mstep: Class 13 contains 65508 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19458 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16036 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65527 members 
Mstep: Class 24 contains 90435 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687064.000000 Penalty: 87802.296875
Iteration 247Q: 27 clusters Score -9.268706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 3 contains 331185 members 
Mstep: Class 4 contains 36390 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11015 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20393 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16537 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35981 members 
Mstep: Class 13 contains 65508 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19460 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16036 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65531 members 
Mstep: Class 24 contains 90421 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687112.000000 Penalty: 87802.296875
Iteration 248Q: 27 clusters Score -9.268711e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 3 contains 331186 members 
Mstep: Class 4 contains 36393 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11015 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20398 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16537 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35982 members 
Mstep: Class 13 contains 65510 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16036 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65534 members 
Mstep: Class 24 contains 90405 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687024.000000 Penalty: 87802.296875
Iteration 249Q: 27 clusters Score -9.268702e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 3 contains 331188 members 
Mstep: Class 4 contains 36396 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11015 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20401 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16537 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35983 members 
Mstep: Class 13 contains 65512 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19462 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16036 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65538 members 
Mstep: Class 24 contains 90388 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687088.000000 Penalty: 87802.296875
Iteration 250Q: 27 clusters Score -9.268709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 3 contains 331188 members 
Mstep: Class 4 contains 36396 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11015 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20405 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16539 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35984 members 
Mstep: Class 13 contains 65513 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19464 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 16037 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65539 members 
Mstep: Class 24 contains 90375 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687024.000000 Penalty: 87802.296875
Iteration 251Q: 27 clusters Score -9.268702e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 3 contains 331188 members 
Mstep: Class 4 contains 36397 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20408 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16539 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35985 members 
Mstep: Class 13 contains 65513 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19465 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16037 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65541 members 
Mstep: Class 24 contains 90364 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687032.000000 Penalty: 87802.296875
Iteration 252Q: 27 clusters Score -9.268703e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 3 contains 331194 members 
Mstep: Class 4 contains 36400 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11015 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 8 contains 20407 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16539 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35987 members 
Mstep: Class 13 contains 65514 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19466 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16037 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65546 members 
Mstep: Class 24 contains 90347 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687064.000000 Penalty: 87802.296875
Iteration 253Q: 27 clusters Score -9.268706e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 3 contains 331194 members 
Mstep: Class 4 contains 36401 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11015 members 
Mstep: Class 7 contains 13048 members 
Mstep: Class 8 contains 20407 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16539 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 35991 members 
Mstep: Class 13 contains 65515 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19467 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16038 members 
Mstep: Class 20 contains 751 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65552 members 
Mstep: Class 24 contains 90325 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687120.000000 Penalty: 87802.296875
Iteration 254Q: 27 clusters Score -9.268712e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 3 contains 331189 members 
Mstep: Class 4 contains 36403 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11015 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 20410 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16540 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36000 members 
Mstep: Class 13 contains 65517 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19470 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16038 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65556 members 
Mstep: Class 24 contains 90300 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687088.000000 Penalty: 87802.296875
Iteration 255Q: 27 clusters Score -9.268709e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 3 contains 331191 members 
Mstep: Class 4 contains 36404 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 20413 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16541 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 36006 members 
Mstep: Class 13 contains 65519 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19472 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16039 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65558 members 
Mstep: Class 24 contains 90280 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687080.000000 Penalty: 87802.296875
Iteration 256Q: 27 clusters Score -9.268708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 3 contains 331193 members 
Mstep: Class 4 contains 36406 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 20417 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16542 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 36009 members 
Mstep: Class 13 contains 65520 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19476 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42290 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16040 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 90258 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687112.000000 Penalty: 87802.296875
Iteration 257Q: 27 clusters Score -9.268711e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 3 contains 331205 members 
Mstep: Class 4 contains 36408 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 20420 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16543 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 36013 members 
Mstep: Class 13 contains 65521 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19480 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42288 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16040 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65558 members 
Mstep: Class 24 contains 90232 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687104.000000 Penalty: 87802.296875
Iteration 258Q: 27 clusters Score -9.26871e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 3 contains 331211 members 
Mstep: Class 4 contains 36410 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 20422 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16546 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36017 members 
Mstep: Class 13 contains 65521 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19482 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42286 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16041 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65557 members 
Mstep: Class 24 contains 90217 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687152.000000 Penalty: 87802.296875
Iteration 259Q: 27 clusters Score -9.268715e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 3 contains 331218 members 
Mstep: Class 4 contains 36410 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 20422 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16547 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36019 members 
Mstep: Class 13 contains 65520 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19482 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42286 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16043 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65559 members 
Mstep: Class 24 contains 90206 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687136.000000 Penalty: 87802.296875
Iteration 260F: 27 clusters Score -9.268714e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 3 contains 331218 members 
Mstep: Class 4 contains 36412 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 20422 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16549 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36024 members 
Mstep: Class 13 contains 65521 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19487 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42286 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16044 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 90186 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687128.000000 Penalty: 87802.296875
Iteration 261Q: 27 clusters Score -9.268713e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 3 contains 331230 members 
Mstep: Class 4 contains 36411 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13049 members 
Mstep: Class 8 contains 20423 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16551 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36024 members 
Mstep: Class 13 contains 65521 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19488 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42286 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16044 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 90171 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687136.000000 Penalty: 87802.296875
Iteration 262Q: 27 clusters Score -9.268714e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 3 contains 331240 members 
Mstep: Class 4 contains 36413 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13049 members 
Mstep: Class 8 contains 20423 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16554 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36023 members 
Mstep: Class 13 contains 65521 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19488 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42286 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16045 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 90156 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687232.000000 Penalty: 87802.296875
Iteration 263Q: 27 clusters Score -9.268723e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 3 contains 331241 members 
Mstep: Class 4 contains 36420 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 20423 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16557 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36025 members 
Mstep: Class 13 contains 65523 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19488 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42286 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16046 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 90138 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687256.000000 Penalty: 87802.296875
Iteration 264Q: 27 clusters Score -9.268726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 3 contains 331247 members 
Mstep: Class 4 contains 36421 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 20424 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16557 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36028 members 
Mstep: Class 13 contains 65524 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19489 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16048 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 90124 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687288.000000 Penalty: 87802.296875
Iteration 265Q: 27 clusters Score -9.268729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 3 contains 331251 members 
Mstep: Class 4 contains 36423 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 20425 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16557 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36028 members 
Mstep: Class 13 contains 65525 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19490 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16049 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 90115 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687272.000000 Penalty: 87802.296875
Iteration 266Q: 27 clusters Score -9.268727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 3 contains 331254 members 
Mstep: Class 4 contains 36424 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 20426 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16557 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36028 members 
Mstep: Class 13 contains 65526 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19490 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16050 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 90108 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687248.000000 Penalty: 87802.296875
Iteration 267Q: 27 clusters Score -9.268725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 3 contains 331255 members 
Mstep: Class 4 contains 36426 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13049 members 
Mstep: Class 8 contains 20427 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16557 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36028 members 
Mstep: Class 13 contains 65528 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19490 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16051 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65560 members 
Mstep: Class 24 contains 90103 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687264.000000 Penalty: 87802.296875
Iteration 268Q: 27 clusters Score -9.268726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 3 contains 331256 members 
Mstep: Class 4 contains 36428 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13048 members 
Mstep: Class 8 contains 20427 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16557 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36028 members 
Mstep: Class 13 contains 65532 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19490 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16051 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65557 members 
Mstep: Class 24 contains 90099 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687272.000000 Penalty: 87802.296875
Iteration 269Q: 27 clusters Score -9.268727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 3 contains 331258 members 
Mstep: Class 4 contains 36428 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13048 members 
Mstep: Class 8 contains 20428 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16557 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36028 members 
Mstep: Class 13 contains 65535 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19490 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16051 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65557 members 
Mstep: Class 24 contains 90092 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687280.000000 Penalty: 87802.296875
Iteration 270Q: 27 clusters Score -9.268728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 3 contains 331257 members 
Mstep: Class 4 contains 36430 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20428 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16557 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36028 members 
Mstep: Class 13 contains 65535 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19490 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16051 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65557 members 
Mstep: Class 24 contains 90086 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687280.000000 Penalty: 87802.296875
Iteration 271Q: 27 clusters Score -9.268728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 3 contains 331258 members 
Mstep: Class 4 contains 36431 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20429 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16558 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36028 members 
Mstep: Class 13 contains 65537 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19489 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16051 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65558 members 
Mstep: Class 24 contains 90079 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687280.000000 Penalty: 87802.296875
Iteration 272Q: 27 clusters Score -9.268728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 3 contains 331261 members 
Mstep: Class 4 contains 36431 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20430 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16560 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36027 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19488 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5620 members 
Mstep: Class 19 contains 16051 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65559 members 
Mstep: Class 24 contains 90072 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687320.000000 Penalty: 87802.296875
Iteration 273Q: 27 clusters Score -9.268732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331267 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20431 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16560 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36025 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19489 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16051 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65559 members 
Mstep: Class 24 contains 90065 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687312.000000 Penalty: 87802.296875
Iteration 274Q: 27 clusters Score -9.268731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331262 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20434 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16562 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 36026 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19491 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16053 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65560 members 
Mstep: Class 24 contains 90060 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687296.000000 Penalty: 87802.296875
Iteration 275Q: 27 clusters Score -9.26873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331261 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11013 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20438 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 36023 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16054 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65560 members 
Mstep: Class 24 contains 90055 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687304.000000 Penalty: 87802.296875
Iteration 276Q: 27 clusters Score -9.26873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331261 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11013 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20440 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 36024 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16054 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65560 members 
Mstep: Class 24 contains 90051 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687344.000000 Penalty: 87802.296875
Iteration 277Q: 27 clusters Score -9.268734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331263 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11012 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 20442 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 36024 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65560 members 
Mstep: Class 24 contains 90048 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687384.000000 Penalty: 87802.296875
Iteration 278Q: 27 clusters Score -9.268738e+07 nChanged 11
Entering ConstructFrom: 
Score: -92687384.000000 Penalty: 87802.296875
Entering ConstructFrom: 
Trying to split cluster 1 (27327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Entering Unmasked Estep 
Score: -3211554.000000 Penalty: 2533.476318
	Iteration 0F: 2 clusters Score -3211554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3192599.250000 Penalty: 5066.952637
	Iteration 0F: 3 clusters Score -3192599 nChanged 12292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3199313.500000 Penalty: 5066.952637
	Iteration 1F: 3 clusters Score -3199314 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3199764.750000 Penalty: 5066.952637
	Iteration 2Q: 3 clusters Score -3199765 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3200234.500000 Penalty: 5066.952637
	Iteration 3Q: 3 clusters Score -3200234 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -3200702.250000 Penalty: 5066.952637
	Iteration 4Q: 3 clusters Score -3200702 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3201324.250000 Penalty: 5066.952637
	Iteration 5Q: 3 clusters Score -3201324 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3202110.250000 Penalty: 5066.952637
	Iteration 6F: 3 clusters Score -3202110 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3203261.750000 Penalty: 5066.952637
	Iteration 7F: 3 clusters Score -3203262 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3204625.500000 Penalty: 5066.952637
	Iteration 8F: 3 clusters Score -3204626 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3205970.500000 Penalty: 5066.952637
	Iteration 9F: 3 clusters Score -3205970 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3207143.250000 Penalty: 5066.952637
	Iteration 10Q: 3 clusters Score -3207143 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3207936.500000 Penalty: 5066.952637
	Iteration 11Q: 3 clusters Score -3207936 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3208356.250000 Penalty: 5066.952637
	Iteration 12Q: 3 clusters Score -3208356 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3208548.000000 Penalty: 5066.952637
	Iteration 13Q: 3 clusters Score -3208548 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3208688.000000 Penalty: 5066.952637
	Iteration 14Q: 3 clusters Score -3208688 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3208781.000000 Penalty: 5066.952637
	Iteration 15Q: 3 clusters Score -3208781 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3208854.000000 Penalty: 5066.952637
	Iteration 16Q: 3 clusters Score -3208854 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3208907.500000 Penalty: 5066.952637
	Iteration 17Q: 3 clusters Score -3208908 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3208947.250000 Penalty: 5066.952637
	Iteration 18Q: 3 clusters Score -3208947 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3208994.750000 Penalty: 5066.952637
	Iteration 19Q: 3 clusters Score -3208995 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3209023.750000 Penalty: 5066.952637
	Iteration 20F: 3 clusters Score -3209024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3209051.000000 Penalty: 5066.952637
	Iteration 21Q: 3 clusters Score -3209051 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3209082.750000 Penalty: 5066.952637
	Iteration 22Q: 3 clusters Score -3209083 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3209097.250000 Penalty: 5066.952637
	Iteration 23Q: 3 clusters Score -3209097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3209121.250000 Penalty: 5066.952637
	Iteration 24Q: 3 clusters Score -3209121 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3209134.500000 Penalty: 5066.952637
	Iteration 25Q: 3 clusters Score -3209134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3209158.500000 Penalty: 5066.952637
	Iteration 26Q: 3 clusters Score -3209158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3209171.750000 Penalty: 5066.952637
	Iteration 27Q: 3 clusters Score -3209172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3209190.750000 Penalty: 5066.952637
	Iteration 28Q: 3 clusters Score -3209191 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3209215.750000 Penalty: 5066.952637
	Iteration 29Q: 3 clusters Score -3209216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3209244.000000 Penalty: 5066.952637
	Iteration 30Q: 3 clusters Score -3209244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3209255.250000 Penalty: 5066.952637
	Iteration 31Q: 3 clusters Score -3209255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3209270.250000 Penalty: 5066.952637
	Iteration 32Q: 3 clusters Score -3209270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3209280.250000 Penalty: 5066.952637
	Iteration 33Q: 3 clusters Score -3209280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3209272.750000 Penalty: 5066.952637
	Iteration 34Q: 3 clusters Score -3209273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3209292.250000 Penalty: 5066.952637
	Iteration 35Q: 3 clusters Score -3209292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3209293.250000 Penalty: 5066.952637
	Iteration 36Q: 3 clusters Score -3209293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3209302.250000 Penalty: 5066.952637
	Iteration 37Q: 3 clusters Score -3209302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3209300.000000 Penalty: 5066.952637
	Iteration 38Q: 3 clusters Score -3209300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3209311.000000 Penalty: 5066.952637
	Iteration 39Q: 3 clusters Score -3209311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3209321.250000 Penalty: 5066.952637
	Iteration 40F: 3 clusters Score -3209321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3209324.250000 Penalty: 5066.952637
	Iteration 41Q: 3 clusters Score -3209324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3209321.500000 Penalty: 5066.952637
	Iteration 42Q: 3 clusters Score -3209322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3209326.750000 Penalty: 5066.952637
	Iteration 43Q: 3 clusters Score -3209327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3209327.500000 Penalty: 5066.952637
	Iteration 44Q: 3 clusters Score -3209328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3209328.000000 Penalty: 5066.952637
	Iteration 45Q: 3 clusters Score -3209328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3209328.500000 Penalty: 5066.952637
	Iteration 46Q: 3 clusters Score -3209328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3209330.500000 Penalty: 5066.952637
	Iteration 47Q: 3 clusters Score -3209330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3209332.000000 Penalty: 5066.952637
	Iteration 48Q: 3 clusters Score -3209332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3209334.250000 Penalty: 5066.952637
	Iteration 49Q: 3 clusters Score -3209334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3209339.000000 Penalty: 5066.952637
	Iteration 50Q: 3 clusters Score -3209339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3209340.750000 Penalty: 5066.952637
	Iteration 51Q: 3 clusters Score -3209341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3209346.750000 Penalty: 5066.952637
	Iteration 52Q: 3 clusters Score -3209347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3209352.500000 Penalty: 5066.952637
	Iteration 53Q: 3 clusters Score -3209352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3209355.250000 Penalty: 5066.952637
	Iteration 54Q: 3 clusters Score -3209355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3209353.000000 Penalty: 5066.952637
	Iteration 55Q: 3 clusters Score -3209353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3209356.750000 Penalty: 5066.952637
	Iteration 56Q: 3 clusters Score -3209357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3209362.500000 Penalty: 5066.952637
	Iteration 57Q: 3 clusters Score -3209362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3209367.500000 Penalty: 5066.952637
	Iteration 58Q: 3 clusters Score -3209368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3209367.500000 Penalty: 5066.952637
	Iteration 59Q: 3 clusters Score -3209368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3209372.000000 Penalty: 5066.952637
	Iteration 60F: 3 clusters Score -3209372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3209366.250000 Penalty: 5066.952637
	Iteration 61Q: 3 clusters Score -3209366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3209373.000000 Penalty: 5066.952637
	Iteration 62Q: 3 clusters Score -3209373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3209378.250000 Penalty: 5066.952637
	Iteration 63Q: 3 clusters Score -3209378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3209381.000000 Penalty: 5066.952637
	Iteration 64Q: 3 clusters Score -3209381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3209381.500000 Penalty: 5066.952637
	Iteration 65Q: 3 clusters Score -3209382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3209381.000000 Penalty: 5066.952637
	Iteration 66Q: 3 clusters Score -3209381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3209379.250000 Penalty: 5066.952637
	Iteration 67Q: 3 clusters Score -3209379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3209384.000000 Penalty: 5066.952637
	Iteration 68Q: 3 clusters Score -3209384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3209384.500000 Penalty: 5066.952637
	Iteration 69Q: 3 clusters Score -3209384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3209385.750000 Penalty: 5066.952637
	Iteration 70Q: 3 clusters Score -3209386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3209386.000000 Penalty: 5066.952637
	Iteration 71Q: 3 clusters Score -3209386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3209380.750000 Penalty: 5066.952637
	Iteration 72Q: 3 clusters Score -3209381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3209380.750000 Penalty: 5066.952637
	Iteration 73Q: 3 clusters Score -3209381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3209382.500000 Penalty: 5066.952637
	Iteration 74Q: 3 clusters Score -3209382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3209381.000000 Penalty: 5066.952637
	Iteration 75Q: 3 clusters Score -3209381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3209381.000000 Penalty: 5066.952637
	Iteration 76F: 3 clusters Score -3209381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (331267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331267 members 
Entering Unmasked Estep 
Score: -37939164.000000 Penalty: 3152.248535
	Iteration 0F: 2 clusters Score -3.793916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165450 members 
Mstep: Class 2 contains 165817 members 
Entering Unmasked Estep 
Score: -37755812.000000 Penalty: 6304.497070
	Iteration 0F: 3 clusters Score -3.775581e+07 nChanged 161104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161216 members 
Mstep: Class 2 contains 170051 members 
Entering Unmasked Estep 
Score: -37851596.000000 Penalty: 6304.497070
	Iteration 1F: 3 clusters Score -3.78516e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158222 members 
Mstep: Class 2 contains 173045 members 
Entering Unmasked Estep 
Score: -37853068.000000 Penalty: 6304.497070
	Iteration 2Q: 3 clusters Score -3.785307e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153391 members 
Mstep: Class 2 contains 177876 members 
Entering Unmasked Estep 
Score: -37854916.000000 Penalty: 6304.497070
	Iteration 3Q: 3 clusters Score -3.785492e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145972 members 
Mstep: Class 2 contains 185295 members 
Entering Unmasked Estep 
Score: -37858080.000000 Penalty: 6304.497070
	Iteration 4Q: 3 clusters Score -3.785808e+07 nChanged 13656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134824 members 
Mstep: Class 2 contains 196443 members 
Entering Unmasked Estep 
Score: -37863392.000000 Penalty: 6304.497070
	Iteration 5Q: 3 clusters Score -3.786339e+07 nChanged 17861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118757 members 
Mstep: Class 2 contains 212510 members 
Entering Unmasked Estep 
Score: -37872880.000000 Penalty: 6304.497070
	Iteration 6F: 3 clusters Score -3.787288e+07 nChanged 22610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97501 members 
Mstep: Class 2 contains 233766 members 
Entering Unmasked Estep 
Score: -37889308.000000 Penalty: 6304.497070
	Iteration 7F: 3 clusters Score -3.788931e+07 nChanged 24587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 257129 members 
Entering Unmasked Estep 
Score: -37909500.000000 Penalty: 6304.497070
	Iteration 8F: 3 clusters Score -3.79095e+07 nChanged 21377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 277244 members 
Entering Unmasked Estep 
Score: -37928088.000000 Penalty: 6304.497070
	Iteration 9F: 3 clusters Score -3.792809e+07 nChanged 15427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 291041 members 
Entering Unmasked Estep 
Score: -37940576.000000 Penalty: 6304.497070
	Iteration 10Q: 3 clusters Score -3.794058e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 299667 members 
Entering Unmasked Estep 
Score: -37945616.000000 Penalty: 6304.497070
	Iteration 11Q: 3 clusters Score -3.794562e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 305282 members 
Entering Unmasked Estep 
Score: -37946740.000000 Penalty: 6304.497070
	Iteration 12Q: 3 clusters Score -3.794674e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 309595 members 
Entering Unmasked Estep 
Score: -37946504.000000 Penalty: 6304.497070
	Iteration 13Q: 3 clusters Score -3.79465e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 313101 members 
Entering Unmasked Estep 
Score: -37945272.000000 Penalty: 6304.497070
	Iteration 14Q: 3 clusters Score -3.794527e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 315899 members 
Entering Unmasked Estep 
Score: -37944156.000000 Penalty: 6304.497070
	Iteration 15Q: 3 clusters Score -3.794416e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 318139 members 
Entering Unmasked Estep 
Score: -37943616.000000 Penalty: 6304.497070
	Iteration 16Q: 3 clusters Score -3.794362e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 319872 members 
Entering Unmasked Estep 
Score: -37942948.000000 Penalty: 6304.497070
	Iteration 17Q: 3 clusters Score -3.794295e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 321280 members 
Entering Unmasked Estep 
Score: -37942212.000000 Penalty: 6304.497070
	Iteration 18Q: 3 clusters Score -3.794221e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 322457 members 
Entering Unmasked Estep 
Score: -37941508.000000 Penalty: 6304.497070
	Iteration 19Q: 3 clusters Score -3.794151e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 323419 members 
Entering Unmasked Estep 
Score: -37941076.000000 Penalty: 6304.497070
	Iteration 20F: 3 clusters Score -3.794108e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 324151 members 
Entering Unmasked Estep 
Score: -37940552.000000 Penalty: 6304.497070
	Iteration 21Q: 3 clusters Score -3.794055e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 324762 members 
Entering Unmasked Estep 
Score: -37940160.000000 Penalty: 6304.497070
	Iteration 22Q: 3 clusters Score -3.794016e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 325242 members 
Entering Unmasked Estep 
Score: -37939812.000000 Penalty: 6304.497070
	Iteration 23Q: 3 clusters Score -3.793981e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 325615 members 
Entering Unmasked Estep 
Score: -37939608.000000 Penalty: 6304.497070
	Iteration 24Q: 3 clusters Score -3.793961e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 325913 members 
Entering Unmasked Estep 
Score: -37939432.000000 Penalty: 6304.497070
	Iteration 25Q: 3 clusters Score -3.793943e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 326182 members 
Entering Unmasked Estep 
Score: -37939296.000000 Penalty: 6304.497070
	Iteration 26Q: 3 clusters Score -3.79393e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 326415 members 
Entering Unmasked Estep 
Score: -37939176.000000 Penalty: 6304.497070
	Iteration 27Q: 3 clusters Score -3.793918e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 326638 members 
Entering Unmasked Estep 
Score: -37939104.000000 Penalty: 6304.497070
	Iteration 28Q: 3 clusters Score -3.79391e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 326823 members 
Entering Unmasked Estep 
Score: -37938972.000000 Penalty: 6304.497070
	Iteration 29Q: 3 clusters Score -3.793897e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 326992 members 
Entering Unmasked Estep 
Score: -37938932.000000 Penalty: 6304.497070
	Iteration 30Q: 3 clusters Score -3.793893e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 327141 members 
Entering Unmasked Estep 
Score: -37938888.000000 Penalty: 6304.497070
	Iteration 31Q: 3 clusters Score -3.793889e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 327262 members 
Entering Unmasked Estep 
Score: -37938848.000000 Penalty: 6304.497070
	Iteration 32Q: 3 clusters Score -3.793885e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 327368 members 
Entering Unmasked Estep 
Score: -37938840.000000 Penalty: 6304.497070
	Iteration 33Q: 3 clusters Score -3.793884e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 327460 members 
Entering Unmasked Estep 
Score: -37938772.000000 Penalty: 6304.497070
	Iteration 34Q: 3 clusters Score -3.793877e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 327557 members 
Entering Unmasked Estep 
Score: -37938724.000000 Penalty: 6304.497070
	Iteration 35Q: 3 clusters Score -3.793872e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 327635 members 
Entering Unmasked Estep 
Score: -37938600.000000 Penalty: 6304.497070
	Iteration 36Q: 3 clusters Score -3.79386e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 327705 members 
Entering Unmasked Estep 
Score: -37938572.000000 Penalty: 6304.497070
	Iteration 37Q: 3 clusters Score -3.793857e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 327770 members 
Entering Unmasked Estep 
Score: -37938520.000000 Penalty: 6304.497070
	Iteration 38Q: 3 clusters Score -3.793852e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 327825 members 
Entering Unmasked Estep 
Score: -37938500.000000 Penalty: 6304.497070
	Iteration 39Q: 3 clusters Score -3.79385e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 327884 members 
Entering Unmasked Estep 
Score: -37938440.000000 Penalty: 6304.497070
	Iteration 40F: 3 clusters Score -3.793844e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 327935 members 
Entering Unmasked Estep 
Score: -37938416.000000 Penalty: 6304.497070
	Iteration 41Q: 3 clusters Score -3.793842e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 327981 members 
Entering Unmasked Estep 
Score: -37938412.000000 Penalty: 6304.497070
	Iteration 42Q: 3 clusters Score -3.793841e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 328029 members 
Entering Unmasked Estep 
Score: -37938388.000000 Penalty: 6304.497070
	Iteration 43Q: 3 clusters Score -3.793839e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 328082 members 
Entering Unmasked Estep 
Score: -37938392.000000 Penalty: 6304.497070
	Iteration 44Q: 3 clusters Score -3.793839e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 328129 members 
Entering Unmasked Estep 
Score: -37938408.000000 Penalty: 6304.497070
	Iteration 45Q: 3 clusters Score -3.793841e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 328172 members 
Entering Unmasked Estep 
Score: -37938428.000000 Penalty: 6304.497070
	Iteration 46Q: 3 clusters Score -3.793843e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 328217 members 
Entering Unmasked Estep 
Score: -37938420.000000 Penalty: 6304.497070
	Iteration 47Q: 3 clusters Score -3.793842e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 328247 members 
Entering Unmasked Estep 
Score: -37938428.000000 Penalty: 6304.497070
	Iteration 48Q: 3 clusters Score -3.793843e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 328271 members 
Entering Unmasked Estep 
Score: -37938448.000000 Penalty: 6304.497070
	Iteration 49Q: 3 clusters Score -3.793845e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 328299 members 
Entering Unmasked Estep 
Score: -37938424.000000 Penalty: 6304.497070
	Iteration 50Q: 3 clusters Score -3.793842e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 328328 members 
Entering Unmasked Estep 
Score: -37938420.000000 Penalty: 6304.497070
	Iteration 51Q: 3 clusters Score -3.793842e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 328353 members 
Entering Unmasked Estep 
Score: -37938420.000000 Penalty: 6304.497070
	Iteration 52Q: 3 clusters Score -3.793842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 328367 members 
Entering Unmasked Estep 
Score: -37938392.000000 Penalty: 6304.497070
	Iteration 53Q: 3 clusters Score -3.793839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 328382 members 
Entering Unmasked Estep 
Score: -37938404.000000 Penalty: 6304.497070
	Iteration 54Q: 3 clusters Score -3.79384e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 328394 members 
Entering Unmasked Estep 
Score: -37938420.000000 Penalty: 6304.497070
	Iteration 55Q: 3 clusters Score -3.793842e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 328404 members 
Entering Unmasked Estep 
Score: -37938400.000000 Penalty: 6304.497070
	Iteration 56Q: 3 clusters Score -3.79384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 328419 members 
Entering Unmasked Estep 
Score: -37938420.000000 Penalty: 6304.497070
	Iteration 57Q: 3 clusters Score -3.793842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 328424 members 
Entering Unmasked Estep 
Score: -37938436.000000 Penalty: 6304.497070
	Iteration 58Q: 3 clusters Score -3.793844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 328422 members 
Entering Unmasked Estep 
Score: -37938452.000000 Penalty: 6304.497070
	Iteration 59Q: 3 clusters Score -3.793845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 328426 members 
Entering Unmasked Estep 
Score: -37938408.000000 Penalty: 6304.497070
	Iteration 60F: 3 clusters Score -3.793841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 328432 members 
Entering Unmasked Estep 
Score: -37938444.000000 Penalty: 6304.497070
	Iteration 61Q: 3 clusters Score -3.793844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 328439 members 
Entering Unmasked Estep 
Score: -37938436.000000 Penalty: 6304.497070
	Iteration 62Q: 3 clusters Score -3.793844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 328443 members 
Entering Unmasked Estep 
Score: -37938440.000000 Penalty: 6304.497070
	Iteration 63Q: 3 clusters Score -3.793844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 328447 members 
Entering Unmasked Estep 
Score: -37938408.000000 Penalty: 6304.497070
	Iteration 64Q: 3 clusters Score -3.793841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 328450 members 
Entering Unmasked Estep 
Score: -37938404.000000 Penalty: 6304.497070
	Iteration 65Q: 3 clusters Score -3.79384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 328453 members 
Entering Unmasked Estep 
Score: -37938420.000000 Penalty: 6304.497070
	Iteration 66Q: 3 clusters Score -3.793842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 328455 members 
Entering Unmasked Estep 
Score: -37938412.000000 Penalty: 6304.497070
	Iteration 67Q: 3 clusters Score -3.793841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 328457 members 
Entering Unmasked Estep 
Score: -37938416.000000 Penalty: 6304.497070
	Iteration 68Q: 3 clusters Score -3.793842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 328457 members 
Entering Unmasked Estep 
Score: -37938432.000000 Penalty: 6304.497070
	Iteration 69Q: 3 clusters Score -3.793843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 328461 members 
Entering Unmasked Estep 
Score: -37938400.000000 Penalty: 6304.497070
	Iteration 70Q: 3 clusters Score -3.79384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 328466 members 
Entering Unmasked Estep 
Score: -37938404.000000 Penalty: 6304.497070
	Iteration 71Q: 3 clusters Score -3.79384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 328471 members 
Entering Unmasked Estep 
Score: -37938404.000000 Penalty: 6304.497070
	Iteration 72Q: 3 clusters Score -3.79384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 328476 members 
Entering Unmasked Estep 
Score: -37938428.000000 Penalty: 6304.497070
	Iteration 73Q: 3 clusters Score -3.793843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 328479 members 
Entering Unmasked Estep 
Score: -37938432.000000 Penalty: 6304.497070
	Iteration 74Q: 3 clusters Score -3.793843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 328485 members 
Entering Unmasked Estep 
Score: -37938440.000000 Penalty: 6304.497070
	Iteration 75Q: 3 clusters Score -3.793844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 328485 members 
Entering Unmasked Estep 
Score: -37938436.000000 Penalty: 6304.497070
	Iteration 76Q: 3 clusters Score -3.793844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 328482 members 
Entering Unmasked Estep 
Score: -37938424.000000 Penalty: 6304.497070
	Iteration 77Q: 3 clusters Score -3.793842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 328481 members 
Entering Unmasked Estep 
Score: -37938428.000000 Penalty: 6304.497070
	Iteration 78Q: 3 clusters Score -3.793843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 328482 members 
Entering Unmasked Estep 
Score: -37938428.000000 Penalty: 6304.497070
	Iteration 79Q: 3 clusters Score -3.793843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 328484 members 
Entering Unmasked Estep 
Score: -37938428.000000 Penalty: 6304.497070
	Iteration 80F: 3 clusters Score -3.793843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 328485 members 
Entering Unmasked Estep 
Score: -37938444.000000 Penalty: 6304.497070
	Iteration 81Q: 3 clusters Score -3.793844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 328484 members 
Entering Unmasked Estep 
Score: -37938448.000000 Penalty: 6304.497070
	Iteration 82Q: 3 clusters Score -3.793845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 328484 members 
Entering Unmasked Estep 
Score: -37938448.000000 Penalty: 6304.497070
	Iteration 83F: 3 clusters Score -3.793845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Entering Unmasked Estep 
Score: -4283587.500000 Penalty: 2604.794189
	Iteration 0F: 2 clusters Score -4283588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -4258860.500000 Penalty: 5209.588379
	Iteration 0F: 3 clusters Score -4258860 nChanged 16568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -4267770.000000 Penalty: 5209.588379
	Iteration 1F: 3 clusters Score -4267770 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -4268223.500000 Penalty: 5209.588379
	Iteration 2Q: 3 clusters Score -4268224 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -4268617.000000 Penalty: 5209.588379
	Iteration 3Q: 3 clusters Score -4268617 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4269037.500000 Penalty: 5209.588379
	Iteration 4Q: 3 clusters Score -4269038 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4269429.000000 Penalty: 5209.588379
	Iteration 5Q: 3 clusters Score -4269429 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4269887.500000 Penalty: 5209.588379
	Iteration 6Q: 3 clusters Score -4269888 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4270474.000000 Penalty: 5209.588379
	Iteration 7Q: 3 clusters Score -4270474 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -4271263.000000 Penalty: 5209.588379
	Iteration 8Q: 3 clusters Score -4271263 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -4272387.000000 Penalty: 5209.588379
	Iteration 9F: 3 clusters Score -4272387 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -4273700.000000 Penalty: 5209.588379
	Iteration 10F: 3 clusters Score -4273700 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -4275315.500000 Penalty: 5209.588379
	Iteration 11F: 3 clusters Score -4275316 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -4276860.000000 Penalty: 5209.588379
	Iteration 12F: 3 clusters Score -4276860 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -4277987.500000 Penalty: 5209.588379
	Iteration 13Q: 3 clusters Score -4277988 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4278642.000000 Penalty: 5209.588379
	Iteration 14Q: 3 clusters Score -4278642 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -4279072.500000 Penalty: 5209.588379
	Iteration 15Q: 3 clusters Score -4279072 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4279442.000000 Penalty: 5209.588379
	Iteration 16Q: 3 clusters Score -4279442 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -4279764.000000 Penalty: 5209.588379
	Iteration 17Q: 3 clusters Score -4279764 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -4280041.500000 Penalty: 5209.588379
	Iteration 18Q: 3 clusters Score -4280042 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4280304.500000 Penalty: 5209.588379
	Iteration 19Q: 3 clusters Score -4280304 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4280526.000000 Penalty: 5209.588379
	Iteration 20F: 3 clusters Score -4280526 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4280723.000000 Penalty: 5209.588379
	Iteration 21Q: 3 clusters Score -4280723 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4280937.500000 Penalty: 5209.588379
	Iteration 22Q: 3 clusters Score -4280938 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4281086.500000 Penalty: 5209.588379
	Iteration 23Q: 3 clusters Score -4281086 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4281217.500000 Penalty: 5209.588379
	Iteration 24Q: 3 clusters Score -4281218 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4281315.500000 Penalty: 5209.588379
	Iteration 25Q: 3 clusters Score -4281316 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4281427.500000 Penalty: 5209.588379
	Iteration 26Q: 3 clusters Score -4281428 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4281519.500000 Penalty: 5209.588379
	Iteration 27Q: 3 clusters Score -4281520 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4281600.500000 Penalty: 5209.588379
	Iteration 28Q: 3 clusters Score -4281600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4281663.500000 Penalty: 5209.588379
	Iteration 29Q: 3 clusters Score -4281664 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4281717.000000 Penalty: 5209.588379
	Iteration 30Q: 3 clusters Score -4281717 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4281761.500000 Penalty: 5209.588379
	Iteration 31Q: 3 clusters Score -4281762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4281789.000000 Penalty: 5209.588379
	Iteration 32Q: 3 clusters Score -4281789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4281793.500000 Penalty: 5209.588379
	Iteration 33Q: 3 clusters Score -4281794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4281804.000000 Penalty: 5209.588379
	Iteration 34Q: 3 clusters Score -4281804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4281809.500000 Penalty: 5209.588379
	Iteration 35Q: 3 clusters Score -4281810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4281823.500000 Penalty: 5209.588379
	Iteration 36Q: 3 clusters Score -4281824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4281826.500000 Penalty: 5209.588379
	Iteration 37Q: 3 clusters Score -4281826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4281828.000000 Penalty: 5209.588379
	Iteration 38Q: 3 clusters Score -4281828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4281834.500000 Penalty: 5209.588379
	Iteration 39Q: 3 clusters Score -4281834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4281843.500000 Penalty: 5209.588379
	Iteration 40F: 3 clusters Score -4281844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4281843.500000 Penalty: 5209.588379
	Iteration 41Q: 3 clusters Score -4281844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4281847.500000 Penalty: 5209.588379
	Iteration 42Q: 3 clusters Score -4281848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4281849.000000 Penalty: 5209.588379
	Iteration 43Q: 3 clusters Score -4281849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4281853.000000 Penalty: 5209.588379
	Iteration 44Q: 3 clusters Score -4281853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4281856.000000 Penalty: 5209.588379
	Iteration 45Q: 3 clusters Score -4281856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4281857.500000 Penalty: 5209.588379
	Iteration 46Q: 3 clusters Score -4281858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4281859.500000 Penalty: 5209.588379
	Iteration 47Q: 3 clusters Score -4281860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4281864.000000 Penalty: 5209.588379
	Iteration 48Q: 3 clusters Score -4281864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4281864.000000 Penalty: 5209.588379
	Iteration 49Q: 3 clusters Score -4281864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4281864.000000 Penalty: 5209.588379
	Iteration 50F: 3 clusters Score -4281864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -202104.718750 Penalty: 1884.154297
	Iteration 0F: 2 clusters Score -202104.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -199511.968750 Penalty: 3768.308594
	Iteration 0F: 3 clusters Score -199512 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -200131.421875 Penalty: 3768.308594
	Iteration 1F: 3 clusters Score -200131.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -200311.062500 Penalty: 3768.308594
	Iteration 2F: 3 clusters Score -200311.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -200411.421875 Penalty: 3768.308594
	Iteration 3Q: 3 clusters Score -200411.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -200468.109375 Penalty: 3768.308594
	Iteration 4Q: 3 clusters Score -200468.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -200503.296875 Penalty: 3768.308594
	Iteration 5Q: 3 clusters Score -200503.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -200532.015625 Penalty: 3768.308594
	Iteration 6Q: 3 clusters Score -200532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -200555.796875 Penalty: 3768.308594
	Iteration 7Q: 3 clusters Score -200555.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -200581.609375 Penalty: 3768.308594
	Iteration 8Q: 3 clusters Score -200581.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -200611.187500 Penalty: 3768.308594
	Iteration 9Q: 3 clusters Score -200611.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -200631.562500 Penalty: 3768.308594
	Iteration 10Q: 3 clusters Score -200631.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -200651.390625 Penalty: 3768.308594
	Iteration 11Q: 3 clusters Score -200651.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -200662.375000 Penalty: 3768.308594
	Iteration 12Q: 3 clusters Score -200662.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -200675.078125 Penalty: 3768.308594
	Iteration 13Q: 3 clusters Score -200675.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -200684.843750 Penalty: 3768.308594
	Iteration 14Q: 3 clusters Score -200684.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -200691.562500 Penalty: 3768.308594
	Iteration 15Q: 3 clusters Score -200691.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -200696.890625 Penalty: 3768.308594
	Iteration 16Q: 3 clusters Score -200696.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -200700.406250 Penalty: 3768.308594
	Iteration 17Q: 3 clusters Score -200700.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -200704.046875 Penalty: 3768.308594
	Iteration 18Q: 3 clusters Score -200704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -200709.578125 Penalty: 3768.308594
	Iteration 19Q: 3 clusters Score -200709.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -200713.203125 Penalty: 3768.308594
	Iteration 20F: 3 clusters Score -200713.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -200716.875000 Penalty: 3768.308594
	Iteration 21Q: 3 clusters Score -200716.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -200721.687500 Penalty: 3768.308594
	Iteration 22Q: 3 clusters Score -200721.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -200727.921875 Penalty: 3768.308594
	Iteration 23Q: 3 clusters Score -200727.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -200734.906250 Penalty: 3768.308594
	Iteration 24Q: 3 clusters Score -200734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -200737.750000 Penalty: 3768.308594
	Iteration 25Q: 3 clusters Score -200737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -200740.765625 Penalty: 3768.308594
	Iteration 26Q: 3 clusters Score -200740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -200742.750000 Penalty: 3768.308594
	Iteration 27Q: 3 clusters Score -200742.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -200747.046875 Penalty: 3768.308594
	Iteration 28Q: 3 clusters Score -200747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -200747.125000 Penalty: 3768.308594
	Iteration 29Q: 3 clusters Score -200747.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -200747.375000 Penalty: 3768.308594
	Iteration 30Q: 3 clusters Score -200747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -200747.953125 Penalty: 3768.308594
	Iteration 31Q: 3 clusters Score -200748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -200750.343750 Penalty: 3768.308594
	Iteration 32Q: 3 clusters Score -200750.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -200751.359375 Penalty: 3768.308594
	Iteration 33Q: 3 clusters Score -200751.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -200752.140625 Penalty: 3768.308594
	Iteration 34Q: 3 clusters Score -200752.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -200752.671875 Penalty: 3768.308594
	Iteration 35Q: 3 clusters Score -200752.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -200752.937500 Penalty: 3768.308594
	Iteration 36Q: 3 clusters Score -200752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -200752.937500 Penalty: 3768.308594
	Iteration 37F: 3 clusters Score -200752.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Entering Unmasked Estep 
Score: -1293456.000000 Penalty: 2308.071777
	Iteration 0F: 2 clusters Score -1293456 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 5485 members 
Entering Unmasked Estep 
Score: -1285133.625000 Penalty: 4616.143555
	Iteration 0F: 3 clusters Score -1285134 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1287540.375000 Penalty: 4616.143555
	Iteration 1F: 3 clusters Score -1287540 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1287778.000000 Penalty: 4616.143555
	Iteration 2F: 3 clusters Score -1287778 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1287932.375000 Penalty: 4616.143555
	Iteration 3Q: 3 clusters Score -1287932 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1288042.875000 Penalty: 4616.143555
	Iteration 4Q: 3 clusters Score -1288043 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1288135.000000 Penalty: 4616.143555
	Iteration 5Q: 3 clusters Score -1288135 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1288208.750000 Penalty: 4616.143555
	Iteration 6Q: 3 clusters Score -1288209 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1288283.250000 Penalty: 4616.143555
	Iteration 7Q: 3 clusters Score -1288283 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1288351.750000 Penalty: 4616.143555
	Iteration 8Q: 3 clusters Score -1288352 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1288409.125000 Penalty: 4616.143555
	Iteration 9Q: 3 clusters Score -1288409 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1288460.375000 Penalty: 4616.143555
	Iteration 10Q: 3 clusters Score -1288460 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1288521.375000 Penalty: 4616.143555
	Iteration 11Q: 3 clusters Score -1288521 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1288581.625000 Penalty: 4616.143555
	Iteration 12Q: 3 clusters Score -1288582 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1288640.250000 Penalty: 4616.143555
	Iteration 13Q: 3 clusters Score -1288640 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1288714.125000 Penalty: 4616.143555
	Iteration 14Q: 3 clusters Score -1288714 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1288791.000000 Penalty: 4616.143555
	Iteration 15Q: 3 clusters Score -1288791 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1288897.250000 Penalty: 4616.143555
	Iteration 16Q: 3 clusters Score -1288897 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1289028.875000 Penalty: 4616.143555
	Iteration 17Q: 3 clusters Score -1289029 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1289208.125000 Penalty: 4616.143555
	Iteration 18Q: 3 clusters Score -1289208 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1289446.875000 Penalty: 4616.143555
	Iteration 19Q: 3 clusters Score -1289447 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1289747.625000 Penalty: 4616.143555
	Iteration 20F: 3 clusters Score -1289748 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1290081.875000 Penalty: 4616.143555
	Iteration 21Q: 3 clusters Score -1290082 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1290427.500000 Penalty: 4616.143555
	Iteration 22Q: 3 clusters Score -1290428 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1290760.500000 Penalty: 4616.143555
	Iteration 23Q: 3 clusters Score -1290760 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1291019.500000 Penalty: 4616.143555
	Iteration 24Q: 3 clusters Score -1291020 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1291198.875000 Penalty: 4616.143555
	Iteration 25Q: 3 clusters Score -1291199 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1291316.375000 Penalty: 4616.143555
	Iteration 26Q: 3 clusters Score -1291316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1291381.875000 Penalty: 4616.143555
	Iteration 27Q: 3 clusters Score -1291382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1291413.250000 Penalty: 4616.143555
	Iteration 28Q: 3 clusters Score -1291413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1291432.625000 Penalty: 4616.143555
	Iteration 29Q: 3 clusters Score -1291433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1291450.875000 Penalty: 4616.143555
	Iteration 30Q: 3 clusters Score -1291451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1291464.875000 Penalty: 4616.143555
	Iteration 31Q: 3 clusters Score -1291465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1291481.375000 Penalty: 4616.143555
	Iteration 32Q: 3 clusters Score -1291481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1291492.625000 Penalty: 4616.143555
	Iteration 33Q: 3 clusters Score -1291493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1291493.000000 Penalty: 4616.143555
	Iteration 34Q: 3 clusters Score -1291493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1291492.625000 Penalty: 4616.143555
	Iteration 35Q: 3 clusters Score -1291493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1291495.375000 Penalty: 4616.143555
	Iteration 36Q: 3 clusters Score -1291495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1291496.375000 Penalty: 4616.143555
	Iteration 37Q: 3 clusters Score -1291496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1291496.250000 Penalty: 4616.143555
	Iteration 38Q: 3 clusters Score -1291496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1291496.125000 Penalty: 4616.143555
	Iteration 39Q: 3 clusters Score -1291496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1291496.125000 Penalty: 4616.143555
	Iteration 40F: 3 clusters Score -1291496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Entering Unmasked Estep 
Score: -1410016.500000 Penalty: 2350.201660
	Iteration 0F: 2 clusters Score -1410016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1400392.000000 Penalty: 4700.403320
	Iteration 0F: 3 clusters Score -1400392 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1403259.125000 Penalty: 4700.403320
	Iteration 1F: 3 clusters Score -1403259 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1403620.125000 Penalty: 4700.403320
	Iteration 2F: 3 clusters Score -1403620 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1403934.750000 Penalty: 4700.403320
	Iteration 3F: 3 clusters Score -1403935 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1404211.125000 Penalty: 4700.403320
	Iteration 4Q: 3 clusters Score -1404211 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1404410.875000 Penalty: 4700.403320
	Iteration 5Q: 3 clusters Score -1404411 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1404588.000000 Penalty: 4700.403320
	Iteration 6Q: 3 clusters Score -1404588 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1404747.500000 Penalty: 4700.403320
	Iteration 7Q: 3 clusters Score -1404748 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1404899.750000 Penalty: 4700.403320
	Iteration 8Q: 3 clusters Score -1404900 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1405073.000000 Penalty: 4700.403320
	Iteration 9Q: 3 clusters Score -1405073 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1405248.500000 Penalty: 4700.403320
	Iteration 10Q: 3 clusters Score -1405248 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1405465.625000 Penalty: 4700.403320
	Iteration 11Q: 3 clusters Score -1405466 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1405711.250000 Penalty: 4700.403320
	Iteration 12Q: 3 clusters Score -1405711 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1405958.250000 Penalty: 4700.403320
	Iteration 13Q: 3 clusters Score -1405958 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1406212.000000 Penalty: 4700.403320
	Iteration 14Q: 3 clusters Score -1406212 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1406490.125000 Penalty: 4700.403320
	Iteration 15Q: 3 clusters Score -1406490 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1406769.875000 Penalty: 4700.403320
	Iteration 16Q: 3 clusters Score -1406770 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1407008.375000 Penalty: 4700.403320
	Iteration 17Q: 3 clusters Score -1407008 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1407227.125000 Penalty: 4700.403320
	Iteration 18Q: 3 clusters Score -1407227 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1407408.500000 Penalty: 4700.403320
	Iteration 19Q: 3 clusters Score -1407408 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1407549.875000 Penalty: 4700.403320
	Iteration 20F: 3 clusters Score -1407550 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1407648.500000 Penalty: 4700.403320
	Iteration 21Q: 3 clusters Score -1407648 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1407737.250000 Penalty: 4700.403320
	Iteration 22Q: 3 clusters Score -1407737 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1407826.250000 Penalty: 4700.403320
	Iteration 23Q: 3 clusters Score -1407826 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1407885.625000 Penalty: 4700.403320
	Iteration 24Q: 3 clusters Score -1407886 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1407922.625000 Penalty: 4700.403320
	Iteration 25Q: 3 clusters Score -1407923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1407943.375000 Penalty: 4700.403320
	Iteration 26Q: 3 clusters Score -1407943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1407962.875000 Penalty: 4700.403320
	Iteration 27Q: 3 clusters Score -1407963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1407981.125000 Penalty: 4700.403320
	Iteration 28Q: 3 clusters Score -1407981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1407998.750000 Penalty: 4700.403320
	Iteration 29Q: 3 clusters Score -1407999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1408014.000000 Penalty: 4700.403320
	Iteration 30Q: 3 clusters Score -1408014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1408024.500000 Penalty: 4700.403320
	Iteration 31Q: 3 clusters Score -1408024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1408032.625000 Penalty: 4700.403320
	Iteration 32Q: 3 clusters Score -1408033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1408044.125000 Penalty: 4700.403320
	Iteration 33Q: 3 clusters Score -1408044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1408050.250000 Penalty: 4700.403320
	Iteration 34Q: 3 clusters Score -1408050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1408055.875000 Penalty: 4700.403320
	Iteration 35Q: 3 clusters Score -1408056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1408058.250000 Penalty: 4700.403320
	Iteration 36Q: 3 clusters Score -1408058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1408062.750000 Penalty: 4700.403320
	Iteration 37Q: 3 clusters Score -1408063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1408064.000000 Penalty: 4700.403320
	Iteration 38Q: 3 clusters Score -1408064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1408066.125000 Penalty: 4700.403320
	Iteration 39Q: 3 clusters Score -1408066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1408071.500000 Penalty: 4700.403320
	Iteration 40F: 3 clusters Score -1408072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1408074.000000 Penalty: 4700.403320
	Iteration 41Q: 3 clusters Score -1408074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1408076.500000 Penalty: 4700.403320
	Iteration 42Q: 3 clusters Score -1408076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1408077.000000 Penalty: 4700.403320
	Iteration 43Q: 3 clusters Score -1408077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1408078.875000 Penalty: 4700.403320
	Iteration 44Q: 3 clusters Score -1408079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1408080.375000 Penalty: 4700.403320
	Iteration 45Q: 3 clusters Score -1408080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1408079.625000 Penalty: 4700.403320
	Iteration 46Q: 3 clusters Score -1408080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1408080.625000 Penalty: 4700.403320
	Iteration 47Q: 3 clusters Score -1408081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1408080.750000 Penalty: 4700.403320
	Iteration 48Q: 3 clusters Score -1408081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1408083.000000 Penalty: 4700.403320
	Iteration 49Q: 3 clusters Score -1408083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1408081.875000 Penalty: 4700.403320
	Iteration 50Q: 3 clusters Score -1408082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1408083.125000 Penalty: 4700.403320
	Iteration 51Q: 3 clusters Score -1408083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1408088.000000 Penalty: 4700.403320
	Iteration 52Q: 3 clusters Score -1408088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1408089.375000 Penalty: 4700.403320
	Iteration 53Q: 3 clusters Score -1408089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1408089.250000 Penalty: 4700.403320
	Iteration 54Q: 3 clusters Score -1408089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1408092.750000 Penalty: 4700.403320
	Iteration 55Q: 3 clusters Score -1408093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1408092.750000 Penalty: 4700.403320
	Iteration 56F: 3 clusters Score -1408093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Entering Unmasked Estep 
Score: -2402978.250000 Penalty: 2461.510254
	Iteration 0F: 2 clusters Score -2402978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2388710.250000 Penalty: 4923.020508
	Iteration 0F: 3 clusters Score -2388710 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2393407.750000 Penalty: 4923.020508
	Iteration 1F: 3 clusters Score -2393408 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2393795.250000 Penalty: 4923.020508
	Iteration 2F: 3 clusters Score -2393795 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2394107.750000 Penalty: 4923.020508
	Iteration 3Q: 3 clusters Score -2394108 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2394447.250000 Penalty: 4923.020508
	Iteration 4Q: 3 clusters Score -2394447 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2394848.000000 Penalty: 4923.020508
	Iteration 5Q: 3 clusters Score -2394848 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2395380.750000 Penalty: 4923.020508
	Iteration 6Q: 3 clusters Score -2395381 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2396104.750000 Penalty: 4923.020508
	Iteration 7F: 3 clusters Score -2396105 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2397105.000000 Penalty: 4923.020508
	Iteration 8F: 3 clusters Score -2397105 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2398254.500000 Penalty: 4923.020508
	Iteration 9F: 3 clusters Score -2398254 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2399353.250000 Penalty: 4923.020508
	Iteration 10F: 3 clusters Score -2399353 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2400112.250000 Penalty: 4923.020508
	Iteration 11Q: 3 clusters Score -2400112 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2400452.500000 Penalty: 4923.020508
	Iteration 12Q: 3 clusters Score -2400452 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2400613.500000 Penalty: 4923.020508
	Iteration 13Q: 3 clusters Score -2400614 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2400666.500000 Penalty: 4923.020508
	Iteration 14Q: 3 clusters Score -2400666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2400728.500000 Penalty: 4923.020508
	Iteration 15Q: 3 clusters Score -2400728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2400766.750000 Penalty: 4923.020508
	Iteration 16Q: 3 clusters Score -2400767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2400788.500000 Penalty: 4923.020508
	Iteration 17Q: 3 clusters Score -2400788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2400801.000000 Penalty: 4923.020508
	Iteration 18Q: 3 clusters Score -2400801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2400809.000000 Penalty: 4923.020508
	Iteration 19Q: 3 clusters Score -2400809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2400811.000000 Penalty: 4923.020508
	Iteration 20F: 3 clusters Score -2400811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2400816.500000 Penalty: 4923.020508
	Iteration 21Q: 3 clusters Score -2400816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2400819.250000 Penalty: 4923.020508
	Iteration 22Q: 3 clusters Score -2400819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2400822.250000 Penalty: 4923.020508
	Iteration 23Q: 3 clusters Score -2400822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2400822.000000 Penalty: 4923.020508
	Iteration 24Q: 3 clusters Score -2400822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2400823.250000 Penalty: 4923.020508
	Iteration 25Q: 3 clusters Score -2400823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2400823.250000 Penalty: 4923.020508
	Iteration 26F: 3 clusters Score -2400823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -499536.781250 Penalty: 2078.410156
	Iteration 0F: 2 clusters Score -499536.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -495372.812500 Penalty: 4156.820312
	Iteration 0F: 3 clusters Score -495372.8 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -496352.218750 Penalty: 4156.820312
	Iteration 1F: 3 clusters Score -496352.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -496652.156250 Penalty: 4156.820312
	Iteration 2F: 3 clusters Score -496652.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -496882.593750 Penalty: 4156.820312
	Iteration 3F: 3 clusters Score -496882.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -497172.656250 Penalty: 4156.820312
	Iteration 4F: 3 clusters Score -497172.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -497610.187500 Penalty: 4156.820312
	Iteration 5F: 3 clusters Score -497610.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -498280.312500 Penalty: 4156.820312
	Iteration 6F: 3 clusters Score -498280.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -499201.281250 Penalty: 4156.820312
	Iteration 7F: 3 clusters Score -499201.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -500078.187500 Penalty: 4156.820312
	Iteration 8F: 3 clusters Score -500078.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -500436.156250 Penalty: 4156.820312
	Iteration 9Q: 3 clusters Score -500436.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -500528.906250 Penalty: 4156.820312
	Iteration 10Q: 3 clusters Score -500528.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -500547.875000 Penalty: 4156.820312
	Iteration 11Q: 3 clusters Score -500547.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -500560.250000 Penalty: 4156.820312
	Iteration 12Q: 3 clusters Score -500560.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -500566.281250 Penalty: 4156.820312
	Iteration 13Q: 3 clusters Score -500566.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -500567.187500 Penalty: 4156.820312
	Iteration 14Q: 3 clusters Score -500567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -500568.125000 Penalty: 4156.820312
	Iteration 15Q: 3 clusters Score -500568.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -500568.937500 Penalty: 4156.820312
	Iteration 16Q: 3 clusters Score -500568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -500569.000000 Penalty: 4156.820312
	Iteration 17Q: 3 clusters Score -500569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -500569.906250 Penalty: 4156.820312
	Iteration 18Q: 3 clusters Score -500569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -500569.906250 Penalty: 4156.820312
	Iteration 19F: 3 clusters Score -500569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 2481 members 
Mstep: Class 3 contains 331267 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11012 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20444 members 
Mstep: Class 9 contains 1881 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36023 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 90040 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92687096.000000 Penalty: 91179.304688
Splitting cluster 9 changes total score from -92687384.000000 to -92687096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (16564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Entering Unmasked Estep 
Score: -1945115.375000 Penalty: 2409.316650
	Iteration 0F: 2 clusters Score -1945115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1933277.375000 Penalty: 4818.633301
	Iteration 0F: 3 clusters Score -1933277 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1937057.375000 Penalty: 4818.633301
	Iteration 1F: 3 clusters Score -1937057 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1937443.375000 Penalty: 4818.633301
	Iteration 2F: 3 clusters Score -1937443 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1937747.625000 Penalty: 4818.633301
	Iteration 3Q: 3 clusters Score -1937748 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1938008.000000 Penalty: 4818.633301
	Iteration 4Q: 3 clusters Score -1938008 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1938285.875000 Penalty: 4818.633301
	Iteration 5Q: 3 clusters Score -1938286 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1938548.125000 Penalty: 4818.633301
	Iteration 6Q: 3 clusters Score -1938548 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1938822.250000 Penalty: 4818.633301
	Iteration 7Q: 3 clusters Score -1938822 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1939116.375000 Penalty: 4818.633301
	Iteration 8Q: 3 clusters Score -1939116 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1939464.750000 Penalty: 4818.633301
	Iteration 9Q: 3 clusters Score -1939465 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1939936.125000 Penalty: 4818.633301
	Iteration 10Q: 3 clusters Score -1939936 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1940528.625000 Penalty: 4818.633301
	Iteration 11F: 3 clusters Score -1940529 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1941235.125000 Penalty: 4818.633301
	Iteration 12F: 3 clusters Score -1941235 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1941978.625000 Penalty: 4818.633301
	Iteration 13F: 3 clusters Score -1941979 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1942692.250000 Penalty: 4818.633301
	Iteration 14F: 3 clusters Score -1942692 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1943211.625000 Penalty: 4818.633301
	Iteration 15Q: 3 clusters Score -1943212 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1943574.250000 Penalty: 4818.633301
	Iteration 16Q: 3 clusters Score -1943574 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1943804.750000 Penalty: 4818.633301
	Iteration 17Q: 3 clusters Score -1943805 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1943971.375000 Penalty: 4818.633301
	Iteration 18Q: 3 clusters Score -1943971 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1944054.250000 Penalty: 4818.633301
	Iteration 19Q: 3 clusters Score -1944054 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1944124.250000 Penalty: 4818.633301
	Iteration 20F: 3 clusters Score -1944124 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1944181.250000 Penalty: 4818.633301
	Iteration 21Q: 3 clusters Score -1944181 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1944229.500000 Penalty: 4818.633301
	Iteration 22Q: 3 clusters Score -1944230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1944261.375000 Penalty: 4818.633301
	Iteration 23Q: 3 clusters Score -1944261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1944285.500000 Penalty: 4818.633301
	Iteration 24Q: 3 clusters Score -1944286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1944312.750000 Penalty: 4818.633301
	Iteration 25Q: 3 clusters Score -1944313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1944334.125000 Penalty: 4818.633301
	Iteration 26Q: 3 clusters Score -1944334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1944340.875000 Penalty: 4818.633301
	Iteration 27Q: 3 clusters Score -1944341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1944351.375000 Penalty: 4818.633301
	Iteration 28Q: 3 clusters Score -1944351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1944358.125000 Penalty: 4818.633301
	Iteration 29Q: 3 clusters Score -1944358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1944362.125000 Penalty: 4818.633301
	Iteration 30Q: 3 clusters Score -1944362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1944367.625000 Penalty: 4818.633301
	Iteration 31Q: 3 clusters Score -1944368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1944369.250000 Penalty: 4818.633301
	Iteration 32Q: 3 clusters Score -1944369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1944372.375000 Penalty: 4818.633301
	Iteration 33Q: 3 clusters Score -1944372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1944372.375000 Penalty: 4818.633301
	Iteration 34Q: 3 clusters Score -1944372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1944372.375000 Penalty: 4818.633301
	Iteration 35F: 3 clusters Score -1944372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Entering Unmasked Estep 
Score: -713497.937500 Penalty: 2161.741455
	Iteration 0F: 2 clusters Score -713497.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -708246.875000 Penalty: 4323.482910
	Iteration 0F: 3 clusters Score -708246.9 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -709616.000000 Penalty: 4323.482910
	Iteration 1F: 3 clusters Score -709616 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -709868.062500 Penalty: 4323.482910
	Iteration 2F: 3 clusters Score -709868.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -710061.312500 Penalty: 4323.482910
	Iteration 3F: 3 clusters Score -710061.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -710220.125000 Penalty: 4323.482910
	Iteration 4Q: 3 clusters Score -710220.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -710342.187500 Penalty: 4323.482910
	Iteration 5Q: 3 clusters Score -710342.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -710419.875000 Penalty: 4323.482910
	Iteration 6Q: 3 clusters Score -710419.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -710478.812500 Penalty: 4323.482910
	Iteration 7Q: 3 clusters Score -710478.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -710531.937500 Penalty: 4323.482910
	Iteration 8Q: 3 clusters Score -710531.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -710571.437500 Penalty: 4323.482910
	Iteration 9Q: 3 clusters Score -710571.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -710610.375000 Penalty: 4323.482910
	Iteration 10Q: 3 clusters Score -710610.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -710646.437500 Penalty: 4323.482910
	Iteration 11Q: 3 clusters Score -710646.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -710674.937500 Penalty: 4323.482910
	Iteration 12Q: 3 clusters Score -710674.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -710705.937500 Penalty: 4323.482910
	Iteration 13Q: 3 clusters Score -710705.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -710733.562500 Penalty: 4323.482910
	Iteration 14Q: 3 clusters Score -710733.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -710758.375000 Penalty: 4323.482910
	Iteration 15Q: 3 clusters Score -710758.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -710781.437500 Penalty: 4323.482910
	Iteration 16Q: 3 clusters Score -710781.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -710802.375000 Penalty: 4323.482910
	Iteration 17Q: 3 clusters Score -710802.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -710822.500000 Penalty: 4323.482910
	Iteration 18Q: 3 clusters Score -710822.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -710836.562500 Penalty: 4323.482910
	Iteration 19Q: 3 clusters Score -710836.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -710850.750000 Penalty: 4323.482910
	Iteration 20F: 3 clusters Score -710850.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -710870.375000 Penalty: 4323.482910
	Iteration 21Q: 3 clusters Score -710870.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -710890.687500 Penalty: 4323.482910
	Iteration 22Q: 3 clusters Score -710890.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -710916.125000 Penalty: 4323.482910
	Iteration 23Q: 3 clusters Score -710916.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -710945.125000 Penalty: 4323.482910
	Iteration 24Q: 3 clusters Score -710945.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -710976.437500 Penalty: 4323.482910
	Iteration 25Q: 3 clusters Score -710976.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -711008.312500 Penalty: 4323.482910
	Iteration 26Q: 3 clusters Score -711008.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -711032.000000 Penalty: 4323.482910
	Iteration 27Q: 3 clusters Score -711032 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -711052.875000 Penalty: 4323.482910
	Iteration 28Q: 3 clusters Score -711052.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -711072.812500 Penalty: 4323.482910
	Iteration 29Q: 3 clusters Score -711072.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -711090.125000 Penalty: 4323.482910
	Iteration 30Q: 3 clusters Score -711090.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -711106.625000 Penalty: 4323.482910
	Iteration 31Q: 3 clusters Score -711106.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -711120.812500 Penalty: 4323.482910
	Iteration 32Q: 3 clusters Score -711120.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -711135.250000 Penalty: 4323.482910
	Iteration 33Q: 3 clusters Score -711135.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -711148.312500 Penalty: 4323.482910
	Iteration 34Q: 3 clusters Score -711148.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -711160.937500 Penalty: 4323.482910
	Iteration 35Q: 3 clusters Score -711160.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -711175.125000 Penalty: 4323.482910
	Iteration 36Q: 3 clusters Score -711175.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -711185.375000 Penalty: 4323.482910
	Iteration 37Q: 3 clusters Score -711185.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -711198.625000 Penalty: 4323.482910
	Iteration 38Q: 3 clusters Score -711198.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -711213.625000 Penalty: 4323.482910
	Iteration 39Q: 3 clusters Score -711213.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -711232.937500 Penalty: 4323.482910
	Iteration 40F: 3 clusters Score -711232.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -711243.437500 Penalty: 4323.482910
	Iteration 41Q: 3 clusters Score -711243.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -711254.062500 Penalty: 4323.482910
	Iteration 42Q: 3 clusters Score -711254.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -711258.375000 Penalty: 4323.482910
	Iteration 43Q: 3 clusters Score -711258.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -711264.000000 Penalty: 4323.482910
	Iteration 44Q: 3 clusters Score -711264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -711265.750000 Penalty: 4323.482910
	Iteration 45Q: 3 clusters Score -711265.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -711270.312500 Penalty: 4323.482910
	Iteration 46Q: 3 clusters Score -711270.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -711272.187500 Penalty: 4323.482910
	Iteration 47Q: 3 clusters Score -711272.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -711277.562500 Penalty: 4323.482910
	Iteration 48Q: 3 clusters Score -711277.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -711279.687500 Penalty: 4323.482910
	Iteration 49Q: 3 clusters Score -711279.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -711285.375000 Penalty: 4323.482910
	Iteration 50Q: 3 clusters Score -711285.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -711289.875000 Penalty: 4323.482910
	Iteration 51Q: 3 clusters Score -711289.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -711293.125000 Penalty: 4323.482910
	Iteration 52Q: 3 clusters Score -711293.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -711296.750000 Penalty: 4323.482910
	Iteration 53Q: 3 clusters Score -711296.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -711300.562500 Penalty: 4323.482910
	Iteration 54Q: 3 clusters Score -711300.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -711301.875000 Penalty: 4323.482910
	Iteration 55Q: 3 clusters Score -711301.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -711302.812500 Penalty: 4323.482910
	Iteration 56Q: 3 clusters Score -711302.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -711303.812500 Penalty: 4323.482910
	Iteration 57Q: 3 clusters Score -711303.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -711305.937500 Penalty: 4323.482910
	Iteration 58Q: 3 clusters Score -711305.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -711308.062500 Penalty: 4323.482910
	Iteration 59Q: 3 clusters Score -711308.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -711313.312500 Penalty: 4323.482910
	Iteration 60F: 3 clusters Score -711313.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -711318.125000 Penalty: 4323.482910
	Iteration 61Q: 3 clusters Score -711318.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -711323.750000 Penalty: 4323.482910
	Iteration 62Q: 3 clusters Score -711323.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -711326.937500 Penalty: 4323.482910
	Iteration 63Q: 3 clusters Score -711326.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -711330.812500 Penalty: 4323.482910
	Iteration 64Q: 3 clusters Score -711330.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -711333.812500 Penalty: 4323.482910
	Iteration 65Q: 3 clusters Score -711333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -711336.500000 Penalty: 4323.482910
	Iteration 66Q: 3 clusters Score -711336.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -711339.687500 Penalty: 4323.482910
	Iteration 67Q: 3 clusters Score -711339.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -711345.875000 Penalty: 4323.482910
	Iteration 68Q: 3 clusters Score -711345.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -711347.562500 Penalty: 4323.482910
	Iteration 69Q: 3 clusters Score -711347.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -711351.875000 Penalty: 4323.482910
	Iteration 70Q: 3 clusters Score -711351.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -711353.687500 Penalty: 4323.482910
	Iteration 71Q: 3 clusters Score -711353.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -711355.937500 Penalty: 4323.482910
	Iteration 72Q: 3 clusters Score -711355.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -711360.437500 Penalty: 4323.482910
	Iteration 73Q: 3 clusters Score -711360.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -711363.687500 Penalty: 4323.482910
	Iteration 74Q: 3 clusters Score -711363.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -711368.812500 Penalty: 4323.482910
	Iteration 75Q: 3 clusters Score -711368.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -711371.562500 Penalty: 4323.482910
	Iteration 76Q: 3 clusters Score -711371.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -711375.625000 Penalty: 4323.482910
	Iteration 77Q: 3 clusters Score -711375.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -711376.437500 Penalty: 4323.482910
	Iteration 78Q: 3 clusters Score -711376.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -711379.625000 Penalty: 4323.482910
	Iteration 79Q: 3 clusters Score -711379.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -711380.437500 Penalty: 4323.482910
	Iteration 80F: 3 clusters Score -711380.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -711384.437500 Penalty: 4323.482910
	Iteration 81Q: 3 clusters Score -711384.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -711386.250000 Penalty: 4323.482910
	Iteration 82Q: 3 clusters Score -711386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -711387.812500 Penalty: 4323.482910
	Iteration 83Q: 3 clusters Score -711387.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -711387.812500 Penalty: 4323.482910
	Iteration 84Q: 3 clusters Score -711387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -711387.062500 Penalty: 4323.482910
	Iteration 85Q: 3 clusters Score -711387.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -711388.812500 Penalty: 4323.482910
	Iteration 86Q: 3 clusters Score -711388.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -711388.812500 Penalty: 4323.482910
	Iteration 87F: 3 clusters Score -711388.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Entering Unmasked Estep 
Score: -4242109.500000 Penalty: 2601.994385
	Iteration 0F: 2 clusters Score -4242110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -4217591.500000 Penalty: 5203.988770
	Iteration 0F: 3 clusters Score -4217592 nChanged 16506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -4226859.000000 Penalty: 5203.988770
	Iteration 1F: 3 clusters Score -4226859 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -4227500.500000 Penalty: 5203.988770
	Iteration 2Q: 3 clusters Score -4227500 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -4228210.500000 Penalty: 5203.988770
	Iteration 3Q: 3 clusters Score -4228210 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -4229014.000000 Penalty: 5203.988770
	Iteration 4Q: 3 clusters Score -4229014 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -4230056.500000 Penalty: 5203.988770
	Iteration 5F: 3 clusters Score -4230056 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -4231519.500000 Penalty: 5203.988770
	Iteration 6F: 3 clusters Score -4231520 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -4233477.000000 Penalty: 5203.988770
	Iteration 7F: 3 clusters Score -4233477 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -4235475.500000 Penalty: 5203.988770
	Iteration 8F: 3 clusters Score -4235476 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4236640.500000 Penalty: 5203.988770
	Iteration 9Q: 3 clusters Score -4236640 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -4237129.500000 Penalty: 5203.988770
	Iteration 10Q: 3 clusters Score -4237130 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -4237325.000000 Penalty: 5203.988770
	Iteration 11Q: 3 clusters Score -4237325 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -4237450.000000 Penalty: 5203.988770
	Iteration 12Q: 3 clusters Score -4237450 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -4237551.500000 Penalty: 5203.988770
	Iteration 13Q: 3 clusters Score -4237552 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -4237647.000000 Penalty: 5203.988770
	Iteration 14Q: 3 clusters Score -4237647 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -4237717.500000 Penalty: 5203.988770
	Iteration 15Q: 3 clusters Score -4237718 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -4237800.000000 Penalty: 5203.988770
	Iteration 16Q: 3 clusters Score -4237800 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -4237880.000000 Penalty: 5203.988770
	Iteration 17Q: 3 clusters Score -4237880 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -4237962.500000 Penalty: 5203.988770
	Iteration 18Q: 3 clusters Score -4237962 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -4238045.000000 Penalty: 5203.988770
	Iteration 19Q: 3 clusters Score -4238045 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -4238146.500000 Penalty: 5203.988770
	Iteration 20F: 3 clusters Score -4238146 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -4238218.000000 Penalty: 5203.988770
	Iteration 21Q: 3 clusters Score -4238218 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -4238281.500000 Penalty: 5203.988770
	Iteration 22Q: 3 clusters Score -4238282 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -4238343.500000 Penalty: 5203.988770
	Iteration 23Q: 3 clusters Score -4238344 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4238421.000000 Penalty: 5203.988770
	Iteration 24Q: 3 clusters Score -4238421 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -4238495.500000 Penalty: 5203.988770
	Iteration 25Q: 3 clusters Score -4238496 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -4238590.000000 Penalty: 5203.988770
	Iteration 26Q: 3 clusters Score -4238590 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4238655.000000 Penalty: 5203.988770
	Iteration 27Q: 3 clusters Score -4238655 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -4238726.000000 Penalty: 5203.988770
	Iteration 28Q: 3 clusters Score -4238726 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -4238790.000000 Penalty: 5203.988770
	Iteration 29Q: 3 clusters Score -4238790 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -4238843.500000 Penalty: 5203.988770
	Iteration 30Q: 3 clusters Score -4238844 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4238918.500000 Penalty: 5203.988770
	Iteration 31Q: 3 clusters Score -4238918 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -4238942.000000 Penalty: 5203.988770
	Iteration 32Q: 3 clusters Score -4238942 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4238988.500000 Penalty: 5203.988770
	Iteration 33Q: 3 clusters Score -4238988 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -4239044.000000 Penalty: 5203.988770
	Iteration 34Q: 3 clusters Score -4239044 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4239069.000000 Penalty: 5203.988770
	Iteration 35Q: 3 clusters Score -4239069 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4239113.500000 Penalty: 5203.988770
	Iteration 36Q: 3 clusters Score -4239114 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4239153.500000 Penalty: 5203.988770
	Iteration 37Q: 3 clusters Score -4239154 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4239191.500000 Penalty: 5203.988770
	Iteration 38Q: 3 clusters Score -4239192 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4239243.500000 Penalty: 5203.988770
	Iteration 39Q: 3 clusters Score -4239244 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4239291.500000 Penalty: 5203.988770
	Iteration 40F: 3 clusters Score -4239292 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4239332.000000 Penalty: 5203.988770
	Iteration 41Q: 3 clusters Score -4239332 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4239377.000000 Penalty: 5203.988770
	Iteration 42Q: 3 clusters Score -4239377 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4239397.500000 Penalty: 5203.988770
	Iteration 43Q: 3 clusters Score -4239398 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4239424.000000 Penalty: 5203.988770
	Iteration 44Q: 3 clusters Score -4239424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4239437.000000 Penalty: 5203.988770
	Iteration 45Q: 3 clusters Score -4239437 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4239458.500000 Penalty: 5203.988770
	Iteration 46Q: 3 clusters Score -4239458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4239480.500000 Penalty: 5203.988770
	Iteration 47Q: 3 clusters Score -4239480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4239514.500000 Penalty: 5203.988770
	Iteration 48Q: 3 clusters Score -4239514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4239527.000000 Penalty: 5203.988770
	Iteration 49Q: 3 clusters Score -4239527 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4239557.000000 Penalty: 5203.988770
	Iteration 50Q: 3 clusters Score -4239557 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4239586.500000 Penalty: 5203.988770
	Iteration 51Q: 3 clusters Score -4239586 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4239627.000000 Penalty: 5203.988770
	Iteration 52Q: 3 clusters Score -4239627 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4239643.500000 Penalty: 5203.988770
	Iteration 53Q: 3 clusters Score -4239644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4239666.000000 Penalty: 5203.988770
	Iteration 54Q: 3 clusters Score -4239666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4239678.500000 Penalty: 5203.988770
	Iteration 55Q: 3 clusters Score -4239678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4239694.500000 Penalty: 5203.988770
	Iteration 56Q: 3 clusters Score -4239694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4239706.500000 Penalty: 5203.988770
	Iteration 57Q: 3 clusters Score -4239706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4239720.000000 Penalty: 5203.988770
	Iteration 58Q: 3 clusters Score -4239720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4239727.500000 Penalty: 5203.988770
	Iteration 59Q: 3 clusters Score -4239728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4239733.500000 Penalty: 5203.988770
	Iteration 60F: 3 clusters Score -4239734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4239744.000000 Penalty: 5203.988770
	Iteration 61Q: 3 clusters Score -4239744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4239744.000000 Penalty: 5203.988770
	Iteration 62Q: 3 clusters Score -4239744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4239760.000000 Penalty: 5203.988770
	Iteration 63Q: 3 clusters Score -4239760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4239758.000000 Penalty: 5203.988770
	Iteration 64Q: 3 clusters Score -4239758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4239768.000000 Penalty: 5203.988770
	Iteration 65Q: 3 clusters Score -4239768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4239768.000000 Penalty: 5203.988770
	Iteration 66Q: 3 clusters Score -4239768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4239766.500000 Penalty: 5203.988770
	Iteration 67Q: 3 clusters Score -4239766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4239775.500000 Penalty: 5203.988770
	Iteration 68Q: 3 clusters Score -4239776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4239776.500000 Penalty: 5203.988770
	Iteration 69Q: 3 clusters Score -4239776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4239781.500000 Penalty: 5203.988770
	Iteration 70Q: 3 clusters Score -4239782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4239784.000000 Penalty: 5203.988770
	Iteration 71Q: 3 clusters Score -4239784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4239787.000000 Penalty: 5203.988770
	Iteration 72Q: 3 clusters Score -4239787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4239797.000000 Penalty: 5203.988770
	Iteration 73Q: 3 clusters Score -4239797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4239802.000000 Penalty: 5203.988770
	Iteration 74Q: 3 clusters Score -4239802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4239809.500000 Penalty: 5203.988770
	Iteration 75Q: 3 clusters Score -4239810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4239823.500000 Penalty: 5203.988770
	Iteration 76Q: 3 clusters Score -4239824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4239833.500000 Penalty: 5203.988770
	Iteration 77Q: 3 clusters Score -4239834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4239834.000000 Penalty: 5203.988770
	Iteration 78Q: 3 clusters Score -4239834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4239838.000000 Penalty: 5203.988770
	Iteration 79Q: 3 clusters Score -4239838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4239844.000000 Penalty: 5203.988770
	Iteration 80F: 3 clusters Score -4239844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4239850.500000 Penalty: 5203.988770
	Iteration 81Q: 3 clusters Score -4239850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4239848.500000 Penalty: 5203.988770
	Iteration 82Q: 3 clusters Score -4239848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4239849.500000 Penalty: 5203.988770
	Iteration 83Q: 3 clusters Score -4239850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4239856.500000 Penalty: 5203.988770
	Iteration 84Q: 3 clusters Score -4239856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4239854.500000 Penalty: 5203.988770
	Iteration 85Q: 3 clusters Score -4239854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4239854.500000 Penalty: 5203.988770
	Iteration 86F: 3 clusters Score -4239854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Entering Unmasked Estep 
Score: -7603008.500000 Penalty: 2750.415527
	Iteration 0F: 2 clusters Score -7603008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -7559117.000000 Penalty: 5500.831055
	Iteration 0F: 3 clusters Score -7559117 nChanged 30557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -7575859.000000 Penalty: 5500.831055
	Iteration 1F: 3 clusters Score -7575859 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -7576285.000000 Penalty: 5500.831055
	Iteration 2Q: 3 clusters Score -7576285 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -7576746.000000 Penalty: 5500.831055
	Iteration 3Q: 3 clusters Score -7576746 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -7577239.500000 Penalty: 5500.831055
	Iteration 4Q: 3 clusters Score -7577240 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -7577712.000000 Penalty: 5500.831055
	Iteration 5Q: 3 clusters Score -7577712 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -7578332.000000 Penalty: 5500.831055
	Iteration 6Q: 3 clusters Score -7578332 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -7579154.500000 Penalty: 5500.831055
	Iteration 7Q: 3 clusters Score -7579154 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -7580435.000000 Penalty: 5500.831055
	Iteration 8Q: 3 clusters Score -7580435 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -7582292.500000 Penalty: 5500.831055
	Iteration 9F: 3 clusters Score -7582292 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -7585163.500000 Penalty: 5500.831055
	Iteration 10F: 3 clusters Score -7585164 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -7588706.500000 Penalty: 5500.831055
	Iteration 11F: 3 clusters Score -7588706 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -7592030.000000 Penalty: 5500.831055
	Iteration 12F: 3 clusters Score -7592030 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -7594672.000000 Penalty: 5500.831055
	Iteration 13Q: 3 clusters Score -7594672 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -7596536.000000 Penalty: 5500.831055
	Iteration 14Q: 3 clusters Score -7596536 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -7597810.000000 Penalty: 5500.831055
	Iteration 15Q: 3 clusters Score -7597810 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -7598729.500000 Penalty: 5500.831055
	Iteration 16Q: 3 clusters Score -7598730 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -7599388.500000 Penalty: 5500.831055
	Iteration 17Q: 3 clusters Score -7599388 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -7599804.500000 Penalty: 5500.831055
	Iteration 18Q: 3 clusters Score -7599804 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -7600087.000000 Penalty: 5500.831055
	Iteration 19Q: 3 clusters Score -7600087 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -7600276.000000 Penalty: 5500.831055
	Iteration 20F: 3 clusters Score -7600276 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -7600347.500000 Penalty: 5500.831055
	Iteration 21Q: 3 clusters Score -7600348 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -7600386.000000 Penalty: 5500.831055
	Iteration 22Q: 3 clusters Score -7600386 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -7600444.500000 Penalty: 5500.831055
	Iteration 23Q: 3 clusters Score -7600444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -7600477.500000 Penalty: 5500.831055
	Iteration 24Q: 3 clusters Score -7600478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -7600512.000000 Penalty: 5500.831055
	Iteration 25Q: 3 clusters Score -7600512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -7600521.000000 Penalty: 5500.831055
	Iteration 26Q: 3 clusters Score -7600521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -7600541.000000 Penalty: 5500.831055
	Iteration 27Q: 3 clusters Score -7600541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 65042 members 
Entering Unmasked Estep 
Score: -7600562.000000 Penalty: 5500.831055
	Iteration 28Q: 3 clusters Score -7600562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -7600592.000000 Penalty: 5500.831055
	Iteration 29Q: 3 clusters Score -7600592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -7600605.000000 Penalty: 5500.831055
	Iteration 30Q: 3 clusters Score -7600605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -7600607.000000 Penalty: 5500.831055
	Iteration 31Q: 3 clusters Score -7600607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -7600616.000000 Penalty: 5500.831055
	Iteration 32Q: 3 clusters Score -7600616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -7600617.000000 Penalty: 5500.831055
	Iteration 33Q: 3 clusters Score -7600617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -7600617.000000 Penalty: 5500.831055
	Iteration 34Q: 3 clusters Score -7600617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -7600617.000000 Penalty: 5500.831055
	Iteration 35Q: 3 clusters Score -7600617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -7600619.500000 Penalty: 5500.831055
	Iteration 36Q: 3 clusters Score -7600620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -7600617.500000 Penalty: 5500.831055
	Iteration 37Q: 3 clusters Score -7600618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -7600621.500000 Penalty: 5500.831055
	Iteration 38Q: 3 clusters Score -7600622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -7600624.000000 Penalty: 5500.831055
	Iteration 39Q: 3 clusters Score -7600624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -7600624.000000 Penalty: 5500.831055
	Iteration 40F: 3 clusters Score -7600624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Entering Unmasked Estep 
Score: -359879.687500 Penalty: 2012.352539
	Iteration 0F: 2 clusters Score -359879.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -356474.187500 Penalty: 4024.705078
	Iteration 0F: 3 clusters Score -356474.2 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -357539.156250 Penalty: 4024.705078
	Iteration 1F: 3 clusters Score -357539.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -358094.593750 Penalty: 4024.705078
	Iteration 2F: 3 clusters Score -358094.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -358652.843750 Penalty: 4024.705078
	Iteration 3F: 3 clusters Score -358652.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -359149.562500 Penalty: 4024.705078
	Iteration 4F: 3 clusters Score -359149.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -359535.218750 Penalty: 4024.705078
	Iteration 5F: 3 clusters Score -359535.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -359797.875000 Penalty: 4024.705078
	Iteration 6Q: 3 clusters Score -359797.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -359990.718750 Penalty: 4024.705078
	Iteration 7Q: 3 clusters Score -359990.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -360091.875000 Penalty: 4024.705078
	Iteration 8Q: 3 clusters Score -360091.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -360136.937500 Penalty: 4024.705078
	Iteration 9Q: 3 clusters Score -360136.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -360161.937500 Penalty: 4024.705078
	Iteration 10Q: 3 clusters Score -360161.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -360177.250000 Penalty: 4024.705078
	Iteration 11Q: 3 clusters Score -360177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -360182.000000 Penalty: 4024.705078
	Iteration 12Q: 3 clusters Score -360182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -360188.187500 Penalty: 4024.705078
	Iteration 13Q: 3 clusters Score -360188.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -360194.468750 Penalty: 4024.705078
	Iteration 14Q: 3 clusters Score -360194.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -360200.187500 Penalty: 4024.705078
	Iteration 15Q: 3 clusters Score -360200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -360205.156250 Penalty: 4024.705078
	Iteration 16Q: 3 clusters Score -360205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -360212.187500 Penalty: 4024.705078
	Iteration 17Q: 3 clusters Score -360212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -360214.281250 Penalty: 4024.705078
	Iteration 18Q: 3 clusters Score -360214.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -360214.562500 Penalty: 4024.705078
	Iteration 19Q: 3 clusters Score -360214.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -360214.562500 Penalty: 4024.705078
	Iteration 20F: 3 clusters Score -360214.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 3109 members 
Mstep: Class 3 contains 331267 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11012 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20444 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36023 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 233 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 90040 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686384.000000 Penalty: 91179.304688
Splitting cluster 14 changes total score from -92687384.000000 to -92686384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (19492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Entering Unmasked Estep 
Score: -2296549.750000 Penalty: 2449.684326
	Iteration 0F: 2 clusters Score -2296550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2282793.250000 Penalty: 4899.368652
	Iteration 0F: 3 clusters Score -2282793 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2287323.750000 Penalty: 4899.368652
	Iteration 1F: 3 clusters Score -2287324 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2287789.000000 Penalty: 4899.368652
	Iteration 2F: 3 clusters Score -2287789 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2288187.750000 Penalty: 4899.368652
	Iteration 3F: 3 clusters Score -2288188 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2288602.500000 Penalty: 4899.368652
	Iteration 4Q: 3 clusters Score -2288602 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2289078.500000 Penalty: 4899.368652
	Iteration 5Q: 3 clusters Score -2289078 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2289668.750000 Penalty: 4899.368652
	Iteration 6F: 3 clusters Score -2289669 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2290443.500000 Penalty: 4899.368652
	Iteration 7F: 3 clusters Score -2290444 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2291396.750000 Penalty: 4899.368652
	Iteration 8F: 3 clusters Score -2291397 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2292471.000000 Penalty: 4899.368652
	Iteration 9F: 3 clusters Score -2292471 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2293278.500000 Penalty: 4899.368652
	Iteration 10Q: 3 clusters Score -2293278 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2293710.250000 Penalty: 4899.368652
	Iteration 11Q: 3 clusters Score -2293710 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2293886.000000 Penalty: 4899.368652
	Iteration 12Q: 3 clusters Score -2293886 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2293981.000000 Penalty: 4899.368652
	Iteration 13Q: 3 clusters Score -2293981 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2294037.750000 Penalty: 4899.368652
	Iteration 14Q: 3 clusters Score -2294038 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2294081.250000 Penalty: 4899.368652
	Iteration 15Q: 3 clusters Score -2294081 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2294097.250000 Penalty: 4899.368652
	Iteration 16Q: 3 clusters Score -2294097 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2294127.250000 Penalty: 4899.368652
	Iteration 17Q: 3 clusters Score -2294127 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2294160.250000 Penalty: 4899.368652
	Iteration 18Q: 3 clusters Score -2294160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2294193.500000 Penalty: 4899.368652
	Iteration 19Q: 3 clusters Score -2294194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2294219.000000 Penalty: 4899.368652
	Iteration 20F: 3 clusters Score -2294219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2294233.500000 Penalty: 4899.368652
	Iteration 21Q: 3 clusters Score -2294234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2294250.000000 Penalty: 4899.368652
	Iteration 22Q: 3 clusters Score -2294250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2294272.000000 Penalty: 4899.368652
	Iteration 23Q: 3 clusters Score -2294272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2294284.500000 Penalty: 4899.368652
	Iteration 24Q: 3 clusters Score -2294284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2294303.500000 Penalty: 4899.368652
	Iteration 25Q: 3 clusters Score -2294304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2294320.750000 Penalty: 4899.368652
	Iteration 26Q: 3 clusters Score -2294321 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2294327.250000 Penalty: 4899.368652
	Iteration 27Q: 3 clusters Score -2294327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2294336.500000 Penalty: 4899.368652
	Iteration 28Q: 3 clusters Score -2294336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2294346.500000 Penalty: 4899.368652
	Iteration 29Q: 3 clusters Score -2294346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2294358.250000 Penalty: 4899.368652
	Iteration 30Q: 3 clusters Score -2294358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2294361.000000 Penalty: 4899.368652
	Iteration 31Q: 3 clusters Score -2294361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2294369.250000 Penalty: 4899.368652
	Iteration 32Q: 3 clusters Score -2294369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2294384.500000 Penalty: 4899.368652
	Iteration 33Q: 3 clusters Score -2294384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2294390.500000 Penalty: 4899.368652
	Iteration 34Q: 3 clusters Score -2294390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2294405.500000 Penalty: 4899.368652
	Iteration 35Q: 3 clusters Score -2294406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2294405.750000 Penalty: 4899.368652
	Iteration 36Q: 3 clusters Score -2294406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2294414.250000 Penalty: 4899.368652
	Iteration 37Q: 3 clusters Score -2294414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2294421.250000 Penalty: 4899.368652
	Iteration 38Q: 3 clusters Score -2294421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2294434.500000 Penalty: 4899.368652
	Iteration 39Q: 3 clusters Score -2294434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2294434.000000 Penalty: 4899.368652
	Iteration 40F: 3 clusters Score -2294434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2294431.750000 Penalty: 4899.368652
	Iteration 41Q: 3 clusters Score -2294432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2294438.250000 Penalty: 4899.368652
	Iteration 42Q: 3 clusters Score -2294438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2294442.250000 Penalty: 4899.368652
	Iteration 43Q: 3 clusters Score -2294442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2294447.250000 Penalty: 4899.368652
	Iteration 44Q: 3 clusters Score -2294447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2294449.250000 Penalty: 4899.368652
	Iteration 45Q: 3 clusters Score -2294449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2294449.500000 Penalty: 4899.368652
	Iteration 46Q: 3 clusters Score -2294450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2294451.500000 Penalty: 4899.368652
	Iteration 47Q: 3 clusters Score -2294452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2294453.250000 Penalty: 4899.368652
	Iteration 48Q: 3 clusters Score -2294453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2294453.000000 Penalty: 4899.368652
	Iteration 49Q: 3 clusters Score -2294453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2294454.500000 Penalty: 4899.368652
	Iteration 50Q: 3 clusters Score -2294454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2294454.750000 Penalty: 4899.368652
	Iteration 51Q: 3 clusters Score -2294455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2294454.750000 Penalty: 4899.368652
	Iteration 52F: 3 clusters Score -2294455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -56604.718750 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -56604.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55048.363281 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -55048.36 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55278.039062 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -55278.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55354.347656 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -55354.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55400.097656 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -55400.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55432.382812 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -55432.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55455.160156 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -55455.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55468.582031 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -55468.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55550.355469 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -55550.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55596.972656 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -55596.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55626.113281 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -55626.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55640.167969 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -55640.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55645.457031 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -55645.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55646.914062 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -55646.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55646.914062 Penalty: 3125.189941
	Iteration 13F: 3 clusters Score -55646.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Entering Unmasked Estep 
Score: -4763153.500000 Penalty: 2641.736816
	Iteration 0F: 2 clusters Score -4763154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -4734729.000000 Penalty: 5283.473633
	Iteration 0F: 3 clusters Score -4734729 nChanged 19254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4745396.500000 Penalty: 5283.473633
	Iteration 1F: 3 clusters Score -4745396 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -4746103.000000 Penalty: 5283.473633
	Iteration 2Q: 3 clusters Score -4746103 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -4746896.000000 Penalty: 5283.473633
	Iteration 3Q: 3 clusters Score -4746896 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -4748004.500000 Penalty: 5283.473633
	Iteration 4Q: 3 clusters Score -4748004 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -4749583.500000 Penalty: 5283.473633
	Iteration 5F: 3 clusters Score -4749584 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -4751494.000000 Penalty: 5283.473633
	Iteration 6F: 3 clusters Score -4751494 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4753694.000000 Penalty: 5283.473633
	Iteration 7F: 3 clusters Score -4753694 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4755869.000000 Penalty: 5283.473633
	Iteration 8F: 3 clusters Score -4755869 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -4757679.000000 Penalty: 5283.473633
	Iteration 9Q: 3 clusters Score -4757679 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -4758891.500000 Penalty: 5283.473633
	Iteration 10Q: 3 clusters Score -4758892 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -4759629.000000 Penalty: 5283.473633
	Iteration 11Q: 3 clusters Score -4759629 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -4760088.000000 Penalty: 5283.473633
	Iteration 12Q: 3 clusters Score -4760088 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -4760338.500000 Penalty: 5283.473633
	Iteration 13Q: 3 clusters Score -4760338 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -4760470.000000 Penalty: 5283.473633
	Iteration 14Q: 3 clusters Score -4760470 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -4760594.500000 Penalty: 5283.473633
	Iteration 15Q: 3 clusters Score -4760594 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -4760673.000000 Penalty: 5283.473633
	Iteration 16Q: 3 clusters Score -4760673 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -4760722.500000 Penalty: 5283.473633
	Iteration 17Q: 3 clusters Score -4760722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -4760741.000000 Penalty: 5283.473633
	Iteration 18Q: 3 clusters Score -4760741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -4760752.000000 Penalty: 5283.473633
	Iteration 19Q: 3 clusters Score -4760752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -4760759.000000 Penalty: 5283.473633
	Iteration 20F: 3 clusters Score -4760759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -4760778.500000 Penalty: 5283.473633
	Iteration 21Q: 3 clusters Score -4760778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -4760796.000000 Penalty: 5283.473633
	Iteration 22Q: 3 clusters Score -4760796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -4760816.000000 Penalty: 5283.473633
	Iteration 23Q: 3 clusters Score -4760816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -4760834.000000 Penalty: 5283.473633
	Iteration 24Q: 3 clusters Score -4760834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -4760845.500000 Penalty: 5283.473633
	Iteration 25Q: 3 clusters Score -4760846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -4760849.000000 Penalty: 5283.473633
	Iteration 26Q: 3 clusters Score -4760849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -4760865.000000 Penalty: 5283.473633
	Iteration 27Q: 3 clusters Score -4760865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -4760876.000000 Penalty: 5283.473633
	Iteration 28Q: 3 clusters Score -4760876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -4760885.500000 Penalty: 5283.473633
	Iteration 29Q: 3 clusters Score -4760886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -4760884.500000 Penalty: 5283.473633
	Iteration 30Q: 3 clusters Score -4760884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -4760887.000000 Penalty: 5283.473633
	Iteration 31Q: 3 clusters Score -4760887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -4760891.000000 Penalty: 5283.473633
	Iteration 32Q: 3 clusters Score -4760891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -4760903.000000 Penalty: 5283.473633
	Iteration 33Q: 3 clusters Score -4760903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -4760901.000000 Penalty: 5283.473633
	Iteration 34Q: 3 clusters Score -4760901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -4760912.000000 Penalty: 5283.473633
	Iteration 35Q: 3 clusters Score -4760912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -4760906.500000 Penalty: 5283.473633
	Iteration 36Q: 3 clusters Score -4760906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -4760907.500000 Penalty: 5283.473633
	Iteration 37Q: 3 clusters Score -4760908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -4760906.000000 Penalty: 5283.473633
	Iteration 38Q: 3 clusters Score -4760906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -4760916.500000 Penalty: 5283.473633
	Iteration 39Q: 3 clusters Score -4760916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -4760917.500000 Penalty: 5283.473633
	Iteration 40F: 3 clusters Score -4760918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -4760920.000000 Penalty: 5283.473633
	Iteration 41Q: 3 clusters Score -4760920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -4760921.500000 Penalty: 5283.473633
	Iteration 42Q: 3 clusters Score -4760922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -4760923.500000 Penalty: 5283.473633
	Iteration 43Q: 3 clusters Score -4760924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -4760921.000000 Penalty: 5283.473633
	Iteration 44Q: 3 clusters Score -4760921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -4760921.000000 Penalty: 5283.473633
	Iteration 45F: 3 clusters Score -4760921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Entering Unmasked Estep 
Score: -639592.437500 Penalty: 2141.209473
	Iteration 0F: 2 clusters Score -639592.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -634641.750000 Penalty: 4282.418945
	Iteration 0F: 3 clusters Score -634641.8 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -635799.750000 Penalty: 4282.418945
	Iteration 1F: 3 clusters Score -635799.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -636013.562500 Penalty: 4282.418945
	Iteration 2F: 3 clusters Score -636013.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -636153.812500 Penalty: 4282.418945
	Iteration 3Q: 3 clusters Score -636153.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -636254.937500 Penalty: 4282.418945
	Iteration 4Q: 3 clusters Score -636254.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -636323.250000 Penalty: 4282.418945
	Iteration 5Q: 3 clusters Score -636323.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -636367.625000 Penalty: 4282.418945
	Iteration 6Q: 3 clusters Score -636367.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -636402.562500 Penalty: 4282.418945
	Iteration 7Q: 3 clusters Score -636402.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -636432.937500 Penalty: 4282.418945
	Iteration 8Q: 3 clusters Score -636432.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -636462.000000 Penalty: 4282.418945
	Iteration 9Q: 3 clusters Score -636462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -636484.750000 Penalty: 4282.418945
	Iteration 10Q: 3 clusters Score -636484.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -636506.625000 Penalty: 4282.418945
	Iteration 11Q: 3 clusters Score -636506.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -636528.312500 Penalty: 4282.418945
	Iteration 12Q: 3 clusters Score -636528.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -636545.687500 Penalty: 4282.418945
	Iteration 13Q: 3 clusters Score -636545.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -636563.437500 Penalty: 4282.418945
	Iteration 14Q: 3 clusters Score -636563.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -636582.000000 Penalty: 4282.418945
	Iteration 15Q: 3 clusters Score -636582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -636602.750000 Penalty: 4282.418945
	Iteration 16Q: 3 clusters Score -636602.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -636620.375000 Penalty: 4282.418945
	Iteration 17Q: 3 clusters Score -636620.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -636641.625000 Penalty: 4282.418945
	Iteration 18Q: 3 clusters Score -636641.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -636657.250000 Penalty: 4282.418945
	Iteration 19Q: 3 clusters Score -636657.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -636667.750000 Penalty: 4282.418945
	Iteration 20F: 3 clusters Score -636667.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -636682.812500 Penalty: 4282.418945
	Iteration 21Q: 3 clusters Score -636682.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -636696.437500 Penalty: 4282.418945
	Iteration 22Q: 3 clusters Score -636696.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -636711.625000 Penalty: 4282.418945
	Iteration 23Q: 3 clusters Score -636711.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -636720.437500 Penalty: 4282.418945
	Iteration 24Q: 3 clusters Score -636720.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -636732.062500 Penalty: 4282.418945
	Iteration 25Q: 3 clusters Score -636732.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -636743.687500 Penalty: 4282.418945
	Iteration 26Q: 3 clusters Score -636743.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -636757.750000 Penalty: 4282.418945
	Iteration 27Q: 3 clusters Score -636757.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -636771.937500 Penalty: 4282.418945
	Iteration 28Q: 3 clusters Score -636771.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -636785.937500 Penalty: 4282.418945
	Iteration 29Q: 3 clusters Score -636785.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -636795.562500 Penalty: 4282.418945
	Iteration 30Q: 3 clusters Score -636795.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -636808.125000 Penalty: 4282.418945
	Iteration 31Q: 3 clusters Score -636808.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -636826.187500 Penalty: 4282.418945
	Iteration 32Q: 3 clusters Score -636826.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -636857.375000 Penalty: 4282.418945
	Iteration 33Q: 3 clusters Score -636857.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -636896.750000 Penalty: 4282.418945
	Iteration 34Q: 3 clusters Score -636896.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -636926.187500 Penalty: 4282.418945
	Iteration 35Q: 3 clusters Score -636926.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -636963.750000 Penalty: 4282.418945
	Iteration 36Q: 3 clusters Score -636963.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -637003.312500 Penalty: 4282.418945
	Iteration 37Q: 3 clusters Score -637003.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -637040.812500 Penalty: 4282.418945
	Iteration 38Q: 3 clusters Score -637040.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -637079.687500 Penalty: 4282.418945
	Iteration 39Q: 3 clusters Score -637079.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -637121.562500 Penalty: 4282.418945
	Iteration 40F: 3 clusters Score -637121.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -637153.875000 Penalty: 4282.418945
	Iteration 41Q: 3 clusters Score -637153.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -637200.750000 Penalty: 4282.418945
	Iteration 42Q: 3 clusters Score -637200.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -637267.437500 Penalty: 4282.418945
	Iteration 43Q: 3 clusters Score -637267.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -637325.812500 Penalty: 4282.418945
	Iteration 44Q: 3 clusters Score -637325.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -637377.937500 Penalty: 4282.418945
	Iteration 45Q: 3 clusters Score -637377.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -637427.187500 Penalty: 4282.418945
	Iteration 46Q: 3 clusters Score -637427.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -637470.500000 Penalty: 4282.418945
	Iteration 47Q: 3 clusters Score -637470.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -637512.500000 Penalty: 4282.418945
	Iteration 48Q: 3 clusters Score -637512.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -637540.062500 Penalty: 4282.418945
	Iteration 49Q: 3 clusters Score -637540.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -637561.937500 Penalty: 4282.418945
	Iteration 50Q: 3 clusters Score -637561.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -637580.562500 Penalty: 4282.418945
	Iteration 51Q: 3 clusters Score -637580.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -637591.687500 Penalty: 4282.418945
	Iteration 52Q: 3 clusters Score -637591.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -637606.500000 Penalty: 4282.418945
	Iteration 53Q: 3 clusters Score -637606.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -637617.312500 Penalty: 4282.418945
	Iteration 54Q: 3 clusters Score -637617.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -637629.937500 Penalty: 4282.418945
	Iteration 55Q: 3 clusters Score -637629.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -637642.750000 Penalty: 4282.418945
	Iteration 56Q: 3 clusters Score -637642.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -637649.500000 Penalty: 4282.418945
	Iteration 57Q: 3 clusters Score -637649.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -637654.750000 Penalty: 4282.418945
	Iteration 58Q: 3 clusters Score -637654.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -637657.437500 Penalty: 4282.418945
	Iteration 59Q: 3 clusters Score -637657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -637664.375000 Penalty: 4282.418945
	Iteration 60F: 3 clusters Score -637664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -637667.000000 Penalty: 4282.418945
	Iteration 61Q: 3 clusters Score -637667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -637670.500000 Penalty: 4282.418945
	Iteration 62Q: 3 clusters Score -637670.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -637676.375000 Penalty: 4282.418945
	Iteration 63Q: 3 clusters Score -637676.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -637683.125000 Penalty: 4282.418945
	Iteration 64Q: 3 clusters Score -637683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -637687.187500 Penalty: 4282.418945
	Iteration 65Q: 3 clusters Score -637687.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -637691.312500 Penalty: 4282.418945
	Iteration 66Q: 3 clusters Score -637691.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -637693.187500 Penalty: 4282.418945
	Iteration 67Q: 3 clusters Score -637693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -637693.812500 Penalty: 4282.418945
	Iteration 68Q: 3 clusters Score -637693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -637693.812500 Penalty: 4282.418945
	Iteration 69F: 3 clusters Score -637693.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Entering Unmasked Estep 
Score: -1886550.625000 Penalty: 2401.576416
	Iteration 0F: 2 clusters Score -1886551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1875028.750000 Penalty: 4803.152832
	Iteration 0F: 3 clusters Score -1875029 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1878728.625000 Penalty: 4803.152832
	Iteration 1F: 3 clusters Score -1878729 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1879068.625000 Penalty: 4803.152832
	Iteration 2F: 3 clusters Score -1879069 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1879361.000000 Penalty: 4803.152832
	Iteration 3Q: 3 clusters Score -1879361 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1879649.250000 Penalty: 4803.152832
	Iteration 4Q: 3 clusters Score -1879649 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1879921.000000 Penalty: 4803.152832
	Iteration 5Q: 3 clusters Score -1879921 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1880273.500000 Penalty: 4803.152832
	Iteration 6Q: 3 clusters Score -1880274 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1880667.875000 Penalty: 4803.152832
	Iteration 7Q: 3 clusters Score -1880668 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1881116.125000 Penalty: 4803.152832
	Iteration 8Q: 3 clusters Score -1881116 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1881622.750000 Penalty: 4803.152832
	Iteration 9Q: 3 clusters Score -1881623 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1882167.250000 Penalty: 4803.152832
	Iteration 10Q: 3 clusters Score -1882167 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1882672.875000 Penalty: 4803.152832
	Iteration 11Q: 3 clusters Score -1882673 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1883103.500000 Penalty: 4803.152832
	Iteration 12Q: 3 clusters Score -1883104 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1883458.875000 Penalty: 4803.152832
	Iteration 13Q: 3 clusters Score -1883459 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1883738.375000 Penalty: 4803.152832
	Iteration 14Q: 3 clusters Score -1883738 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1883918.375000 Penalty: 4803.152832
	Iteration 15Q: 3 clusters Score -1883918 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1884063.875000 Penalty: 4803.152832
	Iteration 16Q: 3 clusters Score -1884064 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1884159.500000 Penalty: 4803.152832
	Iteration 17Q: 3 clusters Score -1884160 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1884230.625000 Penalty: 4803.152832
	Iteration 18Q: 3 clusters Score -1884231 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1884279.000000 Penalty: 4803.152832
	Iteration 19Q: 3 clusters Score -1884279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1884312.750000 Penalty: 4803.152832
	Iteration 20F: 3 clusters Score -1884313 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1884353.000000 Penalty: 4803.152832
	Iteration 21Q: 3 clusters Score -1884353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1884373.125000 Penalty: 4803.152832
	Iteration 22Q: 3 clusters Score -1884373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1884383.250000 Penalty: 4803.152832
	Iteration 23Q: 3 clusters Score -1884383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1884393.625000 Penalty: 4803.152832
	Iteration 24Q: 3 clusters Score -1884394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1884402.750000 Penalty: 4803.152832
	Iteration 25Q: 3 clusters Score -1884403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1884413.500000 Penalty: 4803.152832
	Iteration 26Q: 3 clusters Score -1884414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1884435.500000 Penalty: 4803.152832
	Iteration 27Q: 3 clusters Score -1884436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1884444.750000 Penalty: 4803.152832
	Iteration 28Q: 3 clusters Score -1884445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1884449.750000 Penalty: 4803.152832
	Iteration 29Q: 3 clusters Score -1884450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1884465.000000 Penalty: 4803.152832
	Iteration 30Q: 3 clusters Score -1884465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1884472.500000 Penalty: 4803.152832
	Iteration 31Q: 3 clusters Score -1884472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1884484.875000 Penalty: 4803.152832
	Iteration 32Q: 3 clusters Score -1884485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1884491.750000 Penalty: 4803.152832
	Iteration 33Q: 3 clusters Score -1884492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1884494.375000 Penalty: 4803.152832
	Iteration 34Q: 3 clusters Score -1884494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1884499.250000 Penalty: 4803.152832
	Iteration 35Q: 3 clusters Score -1884499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1884502.500000 Penalty: 4803.152832
	Iteration 36Q: 3 clusters Score -1884502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1884506.250000 Penalty: 4803.152832
	Iteration 37Q: 3 clusters Score -1884506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1884510.875000 Penalty: 4803.152832
	Iteration 38Q: 3 clusters Score -1884511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1884512.125000 Penalty: 4803.152832
	Iteration 39Q: 3 clusters Score -1884512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1884514.500000 Penalty: 4803.152832
	Iteration 40F: 3 clusters Score -1884514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1884515.375000 Penalty: 4803.152832
	Iteration 41Q: 3 clusters Score -1884515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1884515.375000 Penalty: 4803.152832
	Iteration 42F: 3 clusters Score -1884515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -81961.406250 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -81961.41 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 392 members 
Entering Unmasked Estep 
Score: -80210.265625 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -80210.27 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80428.164062 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -80428.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80504.984375 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -80504.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80543.570312 Penalty: 3283.556396
	Iteration 3Q: 3 clusters Score -80543.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80569.578125 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -80569.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80584.312500 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -80584.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80600.265625 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -80600.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80607.906250 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -80607.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80620.671875 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -80620.67 nChanged 5
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: -80627.531250 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -80627.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80631.968750 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -80631.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80638.125000 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -80638.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80641.617188 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -80641.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80644.015625 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -80644.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80645.382812 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -80645.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80647.117188 Penalty: 3283.556396
	Iteration 15Q: 3 clusters Score -80647.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80650.507812 Penalty: 3283.556396
	Iteration 16Q: 3 clusters Score -80650.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80654.312500 Penalty: 3283.556396
	Iteration 17Q: 3 clusters Score -80654.31 nChanged 1
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: -80656.476562 Penalty: 3283.556396
	Iteration 18Q: 3 clusters Score -80656.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80659.640625 Penalty: 3283.556396
	Iteration 19Q: 3 clusters Score -80659.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80659.640625 Penalty: 3283.556396
	Iteration 20F: 3 clusters Score -80659.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -75657.304688 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -75657.3 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 401 members 
Entering Unmasked Estep 
Score: -73965.039062 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -73965.04 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -74574.468750 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -74574.47 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75237.179688 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -75237.18 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -75847.390625 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -75847.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -76330.382812 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -76330.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -76406.179688 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -76406.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -76446.625000 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -76446.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -76477.609375 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -76477.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -76487.867188 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -76487.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -76495.414062 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -76495.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -76505.070312 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -76505.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -76512.445312 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -76512.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -76512.445312 Penalty: 3301.736328
	Iteration 12F: 3 clusters Score -76512.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 331267 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11012 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20444 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36023 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 159 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 90040 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686488.000000 Penalty: 91179.304688
Splitting cluster 21 changes total score from -92687384.000000 to -92686488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -110955.218750 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -110955.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -108942.359375 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -108942.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -109314.429688 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -109314.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -109502.007812 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -109502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -109643.281250 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -109643.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -109816.320312 Penalty: 3461.656006
	Iteration 4F: 3 clusters Score -109816.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -110051.078125 Penalty: 3461.656006
	Iteration 5F: 3 clusters Score -110051.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110292.070312 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -110292.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -110510.101562 Penalty: 3461.656006
	Iteration 7F: 3 clusters Score -110510.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -111090.320312 Penalty: 3461.656006
	Iteration 8F: 3 clusters Score -111090.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111713.492188 Penalty: 3461.656006
	Iteration 9F: 3 clusters Score -111713.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111840.882812 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -111840.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111931.632812 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -111931.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111980.179688 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -111980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112005.640625 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -112005.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112005.640625 Penalty: 3461.656006
	Iteration 14F: 3 clusters Score -112005.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 331267 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11012 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20444 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36023 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 90040 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686816.000000 Penalty: 91179.304688
Splitting cluster 22 changes total score from -92687384.000000 to -92686816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (65561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65561 members 
Entering Unmasked Estep 
Score: -7706866.000000 Penalty: 2750.502686
	Iteration 0F: 2 clusters Score -7706866 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 32855 members 
Entering Unmasked Estep 
Score: -7662860.000000 Penalty: 5501.005371
	Iteration 0F: 3 clusters Score -7662860 nChanged 30561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -7680146.500000 Penalty: 5501.005371
	Iteration 1F: 3 clusters Score -7680146 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -7680824.500000 Penalty: 5501.005371
	Iteration 2Q: 3 clusters Score -7680824 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -7681691.500000 Penalty: 5501.005371
	Iteration 3Q: 3 clusters Score -7681692 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -7682696.000000 Penalty: 5501.005371
	Iteration 4Q: 3 clusters Score -7682696 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -7683926.000000 Penalty: 5501.005371
	Iteration 5Q: 3 clusters Score -7683926 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -7685486.000000 Penalty: 5501.005371
	Iteration 6Q: 3 clusters Score -7685486 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -7687575.000000 Penalty: 5501.005371
	Iteration 7F: 3 clusters Score -7687575 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -7690246.000000 Penalty: 5501.005371
	Iteration 8F: 3 clusters Score -7690246 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -7693335.500000 Penalty: 5501.005371
	Iteration 9F: 3 clusters Score -7693336 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -7695629.500000 Penalty: 5501.005371
	Iteration 10F: 3 clusters Score -7695630 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -7696557.500000 Penalty: 5501.005371
	Iteration 11Q: 3 clusters Score -7696558 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -7696960.500000 Penalty: 5501.005371
	Iteration 12Q: 3 clusters Score -7696960 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -7697237.000000 Penalty: 5501.005371
	Iteration 13Q: 3 clusters Score -7697237 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -7697403.500000 Penalty: 5501.005371
	Iteration 14Q: 3 clusters Score -7697404 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -7697524.500000 Penalty: 5501.005371
	Iteration 15Q: 3 clusters Score -7697524 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -7697660.500000 Penalty: 5501.005371
	Iteration 16Q: 3 clusters Score -7697660 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -7697802.500000 Penalty: 5501.005371
	Iteration 17Q: 3 clusters Score -7697802 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -7697970.500000 Penalty: 5501.005371
	Iteration 18Q: 3 clusters Score -7697970 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -7698068.500000 Penalty: 5501.005371
	Iteration 19Q: 3 clusters Score -7698068 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -7698188.000000 Penalty: 5501.005371
	Iteration 20F: 3 clusters Score -7698188 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -7698307.000000 Penalty: 5501.005371
	Iteration 21Q: 3 clusters Score -7698307 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -7698405.000000 Penalty: 5501.005371
	Iteration 22Q: 3 clusters Score -7698405 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -7698487.000000 Penalty: 5501.005371
	Iteration 23Q: 3 clusters Score -7698487 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -7698606.500000 Penalty: 5501.005371
	Iteration 24Q: 3 clusters Score -7698606 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -7698680.000000 Penalty: 5501.005371
	Iteration 25Q: 3 clusters Score -7698680 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -7698787.500000 Penalty: 5501.005371
	Iteration 26Q: 3 clusters Score -7698788 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -7698919.000000 Penalty: 5501.005371
	Iteration 27Q: 3 clusters Score -7698919 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -7699040.000000 Penalty: 5501.005371
	Iteration 28Q: 3 clusters Score -7699040 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -7699138.500000 Penalty: 5501.005371
	Iteration 29Q: 3 clusters Score -7699138 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -7699245.500000 Penalty: 5501.005371
	Iteration 30Q: 3 clusters Score -7699246 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -7699354.500000 Penalty: 5501.005371
	Iteration 31Q: 3 clusters Score -7699354 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -7699475.000000 Penalty: 5501.005371
	Iteration 32Q: 3 clusters Score -7699475 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -7699579.500000 Penalty: 5501.005371
	Iteration 33Q: 3 clusters Score -7699580 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -7699700.000000 Penalty: 5501.005371
	Iteration 34Q: 3 clusters Score -7699700 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -7699830.500000 Penalty: 5501.005371
	Iteration 35Q: 3 clusters Score -7699830 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -7699955.500000 Penalty: 5501.005371
	Iteration 36Q: 3 clusters Score -7699956 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -7700073.500000 Penalty: 5501.005371
	Iteration 37Q: 3 clusters Score -7700074 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -7700197.000000 Penalty: 5501.005371
	Iteration 38Q: 3 clusters Score -7700197 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -7700349.000000 Penalty: 5501.005371
	Iteration 39Q: 3 clusters Score -7700349 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -7700504.000000 Penalty: 5501.005371
	Iteration 40F: 3 clusters Score -7700504 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -7700693.500000 Penalty: 5501.005371
	Iteration 41Q: 3 clusters Score -7700694 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -7700844.000000 Penalty: 5501.005371
	Iteration 42Q: 3 clusters Score -7700844 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -7701028.500000 Penalty: 5501.005371
	Iteration 43Q: 3 clusters Score -7701028 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -7701181.500000 Penalty: 5501.005371
	Iteration 44Q: 3 clusters Score -7701182 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -7701350.500000 Penalty: 5501.005371
	Iteration 45Q: 3 clusters Score -7701350 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -7701550.000000 Penalty: 5501.005371
	Iteration 46Q: 3 clusters Score -7701550 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -7701748.000000 Penalty: 5501.005371
	Iteration 47Q: 3 clusters Score -7701748 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -7701910.000000 Penalty: 5501.005371
	Iteration 48Q: 3 clusters Score -7701910 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -7702107.000000 Penalty: 5501.005371
	Iteration 49Q: 3 clusters Score -7702107 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -7702256.000000 Penalty: 5501.005371
	Iteration 50Q: 3 clusters Score -7702256 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -7702464.500000 Penalty: 5501.005371
	Iteration 51Q: 3 clusters Score -7702464 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -7702652.000000 Penalty: 5501.005371
	Iteration 52Q: 3 clusters Score -7702652 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -7702812.500000 Penalty: 5501.005371
	Iteration 53Q: 3 clusters Score -7702812 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -7703036.500000 Penalty: 5501.005371
	Iteration 54Q: 3 clusters Score -7703036 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -7703180.000000 Penalty: 5501.005371
	Iteration 55Q: 3 clusters Score -7703180 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -7703349.500000 Penalty: 5501.005371
	Iteration 56Q: 3 clusters Score -7703350 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -7703511.500000 Penalty: 5501.005371
	Iteration 57Q: 3 clusters Score -7703512 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -7703659.500000 Penalty: 5501.005371
	Iteration 58Q: 3 clusters Score -7703660 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -7703827.500000 Penalty: 5501.005371
	Iteration 59Q: 3 clusters Score -7703828 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -7703942.500000 Penalty: 5501.005371
	Iteration 60F: 3 clusters Score -7703942 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7704012.500000 Penalty: 5501.005371
	Iteration 61Q: 3 clusters Score -7704012 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -7704084.000000 Penalty: 5501.005371
	Iteration 62Q: 3 clusters Score -7704084 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7704126.500000 Penalty: 5501.005371
	Iteration 63Q: 3 clusters Score -7704126 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -7704199.500000 Penalty: 5501.005371
	Iteration 64Q: 3 clusters Score -7704200 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7704273.500000 Penalty: 5501.005371
	Iteration 65Q: 3 clusters Score -7704274 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7704312.000000 Penalty: 5501.005371
	Iteration 66Q: 3 clusters Score -7704312 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7704360.500000 Penalty: 5501.005371
	Iteration 67Q: 3 clusters Score -7704360 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7704401.000000 Penalty: 5501.005371
	Iteration 68Q: 3 clusters Score -7704401 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7704436.500000 Penalty: 5501.005371
	Iteration 69Q: 3 clusters Score -7704436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7704453.000000 Penalty: 5501.005371
	Iteration 70Q: 3 clusters Score -7704453 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7704490.000000 Penalty: 5501.005371
	Iteration 71Q: 3 clusters Score -7704490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7704527.000000 Penalty: 5501.005371
	Iteration 72Q: 3 clusters Score -7704527 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64039 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7704529.000000 Penalty: 5501.005371
	Iteration 73Q: 3 clusters Score -7704529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7704541.500000 Penalty: 5501.005371
	Iteration 74Q: 3 clusters Score -7704542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7704549.500000 Penalty: 5501.005371
	Iteration 75Q: 3 clusters Score -7704550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7704566.000000 Penalty: 5501.005371
	Iteration 76Q: 3 clusters Score -7704566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7704570.500000 Penalty: 5501.005371
	Iteration 77Q: 3 clusters Score -7704570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7704577.500000 Penalty: 5501.005371
	Iteration 78Q: 3 clusters Score -7704578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7704597.500000 Penalty: 5501.005371
	Iteration 79Q: 3 clusters Score -7704598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7704607.500000 Penalty: 5501.005371
	Iteration 80F: 3 clusters Score -7704608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7704613.000000 Penalty: 5501.005371
	Iteration 81Q: 3 clusters Score -7704613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7704633.000000 Penalty: 5501.005371
	Iteration 82Q: 3 clusters Score -7704633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7704629.500000 Penalty: 5501.005371
	Iteration 83Q: 3 clusters Score -7704630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7704634.500000 Penalty: 5501.005371
	Iteration 84Q: 3 clusters Score -7704634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7704638.500000 Penalty: 5501.005371
	Iteration 85Q: 3 clusters Score -7704638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7704642.500000 Penalty: 5501.005371
	Iteration 86Q: 3 clusters Score -7704642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7704644.500000 Penalty: 5501.005371
	Iteration 87Q: 3 clusters Score -7704644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7704658.000000 Penalty: 5501.005371
	Iteration 88Q: 3 clusters Score -7704658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64453 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7704656.000000 Penalty: 5501.005371
	Iteration 89Q: 3 clusters Score -7704656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7704661.000000 Penalty: 5501.005371
	Iteration 90Q: 3 clusters Score -7704661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7704661.000000 Penalty: 5501.005371
	Iteration 91Q: 3 clusters Score -7704661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7704672.500000 Penalty: 5501.005371
	Iteration 92Q: 3 clusters Score -7704672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7704674.500000 Penalty: 5501.005371
	Iteration 93Q: 3 clusters Score -7704674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7704685.500000 Penalty: 5501.005371
	Iteration 94Q: 3 clusters Score -7704686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7704686.000000 Penalty: 5501.005371
	Iteration 95Q: 3 clusters Score -7704686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7704695.500000 Penalty: 5501.005371
	Iteration 96Q: 3 clusters Score -7704696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7704696.000000 Penalty: 5501.005371
	Iteration 97Q: 3 clusters Score -7704696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7704694.000000 Penalty: 5501.005371
	Iteration 98Q: 3 clusters Score -7704694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7704700.000000 Penalty: 5501.005371
	Iteration 99Q: 3 clusters Score -7704700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7704701.500000 Penalty: 5501.005371
	Iteration 100F: 3 clusters Score -7704702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7704702.000000 Penalty: 5501.005371
	Iteration 101Q: 3 clusters Score -7704702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7704698.000000 Penalty: 5501.005371
	Iteration 102Q: 3 clusters Score -7704698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7704700.000000 Penalty: 5501.005371
	Iteration 103Q: 3 clusters Score -7704700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7704705.000000 Penalty: 5501.005371
	Iteration 104Q: 3 clusters Score -7704705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7704705.000000 Penalty: 5501.005371
	Iteration 105F: 3 clusters Score -7704705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (90040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Entering Unmasked Estep 
Score: -10464169.000000 Penalty: 2829.186279
	Iteration 0F: 2 clusters Score -1.046417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -10404192.000000 Penalty: 5658.372559
	Iteration 0F: 3 clusters Score -1.040419e+07 nChanged 42198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -10428254.000000 Penalty: 5658.372559
	Iteration 1F: 3 clusters Score -1.042825e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -10429124.000000 Penalty: 5658.372559
	Iteration 2Q: 3 clusters Score -1.042912e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -10430302.000000 Penalty: 5658.372559
	Iteration 3Q: 3 clusters Score -1.04303e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -10431869.000000 Penalty: 5658.372559
	Iteration 4Q: 3 clusters Score -1.043187e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -10434082.000000 Penalty: 5658.372559
	Iteration 5F: 3 clusters Score -1.043408e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -10437668.000000 Penalty: 5658.372559
	Iteration 6F: 3 clusters Score -1.043767e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -10442530.000000 Penalty: 5658.372559
	Iteration 7F: 3 clusters Score -1.044253e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -10447932.000000 Penalty: 5658.372559
	Iteration 8F: 3 clusters Score -1.044793e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -10452094.000000 Penalty: 5658.372559
	Iteration 9F: 3 clusters Score -1.045209e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -10454584.000000 Penalty: 5658.372559
	Iteration 10Q: 3 clusters Score -1.045458e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -10455953.000000 Penalty: 5658.372559
	Iteration 11Q: 3 clusters Score -1.045595e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -10456903.000000 Penalty: 5658.372559
	Iteration 12Q: 3 clusters Score -1.04569e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 76740 members 
Entering Unmasked Estep 
Score: -10457630.000000 Penalty: 5658.372559
	Iteration 13Q: 3 clusters Score -1.045763e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 78026 members 
Entering Unmasked Estep 
Score: -10458237.000000 Penalty: 5658.372559
	Iteration 14Q: 3 clusters Score -1.045824e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -10458847.000000 Penalty: 5658.372559
	Iteration 15Q: 3 clusters Score -1.045885e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 80298 members 
Entering Unmasked Estep 
Score: -10459384.000000 Penalty: 5658.372559
	Iteration 16Q: 3 clusters Score -1.045938e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -10459747.000000 Penalty: 5658.372559
	Iteration 17Q: 3 clusters Score -1.045975e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -10460107.000000 Penalty: 5658.372559
	Iteration 18Q: 3 clusters Score -1.046011e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -10460370.000000 Penalty: 5658.372559
	Iteration 19Q: 3 clusters Score -1.046037e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -10460661.000000 Penalty: 5658.372559
	Iteration 20F: 3 clusters Score -1.046066e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -10460901.000000 Penalty: 5658.372559
	Iteration 21Q: 3 clusters Score -1.04609e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 84830 members 
Entering Unmasked Estep 
Score: -10461111.000000 Penalty: 5658.372559
	Iteration 22Q: 3 clusters Score -1.046111e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 85304 members 
Entering Unmasked Estep 
Score: -10461277.000000 Penalty: 5658.372559
	Iteration 23Q: 3 clusters Score -1.046128e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 85718 members 
Entering Unmasked Estep 
Score: -10461429.000000 Penalty: 5658.372559
	Iteration 24Q: 3 clusters Score -1.046143e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 86081 members 
Entering Unmasked Estep 
Score: -10461546.000000 Penalty: 5658.372559
	Iteration 25Q: 3 clusters Score -1.046155e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 86388 members 
Entering Unmasked Estep 
Score: -10461677.000000 Penalty: 5658.372559
	Iteration 26Q: 3 clusters Score -1.046168e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 86634 members 
Entering Unmasked Estep 
Score: -10461770.000000 Penalty: 5658.372559
	Iteration 27Q: 3 clusters Score -1.046177e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -10461809.000000 Penalty: 5658.372559
	Iteration 28Q: 3 clusters Score -1.046181e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 87008 members 
Entering Unmasked Estep 
Score: -10461852.000000 Penalty: 5658.372559
	Iteration 29Q: 3 clusters Score -1.046185e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -10461911.000000 Penalty: 5658.372559
	Iteration 30Q: 3 clusters Score -1.046191e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 87290 members 
Entering Unmasked Estep 
Score: -10461970.000000 Penalty: 5658.372559
	Iteration 31Q: 3 clusters Score -1.046197e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 87409 members 
Entering Unmasked Estep 
Score: -10461986.000000 Penalty: 5658.372559
	Iteration 32Q: 3 clusters Score -1.046199e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -10462041.000000 Penalty: 5658.372559
	Iteration 33Q: 3 clusters Score -1.046204e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
Score: -10462063.000000 Penalty: 5658.372559
	Iteration 34Q: 3 clusters Score -1.046206e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -10462094.000000 Penalty: 5658.372559
	Iteration 35Q: 3 clusters Score -1.046209e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 87794 members 
Entering Unmasked Estep 
Score: -10462130.000000 Penalty: 5658.372559
	Iteration 36Q: 3 clusters Score -1.046213e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -10462134.000000 Penalty: 5658.372559
	Iteration 37Q: 3 clusters Score -1.046213e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -10462167.000000 Penalty: 5658.372559
	Iteration 38Q: 3 clusters Score -1.046217e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 87960 members 
Entering Unmasked Estep 
Score: -10462162.000000 Penalty: 5658.372559
	Iteration 39Q: 3 clusters Score -1.046216e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 87991 members 
Entering Unmasked Estep 
Score: -10462180.000000 Penalty: 5658.372559
	Iteration 40F: 3 clusters Score -1.046218e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 88019 members 
Entering Unmasked Estep 
Score: -10462200.000000 Penalty: 5658.372559
	Iteration 41Q: 3 clusters Score -1.04622e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 88046 members 
Entering Unmasked Estep 
Score: -10462225.000000 Penalty: 5658.372559
	Iteration 42Q: 3 clusters Score -1.046222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -10462244.000000 Penalty: 5658.372559
	Iteration 43Q: 3 clusters Score -1.046224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 88092 members 
Entering Unmasked Estep 
Score: -10462249.000000 Penalty: 5658.372559
	Iteration 44Q: 3 clusters Score -1.046225e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 88115 members 
Entering Unmasked Estep 
Score: -10462248.000000 Penalty: 5658.372559
	Iteration 45Q: 3 clusters Score -1.046225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -10462256.000000 Penalty: 5658.372559
	Iteration 46Q: 3 clusters Score -1.046226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -10462272.000000 Penalty: 5658.372559
	Iteration 47Q: 3 clusters Score -1.046227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -10462268.000000 Penalty: 5658.372559
	Iteration 48Q: 3 clusters Score -1.046227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -10462272.000000 Penalty: 5658.372559
	Iteration 49Q: 3 clusters Score -1.046227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 88148 members 
Entering Unmasked Estep 
Score: -10462270.000000 Penalty: 5658.372559
	Iteration 50Q: 3 clusters Score -1.046227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 88152 members 
Entering Unmasked Estep 
Score: -10462273.000000 Penalty: 5658.372559
	Iteration 51Q: 3 clusters Score -1.046227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -10462271.000000 Penalty: 5658.372559
	Iteration 52Q: 3 clusters Score -1.046227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 88167 members 
Entering Unmasked Estep 
Score: -10462255.000000 Penalty: 5658.372559
	Iteration 53Q: 3 clusters Score -1.046226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -10462241.000000 Penalty: 5658.372559
	Iteration 54Q: 3 clusters Score -1.046224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 88178 members 
Entering Unmasked Estep 
Score: -10462242.000000 Penalty: 5658.372559
	Iteration 55Q: 3 clusters Score -1.046224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 88181 members 
Entering Unmasked Estep 
Score: -10462250.000000 Penalty: 5658.372559
	Iteration 56Q: 3 clusters Score -1.046225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -10462248.000000 Penalty: 5658.372559
	Iteration 57Q: 3 clusters Score -1.046225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
Score: -10462244.000000 Penalty: 5658.372559
	Iteration 58Q: 3 clusters Score -1.046224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 88186 members 
Entering Unmasked Estep 
Score: -10462247.000000 Penalty: 5658.372559
	Iteration 59Q: 3 clusters Score -1.046225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -10462253.000000 Penalty: 5658.372559
	Iteration 60F: 3 clusters Score -1.046225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 88191 members 
Entering Unmasked Estep 
Score: -10462253.000000 Penalty: 5658.372559
	Iteration 61Q: 3 clusters Score -1.046225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -10462251.000000 Penalty: 5658.372559
	Iteration 62Q: 3 clusters Score -1.046225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -10462251.000000 Penalty: 5658.372559
	Iteration 63F: 3 clusters Score -1.046225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -248302.843750 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -248302.8 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 1081 members 
Entering Unmasked Estep 
Score: -245591.312500 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -245591.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -246081.734375 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -246081.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -246203.093750 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -246203.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -246272.921875 Penalty: 3806.149170
	Iteration 3Q: 3 clusters Score -246272.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -246321.828125 Penalty: 3806.149170
	Iteration 4Q: 3 clusters Score -246321.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -246350.843750 Penalty: 3806.149170
	Iteration 5Q: 3 clusters Score -246350.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -246377.468750 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -246377.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -246397.562500 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -246397.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -246406.984375 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -246407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -246416.109375 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -246416.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -246421.359375 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -246421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -246425.875000 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -246425.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -246429.578125 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -246429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -246431.234375 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -246431.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -246434.750000 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -246434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -246436.796875 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -246436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -246438.328125 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -246438.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -246439.609375 Penalty: 3806.149170
	Iteration 17Q: 3 clusters Score -246439.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -246441.046875 Penalty: 3806.149170
	Iteration 18Q: 3 clusters Score -246441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -246443.968750 Penalty: 3806.149170
	Iteration 19Q: 3 clusters Score -246444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -246447.000000 Penalty: 3806.149170
	Iteration 20F: 3 clusters Score -246447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -246448.437500 Penalty: 3806.149170
	Iteration 21Q: 3 clusters Score -246448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -246450.937500 Penalty: 3806.149170
	Iteration 22Q: 3 clusters Score -246450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -246453.781250 Penalty: 3806.149170
	Iteration 23Q: 3 clusters Score -246453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -246454.921875 Penalty: 3806.149170
	Iteration 24Q: 3 clusters Score -246454.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -246455.218750 Penalty: 3806.149170
	Iteration 25Q: 3 clusters Score -246455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -246455.500000 Penalty: 3806.149170
	Iteration 26Q: 3 clusters Score -246455.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -246455.500000 Penalty: 3806.149170
	Iteration 27F: 3 clusters Score -246455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -70089.312500 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -70089.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -68618.132812 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -68618.13 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -69456.648438 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -69456.65 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -70162.937500 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -70162.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -70535.804688 Penalty: 3274.883545
	Iteration 3F: 3 clusters Score -70535.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -70643.437500 Penalty: 3274.883545
	Iteration 4Q: 3 clusters Score -70643.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -70729.632812 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -70729.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -70777.031250 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -70777.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -70822.093750 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -70822.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -70829.367188 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -70829.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -70829.367188 Penalty: 3274.883545
	Iteration 9F: 3 clusters Score -70829.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 331267 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11012 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20444 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36023 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 90040 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686312.000000 Penalty: 91179.304688
Splitting cluster 26 changes total score from -92687384.000000 to -92686312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -22942.414062 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -22942.41 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 127 members 
Entering Unmasked Estep 
Score: -21747.744141 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -21747.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21836.787109 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -21836.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21867.873047 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -21867.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21902.851562 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -21902.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21957.115234 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -21957.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21971.945312 Penalty: 2724.558594
	Iteration 5Q: 3 clusters Score -21971.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21986.275391 Penalty: 2724.558594
	Iteration 6Q: 3 clusters Score -21986.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21992.710938 Penalty: 2724.558594
	Iteration 7Q: 3 clusters Score -21992.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21992.710938 Penalty: 2724.558594
	Iteration 8F: 3 clusters Score -21992.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331267 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11012 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20444 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36023 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 90040 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687376.000000 Penalty: 87802.296875
Iteration 279Q: 27 clusters Score -9.268738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331267 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36023 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65563 members 
Mstep: Class 24 contains 90037 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687360.000000 Penalty: 87802.296875
Iteration 280F: 27 clusters Score -9.268736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331265 members 
Mstep: Class 4 contains 36431 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11012 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36023 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65566 members 
Mstep: Class 24 contains 90036 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687336.000000 Penalty: 87802.296875
Iteration 281Q: 27 clusters Score -9.268734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331264 members 
Mstep: Class 4 contains 36430 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 20452 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36023 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65566 members 
Mstep: Class 24 contains 90034 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687328.000000 Penalty: 87802.296875
Iteration 282Q: 27 clusters Score -9.268733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331259 members 
Mstep: Class 4 contains 36430 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11012 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20456 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36023 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65566 members 
Mstep: Class 24 contains 90033 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687368.000000 Penalty: 87802.296875
Iteration 283Q: 27 clusters Score -9.268737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331252 members 
Mstep: Class 4 contains 36430 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11012 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20463 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36023 members 
Mstep: Class 13 contains 65537 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65566 members 
Mstep: Class 24 contains 90033 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687344.000000 Penalty: 87802.296875
Iteration 284Q: 27 clusters Score -9.268734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331248 members 
Mstep: Class 4 contains 36430 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11012 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20470 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36022 members 
Mstep: Class 13 contains 65537 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 90031 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687304.000000 Penalty: 87802.296875
Iteration 285Q: 27 clusters Score -9.26873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331248 members 
Mstep: Class 4 contains 36430 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11012 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20476 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36019 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 90027 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687360.000000 Penalty: 87802.296875
Iteration 286Q: 27 clusters Score -9.268736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331247 members 
Mstep: Class 4 contains 36430 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11012 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20480 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36020 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 90024 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687352.000000 Penalty: 87802.296875
Iteration 287Q: 27 clusters Score -9.268735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331248 members 
Mstep: Class 4 contains 36430 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20481 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36022 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 90021 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687400.000000 Penalty: 87802.296875
Iteration 288Q: 27 clusters Score -9.26874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331249 members 
Mstep: Class 4 contains 36430 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36025 members 
Mstep: Class 13 contains 65539 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 90015 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687360.000000 Penalty: 87802.296875
Iteration 289Q: 27 clusters Score -9.268736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331249 members 
Mstep: Class 4 contains 36431 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36028 members 
Mstep: Class 13 contains 65539 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65566 members 
Mstep: Class 24 contains 90010 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687408.000000 Penalty: 87802.296875
Iteration 290Q: 27 clusters Score -9.268741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331248 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36030 members 
Mstep: Class 13 contains 65539 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65566 members 
Mstep: Class 24 contains 90007 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687416.000000 Penalty: 87802.296875
Iteration 291Q: 27 clusters Score -9.268742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331248 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 65539 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 90006 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687408.000000 Penalty: 87802.296875
Iteration 292Q: 27 clusters Score -9.268741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331250 members 
Mstep: Class 4 contains 36432 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36031 members 
Mstep: Class 13 contains 65539 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 90005 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687392.000000 Penalty: 87802.296875
Iteration 293Q: 27 clusters Score -9.268739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331251 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36031 members 
Mstep: Class 13 contains 65539 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 90003 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687352.000000 Penalty: 87802.296875
Iteration 294Q: 27 clusters Score -9.268735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331252 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 65539 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 90001 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687360.000000 Penalty: 87802.296875
Iteration 295Q: 27 clusters Score -9.268736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331253 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36031 members 
Mstep: Class 13 contains 65539 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 90001 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687376.000000 Penalty: 87802.296875
Iteration 296Q: 27 clusters Score -9.268738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331253 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 65539 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 90000 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687384.000000 Penalty: 87802.296875
Iteration 297Q: 27 clusters Score -9.268738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331255 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 65539 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 89998 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687384.000000 Penalty: 87802.296875
Iteration 298Q: 27 clusters Score -9.268738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331255 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16566 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 65539 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 89997 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687376.000000 Penalty: 87802.296875
Iteration 299Q: 27 clusters Score -9.268738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331257 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16566 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 65539 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 89995 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687328.000000 Penalty: 87802.296875
Iteration 300F: 27 clusters Score -9.268733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331258 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16566 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 65539 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 89994 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687352.000000 Penalty: 87802.296875
Iteration 301Q: 27 clusters Score -9.268735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331258 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16566 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 65540 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 89993 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687336.000000 Penalty: 87802.296875
Iteration 302Q: 27 clusters Score -9.268734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331259 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16566 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 65540 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 89992 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687336.000000 Penalty: 87802.296875
Iteration 303Q: 27 clusters Score -9.268734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 3 contains 331259 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16566 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 65540 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 89992 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92687336.000000 Penalty: 87802.296875
Iteration 304F: 27 clusters Score -9.268734e+07 nChanged 0
Entering ConstructFrom: 
Score: -92687336.000000 Penalty: 87802.296875
Entering ConstructFrom: 
Trying to split cluster 1 (27327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Entering Unmasked Estep 
Score: -3211554.000000 Penalty: 2533.476318
	Iteration 0F: 2 clusters Score -3211554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3192813.750000 Penalty: 5066.952637
	Iteration 0F: 3 clusters Score -3192814 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3199271.750000 Penalty: 5066.952637
	Iteration 1F: 3 clusters Score -3199272 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3199786.250000 Penalty: 5066.952637
	Iteration 2Q: 3 clusters Score -3199786 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3200222.750000 Penalty: 5066.952637
	Iteration 3Q: 3 clusters Score -3200223 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3200628.750000 Penalty: 5066.952637
	Iteration 4Q: 3 clusters Score -3200629 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3201047.500000 Penalty: 5066.952637
	Iteration 5Q: 3 clusters Score -3201048 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3201469.000000 Penalty: 5066.952637
	Iteration 6Q: 3 clusters Score -3201469 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3201969.000000 Penalty: 5066.952637
	Iteration 7Q: 3 clusters Score -3201969 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3202611.500000 Penalty: 5066.952637
	Iteration 8Q: 3 clusters Score -3202612 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3203389.000000 Penalty: 5066.952637
	Iteration 9Q: 3 clusters Score -3203389 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3204336.000000 Penalty: 5066.952637
	Iteration 10F: 3 clusters Score -3204336 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -3205326.250000 Penalty: 5066.952637
	Iteration 11F: 3 clusters Score -3205326 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3205977.250000 Penalty: 5066.952637
	Iteration 12Q: 3 clusters Score -3205977 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3206311.000000 Penalty: 5066.952637
	Iteration 13Q: 3 clusters Score -3206311 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3206459.250000 Penalty: 5066.952637
	Iteration 14Q: 3 clusters Score -3206459 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3206538.750000 Penalty: 5066.952637
	Iteration 15Q: 3 clusters Score -3206539 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3206608.000000 Penalty: 5066.952637
	Iteration 16Q: 3 clusters Score -3206608 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3206675.000000 Penalty: 5066.952637
	Iteration 17Q: 3 clusters Score -3206675 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3206709.250000 Penalty: 5066.952637
	Iteration 18Q: 3 clusters Score -3206709 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3206774.750000 Penalty: 5066.952637
	Iteration 19Q: 3 clusters Score -3206775 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3206809.250000 Penalty: 5066.952637
	Iteration 20F: 3 clusters Score -3206809 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -3206853.500000 Penalty: 5066.952637
	Iteration 21Q: 3 clusters Score -3206854 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3206889.500000 Penalty: 5066.952637
	Iteration 22Q: 3 clusters Score -3206890 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3206951.500000 Penalty: 5066.952637
	Iteration 23Q: 3 clusters Score -3206952 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3206993.000000 Penalty: 5066.952637
	Iteration 24Q: 3 clusters Score -3206993 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3207052.250000 Penalty: 5066.952637
	Iteration 25Q: 3 clusters Score -3207052 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3207096.750000 Penalty: 5066.952637
	Iteration 26Q: 3 clusters Score -3207097 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -3207171.500000 Penalty: 5066.952637
	Iteration 27Q: 3 clusters Score -3207172 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3207251.000000 Penalty: 5066.952637
	Iteration 28Q: 3 clusters Score -3207251 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3207313.000000 Penalty: 5066.952637
	Iteration 29Q: 3 clusters Score -3207313 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3207380.000000 Penalty: 5066.952637
	Iteration 30Q: 3 clusters Score -3207380 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -3207431.500000 Penalty: 5066.952637
	Iteration 31Q: 3 clusters Score -3207432 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3207495.000000 Penalty: 5066.952637
	Iteration 32Q: 3 clusters Score -3207495 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3207588.250000 Penalty: 5066.952637
	Iteration 33Q: 3 clusters Score -3207588 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3207645.250000 Penalty: 5066.952637
	Iteration 34Q: 3 clusters Score -3207645 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3207716.500000 Penalty: 5066.952637
	Iteration 35Q: 3 clusters Score -3207716 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3207789.500000 Penalty: 5066.952637
	Iteration 36Q: 3 clusters Score -3207790 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3207854.750000 Penalty: 5066.952637
	Iteration 37Q: 3 clusters Score -3207855 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3207940.000000 Penalty: 5066.952637
	Iteration 38Q: 3 clusters Score -3207940 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3208003.500000 Penalty: 5066.952637
	Iteration 39Q: 3 clusters Score -3208004 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3208071.500000 Penalty: 5066.952637
	Iteration 40F: 3 clusters Score -3208072 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3208141.750000 Penalty: 5066.952637
	Iteration 41Q: 3 clusters Score -3208142 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3208198.750000 Penalty: 5066.952637
	Iteration 42Q: 3 clusters Score -3208199 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3208262.000000 Penalty: 5066.952637
	Iteration 43Q: 3 clusters Score -3208262 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -3208302.250000 Penalty: 5066.952637
	Iteration 44Q: 3 clusters Score -3208302 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3208355.500000 Penalty: 5066.952637
	Iteration 45Q: 3 clusters Score -3208356 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -3208403.000000 Penalty: 5066.952637
	Iteration 46Q: 3 clusters Score -3208403 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3208451.750000 Penalty: 5066.952637
	Iteration 47Q: 3 clusters Score -3208452 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3208505.750000 Penalty: 5066.952637
	Iteration 48Q: 3 clusters Score -3208506 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3208536.250000 Penalty: 5066.952637
	Iteration 49Q: 3 clusters Score -3208536 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3208585.750000 Penalty: 5066.952637
	Iteration 50Q: 3 clusters Score -3208586 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3208626.000000 Penalty: 5066.952637
	Iteration 51Q: 3 clusters Score -3208626 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3208688.250000 Penalty: 5066.952637
	Iteration 52Q: 3 clusters Score -3208688 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3208728.250000 Penalty: 5066.952637
	Iteration 53Q: 3 clusters Score -3208728 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3208775.750000 Penalty: 5066.952637
	Iteration 54Q: 3 clusters Score -3208776 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3208820.500000 Penalty: 5066.952637
	Iteration 55Q: 3 clusters Score -3208820 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3208853.000000 Penalty: 5066.952637
	Iteration 56Q: 3 clusters Score -3208853 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3208895.500000 Penalty: 5066.952637
	Iteration 57Q: 3 clusters Score -3208896 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3208931.250000 Penalty: 5066.952637
	Iteration 58Q: 3 clusters Score -3208931 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3208959.000000 Penalty: 5066.952637
	Iteration 59Q: 3 clusters Score -3208959 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3208996.500000 Penalty: 5066.952637
	Iteration 60F: 3 clusters Score -3208996 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3209031.000000 Penalty: 5066.952637
	Iteration 61Q: 3 clusters Score -3209031 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3209056.500000 Penalty: 5066.952637
	Iteration 62Q: 3 clusters Score -3209056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3209066.750000 Penalty: 5066.952637
	Iteration 63Q: 3 clusters Score -3209067 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3209100.000000 Penalty: 5066.952637
	Iteration 64Q: 3 clusters Score -3209100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3209121.500000 Penalty: 5066.952637
	Iteration 65Q: 3 clusters Score -3209122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3209131.000000 Penalty: 5066.952637
	Iteration 66Q: 3 clusters Score -3209131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3209149.000000 Penalty: 5066.952637
	Iteration 67Q: 3 clusters Score -3209149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3209164.250000 Penalty: 5066.952637
	Iteration 68Q: 3 clusters Score -3209164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3209187.250000 Penalty: 5066.952637
	Iteration 69Q: 3 clusters Score -3209187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3209204.250000 Penalty: 5066.952637
	Iteration 70Q: 3 clusters Score -3209204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3209224.250000 Penalty: 5066.952637
	Iteration 71Q: 3 clusters Score -3209224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3209234.750000 Penalty: 5066.952637
	Iteration 72Q: 3 clusters Score -3209235 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3209255.250000 Penalty: 5066.952637
	Iteration 73Q: 3 clusters Score -3209255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3209266.750000 Penalty: 5066.952637
	Iteration 74Q: 3 clusters Score -3209267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3209267.750000 Penalty: 5066.952637
	Iteration 75Q: 3 clusters Score -3209268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3209277.500000 Penalty: 5066.952637
	Iteration 76Q: 3 clusters Score -3209278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3209291.500000 Penalty: 5066.952637
	Iteration 77Q: 3 clusters Score -3209292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3209306.000000 Penalty: 5066.952637
	Iteration 78Q: 3 clusters Score -3209306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3209311.750000 Penalty: 5066.952637
	Iteration 79Q: 3 clusters Score -3209312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3209317.000000 Penalty: 5066.952637
	Iteration 80F: 3 clusters Score -3209317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3209321.000000 Penalty: 5066.952637
	Iteration 81Q: 3 clusters Score -3209321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3209327.500000 Penalty: 5066.952637
	Iteration 82Q: 3 clusters Score -3209328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3209326.500000 Penalty: 5066.952637
	Iteration 83Q: 3 clusters Score -3209326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3209335.750000 Penalty: 5066.952637
	Iteration 84Q: 3 clusters Score -3209336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3209340.750000 Penalty: 5066.952637
	Iteration 85Q: 3 clusters Score -3209341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3209347.000000 Penalty: 5066.952637
	Iteration 86Q: 3 clusters Score -3209347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3209359.000000 Penalty: 5066.952637
	Iteration 87Q: 3 clusters Score -3209359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3209361.500000 Penalty: 5066.952637
	Iteration 88Q: 3 clusters Score -3209362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3209361.500000 Penalty: 5066.952637
	Iteration 89Q: 3 clusters Score -3209362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3209361.250000 Penalty: 5066.952637
	Iteration 90Q: 3 clusters Score -3209361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3209368.500000 Penalty: 5066.952637
	Iteration 91Q: 3 clusters Score -3209368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3209364.750000 Penalty: 5066.952637
	Iteration 92Q: 3 clusters Score -3209365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3209368.000000 Penalty: 5066.952637
	Iteration 93Q: 3 clusters Score -3209368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3209365.000000 Penalty: 5066.952637
	Iteration 94Q: 3 clusters Score -3209365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3209371.250000 Penalty: 5066.952637
	Iteration 95Q: 3 clusters Score -3209371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3209366.500000 Penalty: 5066.952637
	Iteration 96Q: 3 clusters Score -3209366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3209370.500000 Penalty: 5066.952637
	Iteration 97Q: 3 clusters Score -3209370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3209373.750000 Penalty: 5066.952637
	Iteration 98Q: 3 clusters Score -3209374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3209380.250000 Penalty: 5066.952637
	Iteration 99Q: 3 clusters Score -3209380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3209374.000000 Penalty: 5066.952637
	Iteration 100F: 3 clusters Score -3209374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3209376.750000 Penalty: 5066.952637
	Iteration 101Q: 3 clusters Score -3209377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3209378.750000 Penalty: 5066.952637
	Iteration 102Q: 3 clusters Score -3209379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3209376.000000 Penalty: 5066.952637
	Iteration 103Q: 3 clusters Score -3209376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3209378.000000 Penalty: 5066.952637
	Iteration 104Q: 3 clusters Score -3209378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3209376.000000 Penalty: 5066.952637
	Iteration 105Q: 3 clusters Score -3209376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3209377.000000 Penalty: 5066.952637
	Iteration 106Q: 3 clusters Score -3209377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3209377.750000 Penalty: 5066.952637
	Iteration 107Q: 3 clusters Score -3209378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3209384.000000 Penalty: 5066.952637
	Iteration 108Q: 3 clusters Score -3209384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3209382.250000 Penalty: 5066.952637
	Iteration 109Q: 3 clusters Score -3209382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3209384.750000 Penalty: 5066.952637
	Iteration 110Q: 3 clusters Score -3209385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3209382.000000 Penalty: 5066.952637
	Iteration 111Q: 3 clusters Score -3209382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3209387.000000 Penalty: 5066.952637
	Iteration 112Q: 3 clusters Score -3209387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3209383.250000 Penalty: 5066.952637
	Iteration 113Q: 3 clusters Score -3209383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3209385.500000 Penalty: 5066.952637
	Iteration 114Q: 3 clusters Score -3209386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3209388.750000 Penalty: 5066.952637
	Iteration 115Q: 3 clusters Score -3209389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3209388.750000 Penalty: 5066.952637
	Iteration 116F: 3 clusters Score -3209389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (331259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331259 members 
Entering Unmasked Estep 
Score: -37938268.000000 Penalty: 3152.242676
	Iteration 0F: 2 clusters Score -3.793827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165365 members 
Mstep: Class 2 contains 165894 members 
Entering Unmasked Estep 
Score: -37755820.000000 Penalty: 6304.485352
	Iteration 0F: 3 clusters Score -3.775582e+07 nChanged 160446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159571 members 
Mstep: Class 2 contains 171688 members 
Entering Unmasked Estep 
Score: -37852312.000000 Penalty: 6304.485352
	Iteration 1F: 3 clusters Score -3.785231e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156598 members 
Mstep: Class 2 contains 174661 members 
Entering Unmasked Estep 
Score: -37853876.000000 Penalty: 6304.485352
	Iteration 2Q: 3 clusters Score -3.785388e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151808 members 
Mstep: Class 2 contains 179451 members 
Entering Unmasked Estep 
Score: -37856772.000000 Penalty: 6304.485352
	Iteration 3Q: 3 clusters Score -3.785677e+07 nChanged 12219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144485 members 
Mstep: Class 2 contains 186774 members 
Entering Unmasked Estep 
Score: -37860840.000000 Penalty: 6304.485352
	Iteration 4Q: 3 clusters Score -3.786084e+07 nChanged 15016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133709 members 
Mstep: Class 2 contains 197550 members 
Entering Unmasked Estep 
Score: -37866852.000000 Penalty: 6304.485352
	Iteration 5Q: 3 clusters Score -3.786685e+07 nChanged 18389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118666 members 
Mstep: Class 2 contains 212593 members 
Entering Unmasked Estep 
Score: -37875560.000000 Penalty: 6304.485352
	Iteration 6F: 3 clusters Score -3.787556e+07 nChanged 21191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 231622 members 
Entering Unmasked Estep 
Score: -37887848.000000 Penalty: 6304.485352
	Iteration 7F: 3 clusters Score -3.788785e+07 nChanged 22701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 253237 members 
Entering Unmasked Estep 
Score: -37902796.000000 Penalty: 6304.485352
	Iteration 8F: 3 clusters Score -3.79028e+07 nChanged 22183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 275006 members 
Entering Unmasked Estep 
Score: -37919440.000000 Penalty: 6304.485352
	Iteration 9F: 3 clusters Score -3.791944e+07 nChanged 19200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 294114 members 
Entering Unmasked Estep 
Score: -37933876.000000 Penalty: 6304.485352
	Iteration 10F: 3 clusters Score -3.793388e+07 nChanged 14910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 308992 members 
Entering Unmasked Estep 
Score: -37940308.000000 Penalty: 6304.485352
	Iteration 11Q: 3 clusters Score -3.794031e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 319574 members 
Entering Unmasked Estep 
Score: -37940016.000000 Penalty: 6304.485352
	Iteration 12Q: 3 clusters Score -3.794002e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 325908 members 
Entering Unmasked Estep 
Score: -37937608.000000 Penalty: 6304.485352
	Iteration 13Q: 3 clusters Score -3.793761e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 329010 members 
Entering Unmasked Estep 
Score: -37936596.000000 Penalty: 6304.485352
	Iteration 14Q: 3 clusters Score -3.79366e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 330182 members 
Entering Unmasked Estep 
Score: -37936128.000000 Penalty: 6304.485352
	Iteration 15Q: 3 clusters Score -3.793613e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 330624 members 
Entering Unmasked Estep 
Score: -37936024.000000 Penalty: 6304.485352
	Iteration 16Q: 3 clusters Score -3.793602e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 330783 members 
Entering Unmasked Estep 
Score: -37936020.000000 Penalty: 6304.485352
	Iteration 17Q: 3 clusters Score -3.793602e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 330861 members 
Entering Unmasked Estep 
Score: -37935968.000000 Penalty: 6304.485352
	Iteration 18Q: 3 clusters Score -3.793597e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 330889 members 
Entering Unmasked Estep 
Score: -37935952.000000 Penalty: 6304.485352
	Iteration 19Q: 3 clusters Score -3.793595e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 330911 members 
Entering Unmasked Estep 
Score: -37935956.000000 Penalty: 6304.485352
	Iteration 20F: 3 clusters Score -3.793596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 330919 members 
Entering Unmasked Estep 
Score: -37936004.000000 Penalty: 6304.485352
	Iteration 21Q: 3 clusters Score -3.7936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 330926 members 
Entering Unmasked Estep 
Score: -37935996.000000 Penalty: 6304.485352
	Iteration 22Q: 3 clusters Score -3.7936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 330930 members 
Entering Unmasked Estep 
Score: -37936008.000000 Penalty: 6304.485352
	Iteration 23Q: 3 clusters Score -3.793601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 330934 members 
Entering Unmasked Estep 
Score: -37936040.000000 Penalty: 6304.485352
	Iteration 24Q: 3 clusters Score -3.793604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 330938 members 
Entering Unmasked Estep 
Score: -37936024.000000 Penalty: 6304.485352
	Iteration 25Q: 3 clusters Score -3.793602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 330940 members 
Entering Unmasked Estep 
Score: -37936028.000000 Penalty: 6304.485352
	Iteration 26Q: 3 clusters Score -3.793603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 330942 members 
Entering Unmasked Estep 
Score: -37936012.000000 Penalty: 6304.485352
	Iteration 27Q: 3 clusters Score -3.793601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 330942 members 
Entering Unmasked Estep 
Score: -37936020.000000 Penalty: 6304.485352
	Iteration 28Q: 3 clusters Score -3.793602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 330943 members 
Entering Unmasked Estep 
Score: -37936016.000000 Penalty: 6304.485352
	Iteration 29Q: 3 clusters Score -3.793602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 330946 members 
Entering Unmasked Estep 
Score: -37936012.000000 Penalty: 6304.485352
	Iteration 30Q: 3 clusters Score -3.793601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 330949 members 
Entering Unmasked Estep 
Score: -37936000.000000 Penalty: 6304.485352
	Iteration 31Q: 3 clusters Score -3.7936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 330951 members 
Entering Unmasked Estep 
Score: -37935996.000000 Penalty: 6304.485352
	Iteration 32Q: 3 clusters Score -3.7936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 330952 members 
Entering Unmasked Estep 
Score: -37935992.000000 Penalty: 6304.485352
	Iteration 33Q: 3 clusters Score -3.793599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 330953 members 
Entering Unmasked Estep 
Score: -37935992.000000 Penalty: 6304.485352
	Iteration 34Q: 3 clusters Score -3.793599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 330951 members 
Entering Unmasked Estep 
Score: -37936000.000000 Penalty: 6304.485352
	Iteration 35Q: 3 clusters Score -3.7936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 330953 members 
Entering Unmasked Estep 
Score: -37936012.000000 Penalty: 6304.485352
	Iteration 36Q: 3 clusters Score -3.793601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 330954 members 
Entering Unmasked Estep 
Score: -37936000.000000 Penalty: 6304.485352
	Iteration 37Q: 3 clusters Score -3.7936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 330954 members 
Entering Unmasked Estep 
Score: -37936000.000000 Penalty: 6304.485352
	Iteration 38F: 3 clusters Score -3.7936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Entering Unmasked Estep 
Score: -4283699.500000 Penalty: 2604.801025
	Iteration 0F: 2 clusters Score -4283700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -4258856.000000 Penalty: 5209.602051
	Iteration 0F: 3 clusters Score -4258856 nChanged 16646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -4267891.000000 Penalty: 5209.602051
	Iteration 1F: 3 clusters Score -4267891 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4268344.500000 Penalty: 5209.602051
	Iteration 2Q: 3 clusters Score -4268344 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -4268756.000000 Penalty: 5209.602051
	Iteration 3Q: 3 clusters Score -4268756 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -4269178.500000 Penalty: 5209.602051
	Iteration 4Q: 3 clusters Score -4269178 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4269671.500000 Penalty: 5209.602051
	Iteration 5Q: 3 clusters Score -4269672 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -4270248.500000 Penalty: 5209.602051
	Iteration 6Q: 3 clusters Score -4270248 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -4271093.500000 Penalty: 5209.602051
	Iteration 7Q: 3 clusters Score -4271094 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -4272253.500000 Penalty: 5209.602051
	Iteration 8F: 3 clusters Score -4272254 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -4273833.000000 Penalty: 5209.602051
	Iteration 9F: 3 clusters Score -4273833 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -4275742.000000 Penalty: 5209.602051
	Iteration 10F: 3 clusters Score -4275742 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -4277528.500000 Penalty: 5209.602051
	Iteration 11F: 3 clusters Score -4277528 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -4278793.500000 Penalty: 5209.602051
	Iteration 12Q: 3 clusters Score -4278794 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4279657.500000 Penalty: 5209.602051
	Iteration 13Q: 3 clusters Score -4279658 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -4280231.000000 Penalty: 5209.602051
	Iteration 14Q: 3 clusters Score -4280231 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4280638.500000 Penalty: 5209.602051
	Iteration 15Q: 3 clusters Score -4280638 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -4280917.500000 Penalty: 5209.602051
	Iteration 16Q: 3 clusters Score -4280918 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4281143.000000 Penalty: 5209.602051
	Iteration 17Q: 3 clusters Score -4281143 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -4281293.000000 Penalty: 5209.602051
	Iteration 18Q: 3 clusters Score -4281293 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -4281411.500000 Penalty: 5209.602051
	Iteration 19Q: 3 clusters Score -4281412 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4281523.000000 Penalty: 5209.602051
	Iteration 20F: 3 clusters Score -4281523 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -4281595.500000 Penalty: 5209.602051
	Iteration 21Q: 3 clusters Score -4281596 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4281678.000000 Penalty: 5209.602051
	Iteration 22Q: 3 clusters Score -4281678 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -4281709.500000 Penalty: 5209.602051
	Iteration 23Q: 3 clusters Score -4281710 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -4281731.000000 Penalty: 5209.602051
	Iteration 24Q: 3 clusters Score -4281731 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -4281771.500000 Penalty: 5209.602051
	Iteration 25Q: 3 clusters Score -4281772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -4281800.500000 Penalty: 5209.602051
	Iteration 26Q: 3 clusters Score -4281800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -4281825.000000 Penalty: 5209.602051
	Iteration 27Q: 3 clusters Score -4281825 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -4281835.500000 Penalty: 5209.602051
	Iteration 28Q: 3 clusters Score -4281836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -4281861.000000 Penalty: 5209.602051
	Iteration 29Q: 3 clusters Score -4281861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -4281866.500000 Penalty: 5209.602051
	Iteration 30Q: 3 clusters Score -4281866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -4281879.000000 Penalty: 5209.602051
	Iteration 31Q: 3 clusters Score -4281879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -4281888.500000 Penalty: 5209.602051
	Iteration 32Q: 3 clusters Score -4281888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -4281884.000000 Penalty: 5209.602051
	Iteration 33Q: 3 clusters Score -4281884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -4281890.000000 Penalty: 5209.602051
	Iteration 34Q: 3 clusters Score -4281890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -4281896.000000 Penalty: 5209.602051
	Iteration 35Q: 3 clusters Score -4281896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -4281900.000000 Penalty: 5209.602051
	Iteration 36Q: 3 clusters Score -4281900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -4281903.500000 Penalty: 5209.602051
	Iteration 37Q: 3 clusters Score -4281904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -4281907.000000 Penalty: 5209.602051
	Iteration 38Q: 3 clusters Score -4281907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4281910.500000 Penalty: 5209.602051
	Iteration 39Q: 3 clusters Score -4281910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -4281909.000000 Penalty: 5209.602051
	Iteration 40F: 3 clusters Score -4281909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -4281911.500000 Penalty: 5209.602051
	Iteration 41Q: 3 clusters Score -4281912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -4281912.500000 Penalty: 5209.602051
	Iteration 42Q: 3 clusters Score -4281912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -4281911.000000 Penalty: 5209.602051
	Iteration 43Q: 3 clusters Score -4281911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -4281911.000000 Penalty: 5209.602051
	Iteration 44F: 3 clusters Score -4281911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -202104.718750 Penalty: 1884.154297
	Iteration 0F: 2 clusters Score -202104.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -199447.875000 Penalty: 3768.308594
	Iteration 0F: 3 clusters Score -199447.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -199945.468750 Penalty: 3768.308594
	Iteration 1F: 3 clusters Score -199945.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -200070.593750 Penalty: 3768.308594
	Iteration 2F: 3 clusters Score -200070.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -200148.578125 Penalty: 3768.308594
	Iteration 3Q: 3 clusters Score -200148.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -200195.218750 Penalty: 3768.308594
	Iteration 4Q: 3 clusters Score -200195.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -200220.812500 Penalty: 3768.308594
	Iteration 5Q: 3 clusters Score -200220.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -200240.093750 Penalty: 3768.308594
	Iteration 6Q: 3 clusters Score -200240.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -200253.265625 Penalty: 3768.308594
	Iteration 7Q: 3 clusters Score -200253.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -200267.390625 Penalty: 3768.308594
	Iteration 8Q: 3 clusters Score -200267.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -200281.062500 Penalty: 3768.308594
	Iteration 9Q: 3 clusters Score -200281.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -200296.890625 Penalty: 3768.308594
	Iteration 10Q: 3 clusters Score -200296.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -200313.468750 Penalty: 3768.308594
	Iteration 11Q: 3 clusters Score -200313.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -200332.484375 Penalty: 3768.308594
	Iteration 12Q: 3 clusters Score -200332.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -200351.203125 Penalty: 3768.308594
	Iteration 13Q: 3 clusters Score -200351.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -200368.875000 Penalty: 3768.308594
	Iteration 14Q: 3 clusters Score -200368.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -200380.984375 Penalty: 3768.308594
	Iteration 15Q: 3 clusters Score -200381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -200397.265625 Penalty: 3768.308594
	Iteration 16Q: 3 clusters Score -200397.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -200408.296875 Penalty: 3768.308594
	Iteration 17Q: 3 clusters Score -200408.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -200415.468750 Penalty: 3768.308594
	Iteration 18Q: 3 clusters Score -200415.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -200423.515625 Penalty: 3768.308594
	Iteration 19Q: 3 clusters Score -200423.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -200430.359375 Penalty: 3768.308594
	Iteration 20F: 3 clusters Score -200430.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -200435.984375 Penalty: 3768.308594
	Iteration 21Q: 3 clusters Score -200436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -200443.015625 Penalty: 3768.308594
	Iteration 22Q: 3 clusters Score -200443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -200446.359375 Penalty: 3768.308594
	Iteration 23Q: 3 clusters Score -200446.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -200450.156250 Penalty: 3768.308594
	Iteration 24Q: 3 clusters Score -200450.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -200451.031250 Penalty: 3768.308594
	Iteration 25Q: 3 clusters Score -200451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -200451.578125 Penalty: 3768.308594
	Iteration 26Q: 3 clusters Score -200451.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -200451.734375 Penalty: 3768.308594
	Iteration 27Q: 3 clusters Score -200451.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -200451.734375 Penalty: 3768.308594
	Iteration 28F: 3 clusters Score -200451.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Entering Unmasked Estep 
Score: -1293338.000000 Penalty: 2308.049316
	Iteration 0F: 2 clusters Score -1293338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1285043.500000 Penalty: 4616.098633
	Iteration 0F: 3 clusters Score -1285044 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1287480.000000 Penalty: 4616.098633
	Iteration 1F: 3 clusters Score -1287480 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1287708.750000 Penalty: 4616.098633
	Iteration 2F: 3 clusters Score -1287709 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1287870.750000 Penalty: 4616.098633
	Iteration 3Q: 3 clusters Score -1287871 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1288002.625000 Penalty: 4616.098633
	Iteration 4Q: 3 clusters Score -1288003 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1288126.000000 Penalty: 4616.098633
	Iteration 5Q: 3 clusters Score -1288126 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1288242.750000 Penalty: 4616.098633
	Iteration 6Q: 3 clusters Score -1288243 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1288377.625000 Penalty: 4616.098633
	Iteration 7Q: 3 clusters Score -1288378 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1288532.750000 Penalty: 4616.098633
	Iteration 8Q: 3 clusters Score -1288533 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1288743.875000 Penalty: 4616.098633
	Iteration 9Q: 3 clusters Score -1288744 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1288988.750000 Penalty: 4616.098633
	Iteration 10Q: 3 clusters Score -1288989 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1289310.875000 Penalty: 4616.098633
	Iteration 11Q: 3 clusters Score -1289311 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1289684.000000 Penalty: 4616.098633
	Iteration 12Q: 3 clusters Score -1289684 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1290049.875000 Penalty: 4616.098633
	Iteration 13Q: 3 clusters Score -1290050 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1290399.750000 Penalty: 4616.098633
	Iteration 14Q: 3 clusters Score -1290400 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1290719.250000 Penalty: 4616.098633
	Iteration 15Q: 3 clusters Score -1290719 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1291011.500000 Penalty: 4616.098633
	Iteration 16Q: 3 clusters Score -1291012 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1291200.125000 Penalty: 4616.098633
	Iteration 17Q: 3 clusters Score -1291200 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1291292.875000 Penalty: 4616.098633
	Iteration 18Q: 3 clusters Score -1291293 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1291355.750000 Penalty: 4616.098633
	Iteration 19Q: 3 clusters Score -1291356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1291392.375000 Penalty: 4616.098633
	Iteration 20F: 3 clusters Score -1291392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1291417.125000 Penalty: 4616.098633
	Iteration 21Q: 3 clusters Score -1291417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1291431.500000 Penalty: 4616.098633
	Iteration 22Q: 3 clusters Score -1291432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1291438.000000 Penalty: 4616.098633
	Iteration 23Q: 3 clusters Score -1291438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1291445.125000 Penalty: 4616.098633
	Iteration 24Q: 3 clusters Score -1291445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1291446.250000 Penalty: 4616.098633
	Iteration 25Q: 3 clusters Score -1291446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1291447.625000 Penalty: 4616.098633
	Iteration 26Q: 3 clusters Score -1291448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1291447.875000 Penalty: 4616.098633
	Iteration 27Q: 3 clusters Score -1291448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1291448.500000 Penalty: 4616.098633
	Iteration 28Q: 3 clusters Score -1291448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1291451.750000 Penalty: 4616.098633
	Iteration 29Q: 3 clusters Score -1291452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1291453.000000 Penalty: 4616.098633
	Iteration 30Q: 3 clusters Score -1291453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1291454.500000 Penalty: 4616.098633
	Iteration 31Q: 3 clusters Score -1291454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1291457.250000 Penalty: 4616.098633
	Iteration 32Q: 3 clusters Score -1291457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1291456.375000 Penalty: 4616.098633
	Iteration 33Q: 3 clusters Score -1291456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1291456.375000 Penalty: 4616.098633
	Iteration 34F: 3 clusters Score -1291456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Entering Unmasked Estep 
Score: -1410016.000000 Penalty: 2350.201660
	Iteration 0F: 2 clusters Score -1410016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1400372.875000 Penalty: 4700.403320
	Iteration 0F: 3 clusters Score -1400373 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1403303.375000 Penalty: 4700.403320
	Iteration 1F: 3 clusters Score -1403303 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1403641.750000 Penalty: 4700.403320
	Iteration 2F: 3 clusters Score -1403642 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1403954.375000 Penalty: 4700.403320
	Iteration 3Q: 3 clusters Score -1403954 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1404296.375000 Penalty: 4700.403320
	Iteration 4Q: 3 clusters Score -1404296 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1404667.250000 Penalty: 4700.403320
	Iteration 5Q: 3 clusters Score -1404667 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1405079.750000 Penalty: 4700.403320
	Iteration 6F: 3 clusters Score -1405080 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1405565.500000 Penalty: 4700.403320
	Iteration 7F: 3 clusters Score -1405566 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1406051.500000 Penalty: 4700.403320
	Iteration 8Q: 3 clusters Score -1406052 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1406530.250000 Penalty: 4700.403320
	Iteration 9Q: 3 clusters Score -1406530 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1406952.375000 Penalty: 4700.403320
	Iteration 10Q: 3 clusters Score -1406952 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1407275.250000 Penalty: 4700.403320
	Iteration 11Q: 3 clusters Score -1407275 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1407514.250000 Penalty: 4700.403320
	Iteration 12Q: 3 clusters Score -1407514 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1407674.125000 Penalty: 4700.403320
	Iteration 13Q: 3 clusters Score -1407674 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1407778.125000 Penalty: 4700.403320
	Iteration 14Q: 3 clusters Score -1407778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1407862.375000 Penalty: 4700.403320
	Iteration 15Q: 3 clusters Score -1407862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1407910.000000 Penalty: 4700.403320
	Iteration 16Q: 3 clusters Score -1407910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1407947.625000 Penalty: 4700.403320
	Iteration 17Q: 3 clusters Score -1407948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1407978.000000 Penalty: 4700.403320
	Iteration 18Q: 3 clusters Score -1407978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1407998.000000 Penalty: 4700.403320
	Iteration 19Q: 3 clusters Score -1407998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1408015.750000 Penalty: 4700.403320
	Iteration 20F: 3 clusters Score -1408016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1408026.375000 Penalty: 4700.403320
	Iteration 21Q: 3 clusters Score -1408026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1408035.750000 Penalty: 4700.403320
	Iteration 22Q: 3 clusters Score -1408036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1408046.625000 Penalty: 4700.403320
	Iteration 23Q: 3 clusters Score -1408047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1408058.375000 Penalty: 4700.403320
	Iteration 24Q: 3 clusters Score -1408058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1408066.125000 Penalty: 4700.403320
	Iteration 25Q: 3 clusters Score -1408066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1408077.125000 Penalty: 4700.403320
	Iteration 26Q: 3 clusters Score -1408077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1408085.250000 Penalty: 4700.403320
	Iteration 27Q: 3 clusters Score -1408085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1408090.750000 Penalty: 4700.403320
	Iteration 28Q: 3 clusters Score -1408091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1408091.875000 Penalty: 4700.403320
	Iteration 29Q: 3 clusters Score -1408092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1408091.625000 Penalty: 4700.403320
	Iteration 30Q: 3 clusters Score -1408092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1408091.625000 Penalty: 4700.403320
	Iteration 31F: 3 clusters Score -1408092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Entering Unmasked Estep 
Score: -2407345.500000 Penalty: 2461.970703
	Iteration 0F: 2 clusters Score -2407346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2393002.250000 Penalty: 4923.941406
	Iteration 0F: 3 clusters Score -2393002 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2397845.500000 Penalty: 4923.941406
	Iteration 1F: 3 clusters Score -2397846 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2398164.250000 Penalty: 4923.941406
	Iteration 2Q: 3 clusters Score -2398164 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2398385.750000 Penalty: 4923.941406
	Iteration 3Q: 3 clusters Score -2398386 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2398578.750000 Penalty: 4923.941406
	Iteration 4Q: 3 clusters Score -2398579 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2398756.500000 Penalty: 4923.941406
	Iteration 5Q: 3 clusters Score -2398756 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2398901.500000 Penalty: 4923.941406
	Iteration 6Q: 3 clusters Score -2398902 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2399040.750000 Penalty: 4923.941406
	Iteration 7Q: 3 clusters Score -2399041 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2399195.500000 Penalty: 4923.941406
	Iteration 8Q: 3 clusters Score -2399196 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2399358.250000 Penalty: 4923.941406
	Iteration 9Q: 3 clusters Score -2399358 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2399552.000000 Penalty: 4923.941406
	Iteration 10Q: 3 clusters Score -2399552 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2399809.750000 Penalty: 4923.941406
	Iteration 11Q: 3 clusters Score -2399810 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2400174.750000 Penalty: 4923.941406
	Iteration 12Q: 3 clusters Score -2400175 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2400612.500000 Penalty: 4923.941406
	Iteration 13Q: 3 clusters Score -2400612 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2401161.250000 Penalty: 4923.941406
	Iteration 14Q: 3 clusters Score -2401161 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2401780.250000 Penalty: 4923.941406
	Iteration 15Q: 3 clusters Score -2401780 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2402345.000000 Penalty: 4923.941406
	Iteration 16Q: 3 clusters Score -2402345 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2402795.500000 Penalty: 4923.941406
	Iteration 17Q: 3 clusters Score -2402796 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2403142.500000 Penalty: 4923.941406
	Iteration 18Q: 3 clusters Score -2403142 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2403399.750000 Penalty: 4923.941406
	Iteration 19Q: 3 clusters Score -2403400 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2403608.750000 Penalty: 4923.941406
	Iteration 20F: 3 clusters Score -2403609 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2403767.000000 Penalty: 4923.941406
	Iteration 21Q: 3 clusters Score -2403767 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2403905.750000 Penalty: 4923.941406
	Iteration 22Q: 3 clusters Score -2403906 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2404025.250000 Penalty: 4923.941406
	Iteration 23Q: 3 clusters Score -2404025 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2404134.500000 Penalty: 4923.941406
	Iteration 24Q: 3 clusters Score -2404134 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2404232.750000 Penalty: 4923.941406
	Iteration 25Q: 3 clusters Score -2404233 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2404342.250000 Penalty: 4923.941406
	Iteration 26Q: 3 clusters Score -2404342 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2404415.750000 Penalty: 4923.941406
	Iteration 27Q: 3 clusters Score -2404416 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2404495.250000 Penalty: 4923.941406
	Iteration 28Q: 3 clusters Score -2404495 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2404579.250000 Penalty: 4923.941406
	Iteration 29Q: 3 clusters Score -2404579 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2404642.250000 Penalty: 4923.941406
	Iteration 30Q: 3 clusters Score -2404642 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2404691.500000 Penalty: 4923.941406
	Iteration 31Q: 3 clusters Score -2404692 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2404732.750000 Penalty: 4923.941406
	Iteration 32Q: 3 clusters Score -2404733 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2404779.500000 Penalty: 4923.941406
	Iteration 33Q: 3 clusters Score -2404780 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2404819.250000 Penalty: 4923.941406
	Iteration 34Q: 3 clusters Score -2404819 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2404852.500000 Penalty: 4923.941406
	Iteration 35Q: 3 clusters Score -2404852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2404886.750000 Penalty: 4923.941406
	Iteration 36Q: 3 clusters Score -2404887 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2404916.750000 Penalty: 4923.941406
	Iteration 37Q: 3 clusters Score -2404917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2404939.750000 Penalty: 4923.941406
	Iteration 38Q: 3 clusters Score -2404940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2404957.250000 Penalty: 4923.941406
	Iteration 39Q: 3 clusters Score -2404957 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2404979.000000 Penalty: 4923.941406
	Iteration 40F: 3 clusters Score -2404979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2404991.250000 Penalty: 4923.941406
	Iteration 41Q: 3 clusters Score -2404991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2405012.000000 Penalty: 4923.941406
	Iteration 42Q: 3 clusters Score -2405012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2405023.500000 Penalty: 4923.941406
	Iteration 43Q: 3 clusters Score -2405024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2405028.750000 Penalty: 4923.941406
	Iteration 44Q: 3 clusters Score -2405029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2405043.000000 Penalty: 4923.941406
	Iteration 45Q: 3 clusters Score -2405043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2405050.250000 Penalty: 4923.941406
	Iteration 46Q: 3 clusters Score -2405050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2405059.000000 Penalty: 4923.941406
	Iteration 47Q: 3 clusters Score -2405059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2405067.750000 Penalty: 4923.941406
	Iteration 48Q: 3 clusters Score -2405068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2405075.000000 Penalty: 4923.941406
	Iteration 49Q: 3 clusters Score -2405075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2405084.250000 Penalty: 4923.941406
	Iteration 50Q: 3 clusters Score -2405084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2405103.000000 Penalty: 4923.941406
	Iteration 51Q: 3 clusters Score -2405103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2405115.500000 Penalty: 4923.941406
	Iteration 52Q: 3 clusters Score -2405116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2405129.750000 Penalty: 4923.941406
	Iteration 53Q: 3 clusters Score -2405130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2405136.500000 Penalty: 4923.941406
	Iteration 54Q: 3 clusters Score -2405136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2405147.750000 Penalty: 4923.941406
	Iteration 55Q: 3 clusters Score -2405148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2405160.000000 Penalty: 4923.941406
	Iteration 56Q: 3 clusters Score -2405160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2405177.500000 Penalty: 4923.941406
	Iteration 57Q: 3 clusters Score -2405178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2405180.750000 Penalty: 4923.941406
	Iteration 58Q: 3 clusters Score -2405181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2405186.000000 Penalty: 4923.941406
	Iteration 59Q: 3 clusters Score -2405186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2405192.000000 Penalty: 4923.941406
	Iteration 60F: 3 clusters Score -2405192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2405199.750000 Penalty: 4923.941406
	Iteration 61Q: 3 clusters Score -2405200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2405210.250000 Penalty: 4923.941406
	Iteration 62Q: 3 clusters Score -2405210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2405218.000000 Penalty: 4923.941406
	Iteration 63Q: 3 clusters Score -2405218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2405230.000000 Penalty: 4923.941406
	Iteration 64Q: 3 clusters Score -2405230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2405236.500000 Penalty: 4923.941406
	Iteration 65Q: 3 clusters Score -2405236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2405239.500000 Penalty: 4923.941406
	Iteration 66Q: 3 clusters Score -2405240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2405245.250000 Penalty: 4923.941406
	Iteration 67Q: 3 clusters Score -2405245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2405249.250000 Penalty: 4923.941406
	Iteration 68Q: 3 clusters Score -2405249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2405255.500000 Penalty: 4923.941406
	Iteration 69Q: 3 clusters Score -2405256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2405258.500000 Penalty: 4923.941406
	Iteration 70Q: 3 clusters Score -2405258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2405261.750000 Penalty: 4923.941406
	Iteration 71Q: 3 clusters Score -2405262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2405263.750000 Penalty: 4923.941406
	Iteration 72Q: 3 clusters Score -2405264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2405261.750000 Penalty: 4923.941406
	Iteration 73Q: 3 clusters Score -2405262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2405261.750000 Penalty: 4923.941406
	Iteration 74F: 3 clusters Score -2405262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -499536.781250 Penalty: 2078.410156
	Iteration 0F: 2 clusters Score -499536.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -495400.093750 Penalty: 4156.820312
	Iteration 0F: 3 clusters Score -495400.1 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -496308.625000 Penalty: 4156.820312
	Iteration 1F: 3 clusters Score -496308.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -496510.343750 Penalty: 4156.820312
	Iteration 2F: 3 clusters Score -496510.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -496636.687500 Penalty: 4156.820312
	Iteration 3Q: 3 clusters Score -496636.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -496728.156250 Penalty: 4156.820312
	Iteration 4Q: 3 clusters Score -496728.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -496798.562500 Penalty: 4156.820312
	Iteration 5Q: 3 clusters Score -496798.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -496865.031250 Penalty: 4156.820312
	Iteration 6Q: 3 clusters Score -496865 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -496921.125000 Penalty: 4156.820312
	Iteration 7Q: 3 clusters Score -496921.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -496982.375000 Penalty: 4156.820312
	Iteration 8Q: 3 clusters Score -496982.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -497077.656250 Penalty: 4156.820312
	Iteration 9Q: 3 clusters Score -497077.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -497187.250000 Penalty: 4156.820312
	Iteration 10Q: 3 clusters Score -497187.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -497299.343750 Penalty: 4156.820312
	Iteration 11Q: 3 clusters Score -497299.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -497412.093750 Penalty: 4156.820312
	Iteration 12Q: 3 clusters Score -497412.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -497521.250000 Penalty: 4156.820312
	Iteration 13Q: 3 clusters Score -497521.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -497622.156250 Penalty: 4156.820312
	Iteration 14Q: 3 clusters Score -497622.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -497705.218750 Penalty: 4156.820312
	Iteration 15Q: 3 clusters Score -497705.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -497778.968750 Penalty: 4156.820312
	Iteration 16Q: 3 clusters Score -497779 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -497843.062500 Penalty: 4156.820312
	Iteration 17Q: 3 clusters Score -497843.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -497888.375000 Penalty: 4156.820312
	Iteration 18Q: 3 clusters Score -497888.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -497931.250000 Penalty: 4156.820312
	Iteration 19Q: 3 clusters Score -497931.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -497971.250000 Penalty: 4156.820312
	Iteration 20F: 3 clusters Score -497971.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -498002.281250 Penalty: 4156.820312
	Iteration 21Q: 3 clusters Score -498002.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -498018.687500 Penalty: 4156.820312
	Iteration 22Q: 3 clusters Score -498018.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -498031.437500 Penalty: 4156.820312
	Iteration 23Q: 3 clusters Score -498031.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -498038.625000 Penalty: 4156.820312
	Iteration 24Q: 3 clusters Score -498038.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -498043.593750 Penalty: 4156.820312
	Iteration 25Q: 3 clusters Score -498043.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -498047.593750 Penalty: 4156.820312
	Iteration 26Q: 3 clusters Score -498047.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -498051.031250 Penalty: 4156.820312
	Iteration 27Q: 3 clusters Score -498051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -498054.187500 Penalty: 4156.820312
	Iteration 28Q: 3 clusters Score -498054.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -498056.750000 Penalty: 4156.820312
	Iteration 29Q: 3 clusters Score -498056.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -498061.437500 Penalty: 4156.820312
	Iteration 30Q: 3 clusters Score -498061.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -498062.468750 Penalty: 4156.820312
	Iteration 31Q: 3 clusters Score -498062.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -498064.406250 Penalty: 4156.820312
	Iteration 32Q: 3 clusters Score -498064.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -498065.281250 Penalty: 4156.820312
	Iteration 33Q: 3 clusters Score -498065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -498068.093750 Penalty: 4156.820312
	Iteration 34Q: 3 clusters Score -498068.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -498069.031250 Penalty: 4156.820312
	Iteration 35Q: 3 clusters Score -498069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -498068.562500 Penalty: 4156.820312
	Iteration 36Q: 3 clusters Score -498068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -498069.125000 Penalty: 4156.820312
	Iteration 37Q: 3 clusters Score -498069.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -498069.125000 Penalty: 4156.820312
	Iteration 38F: 3 clusters Score -498069.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Entering Unmasked Estep 
Score: -1945349.500000 Penalty: 2409.346680
	Iteration 0F: 2 clusters Score -1945350 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 8226 members 
Entering Unmasked Estep 
Score: -1933569.875000 Penalty: 4818.693359
	Iteration 0F: 3 clusters Score -1933570 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1937349.250000 Penalty: 4818.693359
	Iteration 1F: 3 clusters Score -1937349 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1937754.500000 Penalty: 4818.693359
	Iteration 2F: 3 clusters Score -1937754 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1938075.875000 Penalty: 4818.693359
	Iteration 3Q: 3 clusters Score -1938076 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1938327.500000 Penalty: 4818.693359
	Iteration 4Q: 3 clusters Score -1938328 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1938610.875000 Penalty: 4818.693359
	Iteration 5Q: 3 clusters Score -1938611 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1938980.625000 Penalty: 4818.693359
	Iteration 6Q: 3 clusters Score -1938981 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1939418.625000 Penalty: 4818.693359
	Iteration 7Q: 3 clusters Score -1939419 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1939922.125000 Penalty: 4818.693359
	Iteration 8F: 3 clusters Score -1939922 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1940442.000000 Penalty: 4818.693359
	Iteration 9F: 3 clusters Score -1940442 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1940983.875000 Penalty: 4818.693359
	Iteration 10F: 3 clusters Score -1940984 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1941447.625000 Penalty: 4818.693359
	Iteration 11Q: 3 clusters Score -1941448 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1941853.000000 Penalty: 4818.693359
	Iteration 12Q: 3 clusters Score -1941853 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1942164.375000 Penalty: 4818.693359
	Iteration 13Q: 3 clusters Score -1942164 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1942400.375000 Penalty: 4818.693359
	Iteration 14Q: 3 clusters Score -1942400 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1942579.500000 Penalty: 4818.693359
	Iteration 15Q: 3 clusters Score -1942580 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1942712.000000 Penalty: 4818.693359
	Iteration 16Q: 3 clusters Score -1942712 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1942837.250000 Penalty: 4818.693359
	Iteration 17Q: 3 clusters Score -1942837 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1942932.625000 Penalty: 4818.693359
	Iteration 18Q: 3 clusters Score -1942933 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1943051.000000 Penalty: 4818.693359
	Iteration 19Q: 3 clusters Score -1943051 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1943156.000000 Penalty: 4818.693359
	Iteration 20F: 3 clusters Score -1943156 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1943259.625000 Penalty: 4818.693359
	Iteration 21Q: 3 clusters Score -1943260 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1943376.125000 Penalty: 4818.693359
	Iteration 22Q: 3 clusters Score -1943376 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1943496.125000 Penalty: 4818.693359
	Iteration 23Q: 3 clusters Score -1943496 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1943616.250000 Penalty: 4818.693359
	Iteration 24Q: 3 clusters Score -1943616 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1943732.250000 Penalty: 4818.693359
	Iteration 25Q: 3 clusters Score -1943732 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1943840.250000 Penalty: 4818.693359
	Iteration 26Q: 3 clusters Score -1943840 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1943933.625000 Penalty: 4818.693359
	Iteration 27Q: 3 clusters Score -1943934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1944016.625000 Penalty: 4818.693359
	Iteration 28Q: 3 clusters Score -1944017 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1944100.125000 Penalty: 4818.693359
	Iteration 29Q: 3 clusters Score -1944100 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1944189.125000 Penalty: 4818.693359
	Iteration 30Q: 3 clusters Score -1944189 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1944248.875000 Penalty: 4818.693359
	Iteration 31Q: 3 clusters Score -1944249 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1944296.000000 Penalty: 4818.693359
	Iteration 32Q: 3 clusters Score -1944296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1944336.500000 Penalty: 4818.693359
	Iteration 33Q: 3 clusters Score -1944336 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1944376.625000 Penalty: 4818.693359
	Iteration 34Q: 3 clusters Score -1944377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1944412.000000 Penalty: 4818.693359
	Iteration 35Q: 3 clusters Score -1944412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1944440.500000 Penalty: 4818.693359
	Iteration 36Q: 3 clusters Score -1944440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1944467.625000 Penalty: 4818.693359
	Iteration 37Q: 3 clusters Score -1944468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1944493.875000 Penalty: 4818.693359
	Iteration 38Q: 3 clusters Score -1944494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1944517.125000 Penalty: 4818.693359
	Iteration 39Q: 3 clusters Score -1944517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1944534.000000 Penalty: 4818.693359
	Iteration 40F: 3 clusters Score -1944534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1944544.000000 Penalty: 4818.693359
	Iteration 41Q: 3 clusters Score -1944544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1944553.250000 Penalty: 4818.693359
	Iteration 42Q: 3 clusters Score -1944553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1944566.750000 Penalty: 4818.693359
	Iteration 43Q: 3 clusters Score -1944567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1944574.250000 Penalty: 4818.693359
	Iteration 44Q: 3 clusters Score -1944574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1944581.875000 Penalty: 4818.693359
	Iteration 45Q: 3 clusters Score -1944582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1944591.125000 Penalty: 4818.693359
	Iteration 46Q: 3 clusters Score -1944591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1944598.750000 Penalty: 4818.693359
	Iteration 47Q: 3 clusters Score -1944599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1944600.625000 Penalty: 4818.693359
	Iteration 48Q: 3 clusters Score -1944601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1944604.375000 Penalty: 4818.693359
	Iteration 49Q: 3 clusters Score -1944604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1944604.125000 Penalty: 4818.693359
	Iteration 50Q: 3 clusters Score -1944604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1944605.250000 Penalty: 4818.693359
	Iteration 51Q: 3 clusters Score -1944605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1944608.250000 Penalty: 4818.693359
	Iteration 52Q: 3 clusters Score -1944608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1944609.000000 Penalty: 4818.693359
	Iteration 53Q: 3 clusters Score -1944609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1944609.000000 Penalty: 4818.693359
	Iteration 54F: 3 clusters Score -1944609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Entering Unmasked Estep 
Score: -713497.937500 Penalty: 2161.741455
	Iteration 0F: 2 clusters Score -713497.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -708273.875000 Penalty: 4323.482910
	Iteration 0F: 3 clusters Score -708273.9 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -709512.562500 Penalty: 4323.482910
	Iteration 1F: 3 clusters Score -709512.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -709763.125000 Penalty: 4323.482910
	Iteration 2F: 3 clusters Score -709763.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -709956.250000 Penalty: 4323.482910
	Iteration 3F: 3 clusters Score -709956.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -710107.875000 Penalty: 4323.482910
	Iteration 4Q: 3 clusters Score -710107.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -710236.500000 Penalty: 4323.482910
	Iteration 5Q: 3 clusters Score -710236.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -710354.687500 Penalty: 4323.482910
	Iteration 6Q: 3 clusters Score -710354.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -710452.937500 Penalty: 4323.482910
	Iteration 7Q: 3 clusters Score -710452.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -710540.625000 Penalty: 4323.482910
	Iteration 8Q: 3 clusters Score -710540.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -710621.125000 Penalty: 4323.482910
	Iteration 9Q: 3 clusters Score -710621.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -710708.812500 Penalty: 4323.482910
	Iteration 10Q: 3 clusters Score -710708.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -710803.750000 Penalty: 4323.482910
	Iteration 11Q: 3 clusters Score -710803.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -710894.062500 Penalty: 4323.482910
	Iteration 12Q: 3 clusters Score -710894.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -710975.500000 Penalty: 4323.482910
	Iteration 13Q: 3 clusters Score -710975.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -711032.125000 Penalty: 4323.482910
	Iteration 14Q: 3 clusters Score -711032.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -711084.125000 Penalty: 4323.482910
	Iteration 15Q: 3 clusters Score -711084.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -711131.312500 Penalty: 4323.482910
	Iteration 16Q: 3 clusters Score -711131.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -711173.812500 Penalty: 4323.482910
	Iteration 17Q: 3 clusters Score -711173.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -711220.500000 Penalty: 4323.482910
	Iteration 18Q: 3 clusters Score -711220.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -711261.687500 Penalty: 4323.482910
	Iteration 19Q: 3 clusters Score -711261.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -711298.375000 Penalty: 4323.482910
	Iteration 20F: 3 clusters Score -711298.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -711342.437500 Penalty: 4323.482910
	Iteration 21Q: 3 clusters Score -711342.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -711384.687500 Penalty: 4323.482910
	Iteration 22Q: 3 clusters Score -711384.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -711414.062500 Penalty: 4323.482910
	Iteration 23Q: 3 clusters Score -711414.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -711444.687500 Penalty: 4323.482910
	Iteration 24Q: 3 clusters Score -711444.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -711462.625000 Penalty: 4323.482910
	Iteration 25Q: 3 clusters Score -711462.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -711479.687500 Penalty: 4323.482910
	Iteration 26Q: 3 clusters Score -711479.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -711494.875000 Penalty: 4323.482910
	Iteration 27Q: 3 clusters Score -711494.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -711513.687500 Penalty: 4323.482910
	Iteration 28Q: 3 clusters Score -711513.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -711534.250000 Penalty: 4323.482910
	Iteration 29Q: 3 clusters Score -711534.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -711550.312500 Penalty: 4323.482910
	Iteration 30Q: 3 clusters Score -711550.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -711563.500000 Penalty: 4323.482910
	Iteration 31Q: 3 clusters Score -711563.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -711574.437500 Penalty: 4323.482910
	Iteration 32Q: 3 clusters Score -711574.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -711581.437500 Penalty: 4323.482910
	Iteration 33Q: 3 clusters Score -711581.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -711592.000000 Penalty: 4323.482910
	Iteration 34Q: 3 clusters Score -711592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -711600.437500 Penalty: 4323.482910
	Iteration 35Q: 3 clusters Score -711600.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -711606.812500 Penalty: 4323.482910
	Iteration 36Q: 3 clusters Score -711606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -711611.187500 Penalty: 4323.482910
	Iteration 37Q: 3 clusters Score -711611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -711615.500000 Penalty: 4323.482910
	Iteration 38Q: 3 clusters Score -711615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -711617.937500 Penalty: 4323.482910
	Iteration 39Q: 3 clusters Score -711617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -711617.250000 Penalty: 4323.482910
	Iteration 40F: 3 clusters Score -711617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -711619.250000 Penalty: 4323.482910
	Iteration 41Q: 3 clusters Score -711619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -711619.250000 Penalty: 4323.482910
	Iteration 42F: 3 clusters Score -711619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Entering Unmasked Estep 
Score: -4243125.000000 Penalty: 2602.056396
	Iteration 0F: 2 clusters Score -4243125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -4218731.500000 Penalty: 5204.112793
	Iteration 0F: 3 clusters Score -4218732 nChanged 16302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -4227669.500000 Penalty: 5204.112793
	Iteration 1F: 3 clusters Score -4227670 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4228218.000000 Penalty: 5204.112793
	Iteration 2Q: 3 clusters Score -4228218 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -4228823.500000 Penalty: 5204.112793
	Iteration 3Q: 3 clusters Score -4228824 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -4229505.500000 Penalty: 5204.112793
	Iteration 4Q: 3 clusters Score -4229506 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -4230534.000000 Penalty: 5204.112793
	Iteration 5F: 3 clusters Score -4230534 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -4231911.500000 Penalty: 5204.112793
	Iteration 6F: 3 clusters Score -4231912 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -4233748.000000 Penalty: 5204.112793
	Iteration 7F: 3 clusters Score -4233748 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -4235763.500000 Penalty: 5204.112793
	Iteration 8F: 3 clusters Score -4235764 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -4237583.500000 Penalty: 5204.112793
	Iteration 9F: 3 clusters Score -4237584 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4238933.500000 Penalty: 5204.112793
	Iteration 10Q: 3 clusters Score -4238934 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4239777.500000 Penalty: 5204.112793
	Iteration 11Q: 3 clusters Score -4239778 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4240256.000000 Penalty: 5204.112793
	Iteration 12Q: 3 clusters Score -4240256 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4240517.000000 Penalty: 5204.112793
	Iteration 13Q: 3 clusters Score -4240517 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4240631.000000 Penalty: 5204.112793
	Iteration 14Q: 3 clusters Score -4240631 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4240721.500000 Penalty: 5204.112793
	Iteration 15Q: 3 clusters Score -4240722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4240757.000000 Penalty: 5204.112793
	Iteration 16Q: 3 clusters Score -4240757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4240789.500000 Penalty: 5204.112793
	Iteration 17Q: 3 clusters Score -4240790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4240811.000000 Penalty: 5204.112793
	Iteration 18Q: 3 clusters Score -4240811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4240827.500000 Penalty: 5204.112793
	Iteration 19Q: 3 clusters Score -4240828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4240846.000000 Penalty: 5204.112793
	Iteration 20F: 3 clusters Score -4240846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4240855.500000 Penalty: 5204.112793
	Iteration 21Q: 3 clusters Score -4240856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4240874.500000 Penalty: 5204.112793
	Iteration 22Q: 3 clusters Score -4240874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4240888.000000 Penalty: 5204.112793
	Iteration 23Q: 3 clusters Score -4240888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4240891.500000 Penalty: 5204.112793
	Iteration 24Q: 3 clusters Score -4240892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4240901.500000 Penalty: 5204.112793
	Iteration 25Q: 3 clusters Score -4240902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4240905.000000 Penalty: 5204.112793
	Iteration 26Q: 3 clusters Score -4240905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4240904.500000 Penalty: 5204.112793
	Iteration 27Q: 3 clusters Score -4240904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4240905.500000 Penalty: 5204.112793
	Iteration 28Q: 3 clusters Score -4240906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4240906.000000 Penalty: 5204.112793
	Iteration 29Q: 3 clusters Score -4240906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4240906.000000 Penalty: 5204.112793
	Iteration 30Q: 3 clusters Score -4240906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4240906.000000 Penalty: 5204.112793
	Iteration 31F: 3 clusters Score -4240906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Entering Unmasked Estep 
Score: -7603257.000000 Penalty: 2750.423096
	Iteration 0F: 2 clusters Score -7603257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -7559330.500000 Penalty: 5500.846191
	Iteration 0F: 3 clusters Score -7559330 nChanged 30562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -7576043.000000 Penalty: 5500.846191
	Iteration 1F: 3 clusters Score -7576043 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -7576515.500000 Penalty: 5500.846191
	Iteration 2Q: 3 clusters Score -7576516 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -7576946.000000 Penalty: 5500.846191
	Iteration 3Q: 3 clusters Score -7576946 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -7577422.000000 Penalty: 5500.846191
	Iteration 4Q: 3 clusters Score -7577422 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -7577801.000000 Penalty: 5500.846191
	Iteration 5Q: 3 clusters Score -7577801 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -7578304.000000 Penalty: 5500.846191
	Iteration 6Q: 3 clusters Score -7578304 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -7578886.000000 Penalty: 5500.846191
	Iteration 7Q: 3 clusters Score -7578886 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -7579638.000000 Penalty: 5500.846191
	Iteration 8Q: 3 clusters Score -7579638 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -7580585.500000 Penalty: 5500.846191
	Iteration 9Q: 3 clusters Score -7580586 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -7581648.500000 Penalty: 5500.846191
	Iteration 10Q: 3 clusters Score -7581648 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -7582832.500000 Penalty: 5500.846191
	Iteration 11Q: 3 clusters Score -7582832 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -7583983.500000 Penalty: 5500.846191
	Iteration 12Q: 3 clusters Score -7583984 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -7585199.000000 Penalty: 5500.846191
	Iteration 13Q: 3 clusters Score -7585199 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -7586383.000000 Penalty: 5500.846191
	Iteration 14Q: 3 clusters Score -7586383 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -7587616.000000 Penalty: 5500.846191
	Iteration 15Q: 3 clusters Score -7587616 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -7589004.500000 Penalty: 5500.846191
	Iteration 16Q: 3 clusters Score -7589004 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -7590454.000000 Penalty: 5500.846191
	Iteration 17Q: 3 clusters Score -7590454 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -7591602.000000 Penalty: 5500.846191
	Iteration 18Q: 3 clusters Score -7591602 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -7592442.000000 Penalty: 5500.846191
	Iteration 19Q: 3 clusters Score -7592442 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -7593001.500000 Penalty: 5500.846191
	Iteration 20F: 3 clusters Score -7593002 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -7593401.000000 Penalty: 5500.846191
	Iteration 21Q: 3 clusters Score -7593401 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -7593749.000000 Penalty: 5500.846191
	Iteration 22Q: 3 clusters Score -7593749 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -7594102.000000 Penalty: 5500.846191
	Iteration 23Q: 3 clusters Score -7594102 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -7594406.500000 Penalty: 5500.846191
	Iteration 24Q: 3 clusters Score -7594406 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -7594739.500000 Penalty: 5500.846191
	Iteration 25Q: 3 clusters Score -7594740 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -7595117.500000 Penalty: 5500.846191
	Iteration 26Q: 3 clusters Score -7595118 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -7595480.000000 Penalty: 5500.846191
	Iteration 27Q: 3 clusters Score -7595480 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -7595857.000000 Penalty: 5500.846191
	Iteration 28Q: 3 clusters Score -7595857 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -7596189.000000 Penalty: 5500.846191
	Iteration 29Q: 3 clusters Score -7596189 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -7596521.000000 Penalty: 5500.846191
	Iteration 30Q: 3 clusters Score -7596521 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -7596951.000000 Penalty: 5500.846191
	Iteration 31Q: 3 clusters Score -7596951 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -7597367.500000 Penalty: 5500.846191
	Iteration 32Q: 3 clusters Score -7597368 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -7597790.500000 Penalty: 5500.846191
	Iteration 33Q: 3 clusters Score -7597790 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -7598168.500000 Penalty: 5500.846191
	Iteration 34Q: 3 clusters Score -7598168 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -7598549.000000 Penalty: 5500.846191
	Iteration 35Q: 3 clusters Score -7598549 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60937 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -7598899.500000 Penalty: 5500.846191
	Iteration 36Q: 3 clusters Score -7598900 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61539 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -7599236.500000 Penalty: 5500.846191
	Iteration 37Q: 3 clusters Score -7599236 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -7599569.000000 Penalty: 5500.846191
	Iteration 38Q: 3 clusters Score -7599569 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7599822.500000 Penalty: 5500.846191
	Iteration 39Q: 3 clusters Score -7599822 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7600066.000000 Penalty: 5500.846191
	Iteration 40F: 3 clusters Score -7600066 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63375 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -7600242.500000 Penalty: 5500.846191
	Iteration 41Q: 3 clusters Score -7600242 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7600399.500000 Penalty: 5500.846191
	Iteration 42Q: 3 clusters Score -7600400 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7600490.500000 Penalty: 5500.846191
	Iteration 43Q: 3 clusters Score -7600490 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7600590.000000 Penalty: 5500.846191
	Iteration 44Q: 3 clusters Score -7600590 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7600663.500000 Penalty: 5500.846191
	Iteration 45Q: 3 clusters Score -7600664 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7600706.000000 Penalty: 5500.846191
	Iteration 46Q: 3 clusters Score -7600706 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7600764.500000 Penalty: 5500.846191
	Iteration 47Q: 3 clusters Score -7600764 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64558 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7600826.000000 Penalty: 5500.846191
	Iteration 48Q: 3 clusters Score -7600826 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7600848.000000 Penalty: 5500.846191
	Iteration 49Q: 3 clusters Score -7600848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7600857.000000 Penalty: 5500.846191
	Iteration 50Q: 3 clusters Score -7600857 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7600894.000000 Penalty: 5500.846191
	Iteration 51Q: 3 clusters Score -7600894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7600904.000000 Penalty: 5500.846191
	Iteration 52Q: 3 clusters Score -7600904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7600909.000000 Penalty: 5500.846191
	Iteration 53Q: 3 clusters Score -7600909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7600927.000000 Penalty: 5500.846191
	Iteration 54Q: 3 clusters Score -7600927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7600930.500000 Penalty: 5500.846191
	Iteration 55Q: 3 clusters Score -7600930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7600926.500000 Penalty: 5500.846191
	Iteration 56Q: 3 clusters Score -7600926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64772 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7600929.500000 Penalty: 5500.846191
	Iteration 57Q: 3 clusters Score -7600930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7600927.000000 Penalty: 5500.846191
	Iteration 58Q: 3 clusters Score -7600927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7600935.500000 Penalty: 5500.846191
	Iteration 59Q: 3 clusters Score -7600936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7600937.000000 Penalty: 5500.846191
	Iteration 60F: 3 clusters Score -7600937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7600925.500000 Penalty: 5500.846191
	Iteration 61Q: 3 clusters Score -7600926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7600930.000000 Penalty: 5500.846191
	Iteration 62Q: 3 clusters Score -7600930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7600928.000000 Penalty: 5500.846191
	Iteration 63Q: 3 clusters Score -7600928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7600928.000000 Penalty: 5500.846191
	Iteration 64F: 3 clusters Score -7600928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Entering Unmasked Estep 
Score: -359879.687500 Penalty: 2012.352539
	Iteration 0F: 2 clusters Score -359879.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -356455.250000 Penalty: 4024.705078
	Iteration 0F: 3 clusters Score -356455.2 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -357380.687500 Penalty: 4024.705078
	Iteration 1F: 3 clusters Score -357380.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -357971.531250 Penalty: 4024.705078
	Iteration 2F: 3 clusters Score -357971.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -358435.812500 Penalty: 4024.705078
	Iteration 3F: 3 clusters Score -358435.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -358833.593750 Penalty: 4024.705078
	Iteration 4F: 3 clusters Score -358833.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -359196.968750 Penalty: 4024.705078
	Iteration 5F: 3 clusters Score -359197 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -359507.718750 Penalty: 4024.705078
	Iteration 6F: 3 clusters Score -359507.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -359760.281250 Penalty: 4024.705078
	Iteration 7Q: 3 clusters Score -359760.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -359955.625000 Penalty: 4024.705078
	Iteration 8Q: 3 clusters Score -359955.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -360042.531250 Penalty: 4024.705078
	Iteration 9Q: 3 clusters Score -360042.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -360085.062500 Penalty: 4024.705078
	Iteration 10Q: 3 clusters Score -360085.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -360110.406250 Penalty: 4024.705078
	Iteration 11Q: 3 clusters Score -360110.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -360133.750000 Penalty: 4024.705078
	Iteration 12Q: 3 clusters Score -360133.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -360149.812500 Penalty: 4024.705078
	Iteration 13Q: 3 clusters Score -360149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -360151.750000 Penalty: 4024.705078
	Iteration 14Q: 3 clusters Score -360151.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -360152.500000 Penalty: 4024.705078
	Iteration 15Q: 3 clusters Score -360152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -360152.500000 Penalty: 4024.705078
	Iteration 16F: 3 clusters Score -360152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 221 members 
Mstep: Class 3 contains 331259 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16566 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 65540 members 
Mstep: Class 14 contains 3121 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 89992 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686360.000000 Penalty: 91179.304688
Splitting cluster 14 changes total score from -92687336.000000 to -92686360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (19493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Entering Unmasked Estep 
Score: -2296665.250000 Penalty: 2449.697021
	Iteration 0F: 2 clusters Score -2296665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2282884.750000 Penalty: 4899.394043
	Iteration 0F: 3 clusters Score -2282885 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2287380.000000 Penalty: 4899.394043
	Iteration 1F: 3 clusters Score -2287380 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2287735.000000 Penalty: 4899.394043
	Iteration 2F: 3 clusters Score -2287735 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2288009.000000 Penalty: 4899.394043
	Iteration 3Q: 3 clusters Score -2288009 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2288245.500000 Penalty: 4899.394043
	Iteration 4Q: 3 clusters Score -2288246 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2288445.250000 Penalty: 4899.394043
	Iteration 5Q: 3 clusters Score -2288445 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2288652.500000 Penalty: 4899.394043
	Iteration 6Q: 3 clusters Score -2288652 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2288879.750000 Penalty: 4899.394043
	Iteration 7Q: 3 clusters Score -2288880 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2289167.250000 Penalty: 4899.394043
	Iteration 8Q: 3 clusters Score -2289167 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2289542.000000 Penalty: 4899.394043
	Iteration 9Q: 3 clusters Score -2289542 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2290034.250000 Penalty: 4899.394043
	Iteration 10Q: 3 clusters Score -2290034 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2290656.250000 Penalty: 4899.394043
	Iteration 11Q: 3 clusters Score -2290656 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2291362.750000 Penalty: 4899.394043
	Iteration 12Q: 3 clusters Score -2291363 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2292081.750000 Penalty: 4899.394043
	Iteration 13Q: 3 clusters Score -2292082 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2292670.000000 Penalty: 4899.394043
	Iteration 14Q: 3 clusters Score -2292670 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2293101.500000 Penalty: 4899.394043
	Iteration 15Q: 3 clusters Score -2293102 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2293403.000000 Penalty: 4899.394043
	Iteration 16Q: 3 clusters Score -2293403 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2293632.750000 Penalty: 4899.394043
	Iteration 17Q: 3 clusters Score -2293633 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2293808.500000 Penalty: 4899.394043
	Iteration 18Q: 3 clusters Score -2293808 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2293931.000000 Penalty: 4899.394043
	Iteration 19Q: 3 clusters Score -2293931 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2294032.000000 Penalty: 4899.394043
	Iteration 20F: 3 clusters Score -2294032 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2294109.000000 Penalty: 4899.394043
	Iteration 21Q: 3 clusters Score -2294109 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2294187.750000 Penalty: 4899.394043
	Iteration 22Q: 3 clusters Score -2294188 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2294244.000000 Penalty: 4899.394043
	Iteration 23Q: 3 clusters Score -2294244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2294289.500000 Penalty: 4899.394043
	Iteration 24Q: 3 clusters Score -2294290 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2294348.250000 Penalty: 4899.394043
	Iteration 25Q: 3 clusters Score -2294348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2294381.500000 Penalty: 4899.394043
	Iteration 26Q: 3 clusters Score -2294382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2294411.500000 Penalty: 4899.394043
	Iteration 27Q: 3 clusters Score -2294412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2294434.000000 Penalty: 4899.394043
	Iteration 28Q: 3 clusters Score -2294434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2294456.250000 Penalty: 4899.394043
	Iteration 29Q: 3 clusters Score -2294456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2294473.250000 Penalty: 4899.394043
	Iteration 30Q: 3 clusters Score -2294473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2294487.250000 Penalty: 4899.394043
	Iteration 31Q: 3 clusters Score -2294487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2294499.500000 Penalty: 4899.394043
	Iteration 32Q: 3 clusters Score -2294500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2294504.750000 Penalty: 4899.394043
	Iteration 33Q: 3 clusters Score -2294505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2294509.500000 Penalty: 4899.394043
	Iteration 34Q: 3 clusters Score -2294510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2294513.000000 Penalty: 4899.394043
	Iteration 35Q: 3 clusters Score -2294513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2294514.750000 Penalty: 4899.394043
	Iteration 36Q: 3 clusters Score -2294515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2294518.000000 Penalty: 4899.394043
	Iteration 37Q: 3 clusters Score -2294518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2294520.250000 Penalty: 4899.394043
	Iteration 38Q: 3 clusters Score -2294520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2294518.250000 Penalty: 4899.394043
	Iteration 39Q: 3 clusters Score -2294518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2294523.250000 Penalty: 4899.394043
	Iteration 40F: 3 clusters Score -2294523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2294527.750000 Penalty: 4899.394043
	Iteration 41Q: 3 clusters Score -2294528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2294528.250000 Penalty: 4899.394043
	Iteration 42Q: 3 clusters Score -2294528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2294530.000000 Penalty: 4899.394043
	Iteration 43Q: 3 clusters Score -2294530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2294531.500000 Penalty: 4899.394043
	Iteration 44Q: 3 clusters Score -2294532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2294532.000000 Penalty: 4899.394043
	Iteration 45Q: 3 clusters Score -2294532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2294532.000000 Penalty: 4899.394043
	Iteration 46F: 3 clusters Score -2294532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -56604.718750 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -56604.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55098.804688 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -55098.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55335.816406 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -55335.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55408.972656 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -55408.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55427.351562 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -55427.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55434.781250 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -55434.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55444.750000 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -55444.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55458.367188 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -55458.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55464.210938 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -55464.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55464.210938 Penalty: 3125.189941
	Iteration 8F: 3 clusters Score -55464.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Entering Unmasked Estep 
Score: -4763267.500000 Penalty: 2641.742432
	Iteration 0F: 2 clusters Score -4763268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4734804.000000 Penalty: 5283.484863
	Iteration 0F: 3 clusters Score -4734804 nChanged 19356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -4745306.500000 Penalty: 5283.484863
	Iteration 1F: 3 clusters Score -4745306 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -4745839.000000 Penalty: 5283.484863
	Iteration 2Q: 3 clusters Score -4745839 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -4746417.500000 Penalty: 5283.484863
	Iteration 3Q: 3 clusters Score -4746418 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -4747057.000000 Penalty: 5283.484863
	Iteration 4Q: 3 clusters Score -4747057 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -4747989.000000 Penalty: 5283.484863
	Iteration 5Q: 3 clusters Score -4747989 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -4749343.500000 Penalty: 5283.484863
	Iteration 6F: 3 clusters Score -4749344 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -4751379.500000 Penalty: 5283.484863
	Iteration 7F: 3 clusters Score -4751380 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -4754017.000000 Penalty: 5283.484863
	Iteration 8F: 3 clusters Score -4754017 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -4756823.000000 Penalty: 5283.484863
	Iteration 9F: 3 clusters Score -4756823 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4758970.500000 Penalty: 5283.484863
	Iteration 10F: 3 clusters Score -4758970 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4760031.500000 Penalty: 5283.484863
	Iteration 11Q: 3 clusters Score -4760032 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4760571.500000 Penalty: 5283.484863
	Iteration 12Q: 3 clusters Score -4760572 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4760791.000000 Penalty: 5283.484863
	Iteration 13Q: 3 clusters Score -4760791 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4760922.500000 Penalty: 5283.484863
	Iteration 14Q: 3 clusters Score -4760922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4760968.000000 Penalty: 5283.484863
	Iteration 15Q: 3 clusters Score -4760968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4760983.000000 Penalty: 5283.484863
	Iteration 16Q: 3 clusters Score -4760983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4761002.000000 Penalty: 5283.484863
	Iteration 17Q: 3 clusters Score -4761002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4761010.000000 Penalty: 5283.484863
	Iteration 18Q: 3 clusters Score -4761010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4761006.500000 Penalty: 5283.484863
	Iteration 19Q: 3 clusters Score -4761006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4761010.500000 Penalty: 5283.484863
	Iteration 20F: 3 clusters Score -4761010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Entering Unmasked Estep 
Score: -639477.875000 Penalty: 2141.165283
	Iteration 0F: 2 clusters Score -639477.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -634574.750000 Penalty: 4282.330566
	Iteration 0F: 3 clusters Score -634574.8 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -635845.250000 Penalty: 4282.330566
	Iteration 1F: 3 clusters Score -635845.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -636100.875000 Penalty: 4282.330566
	Iteration 2F: 3 clusters Score -636100.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -636246.312500 Penalty: 4282.330566
	Iteration 3Q: 3 clusters Score -636246.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -636343.187500 Penalty: 4282.330566
	Iteration 4Q: 3 clusters Score -636343.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -636410.437500 Penalty: 4282.330566
	Iteration 5Q: 3 clusters Score -636410.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -636461.187500 Penalty: 4282.330566
	Iteration 6Q: 3 clusters Score -636461.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -636501.875000 Penalty: 4282.330566
	Iteration 7Q: 3 clusters Score -636501.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -636541.125000 Penalty: 4282.330566
	Iteration 8Q: 3 clusters Score -636541.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -636587.937500 Penalty: 4282.330566
	Iteration 9Q: 3 clusters Score -636587.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -636625.812500 Penalty: 4282.330566
	Iteration 10Q: 3 clusters Score -636625.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -636664.062500 Penalty: 4282.330566
	Iteration 11Q: 3 clusters Score -636664.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -636698.687500 Penalty: 4282.330566
	Iteration 12Q: 3 clusters Score -636698.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -636728.687500 Penalty: 4282.330566
	Iteration 13Q: 3 clusters Score -636728.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -636766.375000 Penalty: 4282.330566
	Iteration 14Q: 3 clusters Score -636766.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -636807.687500 Penalty: 4282.330566
	Iteration 15Q: 3 clusters Score -636807.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -636858.812500 Penalty: 4282.330566
	Iteration 16Q: 3 clusters Score -636858.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -636904.562500 Penalty: 4282.330566
	Iteration 17Q: 3 clusters Score -636904.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -636952.562500 Penalty: 4282.330566
	Iteration 18Q: 3 clusters Score -636952.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -636999.875000 Penalty: 4282.330566
	Iteration 19Q: 3 clusters Score -636999.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -637046.750000 Penalty: 4282.330566
	Iteration 20F: 3 clusters Score -637046.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -637096.375000 Penalty: 4282.330566
	Iteration 21Q: 3 clusters Score -637096.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -637147.812500 Penalty: 4282.330566
	Iteration 22Q: 3 clusters Score -637147.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -637202.875000 Penalty: 4282.330566
	Iteration 23Q: 3 clusters Score -637202.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -637240.625000 Penalty: 4282.330566
	Iteration 24Q: 3 clusters Score -637240.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -637274.437500 Penalty: 4282.330566
	Iteration 25Q: 3 clusters Score -637274.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -637307.937500 Penalty: 4282.330566
	Iteration 26Q: 3 clusters Score -637307.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -637338.937500 Penalty: 4282.330566
	Iteration 27Q: 3 clusters Score -637338.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -637363.750000 Penalty: 4282.330566
	Iteration 28Q: 3 clusters Score -637363.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -637384.437500 Penalty: 4282.330566
	Iteration 29Q: 3 clusters Score -637384.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -637400.062500 Penalty: 4282.330566
	Iteration 30Q: 3 clusters Score -637400.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -637418.937500 Penalty: 4282.330566
	Iteration 31Q: 3 clusters Score -637418.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -637433.750000 Penalty: 4282.330566
	Iteration 32Q: 3 clusters Score -637433.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -637444.187500 Penalty: 4282.330566
	Iteration 33Q: 3 clusters Score -637444.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -637453.125000 Penalty: 4282.330566
	Iteration 34Q: 3 clusters Score -637453.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -637461.312500 Penalty: 4282.330566
	Iteration 35Q: 3 clusters Score -637461.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -637473.562500 Penalty: 4282.330566
	Iteration 36Q: 3 clusters Score -637473.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -637481.500000 Penalty: 4282.330566
	Iteration 37Q: 3 clusters Score -637481.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -637491.187500 Penalty: 4282.330566
	Iteration 38Q: 3 clusters Score -637491.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -637497.312500 Penalty: 4282.330566
	Iteration 39Q: 3 clusters Score -637497.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -637502.125000 Penalty: 4282.330566
	Iteration 40F: 3 clusters Score -637502.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -637506.875000 Penalty: 4282.330566
	Iteration 41Q: 3 clusters Score -637506.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -637510.000000 Penalty: 4282.330566
	Iteration 42Q: 3 clusters Score -637510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -637512.875000 Penalty: 4282.330566
	Iteration 43Q: 3 clusters Score -637512.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -637514.250000 Penalty: 4282.330566
	Iteration 44Q: 3 clusters Score -637514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -637514.437500 Penalty: 4282.330566
	Iteration 45Q: 3 clusters Score -637514.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -637514.187500 Penalty: 4282.330566
	Iteration 46Q: 3 clusters Score -637514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -637514.875000 Penalty: 4282.330566
	Iteration 47Q: 3 clusters Score -637514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -637515.750000 Penalty: 4282.330566
	Iteration 48Q: 3 clusters Score -637515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -637518.375000 Penalty: 4282.330566
	Iteration 49Q: 3 clusters Score -637518.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -637523.500000 Penalty: 4282.330566
	Iteration 50Q: 3 clusters Score -637523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -637525.750000 Penalty: 4282.330566
	Iteration 51Q: 3 clusters Score -637525.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -637529.312500 Penalty: 4282.330566
	Iteration 52Q: 3 clusters Score -637529.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -637533.562500 Penalty: 4282.330566
	Iteration 53Q: 3 clusters Score -637533.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -637539.500000 Penalty: 4282.330566
	Iteration 54Q: 3 clusters Score -637539.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -637544.187500 Penalty: 4282.330566
	Iteration 55Q: 3 clusters Score -637544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -637544.250000 Penalty: 4282.330566
	Iteration 56Q: 3 clusters Score -637544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -637544.000000 Penalty: 4282.330566
	Iteration 57Q: 3 clusters Score -637544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -637547.062500 Penalty: 4282.330566
	Iteration 58Q: 3 clusters Score -637547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -637553.000000 Penalty: 4282.330566
	Iteration 59Q: 3 clusters Score -637553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -637559.062500 Penalty: 4282.330566
	Iteration 60F: 3 clusters Score -637559.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -637566.375000 Penalty: 4282.330566
	Iteration 61Q: 3 clusters Score -637566.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -637571.750000 Penalty: 4282.330566
	Iteration 62Q: 3 clusters Score -637571.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -637575.750000 Penalty: 4282.330566
	Iteration 63Q: 3 clusters Score -637575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -637578.187500 Penalty: 4282.330566
	Iteration 64Q: 3 clusters Score -637578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -637580.687500 Penalty: 4282.330566
	Iteration 65Q: 3 clusters Score -637580.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -637580.687500 Penalty: 4282.330566
	Iteration 66F: 3 clusters Score -637580.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Entering Unmasked Estep 
Score: -1886550.625000 Penalty: 2401.576416
	Iteration 0F: 2 clusters Score -1886551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1875036.125000 Penalty: 4803.152832
	Iteration 0F: 3 clusters Score -1875036 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1878699.000000 Penalty: 4803.152832
	Iteration 1F: 3 clusters Score -1878699 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1879012.375000 Penalty: 4803.152832
	Iteration 2F: 3 clusters Score -1879012 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1879246.375000 Penalty: 4803.152832
	Iteration 3Q: 3 clusters Score -1879246 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1879449.625000 Penalty: 4803.152832
	Iteration 4Q: 3 clusters Score -1879450 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1879662.500000 Penalty: 4803.152832
	Iteration 5Q: 3 clusters Score -1879662 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1879882.875000 Penalty: 4803.152832
	Iteration 6Q: 3 clusters Score -1879883 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1880151.250000 Penalty: 4803.152832
	Iteration 7Q: 3 clusters Score -1880151 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1880487.250000 Penalty: 4803.152832
	Iteration 8Q: 3 clusters Score -1880487 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1880957.500000 Penalty: 4803.152832
	Iteration 9Q: 3 clusters Score -1880958 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1881546.375000 Penalty: 4803.152832
	Iteration 10F: 3 clusters Score -1881546 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1882215.625000 Penalty: 4803.152832
	Iteration 11F: 3 clusters Score -1882216 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1882904.500000 Penalty: 4803.152832
	Iteration 12F: 3 clusters Score -1882904 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1883489.875000 Penalty: 4803.152832
	Iteration 13Q: 3 clusters Score -1883490 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1883903.750000 Penalty: 4803.152832
	Iteration 14Q: 3 clusters Score -1883904 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1884107.625000 Penalty: 4803.152832
	Iteration 15Q: 3 clusters Score -1884108 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1884226.500000 Penalty: 4803.152832
	Iteration 16Q: 3 clusters Score -1884226 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1884310.125000 Penalty: 4803.152832
	Iteration 17Q: 3 clusters Score -1884310 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1884373.875000 Penalty: 4803.152832
	Iteration 18Q: 3 clusters Score -1884374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1884419.500000 Penalty: 4803.152832
	Iteration 19Q: 3 clusters Score -1884420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1884463.375000 Penalty: 4803.152832
	Iteration 20F: 3 clusters Score -1884463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1884492.875000 Penalty: 4803.152832
	Iteration 21Q: 3 clusters Score -1884493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1884513.500000 Penalty: 4803.152832
	Iteration 22Q: 3 clusters Score -1884514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1884526.250000 Penalty: 4803.152832
	Iteration 23Q: 3 clusters Score -1884526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1884537.125000 Penalty: 4803.152832
	Iteration 24Q: 3 clusters Score -1884537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1884543.500000 Penalty: 4803.152832
	Iteration 25Q: 3 clusters Score -1884544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1884547.375000 Penalty: 4803.152832
	Iteration 26Q: 3 clusters Score -1884547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1884561.000000 Penalty: 4803.152832
	Iteration 27Q: 3 clusters Score -1884561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1884565.625000 Penalty: 4803.152832
	Iteration 28Q: 3 clusters Score -1884566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1884570.000000 Penalty: 4803.152832
	Iteration 29Q: 3 clusters Score -1884570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1884574.500000 Penalty: 4803.152832
	Iteration 30Q: 3 clusters Score -1884574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1884578.000000 Penalty: 4803.152832
	Iteration 31Q: 3 clusters Score -1884578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1884581.250000 Penalty: 4803.152832
	Iteration 32Q: 3 clusters Score -1884581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1884585.250000 Penalty: 4803.152832
	Iteration 33Q: 3 clusters Score -1884585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1884588.875000 Penalty: 4803.152832
	Iteration 34Q: 3 clusters Score -1884589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1884589.875000 Penalty: 4803.152832
	Iteration 35Q: 3 clusters Score -1884590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1884594.250000 Penalty: 4803.152832
	Iteration 36Q: 3 clusters Score -1884594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1884593.750000 Penalty: 4803.152832
	Iteration 37Q: 3 clusters Score -1884594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1884596.875000 Penalty: 4803.152832
	Iteration 38Q: 3 clusters Score -1884597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1884601.125000 Penalty: 4803.152832
	Iteration 39Q: 3 clusters Score -1884601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1884602.125000 Penalty: 4803.152832
	Iteration 40F: 3 clusters Score -1884602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1884604.375000 Penalty: 4803.152832
	Iteration 41Q: 3 clusters Score -1884604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1884606.625000 Penalty: 4803.152832
	Iteration 42Q: 3 clusters Score -1884607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1884610.375000 Penalty: 4803.152832
	Iteration 43Q: 3 clusters Score -1884610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1884615.375000 Penalty: 4803.152832
	Iteration 44Q: 3 clusters Score -1884615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1884618.500000 Penalty: 4803.152832
	Iteration 45Q: 3 clusters Score -1884618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1884617.625000 Penalty: 4803.152832
	Iteration 46Q: 3 clusters Score -1884618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1884617.625000 Penalty: 4803.152832
	Iteration 47F: 3 clusters Score -1884618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -81961.406250 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -81961.41 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: -80196.554688 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -80196.55 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80399.281250 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -80399.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -80471.851562 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -80471.85 nChanged 21
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: -80507.148438 Penalty: 3283.556396
	Iteration 3Q: 3 clusters Score -80507.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80518.281250 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -80518.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80527.335938 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -80527.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80537.117188 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -80537.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80543.945312 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -80543.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80548.757812 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -80548.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80551.382812 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -80551.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80552.312500 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -80552.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80552.312500 Penalty: 3283.556396
	Iteration 11F: 3 clusters Score -80552.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -75657.304688 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -75657.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73987.960938 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -73987.96 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74463.046875 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -74463.05 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -75066.570312 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -75066.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -75488.929688 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -75488.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -75685.460938 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -75685.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -75854.390625 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -75854.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -76068.117188 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -76068.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -76293.976562 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -76293.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -76370.515625 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -76370.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -76397.640625 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -76397.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -76407.398438 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -76407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -76417.609375 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -76417.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -76421.437500 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -76421.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -76421.437500 Penalty: 3301.736328
	Iteration 13F: 3 clusters Score -76421.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 331259 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16566 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 65540 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 190 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 89992 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686360.000000 Penalty: 91179.304688
Splitting cluster 21 changes total score from -92687336.000000 to -92686360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -110955.218750 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -110955.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -109000.578125 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -109000.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -109368.453125 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -109368.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -109538.523438 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -109538.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -109680.718750 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -109680.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -109819.726562 Penalty: 3461.656006
	Iteration 4Q: 3 clusters Score -109819.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -109980.718750 Penalty: 3461.656006
	Iteration 5F: 3 clusters Score -109980.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -110135.085938 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -110135.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -110285.250000 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -110285.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110445.125000 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -110445.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110515.640625 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -110515.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110541.210938 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -110541.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -110554.812500 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -110554.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110574.140625 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -110574.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -110600.945312 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -110600.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -110720.750000 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -110720.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111032.250000 Penalty: 3461.656006
	Iteration 15Q: 3 clusters Score -111032.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -111589.492188 Penalty: 3461.656006
	Iteration 16Q: 3 clusters Score -111589.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -111618.250000 Penalty: 3461.656006
	Iteration 17Q: 3 clusters Score -111618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111620.250000 Penalty: 3461.656006
	Iteration 18Q: 3 clusters Score -111620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -111622.140625 Penalty: 3461.656006
	Iteration 19Q: 3 clusters Score -111622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -111623.203125 Penalty: 3461.656006
	Iteration 20F: 3 clusters Score -111623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -111625.632812 Penalty: 3461.656006
	Iteration 21Q: 3 clusters Score -111625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -111625.632812 Penalty: 3461.656006
	Iteration 22F: 3 clusters Score -111625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 517 members 
Mstep: Class 3 contains 331259 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16566 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 65540 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 557 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 89992 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686360.000000 Penalty: 91179.304688
Splitting cluster 22 changes total score from -92687336.000000 to -92686360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (65565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65565 members 
Entering Unmasked Estep 
Score: -7707310.000000 Penalty: 2750.517822
	Iteration 0F: 2 clusters Score -7707310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -7663355.000000 Penalty: 5501.035645
	Iteration 0F: 3 clusters Score -7663355 nChanged 30557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -7680207.000000 Penalty: 5501.035645
	Iteration 1F: 3 clusters Score -7680207 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -7680803.000000 Penalty: 5501.035645
	Iteration 2Q: 3 clusters Score -7680803 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -7681504.500000 Penalty: 5501.035645
	Iteration 3Q: 3 clusters Score -7681504 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -7682236.500000 Penalty: 5501.035645
	Iteration 4Q: 3 clusters Score -7682236 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -7683299.500000 Penalty: 5501.035645
	Iteration 5Q: 3 clusters Score -7683300 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -7684608.000000 Penalty: 5501.035645
	Iteration 6Q: 3 clusters Score -7684608 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -7686557.500000 Penalty: 5501.035645
	Iteration 7F: 3 clusters Score -7686558 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -7689480.500000 Penalty: 5501.035645
	Iteration 8F: 3 clusters Score -7689480 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -7693368.500000 Penalty: 5501.035645
	Iteration 9F: 3 clusters Score -7693368 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -7697024.000000 Penalty: 5501.035645
	Iteration 10F: 3 clusters Score -7697024 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -7699275.000000 Penalty: 5501.035645
	Iteration 11Q: 3 clusters Score -7699275 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -7700246.000000 Penalty: 5501.035645
	Iteration 12Q: 3 clusters Score -7700246 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -7700795.000000 Penalty: 5501.035645
	Iteration 13Q: 3 clusters Score -7700795 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -7701149.500000 Penalty: 5501.035645
	Iteration 14Q: 3 clusters Score -7701150 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -7701449.000000 Penalty: 5501.035645
	Iteration 15Q: 3 clusters Score -7701449 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -7701733.500000 Penalty: 5501.035645
	Iteration 16Q: 3 clusters Score -7701734 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -7701979.000000 Penalty: 5501.035645
	Iteration 17Q: 3 clusters Score -7701979 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -7702173.500000 Penalty: 5501.035645
	Iteration 18Q: 3 clusters Score -7702174 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -7702353.000000 Penalty: 5501.035645
	Iteration 19Q: 3 clusters Score -7702353 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -7702540.500000 Penalty: 5501.035645
	Iteration 20F: 3 clusters Score -7702540 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -7702823.000000 Penalty: 5501.035645
	Iteration 21Q: 3 clusters Score -7702823 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -7703049.000000 Penalty: 5501.035645
	Iteration 22Q: 3 clusters Score -7703049 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -7703297.500000 Penalty: 5501.035645
	Iteration 23Q: 3 clusters Score -7703298 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -7703493.000000 Penalty: 5501.035645
	Iteration 24Q: 3 clusters Score -7703493 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -7703676.500000 Penalty: 5501.035645
	Iteration 25Q: 3 clusters Score -7703676 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -7703863.500000 Penalty: 5501.035645
	Iteration 26Q: 3 clusters Score -7703864 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -7704045.500000 Penalty: 5501.035645
	Iteration 27Q: 3 clusters Score -7704046 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -7704194.500000 Penalty: 5501.035645
	Iteration 28Q: 3 clusters Score -7704194 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -7704302.000000 Penalty: 5501.035645
	Iteration 29Q: 3 clusters Score -7704302 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -7704407.500000 Penalty: 5501.035645
	Iteration 30Q: 3 clusters Score -7704408 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -7704488.000000 Penalty: 5501.035645
	Iteration 31Q: 3 clusters Score -7704488 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -7704591.000000 Penalty: 5501.035645
	Iteration 32Q: 3 clusters Score -7704591 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 63161 members 
Entering Unmasked Estep 
Score: -7704660.500000 Penalty: 5501.035645
	Iteration 33Q: 3 clusters Score -7704660 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -7704730.000000 Penalty: 5501.035645
	Iteration 34Q: 3 clusters Score -7704730 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
Score: -7704778.500000 Penalty: 5501.035645
	Iteration 35Q: 3 clusters Score -7704778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 63572 members 
Entering Unmasked Estep 
Score: -7704830.500000 Penalty: 5501.035645
	Iteration 36Q: 3 clusters Score -7704830 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 63674 members 
Entering Unmasked Estep 
Score: -7704862.000000 Penalty: 5501.035645
	Iteration 37Q: 3 clusters Score -7704862 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -7704931.500000 Penalty: 5501.035645
	Iteration 38Q: 3 clusters Score -7704932 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 63877 members 
Entering Unmasked Estep 
Score: -7704943.500000 Penalty: 5501.035645
	Iteration 39Q: 3 clusters Score -7704944 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -7704949.500000 Penalty: 5501.035645
	Iteration 40F: 3 clusters Score -7704950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -7704963.500000 Penalty: 5501.035645
	Iteration 41Q: 3 clusters Score -7704964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -7704972.000000 Penalty: 5501.035645
	Iteration 42Q: 3 clusters Score -7704972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -7704981.500000 Penalty: 5501.035645
	Iteration 43Q: 3 clusters Score -7704982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -7704992.000000 Penalty: 5501.035645
	Iteration 44Q: 3 clusters Score -7704992 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -7705022.000000 Penalty: 5501.035645
	Iteration 45Q: 3 clusters Score -7705022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -7705048.500000 Penalty: 5501.035645
	Iteration 46Q: 3 clusters Score -7705048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -7705039.000000 Penalty: 5501.035645
	Iteration 47Q: 3 clusters Score -7705039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -7705050.500000 Penalty: 5501.035645
	Iteration 48Q: 3 clusters Score -7705050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -7705047.500000 Penalty: 5501.035645
	Iteration 49Q: 3 clusters Score -7705048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -7705072.500000 Penalty: 5501.035645
	Iteration 50Q: 3 clusters Score -7705072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -7705075.000000 Penalty: 5501.035645
	Iteration 51Q: 3 clusters Score -7705075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -7705084.500000 Penalty: 5501.035645
	Iteration 52Q: 3 clusters Score -7705084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -7705080.000000 Penalty: 5501.035645
	Iteration 53Q: 3 clusters Score -7705080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -7705084.500000 Penalty: 5501.035645
	Iteration 54Q: 3 clusters Score -7705084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -7705086.000000 Penalty: 5501.035645
	Iteration 55Q: 3 clusters Score -7705086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -7705085.000000 Penalty: 5501.035645
	Iteration 56Q: 3 clusters Score -7705085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -7705088.500000 Penalty: 5501.035645
	Iteration 57Q: 3 clusters Score -7705088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -7705100.500000 Penalty: 5501.035645
	Iteration 58Q: 3 clusters Score -7705100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -7705099.500000 Penalty: 5501.035645
	Iteration 59Q: 3 clusters Score -7705100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -7705102.000000 Penalty: 5501.035645
	Iteration 60F: 3 clusters Score -7705102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 64457 members 
Entering Unmasked Estep 
Score: -7705103.000000 Penalty: 5501.035645
	Iteration 61Q: 3 clusters Score -7705103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 64466 members 
Entering Unmasked Estep 
Score: -7705109.500000 Penalty: 5501.035645
	Iteration 62Q: 3 clusters Score -7705110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -7705118.500000 Penalty: 5501.035645
	Iteration 63Q: 3 clusters Score -7705118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 64482 members 
Entering Unmasked Estep 
Score: -7705118.500000 Penalty: 5501.035645
	Iteration 64Q: 3 clusters Score -7705118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -7705119.000000 Penalty: 5501.035645
	Iteration 65Q: 3 clusters Score -7705119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -7705126.000000 Penalty: 5501.035645
	Iteration 66Q: 3 clusters Score -7705126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -7705138.000000 Penalty: 5501.035645
	Iteration 67Q: 3 clusters Score -7705138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -7705139.000000 Penalty: 5501.035645
	Iteration 68Q: 3 clusters Score -7705139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 64532 members 
Entering Unmasked Estep 
Score: -7705146.500000 Penalty: 5501.035645
	Iteration 69Q: 3 clusters Score -7705146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -7705154.500000 Penalty: 5501.035645
	Iteration 70Q: 3 clusters Score -7705154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -7705152.000000 Penalty: 5501.035645
	Iteration 71Q: 3 clusters Score -7705152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -7705162.000000 Penalty: 5501.035645
	Iteration 72Q: 3 clusters Score -7705162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -7705156.000000 Penalty: 5501.035645
	Iteration 73Q: 3 clusters Score -7705156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -7705152.500000 Penalty: 5501.035645
	Iteration 74Q: 3 clusters Score -7705152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -7705155.500000 Penalty: 5501.035645
	Iteration 75Q: 3 clusters Score -7705156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -7705155.500000 Penalty: 5501.035645
	Iteration 76F: 3 clusters Score -7705156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (89992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89992 members 
Entering Unmasked Estep 
Score: -10458751.000000 Penalty: 2829.054199
	Iteration 0F: 2 clusters Score -1.045875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -10398468.000000 Penalty: 5658.108398
	Iteration 0F: 3 clusters Score -1.039847e+07 nChanged 42406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -10422611.000000 Penalty: 5658.108398
	Iteration 1F: 3 clusters Score -1.042261e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -10423545.000000 Penalty: 5658.108398
	Iteration 2Q: 3 clusters Score -1.042354e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -10424652.000000 Penalty: 5658.108398
	Iteration 3Q: 3 clusters Score -1.042465e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -10425936.000000 Penalty: 5658.108398
	Iteration 4Q: 3 clusters Score -1.042594e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -10427347.000000 Penalty: 5658.108398
	Iteration 5Q: 3 clusters Score -1.042735e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -10429023.000000 Penalty: 5658.108398
	Iteration 6Q: 3 clusters Score -1.042902e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -10431252.000000 Penalty: 5658.108398
	Iteration 7Q: 3 clusters Score -1.043125e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -10434495.000000 Penalty: 5658.108398
	Iteration 8F: 3 clusters Score -1.04345e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -10438788.000000 Penalty: 5658.108398
	Iteration 9F: 3 clusters Score -1.043879e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -10442948.000000 Penalty: 5658.108398
	Iteration 10F: 3 clusters Score -1.044295e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -10445493.000000 Penalty: 5658.108398
	Iteration 11F: 3 clusters Score -1.044549e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -10446494.000000 Penalty: 5658.108398
	Iteration 12Q: 3 clusters Score -1.044649e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -10447027.000000 Penalty: 5658.108398
	Iteration 13Q: 3 clusters Score -1.044703e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -10447510.000000 Penalty: 5658.108398
	Iteration 14Q: 3 clusters Score -1.044751e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -10447897.000000 Penalty: 5658.108398
	Iteration 15Q: 3 clusters Score -1.04479e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -10448207.000000 Penalty: 5658.108398
	Iteration 16Q: 3 clusters Score -1.044821e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -10448501.000000 Penalty: 5658.108398
	Iteration 17Q: 3 clusters Score -1.04485e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -10448847.000000 Penalty: 5658.108398
	Iteration 18Q: 3 clusters Score -1.044885e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -10449176.000000 Penalty: 5658.108398
	Iteration 19Q: 3 clusters Score -1.044918e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -10449433.000000 Penalty: 5658.108398
	Iteration 20F: 3 clusters Score -1.044943e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -10449721.000000 Penalty: 5658.108398
	Iteration 21Q: 3 clusters Score -1.044972e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -10450042.000000 Penalty: 5658.108398
	Iteration 22Q: 3 clusters Score -1.045004e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -10450291.000000 Penalty: 5658.108398
	Iteration 23Q: 3 clusters Score -1.045029e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -10450568.000000 Penalty: 5658.108398
	Iteration 24Q: 3 clusters Score -1.045057e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -10450797.000000 Penalty: 5658.108398
	Iteration 25Q: 3 clusters Score -1.04508e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68943 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -10451054.000000 Penalty: 5658.108398
	Iteration 26Q: 3 clusters Score -1.045105e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -10451303.000000 Penalty: 5658.108398
	Iteration 27Q: 3 clusters Score -1.04513e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -10451575.000000 Penalty: 5658.108398
	Iteration 28Q: 3 clusters Score -1.045158e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71800 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -10451776.000000 Penalty: 5658.108398
	Iteration 29Q: 3 clusters Score -1.045178e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -10452059.000000 Penalty: 5658.108398
	Iteration 30Q: 3 clusters Score -1.045206e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -10452325.000000 Penalty: 5658.108398
	Iteration 31Q: 3 clusters Score -1.045232e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -10452605.000000 Penalty: 5658.108398
	Iteration 32Q: 3 clusters Score -1.04526e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -10452811.000000 Penalty: 5658.108398
	Iteration 33Q: 3 clusters Score -1.045281e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76508 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -10453089.000000 Penalty: 5658.108398
	Iteration 34Q: 3 clusters Score -1.045309e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -10453326.000000 Penalty: 5658.108398
	Iteration 35Q: 3 clusters Score -1.045333e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -10453586.000000 Penalty: 5658.108398
	Iteration 36Q: 3 clusters Score -1.045359e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -10453806.000000 Penalty: 5658.108398
	Iteration 37Q: 3 clusters Score -1.045381e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79959 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -10454130.000000 Penalty: 5658.108398
	Iteration 38Q: 3 clusters Score -1.045413e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80822 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -10454478.000000 Penalty: 5658.108398
	Iteration 39Q: 3 clusters Score -1.045448e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81603 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -10454760.000000 Penalty: 5658.108398
	Iteration 40F: 3 clusters Score -1.045476e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -10454971.000000 Penalty: 5658.108398
	Iteration 41Q: 3 clusters Score -1.045497e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -10455194.000000 Penalty: 5658.108398
	Iteration 42Q: 3 clusters Score -1.045519e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83580 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -10455408.000000 Penalty: 5658.108398
	Iteration 43Q: 3 clusters Score -1.045541e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84125 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -10455572.000000 Penalty: 5658.108398
	Iteration 44Q: 3 clusters Score -1.045557e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84650 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -10455770.000000 Penalty: 5658.108398
	Iteration 45Q: 3 clusters Score -1.045577e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -10455914.000000 Penalty: 5658.108398
	Iteration 46Q: 3 clusters Score -1.045591e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85451 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -10456013.000000 Penalty: 5658.108398
	Iteration 47Q: 3 clusters Score -1.045601e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -10456135.000000 Penalty: 5658.108398
	Iteration 48Q: 3 clusters Score -1.045614e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -10456244.000000 Penalty: 5658.108398
	Iteration 49Q: 3 clusters Score -1.045624e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86371 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -10456310.000000 Penalty: 5658.108398
	Iteration 50Q: 3 clusters Score -1.045631e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -10456412.000000 Penalty: 5658.108398
	Iteration 51Q: 3 clusters Score -1.045641e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86835 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -10456496.000000 Penalty: 5658.108398
	Iteration 52Q: 3 clusters Score -1.04565e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -10456515.000000 Penalty: 5658.108398
	Iteration 53Q: 3 clusters Score -1.045652e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -10456613.000000 Penalty: 5658.108398
	Iteration 54Q: 3 clusters Score -1.045661e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87292 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -10456653.000000 Penalty: 5658.108398
	Iteration 55Q: 3 clusters Score -1.045665e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87399 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -10456685.000000 Penalty: 5658.108398
	Iteration 56Q: 3 clusters Score -1.045668e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -10456736.000000 Penalty: 5658.108398
	Iteration 57Q: 3 clusters Score -1.045674e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -10456733.000000 Penalty: 5658.108398
	Iteration 58Q: 3 clusters Score -1.045673e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -10456751.000000 Penalty: 5658.108398
	Iteration 59Q: 3 clusters Score -1.045675e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -10456777.000000 Penalty: 5658.108398
	Iteration 60F: 3 clusters Score -1.045678e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87778 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -10456800.000000 Penalty: 5658.108398
	Iteration 61Q: 3 clusters Score -1.04568e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -10456814.000000 Penalty: 5658.108398
	Iteration 62Q: 3 clusters Score -1.045681e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -10456802.000000 Penalty: 5658.108398
	Iteration 63Q: 3 clusters Score -1.04568e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87913 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -10456812.000000 Penalty: 5658.108398
	Iteration 64Q: 3 clusters Score -1.045681e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -10456815.000000 Penalty: 5658.108398
	Iteration 65Q: 3 clusters Score -1.045682e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87973 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -10456833.000000 Penalty: 5658.108398
	Iteration 66Q: 3 clusters Score -1.045683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -10456826.000000 Penalty: 5658.108398
	Iteration 67Q: 3 clusters Score -1.045683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88013 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -10456843.000000 Penalty: 5658.108398
	Iteration 68Q: 3 clusters Score -1.045684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -10456852.000000 Penalty: 5658.108398
	Iteration 69Q: 3 clusters Score -1.045685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88040 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -10456856.000000 Penalty: 5658.108398
	Iteration 70Q: 3 clusters Score -1.045686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -10456858.000000 Penalty: 5658.108398
	Iteration 71Q: 3 clusters Score -1.045686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -10456844.000000 Penalty: 5658.108398
	Iteration 72Q: 3 clusters Score -1.045684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88059 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -10456843.000000 Penalty: 5658.108398
	Iteration 73Q: 3 clusters Score -1.045684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -10456843.000000 Penalty: 5658.108398
	Iteration 74Q: 3 clusters Score -1.045684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88070 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -10456843.000000 Penalty: 5658.108398
	Iteration 75Q: 3 clusters Score -1.045684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -10456847.000000 Penalty: 5658.108398
	Iteration 76Q: 3 clusters Score -1.045685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -10456844.000000 Penalty: 5658.108398
	Iteration 77Q: 3 clusters Score -1.045684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88074 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -10456842.000000 Penalty: 5658.108398
	Iteration 78Q: 3 clusters Score -1.045684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -10456838.000000 Penalty: 5658.108398
	Iteration 79Q: 3 clusters Score -1.045684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10456838.000000 Penalty: 5658.108398
	Iteration 80F: 3 clusters Score -1.045684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -10456841.000000 Penalty: 5658.108398
	Iteration 81Q: 3 clusters Score -1.045684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -10456840.000000 Penalty: 5658.108398
	Iteration 82Q: 3 clusters Score -1.045684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -10456840.000000 Penalty: 5658.108398
	Iteration 83F: 3 clusters Score -1.045684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -248302.843750 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -248302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -245562.312500 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -245562.3 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -246044.203125 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -246044.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -246169.093750 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -246169.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -246250.000000 Penalty: 3806.149170
	Iteration 3Q: 3 clusters Score -246250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -246291.359375 Penalty: 3806.149170
	Iteration 4Q: 3 clusters Score -246291.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -246317.625000 Penalty: 3806.149170
	Iteration 5Q: 3 clusters Score -246317.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -246341.609375 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -246341.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -246360.359375 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -246360.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -246370.640625 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -246370.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -246380.203125 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -246380.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -246383.703125 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -246383.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -246386.562500 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -246386.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -246389.484375 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -246389.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -246390.390625 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -246390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -246392.531250 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -246392.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -246395.593750 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -246395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -246396.234375 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -246396.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -246396.234375 Penalty: 3806.149170
	Iteration 17F: 3 clusters Score -246396.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -70089.312500 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -70089.31 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 360 members 
Entering Unmasked Estep 
Score: -68391.671875 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -68391.67 nChanged 175
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: -68794.046875 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -68794.05 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69160.828125 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -69160.83 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -69677.171875 Penalty: 3274.883545
	Iteration 3F: 3 clusters Score -69677.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -69956.593750 Penalty: 3274.883545
	Iteration 4F: 3 clusters Score -69956.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -70179.507812 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -70179.51 nChanged 17
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: -70295.898438 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -70295.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -70477.234375 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -70477.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70643.500000 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -70643.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70750.250000 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -70750.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70769.640625 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -70769.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -70788.265625 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -70788.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -70817.265625 Penalty: 3274.883545
	Iteration 12Q: 3 clusters Score -70817.27 nChanged 3
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: -70833.257812 Penalty: 3274.883545
	Iteration 13Q: 3 clusters Score -70833.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -70861.414062 Penalty: 3274.883545
	Iteration 14Q: 3 clusters Score -70861.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -70890.953125 Penalty: 3274.883545
	Iteration 15Q: 3 clusters Score -70890.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -70926.367188 Penalty: 3274.883545
	Iteration 16Q: 3 clusters Score -70926.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70965.867188 Penalty: 3274.883545
	Iteration 17Q: 3 clusters Score -70965.87 nChanged 4
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: -71000.679688 Penalty: 3274.883545
	Iteration 18Q: 3 clusters Score -71000.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -71005.929688 Penalty: 3274.883545
	Iteration 19Q: 3 clusters Score -71005.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -71011.851562 Penalty: 3274.883545
	Iteration 20F: 3 clusters Score -71011.85 nChanged 3
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: -71127.257812 Penalty: 3274.883545
	Iteration 21Q: 3 clusters Score -71127.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71193.875000 Penalty: 3274.883545
	Iteration 22Q: 3 clusters Score -71193.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71193.875000 Penalty: 3274.883545
	Iteration 23F: 3 clusters Score -71193.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 433 members 
Mstep: Class 3 contains 331259 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 16566 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 65540 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 42285 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 65565 members 
Mstep: Class 24 contains 89992 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -92686656.000000 Penalty: 91179.304688
Splitting cluster 26 changes total score from -92687336.000000 to -92686656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -22942.414062 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -22942.41 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 110 members 
Entering Unmasked Estep 
Score: -21713.705078 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -21713.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21795.464844 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -21795.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21817.375000 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -21817.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21824.271484 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -21824.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21847.105469 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -21847.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21857.351562 Penalty: 2724.558594
	Iteration 5Q: 3 clusters Score -21857.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21857.351562 Penalty: 2724.558594
	Iteration 6F: 3 clusters Score -21857.35 nChanged 0
--- Evaluating fit on full set of 2459808 points ---
Entering Unmasked Estep 
Score: -276603776.000000 Penalty: 94886.148438
25->27 Clusters: Score -276603776.000000, best is -277131136.000000

Main iterations: 0 (time per=infms)
Total iterations: 42057 (time per=454.443244ms)
Iterations metric 2: 3086853603328.000000 (time per=6.191586ns)
Iterations metric 3: 92596642775040.000000 (time per=206.406182ps)

That took 19112.519531 seconds.
